bims-evares Biomed News
on Evaluation of research
Issue of 2025–04–06
88 papers selected by
Thomas Krichel, Open Library Society



  1. Hum Vaccin Immunother. 2025 Dec;21(1): 2483031
      In recent years, immune checkpoint inhibitors (ICIs) have emerged as a novel immunotherapeutic approach, offering renewed hope for enhancing cervical cancer patient prognosis. This study represents the inaugural bibliometric analysis of ICIs in the context of cervical cancer, covering the period from 2014 to 2024. A total of 422 articles were identified through the Web of Science Core Collection database, amassing 10,977 citations, with a consistent annual increase in the number of publications. The leading contributors in terms of countries, institutions, journals, and authors included China, the University of Texas System, Frontiers in Oncology, and Bradley J. Monk, respectively. The journal with the highest frequency of citation and co-citation was Journal of Clinical Oncology. The researchers with the highest number of citations and co-citations were Sarina A Piha-Paul and Krishnansu S Tewari respectively. The keyword cluster analysis identified four main research directions. Furthermore, literature co-citation analysis and burst citation analysis revealed three research hotspots and four potential emerging topics within this domain, respectively. This study provides valuable reference and enlightenment for researchers in this field. As research progresses, ICIs are anticipated to offer significant hope and breakthroughs in the treatment of cervical cancer.
    Keywords:  Immune checkpoint inhibitors; bibliometric; cervical cancer; emerging topics; hotspots; visualization
    DOI:  https://doi.org/10.1080/21645515.2025.2483031
  2. J Pharm Policy Pract. 2025 ;18(1): 2480154
       Background: Assessing faculty research productivity through scientometric analysis is crucial for academic institutions to promote and enhance research activities. Scientometric analysis guides institutional goals, identifies gaps and faculty contributions, and influences career development in academia. With advancements in the clinical pharmacy and practice field and Qatar's evolving research infrastructure, this study aimed to evaluate the research productivity and quality indicators of a clinical pharmacy and practice department at Qatar University through scientometric analysis.
    Methods: Research articles published between 2012 and 2024 were retrieved using Web of Science (WoS) via InCites, Scopus via SciVal, and Google Scholar. Metrics analysed included total publications, journal impact factor, Q ranking, subject area coverage, and collaborations.
    Results: Thirty-one faculty members produced 1,266 articles indexed in WoS, 1,270 in Scopus, and 1,737 in Google Scholar. The average annual publication rate was 5 articles per faculty member, resulting to an average of 41 publications per faculty member over their tenure. Active publication years accounted for 85% of faculty tenures. Furthermore, research output and productivity increased steadily, with the highest publication output observed between 2021 and 2023. Most publications appeared in journals with Q1 or Q2 rankings, with the International Journal of Clinical Pharmacy and Research in Social and Administrative Pharmacy being the most frequently targeted outlets. Publications covered diverse topics and subject areas, including pharmacy practice, health education, patient and medication safety, and chronic disease management. Database comparisons revealed differences in retrieval rates, journal impact indicators, and Q-rankings, with Google Scholar having the highest retrieval rate.
    Conclusion: This scientometric analysis highlights the research contributions and growth trajectory of clinical pharmacy and practice faculty, emphasising quality and opportunities for future advancements. The findings provide a benchmark for regional and global trends in clinical pharmacy research and offer actionable insights for researchers, academic institutions, and policymakers.
    Keywords:  Scientometric analysis; bibliometric analysis; clinical pharmacy; higher education; research productivity
    DOI:  https://doi.org/10.1080/20523211.2025.2480154
  3. Quant Imaging Med Surg. 2025 Mar 03. 15(3): 1912-1926
       Background: Quantitative ultrasound has emerged as a promising tool for measuring skeletal muscle mass and quality. Given the growing need for early detection of muscle dysfunction and sarcopenia, this study aims to provide a comprehensive bibliometric analysis of the current state of knowledge in this field, identifying key trends, gaps, and themes to guide future research and clinical applications.
    Methods: A bibliometric analysis was performed on articles retrieved from the Science Citation Index-Expanded (SCI-EXPANDED) database within the Web of Science Core Collection up to April 28, 2024. The 'bibliometrix' R package was utilized to synthesize main findings, quantify the occurrences of top keywords, and visualize international collaboration networks. Keyword co-occurrence and co-authorship were analyzed utilizing VOSviewer. Additionally, CiteSpace facilitated the identification of cited references and keywords exhibiting highest citation bursts.
    Results: A total of 3,379 publications were analyzed. The United States, Japan, and China emerged as the leading contributors to this field. The European Journal of Applied Physiology was identified as the most prolific journal, and Takashi Abe was distinguished for achieving the leading H-index. "Strength" and "reliability" topped the keyword frequency list. "Insulin resistance", "impact", "shear wave elastography", "risk", and "sarcopenia" were keywords that continued to burst as of 2024, which indicated the potential emerging research topics and future frontiers.
    Conclusions: This bibliometric analysis, encompassing over forty years of literature on quantitative ultrasound assessment of skeletal muscle, delineated key contributions from countries, institutions, authors, and journals. The findings highlight the utility of quantitative ultrasound as a critical tool in assessing skeletal muscle mass and function, demonstrating its global impact and research trends.
    Keywords:  CiteSpace; Quantitative ultrasound; VOSviewer; bibliometric analysis; skeletal muscle
    DOI:  https://doi.org/10.21037/qims-24-1607
  4. Front Immunol. 2025 ;16 1478092
       Background: Tumor-associated neutrophils (TANs) play crucial roles in tumor progression, immune response modulation, and the therapeutic outcomes. Despite significant advancements in TAN research, a comprehensive bibliometric analysis that objectively presents the current status and trends in this field is lacking. This study aims to fill this gap by visually analyzing global trends in TANs research using bibliometric and knowledge mapping techniques.
    Methods: We retrieved articles and reviews related to TANs from the Web of Science core collection database, spanning the period from 2012 to2024. The data was analyzed using bibliometric tools such as Excel 365, CiteSpace, VOSviewer, and Bibliometrix (R-Tool of R-Studio) to identify key trends, influential countries and institutions, collaborative networks. and citation patterns.
    Results: A total of 6l5 publications were included in the bibliometric analysis, showing a significant upward trend in TANs research over the last two decades. The United States and China emerged as the leading contributors with the highest number of publications and citations. The journal with the most publications in this field is Frontiers in Immunology, Prominent authors such as Fridlender ZG was identified as the key contributor, with his works frequently cited. The analysis highlighted major research themes. including the role of TANs in tumor microenvironment modulation, their dual functions in tumor promotion and suppression, and the exploration of TANs-targeted therapies, Emerging research hotspots include studies on TANs plasticity and their interactions with other immune cells.
    Conclusion: This study is the first to employ bibliometric methods to visualize trends and frontiers in TANs research. The findings provide valuable insights into the evolution of the field, highlighting critical areas for future investigation and potential collaborative opportunities. This comprehensive analysis serves as a crucial resource for researchers and practitioners aiming to advance TAN research and its application in cancer therapy.
    Keywords:  CiteSpace; VOSviewer; tumor microenvironment; tumor-associated neutrophil; visual analysis
    DOI:  https://doi.org/10.3389/fimmu.2025.1478092
  5. Brain Behav. 2025 Apr;15(4): e70445
       BACKGROUND: Ischemic stroke is a complex disease with high mortality and disability rates. Ischemia-reperfusion injury is a common aftermath. There have been significant advancements in understanding ischemia-reperfusion injury in ischemic stroke over the past two decades. This study aims to evaluate the current state of ischemia-reperfusion injury in ischemic stroke through bibliometric analysis, identifying key research areas and emerging trends.
    METHODS: Relevant documents in the Web of Science Core Collection, SCI-Expanded from January 1, 2003, to December 31, 2023, were downloaded on July 10, 2024. Bibliometric analysis was performed using HistCite, VOSviewer, CiteSpace, and Bibliometrics online analysis platform.
    RESULTS: A total of 2179 research papers from 611 journals in 66 countries were included in this study. Among these papers, China emerged as the leading contributor of ischemia-reperfusion injury in ischemic stroke publications, with Capital Medical University standing out as the institution with the highest number of publications in this area. Y. Zhang was identified as the author with the most publications during the study period. Brain Research was found to be the most prolific journal for this research. The keywords "ferroptosis", "circular RNA", "polarization", and "fatty acid binding protein" represent the current hot spots of ischemia-reperfusion injury in ischemic stroke research.
    CONCLUSION: This bibliometric analysis offers the first thorough overview of hot spots and research trends in ischemia-reperfusion injury in ischemic stroke over the previous 21 years, providing researchers with new ideas in the field. "ferroptosis", "circular RNA", "polarization", and "fatty acid binding protein" may be the focus of future studies.
    Keywords:  bibliometric analysis; hot spots; ischemia‐reperfusion injury; ischemic stroke; trends
    DOI:  https://doi.org/10.1002/brb3.70445
  6. Front Microbiol. 2025 ;16 1479195
       Background: Helicobacter pylori infects half the global population and imposes a huge health burden. Developing a vaccine targeting H. pylori appears to be the most ideal preventive option. Based on Web of Science Core Collection (WoSCC) publications from 1993 to 2023, this study visually analyses the current status and trends of this field through bibliometric analysis.
    Methods: H. pylori vaccine-related articles and reviews were retrieved from WoSCC. Microsoft Excel, CiteSpace, and VOS viewer were used to analyze the data.
    Results: 1,199 publications from 1993 to 2023 were included in this bibliometric analysis. The results of this analysis show an overall upward trend in the number of publications and citations in this field. The United States is undoubtedly the most important contributor to this field in terms of publications, citation frequency, and national cooperation. Vaccine has the highest number of publications. Thomas F. Meyer is one of the leading scholars in the field. The most frequently cited article is "Immunization of mice with urease vaccine affords protection against H. pylori infection in the absence of antibodies and is mediated by MHC class II-restricted responses." The literature and keyword analysis show that effective treatments and multi-epitope vaccines are focus area in this field. New antigen combinations (such as UreB, outer membrane vesicles, etc.) of H. pylori vaccines are novel research directions and frontiers.
    Conclusion: Our study is the first bibliometric analysis of H. pylori vaccine research. By summarizing the current status of H. pylori vaccine research, our study highlighted the current research direction and frontier, providing valuable data for researchers to grasp the latest advancements and accelerate H. pylori vaccine development.
    Keywords:  Helicobacter pylori; bibliometric analysis; treatment; vaccine; visualization
    DOI:  https://doi.org/10.3389/fmicb.2025.1479195
  7. Front Psychol. 2025 ;16 1552821
       Background: Salivary cortisol has garnered increasing attention; the aim of this study was to employ bibliometric analysis to identify key papers in this research field and to explore its current status and trends.
    Methods: Data were sourced from Clarivate Analytics' Web of Science core database, utilizing the search terms 'TS = ('Salivary cortisol') AND (Human) NOT (animal)'. All articles published from January 1, 2004, to September 30, 2024, were included.
    Results: A total of 876 articles were identified. The United States has made a significant contribution to this field, with the highest number of publications at 291. The University of California system leads this research area, having published 40 articles. Professor Clemens Kirschbaum has authored 21 articles in this domain. The journal Psychoneuroendocrinology published the largest number of articles, totaling 99, which accounts for 11.3% of the overall articles. Additionally, Psychoneur-oendocrinology was the most cited journal, with 3,681 citations. High-frequency keywords reveal the developmental status and future trends of human salivary cortisol. As a biomarker and signaling molecule, salivary cortisol is closely linked to human gender, personality, psychology, and physiology. We identified that "mental health," "circadian rhythm," and "assay" may become focal points of interest in the coming years.
    Conclusion: Global publications related to human salivary cortisol were systematically reviewed. CiteSpace and VOSviewer were utilized to analyze their bibliometric characteristics, identify the most cited articles in the field, and determine the leading countries, authors, and institutions, along with the interconnections among them. This analysis aims to elucidate the current status, hotspots, and trends in global research, while providing future development directions for scientific inquiry and medical practitioners.
    Keywords:  a bibliometric analysis; clustering analysis; co-occurrence network analysis; cooperative network analysis; salivary cortisol
    DOI:  https://doi.org/10.3389/fpsyg.2025.1552821
  8. Int Ophthalmol. 2025 Apr 01. 45(1): 136
       PURPOSE: Twitter has become increasingly popular within academia due to ease of use in disseminating accurate medical information, networking with colleagues, and promoting research. Given the rapidly increasing presence of ophthalmologists on social media platforms, we determined how Twitter patterns amongst authors, institutions, and journals affects the academic impact of ophthalmology research articles.
    METHODS: Data from 1086 research articles in the top 7 ophthalmology journals as determined by SCimago Journal Rank (SJR) was recorded for 2021 issues. Article citations, article captures, and Twitter metrics were retrospectively recorded using the Scopus database and PlumX Metrics on Scopus.
    RESULTS: The number of citations and captures original research articles received had a significant positive correlation with the total tweets and retweets in general as well as self-tweets by authors of the article (p < 0.0001). Furthermore, articles tweeted by at least one author had a 1.7 fold increase in citations (p = 0.0012). While there was no significant effect on citations when a senior author or middle author tweeted about the publication, we observed a significantly greater number of citations when a first author tweeted about the publication (p = 0.0329). Both the author's affiliated institution and the journal tweeting about a publication were associated with more citations for that article (p < 0.0001 and p = 0.0025, respectively) and captures for that article (p < 0.0001 and p = 0.0025, respectively).
    DISCUSSIONS: Twitter mentions of ophthalmology articles may reflect their future academic impact. Authors of recent ophthalmology publications, ophthalmology journals, academic institutions may benefit from promoting research articles on Twitter to increase visibility and citations.
    Keywords:  Altmetric; Article impact; Ophthalmology; Publication; Social media; Twitter
    DOI:  https://doi.org/10.1007/s10792-025-03514-5
  9. Discov Oncol. 2025 Apr 01. 16(1): 441
       BACKGROUND: Drug resistance in oral cancer presents a significant challenge in clinical treatment. Understanding the research landscape through bibliometric analysis can provide valuable insights into the development and trends in this field.
    OBJECTIVE: To comprehensively analyze the global research trends, collaboration patterns, and emerging topics in oral cancer drug resistance research from 2000 to 2024 using bibliometric methods.
    METHODS: Publications related to oral cancer drug resistance were retrieved from the Web of Science core collection database. CiteSpace and VOSviewer were employed to analyze publication trends, research collaboration networks, and keyword co-occurrence patterns. The analysis included annual publication outputs, country contributions, institutional productivity, author collaborations, journal distributions, and research hotspots.
    RESULTS: A total of 971 publications were identified, showing a significant increase in research output over the study period, particularly after 2014. China led in publication output (485 articles), followed by Japan (130 articles) and the United States (118 articles). China Medical University was the most productive institution (50 publications). The International Journal of Molecular Sciences, Cancers, and Oral Oncology were the primary publishing venues. Keyword analysis revealed an evolution from basic drug resistance mechanisms to emerging research areas including cancer stem cells, tumor microenvironment, and extracellular vesicles.
    CONCLUSIONS: This bibliometric analysis demonstrates the rapid growth and evolving nature of oral cancer drug resistance research. The findings highlight the shift towards more sophisticated research areas and strong international collaboration patterns. These insights can guide future research directions and collaboration opportunities in this field.
    Keywords:  Bibliometrics; CiteSpace; Oral cancer drug resistance; Web of Science
    DOI:  https://doi.org/10.1007/s12672-025-02225-8
  10. F1000Res. 2022 ;11 155
      Background: Occupational therapy (OT) is one of the allied health professions that had its first journals way back in 1920. The main objective of this study was to find out the publication trend in the field of OT research for the period of 2001-2020 using the principles of bibliometrics and scientometrics. Methods: The data was retrieved from Scopus from the past 20-years (2001-2020). VOSviewer software was used to find year-wise publications in OT-specific and non-OT-specific Journals along with top journals, countries, organisations, authors, cited articles, and highly used keywords. Results: There was a steady growth of OT articles from the past 20-years. Scopus indexes 16 OT-specific journals are identified. American Journal of Occupational Therapy, British Journal of Occupational Therapy Journal, Australian Occupational Therapy Journal, Scandinavian Journal of Occupational Therapy and Canadian Journal of Occupational Therapy are the leading publications and citations. Comparison of OT-specific and non-OT journals inferred that the OT-specific papers are three times more published in non-OT journals. There is a trend in publishing multidisciplinary medical journals than OT journals. The US publishes the highest number of articles, followed by the UK, Australia, Canada, and Germany. Though the US alone produced a considerable number of articles (9517), only five organisations are listed in the top-20, compared to Canada (n=6) and Australia (n=5). Australia represents the highest published authors (n=11/20), and Canada represents a highly cited author from the top-cited publications. The "occupational therapy", "rehabilitation", "stroke", "physical therapy," and "activities of daily living" are the five common keywords used by OT authors. This study lists top-20 journals along with their CiteScore and Journal Impact Factor. Conclusions: This study will help the budding researchers in OT to select a suitable quality journal for publication and, further, helpful for research promotion, researcher incentivising, grant allocations, and policymakers in the OT field.
