bims-musmir Biomed News
on microRNAs in muscle
Issue of 2026–10–18
fifteen papers selected by
Katarzyna Agnieszka Goljanek-Whysall, University of Galway



  1. Proc Natl Acad Sci U S A. 2026 Oct 20. 123(42): e2613546123
      Skeletal muscle atrophy and weakness resulting from loss of motor neuron innervation are shared hallmarks of amyotrophic lateral sclerosis (ALS) and age-associated sarcopenia. However, muscle wasting in ALS is rapid and severe, whereas sarcopenia progresses gradually over decades, peaking at an advanced age. The molecular mechanisms underlying muscle wasting in these conditions remain incompletely defined. Here, we used the SOD1G93A ALS mouse model and wild-type mice across the lifespan to generate an integrated single-nucleus transcriptomic atlas of skeletal muscle, mapping changes associated with ALS and aging. This atlas is complemented by structural and functional analyses. Our results identify transcriptionally distinct condition-specific myonuclear states, including disease-responsive programs within synaptic myonuclei at the neuromuscular junction, that are shared or distinct between the two conditions. Notably, at early stages, muscle from ALS mice exhibits molecular hallmarks of aged muscle at the myofiber level, indicating premature aging and reinforcing aging as a risk factor in ALS. At advanced disease stages and in old age, myonuclear subpopulations follow similar degenerative pathways in fast glycolytic fibers, consistent with their loss in both conditions. However, a distinct ALS-enriched myonuclei subpopulation displays uniquely regulated genes not observed in aged muscle, potentially underlying the more rapid and severe pathology observed in ALS. This atlas maps shared and divergent mechanisms of muscle degeneration in ALS and sarcopenia and provides a resource for identifying therapeutic targets tailored to each condition.
    Keywords:  aging; amyotrophic lateral sclerosis; atrophy; skeletal muscle
    DOI:  https://doi.org/10.1073/pnas.2613546123
  2. Aging Cell. 2026 Oct;25(10): e70761
      Aged skeletal muscle has a reduced ability to adapt to hypertrophic stimuli concomitant with dysregulation across several molecular layers. Whether altered RNA splicing associates with impaired adaptive potential is not well studied. We hypothesized that aging disrupts the splicing response to involuntary muscle mechanical loading. Using deep short-read Illumina RNA-sequencing (SRS, 60 million read pairs) and third generation Oxford Nanopore long-read RNA-sequencing (LRS) combined with a murine model of acute muscle mechanical overload (MOV), we illustrate how aged muscle has a reduced or possibly delayed potential for isoform switching in response to stress. SRS identified hundreds of genes with isoform switching events in adult MOV relative to sham but only 37 in aged MOV. LRS identified 19 genes (including Cacnb1, Naca, Psap) with true isoform switching in adult MOV and none in aged MOV. A subset of genes showed significant isoform switching without corresponding changes in overall gene expression, suggesting post-transcriptional regulation in response to MOV. These data highlight the importance of analyzing the transcriptome at the isoform level to uncover transcript diversity and "unseen genes" that may have unique functions and mechanisms influencing hypertrophic adaptations.
    DOI:  https://doi.org/10.1111/acel.70761
  3. J Cachexia Sarcopenia Muscle. 2026 Oct;17(5): e70403
       BACKGROUND: Male cancer patients are 30% more likely to develop cachexia compared to females; however, the underlying aetiology remains unknown. Myelopoiesis induces inflammation in cancer cachexia, which contributes to muscle atrophy. Whether differences in myelopoiesis during cancer cachexia initiation contribute to sex-based differences in cachexia incidence remains unknown.
    METHODS: Male and female C57BL/6 and B6(C)-Ccr2tm1.1Cln/J mice were randomized into sham (PBS) or were inoculated subcutaneously with Lewis lung carcinoma (LLC) to induce cachexia. Mice were sacrificed 2 (14 days), 2.5 (17 days) and 3.5 weeks (24 days) post-inoculation. Changes in body composition, haematopoietic stem and progenitor cells (HSPCs), myeloid immune cell migration, bone marrow niche cellular dynamics and CCL2 expression were assessed.