    Keywords:  Occupational therapy; Scopus; VOSviewer; citations metrics; core journals; occupational therapy journals
    DOI:  https://doi.org/10.12688/f1000research.108772.3
  11. Work. 2025 Feb;80(2): 539-547
       BACKGROUND:  The bibliometric and visualization of a journal informs the editorial team about its current situation. As an interesting and popular journal in the field of Occupational Health and Safety (OHS), WORK is a good target for bibliometric analysis and visualization.
    OBJECTIVE:  To conduct an overview of WORK from a bibliometric perspective.
    METHODS:  Using the Scopus database, the present bibliometric study was carried out to evaluate WORK from its whole life (1990-2022). Data extraction was performed on May 8, 2023. Using Microsoft Excel and VOSviewer software, bibliometric analysis and visualization approaches were conducted. Related findings such as various indices trends, co-authorship as well as most cited and most productive authors, highly cited papers, and most productive countries were introduced and discussed.
    RESULTS:  Overall, positive trends were observed in published documents and received citations by WORK. The top-cited paper in WORK had 478 citations. Straker, Innes, and Jacobs were the most cited authors with nearly 500 citations. American and European countries had more contributions to WORK. The same findings were obtained regarding international cooperation. The co-occurrence of keywords showed that WORK covers all aspects of OHS with more emphasis on the Ergonomics issues.
    CONCLUSIONS:  The positive trends in published papers as well as its impacts proved the fact that WORK is progressing year by year. The findings of the present study can be useful both for audiences and the editorial team of WORK.
    Keywords:  Scopus; VOSviewer; WORK; bibliometric analysis; citation; visualization
    DOI:  https://doi.org/10.3233/WOR-230595
  12. Front Aging Neurosci. 2025 ;17 1529860
       Objective: Postoperative cognitive dysfunction (POCD) is a prevalent complication following anesthesia and surgery that particularly affects elderly patients, and poses significant health risks. In recent years, there has been an increase in basic research on POCD, with a particular focus on its molecular mechanisms, which have become a prominent area of inquiry. However, no bibliometric analysis has been conducted in this field. This study aims to employ bibliometric methods to comprehensively summarize the current status and developmental trends of basic research on POCD, providing new ideas and strategies for future scientific investigations.
    Methods: Relevant literature published between January 1, 2014, and October 30, 2024, was retrieved from the Web of Science Core Collection. Eligible articles were exported in plain text format. The annual output of published papers and data on authors, countries/institutions, journals, keywords, co-cited journals, and co-cited literature were analyzed and visualized using Microsoft Excel, VOSviewer, and CiteSpace software.
    Results: A total of 479 papers from 13 countries were included, with a noticeable upward trend in publications over the past decade, particularly in the last 3 years. A total of 105 core authors published four or more papers, with Professor Zuozhiyi identified as the leading contributor. "The Journal of Neuroinflammation" emerged as the most prolific publication source, while Chinese scholars accounted for the highest number of contributions and Dutch scholars led in citations per article. The University of Virginia was the leading institution for publications. Analysis of research hotspots revealed "neuroinflammation," "surgery," "impairment," "memory," and "information" as frequently occurring keywords. Notably, "pyroptosis" was identified as a current research hotspot and "synaptic plasticity" as a rapidly emerging term. The top five cited journals were all ranked as Q1 journals, with "Anesthesiology" being the most cited. Within co-cited articles, the "hippocampal CA1 region" represented the largest cluster, and literature on "neuroinflammation" was a key reference in current discussions.
    Conclusion: Over the past decade, basic research on POCD has steadily increased, particularly among Chinese scholars. Bibliometric analysis revealed that the molecular mechanisms underlying POCD are likely crucial focuses of current and future research. This field holds significant potential for further development.
    Keywords:  CiteSpace; VOSviewer; basic research; bibliometrics; postoperative cognitive dysfunction
    DOI:  https://doi.org/10.3389/fnagi.2025.1529860
  13. Front Med (Lausanne). 2025 ;12 1526116
       Objective: Herpes simplex keratitis (HSK), caused by the herpes simplex virus (HSV), is a leading cause of infectious blindness worldwide. This study aims to explore the research trends, key contributors, and emerging areas of focus in HSK research through bibliometric analysis.
    Methods: Publications related to HSK from 1941 to 2024 were retrieved from the Web of Science Core Collection (WoSCC). Bibliometric and visual analyses were conducted using VOSviewer, CiteSpace, and R 4.3.3.
    Results: A total of 1,076 publications on HSK were identified. The top three contributing countries were the United States (267 papers), China (99), and Japan (64). Harvard University was the leading institution with 75 publications, while the American Journal of Ophthalmology emerged as the most influential journal, boasting an h-index of 29. Kaufman, HE, was the most cited author, with 1,988 citations. The top three keywords were "infection" (82), "stromal keratitis" (73), and "penetrating keratoplasty" (62). Burst keyword analysis indicated a growing interest in terms such as "outcome" and "ultraviolet A" since 2018.
    Conclusion: This bibliometric analysis underscores two primary research areas in HSK: the clinical management of stromal keratitis and infection, as well as the mechanisms of HSK recurrence, which include strategies for preventing reactivation and managing immune rejection. Future research is anticipated to focus on innovative treatments, particularly ultraviolet A therapy.
    Keywords:  CiteSpace; Herpes simplex keratitis; VOSviewer; bibliometric analysis; visualization
    DOI:  https://doi.org/10.3389/fmed.2025.1526116
  14. Curr Med Res Opin. 2025 Apr 03. 1-3
      
    Keywords:  bibliometric analysis; open access publishing; scientific misconduct
    DOI:  https://doi.org/10.1080/03007995.2025.2488949
  15. Hum Hered. 2025 Apr 03. 1-27
      Introduction Rheumatoid arthritis (RA) has become a serious threat to human health and quality of life worldwide. Previous studies have demonstrated that genetic factors play a crucial role in the onset and progression of RA. Due to the rapid development of Genome-wide association study (GWAS) technology and large-scale genetic analysis, research on GWAS and RA has received widespread attention in recent years. Therefore, we conducted a comprehensive visualization and bibliometric analysis of publications to identify hotspots and future trends in research on RA and GWAS. Methods Literature on RA and GWAS published between 2002 and 2024 was extracted from the Web of Science Core Collection (WoSCC) database by strategic screening. Collected data were further analyzed by using VOSviewer, CiteSpace and Excel. The collaborations networks of countries, authors, institutions and the co-citation networks of publications were visualized. Moreover, research hotspots and fronts were examined. Results A total of 713 publications with 45,773 citations were identified. The number of publications and citations has a significant surge since 2007. The United States (U.S.) contributed the most publications globally. Okada, Yukinori was the most influential author. The highest productive institutions in this field was the University of Manchester. The analysis of keywords revealed that "mendelian randomization analysis", "association", "innate", "instruments", "bias", "pathogenesis", and "genome-wide association study" are likely to be the frontiers of research in this field. Conclusion This study can be used to predict future research advances in the fields of GWAS in RA and helps to promote academic collaboration among scholars.
    DOI:  https://doi.org/10.1159/000543947
  16. Front Sports Act Living. 2025 ;7 1532754
       Background: Physical Education teacher training, specifically internships, require the application of theory to real-life contexts. Although these internships are mandatory in training programs, they are often undervalued. This study aims to provide an overview of research in this field and highlight future trends to contribute to the development of strategies for improving teacher training. The study analyzes the training of Physical Education teachers, emphasizing the importance of professional practice in applying theory to real-world contexts.
    Methods: To identify trends and improve teacher training, a bibliometric analysis was conducted on 83 publications retrieved from the Social Sciences Citation Index and the Science Citation Index Expanded in Web of Science.
    Results: Since 2010, a significant increase in publications on this topic has been observed, mostly in English, with 1,827 citations and an average of 22.01 citations per article. The documents had 198 authors from 27 countries, with the United States being the most prolific. The analysis revealed three research clusters: one focused on "attitudes" and "inclusion" of children with disabilities, another on "Physical Education" and "teachers' beliefs," and a third centered on "practices" and "perception" in adapted Physical Education. International collaboration was variable, with institutions predominantly from the United States, Brazil, and Spain. The most influential journals included Adapted Physical Activity Quarterly and Physical Education and Sport Pedagogy.
    Conclusions: The study reveals a notable growth in research on Physical Education practicums since 2010, with three main thematic clusters and a low level of author collaboration.
    Keywords:  bibliometrics; network analysis; physical education; practicum; productivity; web of science
    DOI:  https://doi.org/10.3389/fspor.2025.1532754
  17. Cureus. 2025 Mar;17(3): e80017
      Prenatal genetic testing plays a vital role in the early detection of fetal chromosomal abnormalities, with cell-free DNA (cfDNA) testing emerging as a highly accurate noninvasive screening method. By analyzing fetal DNA fragments in maternal plasma, cfDNA-based tests have significantly improved the detection of conditions such as trisomies.  Bibliometric analysis is a quantitative research method used to evaluate publication trends, citation patterns, and research impact within a specific scientific field. By analyzing bibliographic data, it provides insights into scholarly productivity, influential works, and collaboration networks, helping to identify key developments and emerging research areas. This bibliometric analysis provides a comprehensive overview of publication patterns and impacts in the field of prenatal genetic screening with cfDNA between 1991 and 2024. This study examined research articles and reviews on cfDNA used in prenatal genetic screening in English-language literature published between 1991 and May 1, 2024. The study analyzed various parameters, including top published institutions, countries, journals, citations, and funding organizations. Data was collected from the Web of Science bibliometric database using Medical Subject Headings (MeSH) keywords related to the research topic and gathered for analyzing publications and citations. VOSviewer (Centre for Science and Technology Studies (CWTS), Leiden University, the Netherlands) was used for co-authorship among top published organizations and countries and for keyword analyses. The study included 2272 publications on cfDNA revealing a diverse range of topics, with chromosome disorders being the most common. The majority of publications in the literature were published in journals indexed in the Science Citation Index Expanded (SCIE). The top five countries in global research contributions were the United States, China, England, Italy, and the Netherlands. The top organizations/universities contributing to these publications included the Chinese University of Hong Kong, BGI Shenzhen, Baylor College of Medicine, and Tufts University. Keyword analysis revealed a vast array of keywords, with "prenatal diagnosis" dominating the discourse. Top journals on cfDNA publications include Prenatal Diagnosis (269 publications), Clinical Chemistry (78 publications), and the American Journal of Obstetrics and Gynecology (72 publications), making them the leading platforms for research dissemination in this field. This bibliometric analysis highlights the growing impact of cfDNA-based prenatal genetic screening, revealing key contributors, influential studies, and research trends shaping the field. The findings underscore the significant role of cfDNA technology in improving noninvasive prenatal testing and guiding future research directions in this domain.
    Keywords:  bibliometric analysis; cell-free dna; noninvasive prenatal testing (nipt); prenatal genetic screening; publications
    DOI:  https://doi.org/10.7759/cureus.80017
  18. Front Cardiovasc Med. 2025 ;12 1465646
       Background: MicroRNAs (miRNAs) add a new dimension to HD forecast, diagnosis, and therapy based on the potential applications. The miRNA-related research in the heart disease (HD) field has received close attention in the past two decades. However, there is a lack of studies that comprehensively and objectively analyze the current situation of miRNA application in the HD field using the bibliometrics method.
    Objective: To comprehensively analyze the global scientific outputs of miRNAs in HD research from 2004 to 2023.
    Methods: All the articles and reviews of miRNA-related research in the HD field were retrieved using the Web of Science core collection (WOSCC) title search, and bibliometric analysis was performed in Microsoft Excel 2019, CiteSpace, VOSviewer, and Bibliometrics (R-Tool of R-Studio).
    Results: 3,874 publications were included in the bibliometric analysis. Collaborative network analysis indicates that China with the maximum number of publications (2,063) and the USA with the highest total citations (59,331) are influential countries in this field. Peking Union Medical College is the most prolific university with the maximum publications (134), and the University of California System is the most authoritative institution regarding betweenness centrality (0.27). PLOS ONE tops the journal list of publications, closely followed by the International Journal of Molecular Sciences and Scientific Reports with more than 100 articles. Considering the number of publications, citations, and total link strength overall, Olson. Eric N, Van Rooij Eva, Thum Thomas, Yang Baofeng, Wang Kun; and Lu Yanjie are authoritative authors in this field. The expression changes and regulatory mechanisms of specific miRNAs in various heart biological and pathophysiological processes have been the continuous research hotspots. "exosomes", "extracellular vesicles", "autophagy", and "management" have been novel hot research topics since 2018, which focused on the diagnosis and treatment of HD. The current research development trend is how to translate the achievement of miRNA-related diagnosis and therapeutic drugs for HD into the clinic.
    Conclusion: Our study revealed the intellectual structure of miRNA in HD research, which may help scholars understand this field comprehensively and find partners.
    Keywords:  CiteSpace; VOSviewer; heart disease (HD); miRNA; visual analysis
    DOI:  https://doi.org/10.3389/fcvm.2025.1465646
  19. Front Aging Neurosci. 2025 ;17 1534368
       Objective: The aim of this study is to conduct bibliometric analysis and visualization of the research progress of lipid droplets in the central nervous system in detail using CiteSpace, VOSviewer, and to explore the current research status, hotspots, and research trends, with a view to providing a basis for future research.
    Methods: This study utilized the Web of Science database to search for 1,066 relevant publications on lipid droplets in the central nervous system from 2000 to 2024. Bibliometric analysis was conducted using CiteSpace and VOSviewer software, producing metrics such as annual publication trends, contributions by countries, institutions, and authors, keyword co-occurrences, and reference co-citation networks. The literature of 25 years or so was explored visually to identify the important areas of lipid droplets in neurological research.
    Results: Miguel Lopez is the largest contributor to the relevant literature with 10 publications. The United States, China, Johns Hopkins University, the University of Cambridge, and Zhejiang University are the top contributors in terms of publication volume in this research area. Current research emphasizes the mechanisms of lipid droplets in oxidative stress, neuroinflammation, and related degenerative diseases, with a particular focus on Alzheimer's Disease.
    Conclusion: Our analysis suggests enhancing collaboration among countries, institutions, and authors in clinical and basic research on brain lipid droplets.
    Keywords:  bibliometrics; hotspots; lipid droplets; nervous system; visual analysis
    DOI:  https://doi.org/10.3389/fnagi.2025.1534368
  20. Front Med (Lausanne). 2025 ;12 1543571
       Background: Idiopathic pulmonary fibrosis (IPF) is a progressive and irreversible interstitial lung disease characterized by high mortality rates. An expanding body of evidence highlights the critical role of targeted therapies in the management of IPF. Nevertheless, there is a paucity of bibliometric studies that have comprehensively assessed this domain. This study seeks to examine global literature production and research trends related to targeted therapies for IPF.
    Method: A literature search was conducted using the Web of Science Core Collection, encompassing publications from 2004 to 2024, focusing on targeted therapies for IPF. The bibliometric analysis utilized tools such as VOSviewer, CiteSpace, and the "bibliometrix" package in R.
    Results: A total of 2,779 papers were included in the analysis, demonstrating a general trend of continuous growth in the number of publications over time. The United States contributed the highest number of publications, totaling 1,052, while France achieved the highest average citation rate at 75.74. The University of Michigan Medical School was the leading institution in terms of publication output, with 88 papers. Principal Investigator Naftali Kaminski was identified as the most prolific researcher in the field. The American Journal of Respiratory Cell and Molecular Biology emerged as the journal with the highest number of publications, featuring 98 articles. In recent years, the research has emerged surrounding targeted therapies for IPF, particularly focusing on agents such as TGF-β, pathogenesis, and autotaxin inhibitor.
    Conclusion: In this bibliometric study, we systematically analyze research trends related to targeted therapies for IPF, elucidating recent research frontiers and emerging directions. The selected keywords-idiopathic pulmonary fibrosis, targeted therapy, bibliometric analysis, transforming growth factor β, and autotaxin inhibitor-capture the essential aspects of this research domain. This analysis serves as a reference point for future investigations into targeted therapies.
    Keywords:  autotaxin inhibitor; bibliometric analysis; idiopathic pulmonary fibrosis; targeted therapy; transforming growth factor β
    DOI:  https://doi.org/10.3389/fmed.2025.1543571
  21. Health SA. 2025 ;30 2776
       Background: While hundreds of Fulbright awards have been given, little is known about the impact of such engagement despite a goal of increased research partnership and collaboration.
    Aim: The extent and impact of a Fulbright award was explored by examining referencing of primary collaborative publications.
    Setting: Seven databases and two alternative sources from 2013 to 2023 were reviewed.
    Methods: Co-citation analysis identified pairs of referenced articles. Subsequently, a bibliometric approach was used to quantitatively and visually capture and analyse publications using data visualisation software.