    RESULTS: LLC inoculation reduced tumour-free body weight, lean mass, gastrocnemius-soleus mass and myofiber cross-sectional area (CSA) in males at 3.5 weeks (p < 0.05), while females maintained tumour-free body weight, lean mass and CSA. Within the bone marrow, haematopoietic stem cells (HSCs) were increased at 2, 2.5 and 3.5 weeks compared to sham in males and at 2.5 weeks compared to 2 and 3.5 weeks in females (p < 0.05). Multipotent progenitors (MPPs) were significantly increased at 2, 2.5 and 3.5 weeks compared to sham in males and at 2.5 weeks compared to sham, 2 and 3.5 weeks in females (p < 0.05). Downstream, common myeloid progenitors (CMPs) and granulocyte-monocyte progenitors (GMPs) were elevated in males at 2.5 weeks, with CCR2+GMPs peaking at 2.5 weeks in males and 3.5 weeks in females (p < 0.05). Sex differences in HSC niche composition were also observed with osteoprogenitors, osteoblasts and endothelial cells increased at 2 weeks in males, while females showed increased osteoprogenitors and endothelial progenitors at 2.5 weeks in tumour-bearing mice (p < 0.05). Plasma C-C motif chemokine ligand 2 (CCL2) concentrations increased with tumour progression in both sexes; however, CCR2+-progenitors and macrophages were decreased at 2.5 and 3.5 weeks compared to 2 weeks (p < 0.05). In skeletal muscle, CCL2 concentration increased at 3.5 weeks, and the proportion of CCR2+/CD206- macrophages increased, while total macrophage abundance remained unchanged (p < 0.05). Macrophage subpopulations were related to decreasing CSA in males but not females.
    CONCLUSION: Our study suggests that aberrant myelopoiesis and sex-specific HSC niche remodelling precede muscle atrophy during cachexia development in males. These findings provide an important first step in understanding the role aberrant myelopoiesis plays in cancer cachexia and establish myeloid skewing as a potential therapeutic target.
    Keywords:  CCR2‐CCL2 signalling; Lewis lung carcinoma; bone marrow; haematopoietic stem cells; inflammation; muscle wasting
    DOI:  https://doi.org/10.1002/jcsm.70403
  4. Nat Med. 2026 Oct 12.
      Cancer cachexia is a wasting syndrome with outsized impact on morbidity and mortality, yet its drivers and systemic consequences remain poorly defined. In this study, we repurposed longitudinal clinicogenomic data from 52,236 patients with cancer profiled by MSK-IMPACT (2010-2024) at Memorial Sloan Kettering Cancer Center to define episode-resolved trajectories of consensus-defined cachectic weight loss and linked these events to outcomes, serology and tumor genotypes. Cachectic episodes clustered near periods of disease progression and were associated with inferior outcomes in nearly all cancer types. Across diverse malignancies, cachectic weight loss episodes exhibited a consistent serologic signature characterized by lower albumin and hemoglobin and higher levels of liver enzymes. Numerous somatic tumor genotypes, including TP53 mutation across several diseases, were also associated with more frequent onset of cachectic episodes. Motivated by these observations, we developed a multivariate model to predict impending risk of cachectic weight loss in patients with lung, colorectal and prostate cancer, validated in an independent, external cohort from Dana-Farber Cancer Institute (n = 5,785). Routine clinicogenomic data are, therefore, a scalable resource for discovery in cancer cachexia.
    DOI:  https://doi.org/10.1038/s41591-026-04689-9
  5. Aging Dis. 2026 09 28.
      Age-related deterioration of skeletal muscle contributes to loss of mobility, frailty, and disability. Altered autophagy-lysosome competence has been proposed as a mechanism linking impaired proteostasis, mitochondrial damage, inflammation, and regenerative failure to sarcopenia. Chronological muscle aging and clinically defined sarcopenia overlap, but evidence from healthy aging, frailty, disuse, cachexia, obesity, or chronic disease cannot be treated as interchangeable. This narrative review examines how lysosomal acidification, degradative capacity, biogenesis, and turnover influences autophagic flux in aging muscle and evaluates the strength of evidence across experimental models and human studies. Genetic and pharmacological studies show that severe disruption of autophagy or specific lysosomal functions can cause myofiber damage, mitochondrial impairment, defective regeneration, and weakness. However, direct evidence that lysosomal acidification, fusion, hydrolase activity, membrane integrity, recycling, cargo degradation, or completed autophagic flux is impaired in aging human muscle remains limited. Much of the human literature relies on static abundance of LC3-II, SQSTM1/p62, lysosomal proteins, or transcriptional signatures, which cannot distinguish increased autophagosome formation from impaired degradation. We therefore separate causal experimental evidence from human associations and focus on V-ATPase, TMEM175, LAMP proteins, TFEB/TFE3, lysophagy, and crosstalk with mitophagy and the ubiquitin-proteasome system. Exercise improves clinically relevant outcomes in older adults, but mediation through completed autophagic flux has not been established. Recent trials of metformin and once-weekly sirolimus did not improve prespecified functional outcomes in the tested populations and regimens, whereas urolithin A produced endpoint-specific signals while missing key primary outcomes.
    DOI:  https://doi.org/10.14336/AD.2026.1047
  6. Semin Cancer Biol. 2026 Oct 11. pii: S1044-579X(26)00100-8. [Epub ahead of print]127 102633
      Cancer cachexia is a multifactorial and progressive syndrome characterized by the not fully reversible loss of skeletal muscle and adipose tissue, which significantly impairs treatment tolerance, quality of life, and patient survival. Despite its high clinical burden, cachexia remains underdiagnosed and undertreated, largely because current diagnostic criteria rely on late-stage clinical manifestations, such as weight loss, and reliable biomarkers for early detection are still lacking. In addition, available therapeutic strategies are mostly palliative and fail to target the underlying mechanisms of the syndrome. A deeper understanding of the molecular and systemic drivers of cachexia is therefore essential for the development of effective interventions. In this context, preclinical models have become indispensable tools for investigating disease mechanisms, identifying therapeutic targets, and validating biomarkers under controlled conditions. Herein, we review the main preclinical platforms used to study cancer cachexia, including in vivo, in vitro, and emerging microphysiological systems, highlighting their respective strengths and limitations in recapitulating tumor-host interactions and tissue wasting. Further, we highlight the need for advanced biosensing technologies as promising tools for the sensitive detection of predictive cachectic biomarkers, with potential applications in early detection, disease monitoring, and translational research. Together, these approaches may accelerate the future development of mechanism-based strategies for cancer cachexia.
    Keywords:  Biomarker; Biosensing Innovations; Cancer Cachexia; In Vitro Models; In Vivo Models; Microphysiological Systems; Preclinical Platforms
    DOI:  https://doi.org/10.1016/j.semcancer.2026.102633
  7. Proc Natl Acad Sci U S A. 2026 Oct 20. 123(42): e2627551123
      Calcium ion (Ca2+) transfer from other organelles is central to mitochondrial metabolism and cell survival, yet how mechanical forces regulate interorganelle communication remains unclear. Here we report a lysosome-to-mitochondrion pathway in Trypanosoma cruzi, the etiologic agent of Chagas disease, mediated by the mechano/osmosensitive channel TcPiezo2. Using ultrastructural, biochemical, and live-cell superresolution imaging, we define lysosome-mitochondrion contact sites (LMCs) that enable direct Ca2+ transfer. TcPiezo2 triggers Ca2+ release, which generates perilysosomal nanodomains that drives mitochondrial Ca2+ uptake via the voltage-dependent anion channel and the mitochondrial Ca2+ uniporter complex. Disruption of TcPiezo2-dependent Ca2+ transfer impairs mitochondrial metabolism, perturbs redox homeostasis, induces autophagy, and eventually leads to parasite death. These findings establish LMCs as a signaling platform that directly regulates interorganelle Ca2+ transfer and mitochondrial bioenergetics.