    Results: A search of sources found 773 citations citing the 16 primary works. Following the elimination of duplicates, 273 publications remained. Also examined was the non-scientific downstream noted in social media (n = 66). Based on co-citation analysis, there was a sharp uptick in the utilisation of primary citations (n = 273) compared to a 2019 analysis (n = 42). Journal Impact Factors of citing works had a high of 5.379 from 2.079 in 2019. Primary citations in open access journals demonstrated greater referencing, and the COVID-19 pandemic exacerbated utilisation of some works. Citing works focussed on three clusters: compassion fatigue, birth stories and Ubuntu. Most citing works originated from South Africa and the United States of America and consisted of multidisciplinary investigators with interfacility alliance and team science engagement. Nursing or midwifery were the main disciplines of first authors in citing articles (n = 153).
    Conclusion: Co-citation analysis and downstream use of publications in social media provided evidence of the impact of a Fulbright award on scholarship with persistence over time.
    Contributions: Fulbright awards promote collaborative teamwork between disciplines and is of clear benefit to scientists.
    Keywords:  Fulbright award; altmetrics; bibliometric analysis; bibliometric mapping; bibliometrics; citation analysis; data visualisation; infographics
    DOI:  https://doi.org/10.4102/hsag.v30i0.2776
  22. Front Pharmacol. 2025 ;16 1550208
       Background: With the rapid development of extracellular vesicles (EVs) in regenerative medicine research, they have become a promising new direction in the mechanistic, diagnosis and treatment studies of degenerative musculoskeletal diseases (DMDs), and has attracted increasing attention. However, there is currently a lack of comprehensive and objective summary analysis to help researchers quickly and conveniently understand the development trajectory and future trends of this field.
    Method: This study collected articles and reviews published from 2006 to 2024 on EVs in DMDs from the Web of Science database. Bibliometric and visual analysis was conducted using several tools, including Microsoft Excel Office, VOSviewer, CiteSpace, Pajek, and R packages.
    Results: 1,182 publications were included in the analysis from 2006 to 2024. Notably, there was a rapid increase in the number of publications starting in 2016, suggesting that this field remains in a developmental stage. Co-authorship analysis revealed that China ranked first in terms of publications, whereas the United States led in citations. The journal with the highest number of publications was International Journal of Molecular Sciences (INT J MOL SCI). The most prolific authors were Ragni, E with 23 publications, while the most cited author was Toh, WS. Additionally, nine of the top 10 institutions were from China, with Shanghai Jiao Tong University leading in the number of publications. The most cited article was "MSC exosomes mediate cartilage repair by enhancing proliferation, attenuating apoptosis and modulating immune reactivity", authored by Zhang, S, and published in BIOMATERIALS in 2018.
    Conclusion: This study, through bibliometric and visual analysis, clearly illustrates the collaborative relationships among countries, authors, institutions, and journals, providing valuable insights for researchers seeking academic collaboration opportunities. Moreover, the analysis of keywords and citations allows researchers to better understand key research hotspots and frontiers in this field, and points toward promising directions for future research. The growing interest in EV research in DMDs over recent years indicates increasing attention and a dynamic progression in this field.
    Keywords:  bibliometric analysis; cell-free therapy; degenerative musculoskeletal diseases; extracellular vesicles; senescence
    DOI:  https://doi.org/10.3389/fphar.2025.1550208
  23. Oral Surg Oral Med Oral Pathol Oral Radiol. 2025 Feb 27. pii: S2212-4403(25)00804-1. [Epub ahead of print]
       OBJECTIVE: This bibliometric analysis aims to explore scientific data on Artificial Intelligence (AI) and Head and Neck Cancer (HNC).
    STUDY DESIGN: AI-related HNC articles from the Web of Science Core Collection were searched. VosViewer and Biblioshiny/Bibiometrix for R Studio were used for data synthesis. This analysis covered key characteristics such as sources, authors, affiliations, countries, citations and top cited articles, keyword analysis, and trending topics.
    RESULTS: A total of 1,019 papers from 1995 to 2024 were included. Among them, 71.6% were original research articles, 7.6% were reviews, and 20.8% took other forms. The fifty most cited documents highlighted radiology as the most explored specialty, with an emphasis on deep learning models for segmentation. The publications have been increasing, with an annual growth rate of 94.4% after 2016. Among the 20 most productive countries, 14 are high-income economies. The keywords of strong citation revealed 2 main clusters: radiomics and radiotherapy. The most frequently keywords include machine learning, deep learning, artificial intelligence, and head and neck cancer, with recent emphasis on diagnosis, survival prediction, and histopathology.
    CONCLUSIONS: There has been an increase in the use of AI in HNC research since 2016 and indicated a notable disparity in publication quantity between high-income and low/middle-income countries. Future research should prioritize clinical validation and standardization to facilitate the integration of AI in HNC management, particularly in underrepresented regions.
    DOI:  https://doi.org/10.1016/j.oooo.2025.02.014
  24. J Multidiscip Healthc. 2025 ;18 1731-1744
       Background: Increasing evidence suggests that checklist plays an important role in chronic disease. This study aims to use bibliometric methods to explore the evolving global research trends, hotspots, and emerging frontiers of the application of checklist in chronic disease research, providing deeper insights into the current research landscape and guiding future chronic disease management development efforts.
    Methods: Bibliometrics analysis was performed utilizing RStudio and VOSviewer software. This atlas analyzed the global research trends, hotspots and emerging trends.
    Results: In total, there were 408 publications authored by 2398 authors from 784 institutions and 53 countries, published in 274 journals. The USA led in publication numbers, international cooperation and societal impact. The leading core journal was Archives of Pathology & Laboratory Medicine. The first highly cited document was published in Psychological Assessment by Bovin MJ et al. Chronic disease management, and the validity of treatment and recovery were the hotspots and potential trends.
    Conclusion: This study provides a comprehensive bibliometric analysis of the application of checklist in chronic disease research, uncovering global research trends and current hotspots while offering valuable insights and references for future research directions.
    Keywords:  bibliometric analysis; checklist; chronic disease; frontier hotspots; global research trends
    DOI:  https://doi.org/10.2147/JMDH.S511639
  25. Front Cell Dev Biol. 2025 ;13 1552727
       Background: Bone defect, a common orthopedic condition, is characterized by a lengthy and impactful treatment period, posing a considerable challenge in clinical settings. Medical technology has advanced notably, and has effectively treated an increasing number of patients with bone defects. Consequently, there has been an explosion of research articles on bone regeneration, including a substantial number on the application of exosomes. Exosomes, especially those derived from stem cells, have been confirmed to be effective in bone regeneration and have garnered widespread attention in the last decade. Therefore, this study conducted a bibliometric analysis on publications related to the application of exosomes for bone regeneration. The objectives are to explore the development history and research hotspots in this field over the past 10 years, predict future development trends, and provide guidance for subsequent research.
    Methods: The Web of Science Core Collection (WoSCC) database was searched for articles related to exosomes and bone regeneration published from 1 January 2014, to 31 December 2023. The collected literature was analyzed using software such as Microsoft Excel, CiteSpace 6.3R1, VOSviewer 1.6.20, and the bibliometric online platform (https://bibliometric.com).
    Results: A total of 3,004 articles published by 2,729 institutions from 68 countries were included in this study. The number of articles on the application of exosomes for bone regeneration has increased annually over the last decade. China was the most prolific country in this field, with a total of 1,468 papers; Shanghai Jiao Tong University (China) was the institution with the highest number of publications (117 publications). In terms of authors, Xin Wang, Yi Zhang, and Yang Wang were the three who published the highest number of papers, with 14 papers each. Co-citation analysis revealed that the article published by Valadi H in 2007 has the highest number of co-citations (270 times of quotation). Additionally, most research hotspots focused on the function of exosomes and the mechanism of action. Furthermore, the importance of osteoblast differentiation and angiogenesis in bone regeneration has also garnered significant attention from scholars in this field.
    Conclusion: This study reviewed the research achievements on the application of exosomes for bone regeneration over the past 10 years, utilizing bibliometric analysis tools. It visualized the countries, institutions, authors, and journals that have made significant contributions to this field, revealed current research hotspots, and finally explored future development trends.
    Keywords:  bibliometrics; bone regeneration; exosomes; osteogenesis; stem cells
    DOI:  https://doi.org/10.3389/fcell.2025.1552727
  26. Mol Biotechnol. 2025 Apr 02.
      Nitrogen-containing compounds, particularly those with chiral amine structures, play a crucial role in the development of organic active pharmaceutical ingredients. Imine reductases (IREDs), NAD(P)H-dependent enzymes that catalyze the reduction of cyclic imines and the reductive amination of prochiral ketones, offer significant industrial potential for the synthesis of chiral amines. However, despite the growing body of research, a comprehensive and unbiased assessment of IRED research remains lacking. This study aims to explore the research landscape and evolution of IREDs using bibliometric and knowledge mapping methods. A total of 239 research articles and reviews on IREDs, published between 2010 and 2024, were retrieved from the Web of Science Core Collection and analyzed using tools such as CiteSpace, VOSviewer, Pajek, and Scimago Graphica. Results showed a consistent increase in both publications and citations, with a sharp rise since 2014. Collaboration network analysis revealed that the United Kingdom leads the field in terms of publications and influential institutions, while ChemCatChem was identified as the journal with the highest number of articles. Nicholas J. Turner emerged as a key researcher, having published the most papers and achieving the second-highest citation frequency. Research trends and keyword analysis highlighted areas of focus such as IRED crystal structure resolution, protein engineering modifications, and expanded industrial applications, including multi-enzyme cascade reactions. Ongoing advancements in synthetic biology, protein modifications, and enzyme engineering are expected to drive further studies on highly active IREDs for asymmetric synthesis of pharmaceutical compounds, positioning this research at the forefront of the field. By employing bibliometric analysis, this study provides the first visual representation of IRED research, offering valuable insights into current trends and emerging topics that will aid scholars in identifying key research areas and potential collaborators.
    Keywords:  Bibliometric analysis; Enzyme engineering; Imine reductases (IREDs); Pharmaceutical compounds; Protein modifications
    DOI:  https://doi.org/10.1007/s12033-025-01421-9
  27. Health Psychol Res. 2025 ;13 133568
      A bibliometric analysis was conducted with a focus on global literature from 1967 to 2024 to conduct a thorough analysis of the scientific literature on early onset dementia (EOD) and its symptoms. A review of 2,433 articles focused on EOD revealed a marked upward trend in publications, especially after 1991. The United States led the world in research output, followed by the United Kingdom and Japan. The most active college was University College London. As the first study of its kind, it uses bibliometrics to analyze the global field of EOD (1967-2024) using a variety of indicators, offering fresh perspectives on the areas of greatest interest and emerging trends in the field.
    Keywords:  bibliometric analysis; dementia; early onset dementia
    DOI:  https://doi.org/10.52965/001c.133568
  28. Front Neurol. 2025 ;16 1505533
       Objective: To examine the focal areas of research in the early diagnosis of stroke through machine learning identification of magnetic resonance imaging characteristics from 2004 to 2023.
    Methods: Data were gathered from the Science Citation Index-Expanded (SCI-E) within the Web of Science Core Collection (WoSCC). Utilizing CiteSpace 6.2.R6, a thorough analysis was conducted, encompassing publications, authors, cited authors, countries, institutions, cited journals, references, and keywords. This investigation covered the period from 2004 to 2023, with the data retrieval completed on December 1, 2023, in a single day.
    Results: In total, 395 articles were incorporated into the analysis. Prior to 2015, the annual publication count was under 10, but a significant surge in publications was observed post-2015. Institutions and authors from the USA and China have established themselves as mature academic entities on a global scale, forging extensive collaborative networks with other institutions. High-impact journals in this field predominantly feature in top-tier publications, indicating a consensus in the medical community on the application of machine learning for early stroke diagnosis. "deep learning," "magnetic resonance imaging," and "stroke" emerged as the most attention-gathering keywords among researchers. The development in this field is marked by a coexisting pattern of interdisciplinary integration and refinement within major disciplinary branches.
    Conclusion: The application of machine learning in the early prediction and personalized medical plans for stroke patients using neuroimaging characteristics offers significant value. The most notable research hotspots currently are the optimal selection of neural imaging markers and the most suitable machine learning algorithm models.
    Keywords:  WoSCC; bibliometric analysis; machine learning; magnetic resonance imaging; stroke
    DOI:  https://doi.org/10.3389/fneur.2025.1505533
  29. World J Gastrointest Surg. 2025 Mar 27. 17(3): 100920
       BACKGROUND: Esophageal stricture is a prevalent condition affecting the digestive system, primarily marked by dysphagia and the obstruction of food passage through the esophagus. This narrowing of the esophageal lumen can significantly impact a person's ability to eat and drink comfortably, often leading to a decrease in nutritional intake and quality of life.
    AIM: To explore the current research status and future trends of esophageal stricture through bibliometric analysis.
    METHODS: Literature on esophageal stricture from 2004 to 2023 was retrieved from the Web of Science Core Collection. Statistical analysis was performed using Excel, VOSviewer, CiteSpace, and RStudio. This study provides data on annual production trends, countries/regions, influential authors, institutions, journals, references, and keywords.
    RESULTS: The study included 1485 publications written by 7469 authors from 1692 institutions across 66 countries/regions, published in 417 journals. The United States, China, and Japan are the major contributors to this field, with many quality papers. Song Ho-young, Diseases of the Esophagus, Gastrointestinal Endoscopy, and Mayo Clinic are the top authors, journals, co-cited journals, and institutions, respectively. The most frequent keywords are stent, endoscopy, management, etiology, and prevention; regenerative medicine, endoscopic injection, and autologous tissue transplantation are the latest research frontiers. These keywords reflect continuous advancements in technical innovation, treatment strategies, preventive measures in the esophageal stricture research field, and a sustained focus on improving patient prognosis. In contrast, the basic sciences were underrepresented.
    CONCLUSION: This study provides an insightful analysis of the developments in the field of esophageal stricture over the past twenty years, with stent placement is currently a hot research topic.
    Keywords:  Bibliometrics; CiteSpace; Esophageal stricture; Stents; VOSviewer
    DOI:  https://doi.org/10.4240/wjgs.v17.i3.100920
  30. BDJ Open. 2025 Mar 31. 11(1): 31
       BACKGROUND: Oral appliances (OAs) are widely used in the management of obstructive sleep apnea (OSA), yet a comprehensive understanding of the research landscape in this field is lacking. This study aims to map the global research trends, influential publications, leading researchers, and emerging areas of interest related to OAs for OSA.
    METHODOLOGY: Data were retrieved from the Scopus. The search included terms related to OSA and OA. Articles were screened using Rayyan software. VOS viewer™ and Bibliometrix were used for analysis. Data were visualized through network maps and graphs to identify key authors, research centers, countries, and keyword trends. Co-occurrence of keywords and citation patterns were assessed to understand the research dynamics.
    RESULTS: Out of 1370 initially retrieved articles, 753 were selected for final analysis, revealing a marked increase in scientific output in recent years. The study identified approximately 2400 researchers, with notable work from Cistulli P.A., Vanderveken O.M., and Lowe A.A., who formed key clusters. Major research hubs included The University of British Columbia, The University of Sydney, and Royal North Shore Hospital. The USA and Japan led in citations and publications. Global collaboration patterns were evident, showing contributions from various countries. Keywords like "obstructive sleep apnea," "mandibular advancement device," and "oral appliance" were frequently used, while emerging trends highlighted gaps in research related to tongue retaining and hybrid appliances. The top 20 cited documents from 1995-2020 encompassed reviews, clinical practice guidelines, and randomized trials, with the "Sleep" journal being the most cited source.
    CONCLUSION: This bibliometric analysis provides a detailed overview of the research landscape on OAs for OSA. The study highlights significant trends, influential researchers, and key research centers. It also identifies emerging areas of interest and research gaps, offering guidance for future research to enhance the clinical effectiveness and adoption of OA therapy for OSA.
    DOI:  https://doi.org/10.1038/s41405-025-00305-z
  31. Front Oncol. 2025 ;15 1525650
      In recent years, with the rapid advancement of computer science, artificial intelligence has found extensive applications and has been the subject of significant research within the healthcare industry, particularly in areas such as medical imaging, diagnostics, biomedical engineering, and health data analytics. Artificial intelligence has also made considerable inroads in the diagnosis and treatment of thyroid cancer. This study aims to evaluate the progress, current hotspots, and potential future directions of research on artificial intelligence in the field of thyroid cancer through a bibliometric analysis. This study retrieved literature on the application of artificial intelligence in thyroid cancer from 2004 to 2024 from the Web of Science Core Collection (WoSCC) database. A retrospective bibliometric analysis and visualization study of the filtered data were conducted using VOSviewer, CiteSpace, and the Bibliometrix package in R software. A total of 956 articles from 70 countries/regions were included. China had the highest number of publications, with Shanghai Jiao Tong University (China) being the most prolific research institution. The most prolific author was Wei, X. (n=14), while Haugen, B. R. was the most co-cited author (n=297). The Frontiers in Oncology (35 articles, IF=3.5, Q1) was the most frequently publishing journal, and Thyroid (cited 1,705 times) was the most co-cited journal. Keywords such as 'ultrasound,' 'deep learning,' and 'diagnosis' indicate research hotspots in this field. This study provides a comprehensive exposition of the current advancements, emerging trends, and future directions of artificial intelligence in thyroid cancer research. It serves as a valuable resource for clinicians and researchers, offering a systematic understanding of key focal areas in the field, thereby assisting in the identification and determination of future research trajectories.
    Keywords:  artificial intelligence; bibliometric analysis; cancer; neoplasm; thyroid cancer
    DOI:  https://doi.org/10.3389/fonc.2025.1525650
  32. Discov Oncol. 2025 Apr 02. 16(1): 451
       BACKGROUND: Prostate cancer (PC) contributes to male mortality worldwide. The objective of this study is to comprehensively depict the scientific accomplishments and research trends in nanotechnology for PC applications.
    METHODS: Utilizing the Web of Science Core Collection database, publications were gathered on the basis of inclusion and selection criteria. The publications were analyzed and visualized using VOSviewer, R-studio and CiteSpace software tools.
    RESULTS: A total of 1949 studies were incorporated. Farokhzad was the most productive author. The United States and China released 58.13% of the total publications. The Chinese Academy of Sciences was the most influential institution, and the International Journal of Nanomedicine stood out as a prominent journal in this field. The most frequently referenced publication and research subject category were identified. The most extensively investigated area was nanoparticle-based drug delivery, while recent research has focused on anticancer with novel nanocarriers.
    CONCLUSION: A bibliometric analysis in the PC and nanotechnology was conducted between 2004 and 2023. The overview and characteristics of the publications were identified. We discussed the application and restrictions faced by nanotechnology in PC management. The study of nanotechnology in PC treatment needs to be further studied.
    Keywords:  Bibliometric analysis; Delivery; Nanoparticles; Nanotechnology; Prostate cancer
    DOI:  https://doi.org/10.1007/s12672-025-02265-0
  33. Curr Pain Headache Rep. 2025 Apr 04. 29(1): 73
       BACKGROUND: Neuropathic pain represents a significant public health concern due to its complex pathophysiology and the disability it can cause. Despite advancements in understanding its underlying mechanisms and potential treatments, challenges persist in achieving effective management. This bibliometric analysis aims to offer a comprehensive overview of research trends, key contributors, and existing gaps in the literature on neuropathic pain, providing valuable insights to guide future studies and enhance clinical approaches.
    METHODS: A bibliometric analysis was conducted using the Web of Science Core Collection (WoSCC) database. Key metrics, including publication trends, citation patterns, co-authorship networks, and keyword co-occurrence, were evaluated. Statistical analyses included average annual percentage change (APC) assessments and trend forecasting with an Auto Regressive Integrated Moving Average (ARIMA) model.
    RESULTS: A total of 9,974 studies published between 2005 and 2024 were included. Publications peaked between 2021 and 2022 but showed a slight decline thereafter, with forecasts predicting a steady increase from 2025 to 2030. Most papers were published in high-impact Q1 journals, reflecting the quality of research. Co-authorship analysis revealed central hubs of collaboration in the USA and China, with limited integration of smaller countries into the global research network. Keyword analysis identified multiple thematic clusters, including "chronic pain," "molecular mechanisms," and "clinical management." Specific gaps were noted in understanding personalized therapeutic approaches, and non-pharmacological interventions.
    CONCLUSIONS: This analysis underscores the critical need for continued research to address gaps in diagnosis, treatment, and management of neuropathic pain. Strengthening international collaborations and fostering multidisciplinary efforts will be pivotal in advancing this field.
    Keywords:  Bibliometric analysis; Chronic pain; Neuropathic pain; Neurostimulation; Pain management; Pain research; Research trends
    DOI:  https://doi.org/10.1007/s11916-025-01384-1
  34. Radiat Environ Biophys. 2025 Mar 29.
      The impact of space radiation on health (SRHE) is extensive and significantly influences public health and space operations, making it essential to analyze global collaboration networks and track developmental trends over the last decade. However, bibliometric analysis in this area remains limited. This study aims to outline publication trends, citation patterns, major journals, key authors, institutional and national collaborations, and to explore emerging themes and future directions. A bibliometric analysis was conducted using CiteSpace, Bibliometrix in R, and VOSviewer on SRHE research from the Web of Science Core Collection up to November 12, 2023. The analysis included 390 records from 4,857 journals, involving 1,918 authors across 701 institutions in 53 countries. The predominant publications were Articles and Review Articles in Life Sciences and Biomedicine, with a notable publication surge in 2020. The most cited work was by Li et al. (2017), with Cucinotta F.A. as the most prolific author. The USA led in publications, citations, and collaboration strength, followed by Germany and China. Key journals include Radiation Research, Plos One, Life Sciences in Space Research, and Health Physics. Research has focused on radiation exposure effects, DNA damage repair, astronaut health risks, and radiation protection, with emerging trends in microgravity, astrobiology, and lifespan research, which examines the biological, psychological, and social aspects of aging and the entire life course, aiming to understand and extend the health span-the period of life free from chronic diseases and age-related disabilities-rather than just the total lifespan. Future research may benefit from focusing on personalized radiation protection, exploring biological mechanisms, and embracing technological innovations, based on the trends observed in this study.
    Keywords:  Bibliometrix; CiteSpace; Health effects; Radiation protection; Space radiation; VOSviewer
    DOI:  https://doi.org/10.1007/s00411-025-01115-5
  35. Future Sci OA. 2025 Dec;11(1): 2484159
       BACKGROUND: Cancer, influenced by genetics and the environment, involves anoikis, a cell death mechanism upon extracellular matrix detachment crucial for metastasis. Understanding this relationship is key for therapy. We analyze cancer and anoikis trends using bibliometrics.
    METHODS: A search was conducted from Web of Science Core, PubMed, Scopus and non-English databases such as the CNKI (inception- 21 December 2024). Data analysis employed Microsoft Excel, VOSviewer, CiteSpace, R software, and the online platform (https://bibliometric.com/).
    RESULTS: 2510 publications were retrieved, with a significant increase in the last decade. China led, the University of Texas system was productive, and the Oncogene Journal was popular. Breast, and colorectal cancers were frequently studied. Among them, representative tumor-related mechanisms were identified, commonalities such as (EMT, ECM, autophagy) and respective specific mechanisms were summarized.
    CONCLUSION: This bibliometric analysis highlights rapid advances in anoikis research in cancer, emphasizing EMT and FAK pathways' translational potential, guiding targeted therapies, and improving cancer treatment outcomes.
    Keywords:  Anoikis; Bibliometric analysis; Cancer; CiteSpace; VOSviewer
    DOI:  https://doi.org/10.1080/20565623.2025.2484159
  36. Front Neurol. 2025 ;16 1510331
       Background: Peripheral nervous system diseases (PNSD) have represented a major global health burden, leading to significant economic impacts and diminished productivity. This bibliometric analysis was performed to summarize the current research trends and hotspots over the past two decades, aiming to provide a comprehensive perspective for future research.
    Methods: All data were sourced from the Web of Science Core Collection (WoSCC) on March 1, 2024, for publications between January 1, 2004, and December 31, 2023. Data visualization and analyses, including descriptive statistics, co-occurrence mapping, and cluster analysis, were performed using CiteSpace (Version 6.1.R6) and Excel 2021.
    Results: Our search yielded 678 references, with the annual publication count demonstrating an increasing trend over the past 20 years. The most productive country and institution were China and Kyung Hee University, respectively. Fang Jianqiao, was the most prolific author with the highest publications. Among journals, "Pain," was the most frequently cited, while the top-cited reference was a randomized controlled pilot trial by Lu Weidong in 2020. "Acupuncture" emerged as the keyword with the highest frequency. The meta-analysis indicated that acupuncture was more effective than standard care for pain associated with Diabetic Peripheral Neuropathy [MD = -2.03, 95% CI (-2.86, -1.21), 2 RCTs, 102 participants, p < 0.0001].
    Conclusion: Our bibliometric review revealed key insights into the focal areas of PNSD research, underscoring the urgent need for continued and targeted high-quality investigations.
    Keywords:  CiteSpace; acupuncture therapy; bibliometric analysis; pain management; peripheral nervous system diseases; peripheral neuropathy
    DOI:  https://doi.org/10.3389/fneur.2025.1510331
  37. Comput Inform Nurs. 2025 Mar 31.
       OBJECTIVE: As scenario-based simulation teaching gains traction in nursing education, a thorough bibliometric analysis is essential to uncover the breadth and depth of existing research, highlight key trends, and address gaps in multicenter studies.
    METHODS: This study systematically reviewed articles on scenario-based simulation teaching in nursing published from January 2010 to January 2024, sourced from the Web of Science core collection and Scopus databases. Employing CiteSpace and R language, we analyzed publication patterns, journal distributions, and keyword frequencies to map the field's evolution and collaborative networks.
    RESULTS: Our findings reveal a steady increase in publications over the study period, with significant growth noted between 2015 and 2019. Higher education institutions, predominantly from the United States, China, the United Kingdom, and Germany, are at the forefront of research in this area. These nations also exhibit robust international collaborations. Key research hotspots include advancements in medical education methodologies and the integration of modern technologies.
    CONCLUSION: This bibliometric analysis provides a comprehensive overview of nursing education's scenario-based simulation teaching landscape. It identifies enduring trends and emerging hotspots, offering a valuable foundation for future research and the development of innovative educational practices.
    DOI:  https://doi.org/10.1097/CIN.0000000000001291
  38. Front Hum Neurosci. 2025 ;19 1544812
      This bibliometric analysis comprehensively investigates the literature on acupuncture for stroke rehabilitation, aiming to identify key research hotspots, map the underlying knowledge structure, and examine developmental trends. The central hypothesis posits that acupuncture plays a pivotal role in enhancing neurological and motor function recovery in stroke patients, particularly when combined with complementary therapeutic modalities. A total of 2,217 relevant publications, spanning from database inception through 2024, were selected following stringent data screening and cleaning protocols. Utilizing advanced bibliometric tools such as CiteSpace and VOSviewer, we analyzed publication trends, leading authors, influential institutions, and citation networks. Our findings reveal a consistent and significant increase in research activity, with China emerging as the predominant contributor to this field. The analysis strongly emphasizes neurological recovery, motor function improvement, language rehabilitation, and the integration of acupuncture with other therapeutic strategies. Prominent keywords, including "acupuncture treatment," "scalp acupuncture," "electroacupuncture," and "rehabilitation therapy," reflect the evolving priorities within this domain. This study provides valuable evidence-based insights to guide future research on acupuncture for stroke rehabilitation, offering a solid framework for experimental investigations. By delineating the knowledge landscape, it contributes to refining research hypotheses and optimizing the clinical application of acupuncture in stroke recovery.
    Systematic review registration: https://inplasy.com/, INPLASY202530038.
    Keywords:  CiteSpace; VOSviewer; acupuncture; bibliometrics analysis; stroke
    DOI:  https://doi.org/10.3389/fnhum.2025.1544812
  39. Front Pharmacol. 2025 ;16 1431311
       Background: Calcific aortic valve stenosis (CAVS) is a common cardiovascular condition associated with significant adverse events and high mortality rates. Unfortunately, there are currently no effective pharmacological treatments to halt or prevent its progression. Through our analysis of global trends and treatment strategies, we have identified valuable insights and promising therapeutic possibilities. Additionally, by utilizing bibliometric and visualization techniques, we provide a comprehensive overview of the current research landscape in this field.
    Method: According to our design idea, we used the Web of Science database to select publications on aortic stenosis and related treatments. Through our VOSviewer and CiteSpace analysis, a total of 787 articles have been analyzed by September 2024. We also summarize and explore the most prolific authors, the most prolific countries, and the journals and institutions that publish the most articles.
    Results: A visual analysis of the collected articles reveals that Canada and the United States have the highest publication volumes in this field. Among institutions, Harvard University in the U.S. leads in publication count, followed by Laval University in Canada and the University of California in the U.S. The top three research hotspots are stenosis, calcification, and progression. The journal with the highest number of publications in this area is Frontiers in Cardiovascular Medicine, followed by Catheterization and Cardiovascular Interventions and Arteriosclerosis, Thrombosis and Vascular Biology. Furthermore, research on CAVS treatment spans various directions and focuses, including therapeutic approaches, pathogenesis, and diagnostic methods.
    Conclusion: Research into CAVS treatment has advanced significantly over the years. While interventional and surgical valve replacement remains the mainstay treatments for aortic stenosis, they are insufficient to fully meet the needs of the patient. Emerging priorities now focus on improving diagnostics, exploring innovative therapies, uncovering disease mechanisms, and developing novel drugs. These findings highlight the evolving demands in this field and underscore the need for continued research to address these challenges.
    Keywords:  bibliometric analysis; calcific aortic valve stenosis (CAVS); knowledge mapping analysis; research hotspots; treatment modalities
    DOI:  https://doi.org/10.3389/fphar.2025.1431311
  40. J Water Health. 2025 Mar;23(3): 322-335
      Microplastics in water have emerged as a significant public concern in recent years due to their potential adverse impacts on both human and animal health. This study conducts an analysis of articles published in key journals indexed in the Web of Science from 2011 to 2023, employing CiteSpace and VOSviewer for data extraction and visualization. The results elucidate a marked increase in both the number of publications and citations since 2018. Initially, the United Kingdom was at the forefront of research output in this domain, with a publication proportion of 16.59% from 2011 to 2017 and 4.37% from 2018 to 2023. However, the proportion of publications in China has increased from 10.31 to 40.45%. Notably, the Marine Pollution Bulletin has not only been an early contributor to this field but also holds the record for the highest number of published articles. Keyword analysis indicates research trends and hotspots. Recent investigations on microplastic removal techniques have predominantly centered on adsorption. Moreover, studies focusing on microplastics in surface water have also garnered considerable attention. This study offers a comprehensive review of existing research and provides guidance for future directions in microplastic research.
    Keywords:  bibliometric analysis; microplastics; network analysis; water bodies
    DOI:  https://doi.org/10.2166/wh.2025.211
  41. Sex Med Rev. 2025 Mar 30. pii: qeaf019. [Epub ahead of print]
       INTRODUCTION: Sexual satisfaction is a key component of individual and relational well-being and is defined as the subjective perception of enjoyment and fulfillment in sexual life. For individuals and couples belonging to sexual orientation and gender diversities (SOGDs), this satisfaction may be influenced by unique factors related to the experience of their sexual orientation and gender identity. However, the scientific literature exploring sexual satisfaction in these groups remains scarce. The present work analyzes the growth and characteristics of scientific production in this field of study.
    OBJECTIVES: Mapping scientific articles indexed in Scopus and Web of Science on the scientific production of sexual satisfaction in SOGD individuals and couples and identifying the production growth, sources, authors, countries and affiliations, relevant terms, and collaborative networks.
    METHODS: A bibliometric analysis of 333 articles published in scientific journals was performed. The selected studies included terms related to the SOGD population and sexual satisfaction in the title, abstract and keywords. The articles covered the period 1976-2023 and were analyzed in terms of temporal production; authors, countries and institutions; relevant terms; trend topics; co-occurrence; and collaborations, using R-bibliometrix and VOSviewer.
    RESULTS: The analysis revealed a progressive growth in scientific production, especially in the last decade. The main journals that published on the subject include The Journal of Sexual Medicine, Archives of Sexual Behavior, and The Journal of Sex Research. The studies were mainly concentrated in North American and European countries. Recurring terms such as HIV and relationship satisfaction were identified, while some SOGD collectives remained underrepresented. Additionally, limited intellectual collaboration networks were observed.
    CONCLUSIONS: This analysis highlights the need to expand research on sexual satisfaction in SOGD populations to include underrepresented regions and groups. A more inclusive and collaborative approach is recommended, addressing experiences of sexual satisfaction from affirmative and multicultural perspectives.
    Keywords:  LGBT; SOGD; bibliometric analysis; research trends; sexual satisfaction
    DOI:  https://doi.org/10.1093/sxmrev/qeaf019
  42. Drug Des Devel Ther. 2025 ;19 2329-2349
       Purpose: This bibliometric study aims to comprehensively analyze the research landscape of Maca (Lepidium meyenii Walp.) from 2003 to 2024, identifying key research areas, trends, and patterns, as well as the roles of major countries and institutions in advancing the field.
    Methods: A quantitative analysis of literature pertaining to Maca was performed utilizing the bibliometric tools VOSviewer, CiteSpace, and R Bibliometrix. This analysis encompassed an examination of publication frequency, author collaboration networks, and keyword co-occurrence patterns.
    Results: The number of published studies on Maca has increased every year since it was studied, with China, Peru, and the United States being the leading countries studied. Research focuses on pharmacology (hormone regulation, antioxidant effects), nutrition (nutrient composition), phytochemistry (bioactive compounds) and agriculture (cultivation techniques). An important feature of Maca research is international collaboration, including researchers from Asia, Europe, South America, and other regions. Keywords such as "maca", "nutritional composition" and "pharmacological action" are particularly prominent. The study of maca polysaccharides has become a focus area, showing potential in various aspects of health such as immunity and anti-tumor effect.
    Conclusion: Maca research is growing, with international collaboration crucial. Future research should explore Maca's biological mechanisms deeper, especially those of Maca polysaccharide, and enhance cross-country research comparisons. Our study provides a comprehensive understanding of Maca research trends, guiding further investigations.
    Keywords:  CiteSpace; Maca (Lepidium meyenii Walp.); R bibliometrix; VOSviewer; bibliometrics; literature analysis; trends
    DOI:  https://doi.org/10.2147/DDDT.S499849
  43. Folia Parasitol (Praha). 2025 Mar 19. pii: 2025.010. [Epub ahead of print]72
      Blood-sucking arthropods belonging to the order Diptera, encompassing mosquitoes, sandflies, midges, blackflies, horseflies and tsetseflies serve as vectors for a myriad of pathogens, inflicting substantial harm on both human and animal health globally. The analysis and visualisation of global hotspots and trends pertaining to vector-borne diseases, stemming from these six categories of arthropods, constituted a reliable reference for further delving into the research on Diptera insect vectors. To achieve this, we mined literature information from the Web of Science Core Collection (WoSCC), encompassing all publications related to these six arthropod groups, and leveraged VOSviewer software for bibliometric analysis and visualisation. This resulted in the construction of comprehensive relationship networks encompassing keywords, countries, institutions and authors. A comprehensive analysis encompassed 41,393 research publications, segmented into 34,363 studies on mosquitoes, 1,668 on sandflies, 3,665 on midges, 241 on blackflies, 336 on horseflies and 1,120 on tsetseflies. The bibliometric analysis, coupled with visual characterisation, offered a multifaceted synthesis of the gathered data from diverse angles. The scientometric analysis quantitatively assessed and identified the contributions of keywords, countries, institutions and authors pertaining to the research of each vector. The resulting visualisation knowledge maps elucidate collaborative network relationships within the respective vector research domains. This research endeavour stems from numerous driving forces, and a comprehensive grasp of its future trajectories and research hotspots can empower scientists with historical perspectives and forward-looking insights, fostering the formulation of innovative and impactful research ideas for the years ahead.
    Keywords:  blackfly; horsefly; midge; mosquito; sandfly; tsetsefly
    DOI:  https://doi.org/10.14411/fp.2025.010
  44. Front Hum Neurosci. 2025 ;19 1548701
       Introduction: Alzheimer's disease (AD), the leading cause of dementia, remains without adequate treatment. Current models do not fully replicate human physiology and pathology. The advent of human induced pluripotent stem cell (hiPSC) technology offers a novel approach to studying AD.
    Methods: Our study conducted a bibliometric analysis to assess the application and development of hiPSC technology in AD research. We retrieved 531 articles on hiPSC models of AD from the Web of Science Core Collection, published between January 2010 and June 2024. CiteSpace and VOSviewer were used to analyze authorship, geographic contributions, journal influence, and citation patterns.
    Results: Our findings reveal a steady increase in publications over 14 years, with the United States leading in contributions, followed by China. Li-Huei Tsai from the Massachusetts Institute of Technology is a prominent researcher. PLoS One emerges as the most influential journal. Research trends have focused on inflammation, astrocytes, microglia, apolipoprotein E (ApoE), and tau.
    Discussion: Bibliometric analysis is crucial in identifying research gaps and trends and guiding future studies to address unmet needs in understanding and modeling human physiology and pathology. Leveraging hiPSC models to investigate the molecular mechanisms of familial and sporadic AD is expected to provide a crucial foundation for developing future treatment strategies.
    Conclusion: In summary, the bibliometric findings from this study provide a comprehensive overview of the current research landscape in hiPSC models for AD. It also highlights emerging trends and research gaps, crucial for guiding future research efforts, particularly in exploring novel therapeutic targets and improving understanding of disease mechanisms.
    Keywords:  Alzheimer’s disease (AD); apolipoprotein E (ApoE); bibliometrics; human induced pluripotent stem cell (hiPSC); inflammation
    DOI:  https://doi.org/10.3389/fnhum.2025.1548701
  45. J Cardiothorac Surg. 2025 Mar 29. 20(1): 170
       BACKGROUND: Myocardial fibrosis is a critical link in preventing the progression of heart disease. This study conducted a bibliometric analysis of its mechanism to identify trends and hotspots, aiming to provide valuable references for heart disease prevention and treatment.
    METHODS: This research relies on the Web of Science Core Collection, capturing all related publications on the mechanism of myocardial fibrosis up to November 11, 2023. For the bibliometric analysis, CiteSpace 6.2.R5 (64-bit) and VOSviewer 1.6.19 software tools were utilized.
    RESULTS: The mechanism of myocardial fibrosis research involves 14,931 authors from 2,370 institutions in 71 countries/regions, resulting in 2,431 published studies. Nattel Stanley is the most prolific author, while Francogianis Ng is noted for the highest co-publication frequency. The United States leads in countries/regions, with the University of California System being the top institution. Cardiovascular Research is a primary outlet for new studies, and Circulation is a key reference in this research community. Current research primarily examines how myocardial fibrosis contributes to heart failure, myocardial infarction, and myocardial hypertrophy. This emerging field also explores the role of fibroblasts in myocardial injury and investigates innovative treatments to reduce myocardial fibrosis.
    CONCLUSIONS: Preventing myocardial fibrosis is a crucial strategy in the fight against heart disease. This study utilises bibliometric analysis to explore the vast array of literature on the mechanism of myocardial fibrosis, mapping the research landscape and provide literature references for potential breakthroughs in heart disease prevention and treatment strategies.
    Keywords:  Bibliometrics; Heart faliure; Mechanism; Myocardial fibrosis; Preventive cardiology
    DOI:  https://doi.org/10.1186/s13019-025-03404-y
  46. Tob Induc Dis. 2025 ;23
       INTRODUCTION: This study used quantitative analysis to explore the current landscape of thirdhand smoke (THS) research by identifying gaps and emerging trends. Despite growing evidence of health risks associated with THS, research remains sparse, and no public policies address THS exposure. This analysis aimed to inform future studies and policies, in order to mitigate THS-related health risks.
    METHODS: Using a bibliometric approach, our literature search identified 227 academic articles and reviews indexed in PubMed between 2009 and 2023. We used Biblioshiny, a bibliometrix R package, VOSviewer, and Excel to analyze the bibliographic data.
    RESULTS: Since 2009, an average growth of 14.09% annually has been observed in THS-related publications. Additionally, we found that US institutions are major contributors to THS research. At the country level, studies conducted in the US, China, Spain, Italy, and South Korea are the most prevalent in the THS literature. Our findings indicate that THS research mainly focuses on human participants, health promotion, nicotiana/chemistry, air pollution/indoor analysis, tobacco smoke pollution, adolescent health, odorants/analysis, surface properties, carcinogens, and disease models/animals.
    CONCLUSIONS: We analyzed THS research trends and identified the most impactful authors, journals, institutions, and countries. Considering the findings of this study, policymakers should continue policy development and implementation efforts to address THS exposure. The findings of this study can serve as basic reference material for scholars to guide future research directions regarding THS research.
    Keywords:  bibliometric analysis; secondhand smoke; text mining; thirdhand smoke; tobacco
    DOI:  https://doi.org/10.18332/tid/201402
  47. Telemed J E Health. 2025 Apr 04.
      Background: Arthritis, characterized by joint inflammation, pain, and impaired daily activities, has seen a rapid increase globally. Telehealth has emerged as a transformative approach in managing chronic diseases, including arthritis, by overcoming barriers such as geographic limitations and high costs. Objectives: The primary objectives of this study were to conduct a comprehensive bibliometric analysis of telehealth in arthritis pain management over the past two decades, examine publication trends, citation patterns, and keyword co-occurrences related to telehealth strategies in arthritis management, identify key research areas, influential works, and emerging themes within the field. Methods: A comprehensive search was conducted in the Scopus database for articles related to telehealth in arthritis. A systematic screening process, following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines, was adopted. Bibliometric analysis was used for keyword analysis, citation analysis, and research trends. Results: The bibliometric analysis revealed significant trends in telehealth research for arthritis pain management. A sharp increase in publications was observed from 2020 onwards, coinciding with advancements in digital health technologies and the COVID-19 pandemic. Frequently occurring keywords included "telemedicine," "telehealth," "digital health," "m-health," and "telerehabilitation." The top cited articles primarily explored the efficacy of telerehabilitation in managing postsurgical recovery and chronic knee pain. Emerging themes indicated an increased focus on mobile applications, digital health solutions, and patient-centered care. Conclusion: Telehealth has evolved from a novel concept to a mainstream solution in managing arthritis, driven by technological advancements and the necessity for accessible and cost-effective care.
    Keywords:  arthritis; bibliometric analysis; chronic pain; digital health; telehealth; telemedicine
    DOI:  https://doi.org/10.1089/tmj.2024.0385
  48. J Exp Orthop. 2025 Apr;12(2): e70175
       Purpose: To objectively identify the 100 most influential scientific publications in knee osteotomy and provide an analysis of their main characteristics.
    Methods: The Clarivate Analytics Web of Knowledge database was used to obtain data and metrics on knee osteotomy research. The search list was sorted by the number of citations, and articles were included or excluded based on relevance to knee osteotomy. The information extracted for each article included the author's name, publication year, country of origin, journal name, article type and the level of evidence.
    Results: These 100 studies generated a total of 16,246 citations, with an average of 162.5 citations per article. The most-cited article was cited 752 times. The 100 studies included in this analysis were published between 1976 and 2015. Twenty-one different journals published these 100 publications. The majority of the publications were from the United States (n = 30), followed by Germany (n = 17) and Japan (n = 11). The most prevalent study designs were case series (n = 55) and cohort studies (n = 19).
    Conclusion: The 100 most influential publications in knee osteotomy were cited a total of 16,246 times. The study designs most used were case series and cohort studies with low-level evidence. This publication serves as a reference to direct orthopaedic practitioners to the 100 most influential studies in knee osteotomy and target future research directions.
    Clinical Relevance: This analysis of the 100 most influential (or cited) scientific publications in osteotomy around the knee will provide a comprehensive inventory of the most impactful academic contributions to a field that has recently regained interest among medical students, residents, fellows and attending physicians.
    Level of Evidence: N/A.
    Keywords:  100 most‐cited articles; bibliometric; distal femoral osteotomy; high tibial osteotomy; knee osteotomy
    DOI:  https://doi.org/10.1002/jeo2.70175
  49. Front Med (Lausanne). 2025 ;12 1531716
       Background: Research on extracorporeal membrane oxygenation (ECMO)-assisted support for pulmonary embolism (PE) has been increasing, yet no systematic bibliometric analysis has been conducted. This study evaluates global research trends in this field by analyzing countries, institutions, authors, journals, references, and keywords.
    Methods: Relevant articles and reviews published up to August 15, 2023, were retrieved from the Web of Science Core Collection (WOSCC). VOSviewer and CiteSpace software were used for bibliometric analysis of collected data.
    Results: Publications on ECMO-assisted support for PE surged from 2015 to 2023, comprising 82.7% (306/370) of total studies. The United States, Germany, and China contributed 62.97% (233/370) of the research. Perfusion-UK had the most publications, while Journal of the American College of Cardiology was the most cited journal. The University of Maryland, Massachusetts General Hospital, and Harvard Medical School were the leading institutions. Chetan Pasrija published the highest number of papers, while Konstantinidis SV was the most co-cited author. Research hot spots include: (1) ECMO management and survival rates, (2) combined treatments with thrombolysis or surgical thrombectomy, (3) anticoagulation and clot formation, and (4) ECMO support in COVID-19.
    Conclusion: This study aims to increase awareness of research hot spots on ECMO-assisted support for PE by determining the collaboration and impact of authors, countries, institutions, and journals. In addition, it comprehensively reviews research trends on ECMO regarding PE. It also provides a reference for potential collaborators, institutions, and future research prospects.
    Keywords:  CiteSpace; VOSviewer; bibliometrics; extracorporeal membrane oxygenation; pulmonary embolism
    DOI:  https://doi.org/10.3389/fmed.2025.1531716
  50. J Prev (2022). 2025 Apr 03.
      This bibliometric study aims to contribute to the literature on adolescent pregnancy by exploring gaps, research trends, contributing countries and journals, collaboration networks, and subject themes, offering a macro perspective on the field's development and future directions. This study employed a bibliometric research methodology. Publications containing the keywords adolescent, adolescence, youth, teenager, puberty, juvenile, pregnancy, and pregnant were retrieved from the Web of Science (WoS) database (1980-April 24, 2024) and analyzed using VOSviewer and the open-source R bibliometric package, adhering to predefined inclusion/exclusion criteria. The concept of adolescent pregnancy has been studied annually from 1980 to the present, peaking in 2022. Key research topics include sexual and reproductive health, contraception, and depression. According to Lotka's Law, 84.7% of authors in this field have published only once. Recent studies have focused on birth weight and pregnancy risks. The most cited publication globally and locally is by Ganchimeg et al., while the Journal of Adolescent Health is the most productive platform. The United States, Brazil, the United Kingdom, South Africa, Canada, and Turkey are the most productive countries in this field. The results of this study highlight that adolescent pregnancy remains a global public health issue, as evidenced by its consistent presence in annual research. Key research gaps and trends include social and emotional challenges faced by pregnant adolescents, physical development and health during adolescent pregnancy, causes and prevalence trends, preventive education services, and psychosocial interventions. Further research is essential to develop effective interventions for preventing adolescent pregnancy and safeguarding the best interests of children.
    Keywords:  Adolescent; Bibliometric analysis; Pregnancy; Prevention; Web of science
    DOI:  https://doi.org/10.1007/s10935-025-00836-z
  51. Front Aging Neurosci. 2025 ;17 1528527
       Background: Alzheimer's disease (AD) diagnosis necessitates the development of novel biomarkers that ensure high diagnostic accuracy and cost-effectiveness in blood tests. Recent studies have identified a significant association between ocular symptoms and the pathological processes of AD, suggesting the potential for effective ocular biomarkers. This bibliometric analysis aims to explore recent advancements and research trends in ocular biomarkers for the early diagnosis of AD.
    Methods: Articles related to AD and ocular biomarkers were retrieved from the Web of Science Core Collection (WoSCC) database. These articles were analyzed using bibliometric tools such as VOSviewer, R-bibliometrix, and CiteSpace.
    Results: A total of 623 papers were included in the analysis, revealing a steady increase in publications since 2012. The United States produced the most publications, followed by China and Italy. Notably, authors affiliated with Complutense University of Madrid in Spain and Sapienza University of Rome in Italy made significant contributions, demonstrating robust internal collaborations. The Journal of Alzheimer's Disease published the most articles pertaining to ocular science and neuroscience. Keyword analysis indicates evolving trends in ocular markers for AD from 2005 to 2024, transitioning from diagnostic techniques (e.g., "spectroscopy," "cerebrospinal fluid") to pathological mechanisms (e.g., "oxidative stress") and advanced imaging technologies (e.g., "optical coherence tomography angiography").
    Conclusion: The bibliometric analysis highlights key research hotspots related to ocular markers for AD, documenting the shift from basic diagnostic techniques to advanced imaging methods and the discovery of novel biomarkers. Future research may investigate the potential of Optical Coherence Tomography Angiography, tear component analysis, eye movement assessments, and artificial intelligence to enhance early detection of AD.
    Keywords:  Alzheimer’s disease; CiteSpace; VOSviewer; bibliometric analysis; ocular biomarkers
    DOI:  https://doi.org/10.3389/fnagi.2025.1528527
  52. Psychiatry Res. 2025 Mar 25. pii: S0165-1781(25)00116-7. [Epub ahead of print]348 116468
      Suicide risk among children and adolescents continues to rise, yet critical trends and research gaps in suicide risk assessment remain unexamined. This study aimed to analyze global research trends on suicide risk assessment in children and adolescents using Scopus-indexed literature from 1984 to 2024. VOSviewer was used to visualize keyword co-occurrence and thematic trends. Bibliometric data were extracted from abstracts, including publication volume, citation counts, and author productivity. The search strategy identified 1195 articles, with 259 meeting the inclusion criteria. Publications grew annually by 7.78 %, with contributions from 1243 unique authors and an average document age of 9.22 years. The United States was the leading contributor, followed by China, Spain, and the United Kingdom. The Journal of Affective Disorders is the one with the highest number of publications on network analysis in suicide risk assessment, followed by the Journal of Archives of Suicide Research and Psychiatry Research. Most documents were articles (236), with few reviews (15). Key research areas included suicidal ideation, psychometric evaluations, and stress markers. However, critical gaps persist, particularly in developing culturally sensitive assessment tools, integrating biological and psychosocial risk factors, and expanding research in low- and middle-income countries. Most assessment tools are developed in Western settings, limiting cross-cultural applicability. Given the role of sociocultural factors in suicidal behaviors, future research should prioritize culturally adapted assessment methods and validate self-report tools in diverse populations. Addressing these gaps is essential for improving global suicide prevention strategies.
    Keywords:  Adolescents; Bibliometric analysis; Children; Psychometrics; Research trends; Stress markers; Suicide risk
    DOI:  https://doi.org/10.1016/j.psychres.2025.116468
  53. Discov Nano. 2025 Mar 30. 20(1): 61
       OBJECTIVES: The aim of this study was to explore the bibliometric analysis of nanomaterials-based therapies for hepatocellular carcinoma as a means of assessing the current state of development and future trends in the field.
    MATERIALS AND METHODS: Literature on hepatocellular carcinoma and nanomedicine interactions was searched from the core database of the Web of Science and bibliometric and visualisation analyses were performed using VOSviewer, CiteSpace and GraphPad Prism data analysis software. We focused on important keywords, countries, authors, affiliations, journals, and literature in the field of nanomaterials for HCC.
    RESULTS: The search resulted in the finalization of 421 documents. The search resulted in the finalization of 421 documents. From 2008 to 2023, nanomedicine research in HCC has developed rapidly, and the number of published papers has steadily increased, increasing by about 2300%. There are currently 57 countries involved in research in this area. Among them, The USA had the strongest international cooperation network and cooperated most closely with China. Gene delivery and carbon nanotubes were early keywords, immunotherapy and nanocarriers are recent research hotspots. It is important that the selection of nanocarriers and drug delivery have become the core trends driving the development of hepatocellular carcinoma.
    CONCLUSION: The combination of nanomaterials with traditional imaging techniques such as MRI can improve the early diagnosis rate of HCC. Nanomaterials can achieve precise targeting of cancer cells by encapsulating drugs, loading bioactive molecules or modifying specific targeting ligands, thus significantly improving drug efficacy and effectively reducing adverse reactions in therapy.
    Keywords:  Hepatocellular carcinoma; Nanomaterials; Research trend; Therapy; Visualized analysis
    DOI:  https://doi.org/10.1186/s11671-025-04226-6
  54. Jamba. 2025 ;17(1): 1800
      This study examined trends in disaster preparedness literature, identified key current issues, and discovered future research avenues. This research adopts bibliometric analysis, VOSviewer 16.20 version and Biblioshiny. The results indicated some notable findings related to the development of disaster preparedness studies. This study successfully identified the most prominent trends in the literature of disaster preparedness, including the most commonly discussed and collaborative work among researchers in this discipline through the bibliometric approach. This research also highlighted that there has been a shifting focus in disaster preparedness studies over time, with an emphasis on aspects such as disaster risk mitigation and disaster risk reduction advocacy. In addition, this study seeks to identify the gaps in the research that has already been undertaken and provide possible issues for future research to fill these gaps and enhance the understanding of disaster preparedness. Because of the comprehensive nature of bibliometric analysis, this study could help scholars gain a broad view of relevant issues, while identifying prominent publications that are worthy of reference. The analysis provides insights into developments and innovations in disaster preparedness studies and identifies research gaps that require further exploration.
    Contribution: This study reveals trends and gaps and provides possible issues for future research in disaster preparedness, providing essential guideposts for future research and policy.
    Keywords:  bibliometric analysis; disaster preparedness; evolution; research directions; research trends
    DOI:  https://doi.org/10.4102/jamba.v17i1.1800
  55. Int J Gynaecol Obstet. 2025 Apr 04.
       BACKGROUND: Polycystic ovarian syndrome (PCOS) is the most common endocrine disease in women. Many scholars have explored the basic and clinical research of PCOS. However, there is still a lack of research on knowledge structure, bibliometric analysis, and visualization results in the PCOS field.
    OBJECTIVE: The main purpose of our study was to analyze the current research status of PCOS and explore hotspots and weak points through social network analysis (SNA) and visualization study, providing ideas and opinions for follow-up researchers.
    METHODS: Reports on PCOS in the literature published from January 2018 to October 2022 were collected from the Web of Science database. Based on the statistics of keywords, a co-word network was generated and used to calculate network indicators. The current research hotspots and research trends of PCOS were analyzed with descriptive statistics, co-occurrence analysis, and SNA.
    RESULTS: A total of 9282 unique keywords (total frequency 29 847) were obtained from 5828 papers, and 121 high-frequency keywords were selected with frequencies greater than or equal to 20. Keywords including insulin resistance, hyperandrogenemia, metabolic syndrome, and overweight rank within the top five in the centrality of these keywords. By network calculation, the PCOS SNA network was divided into eight clusters (C1-C8): C1, reproduction; C2, pathogenesis; C3, related diseases; C4, clinical manifestation; C5, hormone regulation; C6, clinical management; C7, new regulatory factors; and C8, gene polymorphism. Clusters 3, 4, and 6 have higher density, and clusters 1, 3, and 4 have higher degree.
    CONCLUSIONS: This study reveals the research hotspots and structure of PCOS in recent years through SNA and visualization techniques. We conclude that PCOS is closely related to female reproduction. Although the pathogenesis of PCOS is still unclear, insulin resistance may be the key research topic. Hormone regulation is critical for PCOS, and PCOS patients require careful clinical management. We need more research on the genetics of the disease and new regulatory mechanisms. Our findings will provide reliable and valid support to researchers, funders, policymakers, and clinicians.
    Keywords:  PCOS; infertility; literature visualization; metabolic syndrome; social network analysis
    DOI:  https://doi.org/10.1002/ijgo.70108
  56. Arch Gerontol Geriatr. 2025 Mar 25. pii: S0167-4943(25)00094-9. [Epub ahead of print]134 105837
       BACKGROUND: Frailty, a significant predictor of adverse health outcomes, has become a focal point of research, particularly with the advent of artificial intelligence (AI) technologies. This study aimed to provide a comprehensive bibliometric analysis of research trends in AI and frailty to map conceptual developments, collaborations, and emerging themes in the field.
    METHODS: A systematic search was conducted using the Scopus database employing a comprehensive set of keywords related to AI and frailty. The search was refined to include only original articles in English, yielding 1213 documents. Data extraction was performed in October 2024 and exported in the CSV and BibTeX formats. Annual growth trends were analyzed using Microsoft Excel, while VOSviewer and R-package were used for bibliometric analyzes and visualization to identify key contributors, collaborations, and thematic clusters.
    RESULTS: The analysis revealed rapid growth in research publications, with AI applications in frailty gaining prominence over the past decade. Thematic clusters highlight areas such as predictive modeling, machine learning applications, and geriatric care innovations. The United States, United Kingdom, and Italy emerged as leading contributors to publications and collaborations. The key topics included prediction models, dementia, sarcopenia, and rehabilitation. This bibliometric study underscores the increasing integration of AI into frailty research, revealing key trends, collaborative networks, and emerging areas of focus.
    CONCLUSION: These findings can guide future research, foster collaborations, and enhance the application of AI technologies to improve frailty assessment and management.
    Keywords:  Artificial intelligence; Bibliometric analysis; Frailty; Machine learning; Predictive modeling
    DOI:  https://doi.org/10.1016/j.archger.2025.105837
  57. Discov Oncol. 2025 Apr 01. 16(1): 442
      Colorectal cancer remains one of the most commonly diagnosed cancers globally, with a significant impact on public health. Targeted therapies have revolutionized the treatment landscape for colorectal cancer by offering increased specificity and reduced systemic toxicity compared to conventional chemotherapy. This study provides a comprehensive bibliometric analysis of global research on targeted therapy for colorectal cancer, focusing on publications from 2015 to 2024. A total of 3213 publications were retrieved from the Web of Science Core Collection and analyzed using bibliometric tools to construct knowledge maps and visualize research trends. The regression analysis shows a strong upward trend in publications from 2015 to 2024 (P < 0.001, R2 = 0.889). China leads in publication output, with the University of Texas MD Anderson Cancer Center contributing the highest number of studies. Tabernero and Kopetz are the core authors in the field. Research in this domain has primarily concentrated on the development and clinical assessment of drugs targeting the EGFR, RAS, VEGF, and BRAF signaling pathways, as well as investigating the pathogenesis, drug resistance, and metastatic mechanisms of colorectal cancer. Current advancements emphasize Artificial Intelligence-driven multi-omics integration, the creation of novel therapeutics targeting established molecular pathways, and the execution of global clinical trials to validate personalized treatment strategies.
    Keywords:  Bibliometric analysis; Colorectal cancer (CRC); EGFR; RAS; Research trends; Targeted therapy; Tumor microenvironment
    DOI:  https://doi.org/10.1007/s12672-025-02251-6
  58. Front Health Serv. 2025 ;5 1501035
       Background: Health services research (HSR) in Austria has expanded rapidly over the past two decades, reflecting the evolving need for a healthcare system that effectively addresses the broader challenges of an increasingly strained healthcare environment. Mapping the progression and focus areas of this research is essential for guiding policy-making and future studies.
    Objectives: This bibliometric study aims to chart the evolution of Austrian HSR between 2000 and 2024. By examining publication trends, thematic priorities, collaboration networks, and research impacts, the analysis provides evidence-based insights that inform healthcare strategies and highlight research gaps.
    Methods: A systematic literature search was conducted in PubMed, which targeted peer-reviewed articles published from 2000-July 31, 2024. In total, 81 articles met the inclusion criteria. Bibliometric methods, including coauthorship mapping, keyword co-occurrence analysis, and citation tracking, were used to identify core research themes, key authors, and institutional collaborations.
    Results: Annual publication outputs increased notably from 2019 to 2020, corresponding to the heightened focus on healthcare during the COVID-19 pandemic. The major themes included mental health, patient care, public health, and disease management, with a growing interest in telemedicine and digital solutions. The Medical University of Vienna led publication activity, and strong international ties were evident, particularly with institutions in the UK and Germany. Citation analyses revealed varied research impacts, with some highly cited studies influencing policy debates and clinical practices.
    Conclusions: Austrian HSR has a dynamic trajectory, reflecting evolving national priorities and global healthcare challenges. Continued efforts are needed to address gaps involving underserved populations, integrate digital health technologies, and enhance economic evaluations of primary care reforms. Furthermore, better standardization in the reporting of funding sources and conflicts of interest is recommended to strengthen methodological rigor and public trust. By fostering collaboration, transparency, and comprehensive evaluations, HSR can more effectively shape equitable healthcare policies in Austria.
    Keywords:  Austria; bibliometric analysis; collaboration networks; digital health; health services research; research trends
    DOI:  https://doi.org/10.3389/frhs.2025.1501035
  59. Pediatr Dermatol. 2025 Apr 01.
      Epidermolysis bullosa (EB) is a group of inherited skin disorders characterized by extreme skin fragility, leading to recurrent blistering and significant impacts on patients' quality of life. A bibliometric analysis of the 50 most-cited EB articles from the past six decades reveals that the majority of research focuses on understanding EB pathogenesis, with a growing emphasis on therapeutic interventions, particularly gene and cell-based therapies. This study highlights a shift toward clinical trials in recent years, but there is still a need for more global collaboration to address regional variations in EB and improve treatment outcomes for patients worldwide.
    Keywords:  bibliometric analysis; citation; epidermolysis bullosa; kindler syndrome; publications
    DOI:  https://doi.org/10.1111/pde.15912
  60. World J Hepatol. 2025 Mar 27. 17(3): 101721
       BACKGROUND: In recent years, the utilization of artificial intelligence (AI) technology has gained prominence in the field of liver disease.
    AIM: To analyzes AI research in the field of liver disease, summarizes the current research status and identifies hot spots.
    METHODS: We searched the Web of Science Core Collection database for all articles and reviews on hepatopathy and AI. The time spans from January 2007 to August 2023. We included 4051 studies for further collection of information, including authors, countries, institutions, publication years, keywords and references. VOS viewer, CiteSpace, R 4.3.1 and Scimago Graphica were used to visualize the results.
    RESULTS: A total of 4051 articles were analyzed. China was the leading contributor, with 1568 publications, while the United States had the most international collaborations. The most productive institutions and journals were the Chinese Academy of Sciences and Frontiers in Oncology. Keywords co-occurrence analysis can be roughly summarized into four clusters: Risk prediction, diagnosis, treatment and prognosis of liver diseases. "Machine learning", "deep learning", "convolutional neural network", "CT", and "microvascular infiltration" have been popular research topics in recent years.
    CONCLUSION: AI is widely applied in the risk assessment, diagnosis, treatment, and prognosis of liver diseases, with a shift from invasive to noninvasive treatment approaches.
    Keywords:  Artificial intelligence; Bibliometric analysis; Hepatocellular carcinoma; Liver disease; Liver fibrosis
    DOI:  https://doi.org/10.4254/wjh.v17.i3.101721
  61. J Health Popul Nutr. 2025 Mar 29. 44(1): 95
       BACKGROUND: Endometrial polyps (EPs) are at risk of transforming into endometrial cancer (EC). Terminal EC seriously affects women's quality of life and places a heavy financial burden on families. Investigating the risk factors that influence the conversion of EPs to EC and preventing them from progressing further is crucial. This study attempts to map the features of published literature on risk factors and understand the frontiers and hotspots of that research by using bibliometric analysis.
    METHODS: We obtained relevant publications from 1996 to 2024 from the Web of Science Core Collection (WoSCC) on July 11, 2024. Next, CiteSpace software, the R (Version 4.3.2) package Bibliometrix, the Online Analysis Platform of Document Metrology ( http://biblimetric.com ), and a web interface for Bibliometrix were used to analyse the data.
    RESULTS: The analysis included 90 qualifying data points concerning the risk factors for the conversion of EPs to EC. The American Journal of Obstetrics and Gynecology was the most productive publication. The authors referenced the most were Cohen I and Ferrazzi E. After removing similar keywords, the keywords that did not have a specific meaning, the remaining keywords mainly included hysteroscopy, postmenopausal women, premenopausal, therapy, diagnosis, patients receiving tamoxifen, ultrasound, and management. The long-term management of EPs has emerged as a new research hotspot, per the trend topic.
    CONCLUSIONS: In the published literature, age, perimenopause and postmenopausal bleeding are the most frequently studied factors for the conversion of EPs to EC, also including PCOS and polyp size. Endometrial polypectomy and long-term management may be recommended for these patients.
    Keywords:  Bibliometric analysis; CiteSpace; Endometrial cancer; Endometrial polyps; Risk factors
    DOI:  https://doi.org/10.1186/s41043-025-00842-1
  62. Pathol Res Pract. 2025 Mar 28. pii: S0344-0338(25)00141-4. [Epub ahead of print]269 155949
      Over the past 12 years, a significant body of evidence derived from extensive research has underscored the pivotal involvement of ferroptosis in the mechanisms underlying aging. Despite the growing body of literature on this topic, there remains a paucity of analytical and descriptive studies that explore its trajectory, key research directions, current trends, primary focal points, and future outlooks. This research endeavors to provide an exhaustive overview of the advancements in understanding the relationship between ferroptosis and aging over the past 12 years. The dataset utilized in this study was extracted from the Web of Science, encompassing records from January 1, 2012, through June 19, 2024. We conducted comprehensive bibliometric and visual analyses using advanced analytical tools. The results highlight China's dominant contribution, which accounts for 48.52 % of total publications, positioning it as a key player in this research area. Leading institutions, including Columbia University, Southern Medical University, and the Salk Institute for Biological Studies, demonstrate high research productivity. Pamela Maher and Gu Wei are identified as the most prolific researchers in this field. Free Radical Biology and Medicine is the leading journal, publishing the most articles in this field. This study identifies mitochondrial diseases, arrhythmias, Parkinson's disease, hepatocellular carcinoma, and iron-refractory iron deficiency anemia as the key diseases investigated in this field. This bibliometric evaluation offers critical perspectives for both experienced scholars and early-career researchers, enabling the identification of novel ideas and advancements within this domain.
    Keywords:  Aging; Bibliometrics; Ferroptosis; Senescence; Visualization analysis
    DOI:  https://doi.org/10.1016/j.prp.2025.155949
  63. Curr Med Res Opin. 2025 Apr 03. 1-2
      
    Keywords:  bibliometrics; grey publishers; knowledge synthesis; open access publishing; reporting guidelines; scientometrics
    DOI:  https://doi.org/10.1080/03007995.2025.2488948
  64. Front Nutr. 2025 ;12 1479699
       Objectives: The metabolites of the ketogenic diet (KD), specifically ketone bodies (KB), are closely linked to brain health. The KD is widely used to treat epilepsy. It's also getting more attention for treating neurodegenerative disorders like Alzheimer's and Parkinson's diseases, and its effectiveness in these areas is well - recognized. This study aims to explore the research hotspots in the field of KD and brain health from 2013 to 2024, providing references and directions for future research.
    Methods: This study utilized R software, VOSviewer, and CiteSpace to analyze 1,162 publications in this field from 2013 to 2024.
    Results: A total of 1,162 publications were included in this study. From 2013 to 2021, there was an upward trend in the number of publications in this field, followed by a slight decline from 2021 to 2023. The United States has the highest number of publications and exhibits the most extensive collaboration with other countries, positioning it as the leading nation in this field. The journal Nutrients has the highest number of publications, while Epilepsia is the most cited journal. Key subject terms include KD, Brain, Beta-Hydroxybutyrate, KB, Metabolism, and Oxidative Stress. The primary research focuses in this field are the application of the KD and its metabolites in treating brain disorders such as epilepsy, the role and mechanisms of the KD and its metabolites in brain metabolism, and the effects of the physiological properties of KD metabolites (e.g., KB) such as antioxidative stress and neuroprotection on brain health.
    Conclusion: The KD is beneficial for brain health, and its use in treating brain disorders has garnered widespread attention and recognition globally. This study provides a comprehensive and in-depth analysis of the literature in this field, offering valuable insights into the research hotspots and future directions for investigation.
    Keywords:  bibliometric; brain health; ketogenic diet; metabolism; neuroprotection; oxidative stress
    DOI:  https://doi.org/10.3389/fnut.2025.1479699
  65. Laryngoscope Investig Otolaryngol. 2025 Apr;10(2): e70092
       Objective: To investigate global authorship representation in clinical trials published in major general otolaryngology journals over the past two decades.
    Methods: We conducted a bibliometric analysis of clinical trials published in four major general otolaryngology journals between 2000 and 2020. The affiliated nationalities of authors in leading positions (first, senior, corresponding) were reviewed for each trial. Countries were classified by World Bank income group. The temporal trajectory of representation was estimated in multivariable logistic regression models, adjusting for publication environment and study design. The academic impact of trials across income groups was also compared.
    Results: Among 1432 trials, the leading authors for most were affiliated with non-USA nations (57%) and high-income countries (HIC) (87%). Trials led by authors from upper-middle income countries (UMIC), lower-middle income countries (LMIC), and low-income countries (LIC) were severely underrepresented (11%, 3%, 0%, respectively). Over time, non-USA representation increased (+0.5%, 95% CI [+0.13%, +0.92%] per year), HIC representation decreased (-0.45% [-0.77%, -0.12%]), UMIC representation remained stable (0.19% [-0.13%, 0.51%]), LMIC representation mildly increased (0.26% [0.16%, 0.35%]), and LIC representation remained absent (0%). UMIC author-led trials (aIRR 0.80 [0.68, 0.94]) received significantly fewer citations compared to HIC author-led trials regardless of study design and publication year.
    Conclusions: The clinical trial literature in the four most widely circulated OHNS journals is dominated by HIC authorship, with only marginal growth in LMIC contributions and no representation from LICs over the past two decades. This underrepresentation may impact the applicability of clinical guidelines in lower-income regions.
    Keywords:  authorship diversity; clinical trials; disparities; global equity; otolaryngology journals
    DOI:  https://doi.org/10.1002/lio2.70092
  66. World J Hepatol. 2025 Mar 27. 17(3): 103327
       BACKGROUND: The interplay between immune cells and metabolic associated fatty liver disease (MAFLD) is a critical research frontier, bridging immunology and hepatology. The bibliometric findings can guide future research and funding priorities in the field by highlighting key areas of focus and potential therapeutic targets.
    AIM: To analyze the literature on immune cells and MAFLD, identifying research trends and future hotspots.
    METHODS: A systematic search in the Web of Science Core Collection from January 1, 2004 to May 20, 2024, yielded 1936 articles on immune cells and MAFLD. Excluding non-research documents, the data were analyzed using R packages Cluster profiler, enrichplot, ggplot2, VOSviewer and CiteSpace. Visualizations were created for countries, institutions, authors, journals, fields, co-cited references, keywords, genes, and diseases, with gene a disease data from Citexs.
    RESULTS: The field gained momentum in 2006, with the United States of America and China as leading contributors. Key research themes included oxidative stress, metabolic syndrome, liver fibrosis, and the role of Kupffer cells. Bioinformatics identified interleukin-6, tumor necrosis factor and signal transducer and activator of transcription 3 as central proteins in immune responses and inflammation, suggesting potential therapeutic targets for MAFLD. Clinically, these hub genes play pivotal roles in the pathogenesis of MAFLD. For instance, targeting the tumor necrosis factor signaling pathway could reduce inflammation, while modulating interleukin-6 and signal transducer and activator of transcription 3 expression may improve metabolic function, offering new strategies for MAFLD therapy.
    CONCLUSION: This bibliometric analysis reports on the research hotspots and emerging trends in the field of immune cells and MAFLD, highlighting key proteins and potential therapeutic strategies through bioinformatics.
    Keywords:  Bibliometrics; Global research effort; Immune cells; Metabolic associated fatty liver disease; Research trends
    DOI:  https://doi.org/10.4254/wjh.v17.i3.103327
  67. Front Immunol. 2025 ;16 1555216
       Purpose: Non-small cell lung cancer (NSCLC) is the most common type of lung cancer, and about half of the patients had mutations in the epidermal growth factor receptor (EGFR) gene. Changes in the tumor microenvironment after EGFR mutation are closely related to tumor progression and treatment efficacy.
    Materials and methods: We searched the Web of Science Core Collection database to select the articles related to tumor microenvironment in non-small cell lung cancer with epidermal growth factor receptor mutation. The countries/regions, institutes, authors, journals, references, and keywords were visualized and analyzed.
    Results: 227 relevant studies were obtained from WoSCC. These articles came from 102 countries and 1179 institutions. After network analysis, it was found that the intensity of USA cooperation with China was the greatest (LS=13), followed by cooperation with South Korea (LS=3) and with Japan (LS=3). A total of 2267 authors participated the all 227 articles. 112 journals were covered, and Frontiers in Oncology published most papers (n=16, 14.3%). A total of 7964 co-cited references are related to TME in NSCLC with EGFR mutation. "EGFR" is the keyword with the highest centrality (C=0.31) and first appeared. The keywords that burst in the last 1 year (2022-2023) are "immunotherapy", "mechanism", "lung neoplasms", "T cells", and "multicenter".
    Conclusion: Effective drug treatment of advanced NSCLC with EGFR mutations after failure of first-line chemotherapy is one of the hotspots, in which the efficacy of immune checkpoint inhibitors may be the direction of the current and future studies that need to find a breakthrough.
    Keywords:  bibliometrics; data visualization; epidermal growth factor receptor; non-small cell lung cancer; tumor microenvironment
    DOI:  https://doi.org/10.3389/fimmu.2025.1555216
  68. RMD Open. 2025 Mar 27. pii: e005341. [Epub ahead of print]11(1):
       OBJECTIVES: We examined the evolution and influencing factors of women's authorship in randomised controlled trials (RCTs) published in rheumatology.
    METHODS: We analysed all RCTs published in rheumatology from 2009 to 2023 determining authors' gender using the Gender API service. The percentage of women as authors in published RCTs and its association with potential factors was assessed using generalised estimating equations. We considered women's gender as the primary outcome and included the continent of the RCT, the status of international collaboration, industrial funding, intervention type, sample size, the journal's adherence to International Committee of Medical Journal Editors recommendations, impact factor, publication year, authors' non-academic affiliations and author positions as exposures of interest.
    RESULTS: We included 1092 RCTs with 10 794 authors; in the overall non-adjusted estimated analysis, we found that women accounted for 39.8% (95% CI 38.4% to 41.2%) of all authors. Women authorship was higher in African-based RCTs, among pharmaceutical-affiliated authors, and when the last author was a woman (OR 2.34 (95% CI 1.02 to 5.38), +19.46 pp). It was lower in Asian and European RCTs and industry-funded RCTs (OR 0.79 (95% CI 0.66 to 0.93), -5.85 pp). Women were less often last (OR 0.63 (95% CI 0.54 to 0.74), -10.2 pp) or second-to-last authors (OR 0.73 (95% CI 0.62 to 0.85), -10.19 pp), with no differences by international status or publication year.
    CONCLUSION: The persistent under-representation of women in RCTs and their lower chances of being senior authors highlight the need for better strategies to close the gender gap. RCTs with a woman last author were more likely to have a woman first author, suggesting a potential role model effect.
    Keywords:  Epidemiology; Health services research; Quality Indicators, Health Care
    DOI:  https://doi.org/10.1136/rmdopen-2024-005341
  69. J Shoulder Elbow Surg. 2025 Mar 29. pii: S1058-2746(25)00264-2. [Epub ahead of print]
       BACKGROUND: Citations in studies provide recognition of existing ideas and knowledge in research. This study aims to evaluate the quotation accuracy of citations in the orthopedic shoulder and elbow literature in both subscription and open access journals.
    METHODS: The Journal of Shoulder and Elbow Surgery (JSES) and JSES Open Access/International were queried for five published articles in each of the first issues of 2018, 2021, and 2024. Articles were excluded if they were systematic reviews, meta-analyses, editorial commentaries, or letters to the editor. Within the full-text of each article, two independent reviewers evaluated the accuracy of each in-text citation. Quotation inaccuracies were categorized into one of seven types of inaccuracies. Inter-rater reliability was measured using Cohen's kappa. A two-proportion z-test was used to compare inaccuracy rates between journals. Univariate linear regressions and analysis of variance (ANOVA) were used to compare inaccuracy rates and different study characteristics.
    RESULTS: There were 433 cited studies and 715 in-text citations in the 15 JSES articles and 496 cited studies and 856 in-text citations in the JSES Open Access/International articles. Cohen's kappa was 0.79, which is substantial agreement. There were significantly fewer quotation errors in the subscription JSES than JSES Open Access/International (16.9% vs. 22.5%, z=-2.78, p=0.006). The overall combined quotation inaccuracy rate was 20.0% (314/1571). The most common types of inaccuracy were failure to support assertion (36.3%) and assertions unrelated to referenced articles (22.0%). There was no significant correlation between quotation inaccuracy rate and number of authors, year, and number of citations. There were significantly higher quotation inaccuracy rates in studies with better level of evidence (p=0.035).
    CONCLUSION: Quotation inaccuracies were higher in open access journals compared to subscription journals in orthopedic shoulder and elbow literature with no improvement with time. Both authors and journals should take care to evaluate citations to ensure accurate presentation of referenced literature.
    Keywords:  Quotation inaccuracy; citation inaccuracy; elbow; shoulder
    DOI:  https://doi.org/10.1016/j.jse.2025.02.041
  70. Int Orthop. 2025 Apr 01.
       PURPOSE: The aim is to showcase the urgent need for improved data infrastructure and international collaboration by highlighting the barriers to comprehensive orthopaedic documentation and quantifying the scope and nature of scholarly research on Gaza's healthcare crisis.
    METHODS: Data was collected through integration of observational field notes, informal interviews, patient record reviews and a bibliometric analysis of peer-reviewed articles on the 2023-2025 armed escalations in Gaza.
    RESULTS: The review of patient documentation during surgical missions in Gaza revealed significant gaps in critical clinical information, including surgical history, microbiology data, and postoperative instructions, which hindered patient care. Frequent damage to records due to resource shortages and bombardments, along with issues in retrieving imaging data, further exacerbated these challenges. Bibliometric analysis showed that most studies were retrospective, focusing on trauma care and limb salvage, reflecting the difficulty of conducting prospective research in a conflict zone. Of the 114 publications reviewed, only three (2.6%) met inclusion criteria, with two of them involving Gaza-based Palestinian authors, despite barriers like power outages, limited journal access, and resource constraints.These findings highlight the resilience of Gaza's healthcare workers and the need for improved infrastructure, standardized documentation, and international partnership to enhance patient outcomes and strengthen global orthopaedic research.
    CONCLUSION: Orthopaedic documentation in Gaza is hampered by the compound impacts of recurrent conflict, infrastructural decay, and constrained academic output. Observational findings reveal the fragility of paper-based systems, while a bibliometric survey underscores the paucity of locally driven, empirical research. International efforts are needed to overcome these barriers for improved data infrastructure.
    Keywords:  Bibliometric Analysis; Gaza; Gaza Healthcare Challenges; Orthopaedic Data; Orthopaedic Trauma; War injuries
    DOI:  https://doi.org/10.1007/s00264-025-06511-6
  71. Nurse Educ Today. 2025 Mar 27. pii: S0260-6917(25)00155-8. [Epub ahead of print]151 106719
       BACKGROUND: Simulations are used in nursing education to create realistic clinical practice environments. With rapid changes in educational demands and the growing importance of simulation in nursing, understanding the evolution of its application will provide critical insights into how educational strategies have undergone adaptive changes over time to meet the needs of nursing students and healthcare settings.
    AIMS: This study aimed to identify temporal trends in simulation-based nursing education, map key research themes, and examine changes in the educational landscape over time.
    DESIGN: This is a bibliometric study of simulation-based nursing education.
    METHODS: The analysis was conducted using VOSviewer. A total of 12,083 publications retrieved from PubMed, the Excerpta Medica Database, and the Cumulative Index to Nursing and Allied Health Literature were analyzed. To identify temporal shifts in simulation-based nursing education, articles were categorized into four periods based on the progression of simulation usage and technological advancements. Co-occurrence analysis was performed for each period.
    RESULTS: Our analysis revealed a substantial increase in research on simulation-based nursing education after 2014, with a surge following the COVID-19 pandemic. The results show an increasing adoption of advanced techniques, such as standardized patients, in-situ simulations, and virtual reality. Core keywords, such as CPR, critical thinking, and team training, highlight the diverse applications of simulations in technical and psychological training. Temporal trends highlight significant shifts in keywords driven by technological advancements and evolving pedagogical approaches. Integrating advanced technology and realistic scenarios provides learners with immersive experiences that can substantially enhance their nursing competencies.
    CONCLUSIONS: This study revealed that simulation-based nursing education has evolved substantially, reflecting technological progress and changes in educational priorities. This underscores the need to integrate advanced technology with innovative simulation methods to prepare nursing students for real-world clinical challenges.
    Keywords:  Bibliometric analysis; Nursing education; Simulation; Trends analysis; Virtual reality
    DOI:  https://doi.org/10.1016/j.nedt.2025.106719
  72. Skin Appendage Disord. 2025 Apr;11(2): 166-175
       Introduction: Autologous platelet-rich plasma (PRP) technologies offer an attractive treatment option for various medical fields. Owing to its high concentration of growth factors, PRP has been posited to induce proliferation, differentiation, and angiogenesis at the cellular level, as well as wound-healing and remodeling at the tissue level. The goal of the present bibliometric analysis was to characterize the growing body of literature concerning PRP use in various medical applications.
    Methods: A comprehensive literature search was performed on June 28, 2024, using Web of Science and SCOPUS databases, covering all available publications in selected categories from 2001 to present.
    Results: PRP use for hair restoration had both the greatest number of total publications among the investigated applications, whereas PRP use in dental procedures had the longest-standing history of publications. PRP use in hair restoration and facial rejuvenation had the greatest number of placebo-controlled and double-blinded randomized controlled trials; however, the impact of results may suffer from a lack of consistency in PRP preparation and outcome measurement between different studies.
    Conclusion: To effectively validate the utility of PRP across various medical interventions, careful consideration of methodology should be undertaken for future studies to ensure validity of results.
    Keywords:  Bibliometrics; Cosmetics; Hair loss; Platelet-rich plasma
    DOI:  https://doi.org/10.1159/000541528
  73. Urogynecology (Phila). 2025 Apr 03.
       IMPORTANCE: Little is known regarding the publication rate of abstracts presented at the American Urogynecologic Society (AUGS) Pelvic Floor Disorder Week (PFD).
    OBJECTIVE: Our aims were to determine contemporary publication rates of AUGS PFD oral and poster presentation abstracts and factors associated with publication.
    STUDY DESIGN: In this retrospective study, we reviewed short and long oral and poster abstracts from 2019 and 2020 AUGS PFD. Article publication rates were calculated. Statistical analysis was performed with Kruskal-Wallis and χ2 tests. Multivariable logistic regression was used to assess factors associated with likelihood of publication.
    RESULTS: We identified 831 abstracts from the 2019 and 2020 PFD. Publication rates were 23.5%, 45.4%, and 53.3% at 1, 2, and 3 years (55.1% overall) with median time to publication of 16 months. For published abstracts, median journal impact factor was 2 with median principal investigator H-index of 15. Long and short podium presentations were 4 (95% confidence interval [CI], 2.2-7.6) and 1.8 times (CI, 1.2-2.5), respectively, as likely to be published than poster presentations (both P < 0.01). Resident/fellow (odds ratio [OR] 1.7, [95% CI, 1.2-2.4], P < 0.01) and female first-authorship (OR 1.4, [95% CI, 1.0-2.0], P = 0.04) and randomized control trials (OR 2.33, [95% CI, 1.2-4.7], P = 0.02) were predictive of publication.
    CONCLUSIONS: Nearly half the abstracts from AUGS PFD 2019 and 2020 are unpublished. Abstracts with oral presentations, female and trainee first authors, and randomized control trials were more likely to be published. Ultimately, timely publication is critical for ensuring reliability of evidence.
    DOI:  https://doi.org/10.1097/SPV.0000000000001686
  74. Discov Oncol. 2025 Mar 31. 16(1): 431
       BACKGROUND: Ubiquitination is a type of post-translational modification, referring to the process in which the small molecular protein ubiquitin covalently binds to target proteins under the catalysis of a series of enzymes. The process of ubiquitination is vital in the onset and progression of breast cancer. The use of the ubiquitin-protease system is expected to be a new way to treat human breast cancer. This research aimed to investigate the evolution patterns, key areas of interest, and future directions of ubiquitination in breast cancer via bibliometric analysis.
    METHODS: Research articles on ubiquitination modifications in breast cancer were sourced from the Web of Science Core Collection database and analyzed via Microsoft Excel 2021, Bibliometrix, VOSviewer, and Citespace software for thorough bibliometrics.
    RESULTS: From 2005-2024, 1850 English articles published in 405 journals by 1842 institutions/universities from 61 countries were included in the study. Keywords, research fields, co-cited literature and other information were included. Research on ubiquitination modifications has focused on breast cancer, expression, protein, activation, degradation, ubiquitination, phosphorylation, etc. Notably, the keywords that broke out in the past five years have focused on "triple-negative breast cancer", "promotion", and "metabolism". These findings suggest that key areas of current research are metabolism, immunity, survival, and prognosis in triple-negative breast cancer.
    CONCLUSIONS: Our findings indicate that research on triple-negative breast cancer, as well as its immunological and metabolic aspects, is a burgeoning and promising area. Our work offers valuable guidance and fresh perspectives on the relationship between breast cancer and ubiquitin modification.
    Keywords:  Bibliometrics; Breast cancer; Protein posttranslational modifications; Triple-negative breast cancer; Ubiquitin; Visualization
    DOI:  https://doi.org/10.1007/s12672-025-02032-1
  75. Prog Biomed Eng (Bristol). 2025 Apr 02.
       BACKGROUND: Artificial intelligence (AI) incorporation into healthcare has proven revolutionary, especially in radiotherapy, where accuracy is critical. The purpose of the study is to present patterns and develop topics in the application of AI to improve the precision of anatomical diagnosis, delineation of organs, and therapeutic effectiveness in radiation and radiological imaging.
    METHODS: We performed a bibliometric analysis of scholarly articles in the fields starting in 2014. Through an examination of research output from key contributing nations and institutions, an analysis of notable research subjects, and an investigation of trends in scientific terminology pertaining to artificial intelligence in radiology and radiotherapy. Furthermore, we examined software solutions based on artificial intelligence in these domains, with a specific emphasis on extracting anatomical features and recognizing organs for the purpose of treatment planning.
    RESULTS: Our investigation found a significant surge in papers pertaining to artificial intelligence in the fields since 2014. Institutions such as Emory University and Memorial Sloan-Kettering Cancer Center made substantial contributions to the development of the United States and China as leading research-producing nations. Key study areas encompassed adaptive radiation informed by anatomical alterations, MR-Linac for enhanced vision of soft tissues, and multi-organ segmentation for accurate planning of radiotherapy. An evident increase in the frequency of phrases such as "radiomics," "radiotherapy segmentation," and "dosiomics" was noted. The evaluation of AI-based software revealed a wide range of uses in several subdisciplinary fields of radiation and radiology, particularly in improving the identification of anatomical features for treatment planning and identifying organs at risk.
    CONCLUSIONS: The incorporation of AI in anatomical diagnosis in radiological imaging and radiotherapy is progressing rapidly, with substantial capacity to transform the precision of diagnoses and the effectiveness of treatment planning.
    Keywords:  anatomical; artificial intelligence; bibliometric analysis; medical imaging; precision; radiotherapy
    DOI:  https://doi.org/10.1088/2516-1091/adc85e
  76. Eur J Neurosci. 2025 Apr;61(7): e70092
      The increase in the number of authors per article is a well-documented phenomenon across various academic disciplines. While prior studies have examined this trend in specific fields and countries, they in most cases did not compare the increase in the number of authors between countries. While it has previously shown that the number of authors in neuroscience publications has risen in the G10 countries, no study has yet addressed whether it reflects a global trend in the field. To address this gap, we quantified the global trend in the number of authors in neuroscience publications from 2001 to 2022. Our findings reveal a consistent increase in authorship across nearly all the countries examined. Italy ranks highest in terms of average authorship per article, while Ukraine ranks the lowest. On the other hand, China shows the largest increase in authorship over the years, followed by Norway and Egypt. South Korea is the only country showing a slight decreasing trend rather than growth. These results contribute to a better understanding of authorship patterns in neuroscience and can stimulate further investigations on the reasons behind such an increase in terms of socio-economic factors, the need for collaborative efforts in some fields, or, on the negative side, the effect of utilitarian reasons to meet career evaluation criteria.
    Keywords:  ANVUR; authorship increase; neuroscience
    DOI:  https://doi.org/10.1111/ejn.70092
  77. Environ Sci Pollut Res Int. 2025 Apr 02.
      In the past 20 years, consensus has been reached regarding the conception and practice of urban development driven by innovative resources. Researchers have presented complex and colorful research findings related to the basic theory and practical experience of innovative cities, but there remains a lack of scientometric analyses and systematic reviews in this field. Based on the bibliometric and theory-context-characteristics-methodology (TCCM) framework, this paper makes comprehensive use of visualization tools to map knowledge regarding innovative city research from multiple perspectives. This paper presents an overview of the field and its intellectual structure, including deeply analyzing the annual distribution of published works, core sources, leading researchers, country collaboration networks, hotspots, theme evolution, and the knowledge base. This paper provides a method to comprehensively describe the valuable information concerning innovative city research, enriches the previous literature on innovative cities, and provides the direction and path of innovative city construction for urban planners and administrators.
    Keywords:  Future directions; Hot topics; Innovative city research; Intellectual structure; Science mapping; Systematic review
    DOI:  https://doi.org/10.1007/s11356-025-36345-z
  78. Account Res. 2025 Mar 29. 1-25
       OBJECTIVE: To compare the performance of Retraction Watch Database (RWD), PubMed, and Web of Science (WoS) in identifying retracted publications (RP) in medicine.
    METHODS: This cross-sectional study analyzed RP in 131 high-impact journals spanning nine disciplines: anesthesiology, dermatology, general internal medicine, gynecology/obstetrics, neurology, oncology, pediatrics, psychiatry, and radiology. Using RWD, PubMed, and WoS, we retrieved all publications that were retracted in these journals. The total number of RP was defined as the combined count across the three databases. We calculated the proportion of RP retrieved by each database overall, by journal, and by discipline.
    RESULTS: A total of 878 RP were identified. Anesthesiology accounted for the most RP (n = 382), followed by general internal medicine (n = 125) and gynecology/obstetrics (n = 116). RWD retrieved the highest number (815; 92.8%), followed by PubMed (758; 86.3%) and WoS (734; 83.6%). Performance varied across disciplines: RWD captured 75-99%, PubMed 52-97%, and WoS 58-96%. RWD outperformed the others in eight of nine disciplines; the exception was gynecology/obstetrics, where PubMed performed better.
    CONCLUSION: RWD demonstrated superior coverage compared to PubMed and WoS, though performance varied by discipline. Combining databases offers a more comprehensive approach to retraction identification.
    Keywords:  Performance; PubMed; Web of Science; retraction; Retraction Watch
    DOI:  https://doi.org/10.1080/08989621.2025.2484555
  79. J Eat Disord. 2025 Mar 31. 13(1): 57
      Building the research capacity and capability of Australia's eating disorder (ED) research workforce has been identified as a key strategy to respond to the increasing prevalence of EDs. However, there is currently a limited understanding of the research strengths and scope of this workforce and this is a barrier to capacity building efforts and to evaluating the impacts of these efforts. This study sought to understand and summarise the current research metrics of the top 50 research experts in Australia identified through Expertscape. Publicly available publication, citation and funded research grants metrics, were extracted from Expertscape, Scopus, SciVal, Dimensions.ai and researcher profiles and summarised. The results indicate that Australian Feeding and Eating Disorder (FED) researchers are competitive internationally, and are spread across professional disciplines with the highest representation from psychology. Expertscape researcher rank was associated with higher numbers of publications in feeding and eating disorders overall, but not to total outputs, field-weighted citation impact (FWCI), or number of publications in top percentile journals. Publications were heavily focused on Anorexia Nervosa. Public grants awarded to the identified ED researchers in Australia over the past 10 years were largely National Health and Medical Research Council (NHMRC) project grant schemes, targeting innovative and creative research across any area of health and medical research. Cumulative dollars awarded over the 10-year period up to 2023 were approximately $23.9 million AUD, roughly 6 times less than that awarded to Schizophrenia research. These results summarise the current state of Australian FED research, comprised of a productive high performing research workforce limited by inadequate research funding.
    DOI:  https://doi.org/10.1186/s40337-025-01239-5
  80. Crit Rev Food Sci Nutr. 2025 Apr 02. 1-12
      Sustainable food systems have become a central focus in efforts to combat micronutrient malnutrition, with increasing recognition of their role in achieving the Sustainable Development Goals (SDGs). This article presents a bibliometric analysis of micronutrient research from 2015 to 2023, examining trends and thematic clusters within the SDGs framework. Using data from the Web of Science and science mapping techniques, the study identifies key trends and thematic clusters that highlight evolving research priorities. Four major trends emerge: the application of machine learning, the exploration of macroalgae for their micronutrient potential, the use of CRISPR/Cas9 technology in biofortification, and concerns about heavy metal contamination in food. Research clusters show a strong focus on bone health, particularly osteoporosis and vitamin D, which align with SDG 3 (Good Health and Well-being). Yet research on micronutrient deficiencies, such as those in iron, zinc, and vitamin A, remains underrepresented despite their high global impact on malnutrition, especially in low- and middle-income countries, raising concerns about whether research priorities sufficiently address the SDGs. This study highlights the need for more targeted research to align with SDG 2 (Zero Hunger) and SDG 12 (Responsible Consumption and Production). The article concludes by stressing the importance to balance cutting-edge technological advances with a renewed emphasis to address critical micronutrient gaps to improve global nutrition and align with sustainable food system goals.
    Keywords:  biofortification; environmental pollutants; food and nutrition security; food safety; genomics
    DOI:  https://doi.org/10.1080/10408398.2025.2483801
  81. Ann Plast Surg. 2025 Apr 01. 94(4S Suppl 2): S322-S326
       PURPOSE: United States Medical Licensing Examination (USMLE) Step 1 Pass/Fail grading has increased the emphasis of research productivity as a quantitative metric in residency applications. Quantifying discrepancies between self-reported and verified research publications can elucidate the extent of research misrepresentation in submitted residency applications.
    METHODS: A retrospective review of 339 residency applications to our institution's integrated plastic surgery residency program in the 2023-2024 application cycle was performed. The number of self-reported publications reported between applicants' plastic surgery common application (PSCA) and curriculum vitae (CV) were recorded. Self-reported publications were denoted as verified if a publication record was identified with an independent internet search.
    RESULTS: The mean number of self-reported and verified total peer-reviewed publications was 10.8 and 7.4, respectively. In 9.1% (31/339) of applicants, unverified manuscripts or discrepancies between self-reported and verified author lists were identified. Unpublished manuscripts and publication records of nonpeer-reviewed abstract presentation records were self-reported under the PSCA total number of proportion of unmatched applicants (62%) versus matched applicants (48%) misrepresented unpublished manuscripts or nonpeer-reviewed abstract presentation records as peer-reviewed publications (P = 0.011).
    CONCLUSIONS: Several types of discrepancies between self-reported and verified research publications were identified in PSCA applications. Discrepancies may result from PSCA prompt misinterpretation, inadvertent misclassification, or applicant misrepresentation or falsification. Efforts to standardize the reporting and verification of research in residency applications are needed.
    DOI:  https://doi.org/10.1097/SAP.0000000000004274
  82. Microsurgery. 2025 May;45(4): e70057
       BACKGROUND: The general practice of journal editors publishing original articles in their own journals has been examined in several reviews. No such study has been reported for plastic surgery journals. This study analyzes editorial publication practice in plastic surgery journals over an 8-year period.
    METHODS: A retrospective analysis of twelve PubMed indexed journals, including Plastic and Reconstructive Surgery (PRS), Plastic and Reconstructive Surgery Global Open (PRS-GO), Annals of Plastic Surgery, Aesthetic Surgery Journal, Journal of Plastic, Reconstructive & Aesthetic Surgery (JPRAS), Journal of Plastic, Reconstructive, & Aesthetic Surgery Open (JPRAS-Open), The Journal of Craniofacial Surgery, Archives of Plastic Surgery, the Journal of Plastic Surgery and Hand Surgery, Indian Journal of Plastic Surgery, Microsurgery, and Journal of Reconstructive Microsurgery. We reviewed all articles between 2014 and 2021 to identify articles published by the journal's editor. Editorials and articles appearing in supplements were excluded from this analysis.
    RESULTS: The proportion of editor authorship ranged from 0% to 5.88%. We found that editors of PRS and Journal of Plastic Surgery and Hand Surgery had a significantly greater authorship proportion than the other journals reviewed.
    CONCLUSION: This study found that almost all the studied journals had original articles published by their respective editors. Two journals: PRS and the Journal of Plastic Surgery and Hand Surgery had higher rates of editor article publication compared to the other journals.
    Keywords:  editors; publication trends; publishing
    DOI:  https://doi.org/10.1002/micr.70057
  83. Water Sci Technol. 2025 Mar;91(6): 671-683
      Recent wastewater treatment research has focused on technologies that can recover resources such as energy from the influent waste stream. Many unrelated studies have introduced or used energy-related terms to describe changes to wastewater treatment plant energy balances based on these technological innovations. Unfortunately, these wastewater energy-related terms are not well defined in the literature, with many used interchangeably and/or inconsistently. To address this shortcoming, this study (1) identified and defined the most prominent energy-related terms in academic literature, (2) proposed a classification schema, and (3) explored trends in term usage over time. Energy-related terms identified from the literature were defined and classified based on the term's functional role in the context of wastewater treatment plant energy use. Specifically, each term was classified as a wastewater treatment plant's long-term energy 'state', a descriptive short-term energy 'condition' at the plant, or an energy 'mechanism' that drives a plant from one state to another. The trend analysis concluded that the development of energy-related wastewater literature has generally outpaced the baseline rate of academic publishing in all fields. The results of this study can ensure clear communication between actors in the wastewater treatment sector by standardizing definitions for energy-related terms.
    Keywords:  anaerobic wastewater treatment; bibliometric analysis; energy in wastewater treatment; wastewater energy-related terms; water–energy nexus
    DOI:  https://doi.org/10.2166/wst.2025.036
  84. Sci Rep. 2025 Mar 28. 15(1): 10812
      We examine the disruption of researchers with long-lived careers in Computer Science and Physics. Despite the epistemological differences between such disciplines, we consistently find that a researcher's most disruptive publication does not occur at random during their career, as it cannot be explained by a null model. Such publication is accompanied by a peak year in which researchers publish other work that exhibits a higher level of disruption than average. Through a series of linear models, we show that the disruption achieved by a researcher during their peak year is higher when it is preceded by a long period of focus and low productivity. These findings are in stark contrast with the dynamics of academic impact. In these dynamics, researchers are incentivized by the prevalent paradigms of scientific evaluation to pursue high productivity and incremental-less disruptive-work, as evidenced by extensive literature.
    Keywords:  Academic impact; Disruptive innovation; Scientific careers; Scientific disruption
    DOI:  https://doi.org/10.1038/s41598-025-95264-8
  85. Infect Dis Ther. 2025 Apr 03.
    ESCMID Ethics Advisory Committee (EEAC)
       INTRODUCTION: Gender inequity in medical academic forums persists despite attempts to ensure better gender equality. In this study, we aimed to assess the proportion of female award and grant winners in both the ESCMID global and IDWeek conferences.
    METHODS: Female award and grant winners in infectious diseases conferences (2009-2023) were evaluated. Data were collected from the conferences' program book and websites. Gender for each award or grant recipient was assessed using Genderize.io or, if inconclusive, manually. We summarized proportions of women award/grant winners by society and over time.
    RESULTS: Between 2009 and 2023, 39% (34/88) of ESCMID award winners and 57% (858/1504) of grant winners were women; For IDWeek, 32% (39/122) of award winners and 68% (17/25) of grant winners were women. For both societies there was a clear increase in women's representation from 2009 to 2014, with stabilization thereafter.
    CONCLUSIONS: Representation of women in conferences has vastly improved over the years, though additional policies and programs are needed to reduce the remaining gender disparities.
    Keywords:  DSA; ESCMID; Infectious diseases; Women’s representation
    DOI:  https://doi.org/10.1007/s40121-025-01144-z