    Keywords:  Piezo channel; calcium; lysosomes; membrane contact sites; mitochondria
    DOI:  https://doi.org/10.1073/pnas.2627551123
  8. Aging Cell. 2026 Oct;25(10): e70755
      Lysosomal decline and proteostasis collapse are defining features of aging and major contributors to neurodegenerative vulnerability, yet interventions that preserve neuronal lysosomal function across aging remain poorly defined. Here, we identify 20(S)-ginsenoside Rg3, a ginseng-derived natural product, as a geroprotective small molecule in Caenorhabditis elegans. Rg3 extended lifespan and preserved key physiological outputs, including locomotion and pharyngeal pumping, indicating that Rg3 delays functional aging. Rg3 also maintained mechanosensory neuron integrity and touch sensitivity, suppressed neuronal polyglutamine aggregation, and protected dopaminergic neurons against α-synuclein-induced degeneration. At the cellular level, Rg3 restored age-impaired lysosomal function and autophagic flux in neurons. Mechanistically, Rg3 shifted neuronal phosphoinositide reporter signatures toward a PI(4)P-enriched and PI(3)P-reduced state, consistent with signaling lipid remodeling at lysosomal membranes. This phosphoinositide shift coincided with reduced RSKS-1/S6K phosphorylation, indicating suppression of TOR complex 1 (TORC1), and promoted nuclear localization of HLH-30, the C. elegans ortholog of transcription factor EB (TFEB), thereby engaging a conserved lysosomal program. Collectively, these results define Rg3 as a natural-product geroprotector that couples lysosomal lipid remodeling to TORC1-HLH-30 signaling to preserve lysosomal competence, neuronal proteostasis, and organismal fitness during aging. Our study nominates phosphoinositide control of lysosomal identity as a therapeutic entry point for healthy aging and neuroprotection.
    Keywords:   Caenorhabditis elegans ; TFEB; TORC1; autophagy; ginsenoside Rg3; healthy aging; lysosome; phosphoinositides
    DOI:  https://doi.org/10.1111/acel.70755
  9. Methods Mol Biol. 2027 ;3081 435-453
      Stress granules (SGs) are cytoplasmic, membrane-less ribonucleoprotein (RNP) granules that form in response to cellular stress following the inhibition of translation initiation. Their assembly, composition, and crosstalk with processing bodies (P-bodies) are mediated by protein-protein, RNA-protein, and RNA-RNA interactions. DEAD/DEAH-box RNA helicases are key regulators of stress granules. Here, we present standardized protocols for (i) immunofluorescence of stress granule and P-body scaffold proteins and helicases, (ii) single-molecule RNA fluorescence in situ hybridization (smRNA FISH), and (iii) quantitative image analysis using Imaris software, including single-cell and nuclear segmentation, stress granule and P-body surface rendering, docking interaction analysis, and RNA spot detection.
    Keywords:  Microscopy; P-body; RNA; RNA helicase; RNA–RNA interactions; RNP granules; Stress granule; smRNA FISH
    DOI:  https://doi.org/10.1007/978-1-0716-5571-9_21
  10. Pflugers Arch. 2026 Oct 10. pii: 87. [Epub ahead of print]478(11):
      Heart failure is associated with systemic skeletal muscle remodeling, where sex-specific differences suggest differential peripheral involvement in disease progression. Skeletal muscle macrophages regulate angiogenesis and tissue remodeling and may contribute to early alterations in muscle structure and function during cardiac pressure overload. We tested whether chronic pressure-overload induces sex-specific skeletal muscle remodeling and alters macrophage abundance and paracrine signaling in male and female Sprague Dawley rats that underwent transverse aortic constriction (TAC) or sham surgery at 4 weeks of age and were studied after 40 wk. TAC induced 12% greater heart mass (p = 0.049) and 17% greater heart-to-body mass ratio (p = 0.018) in males, while females showed minimal cardiac remodeling. In extensor digitorum longus (EDL) muscle, TAC males exhibited ~ 10% smaller fiber perimeter corresponding with higher capillary-to-fiber perimeter exchange (p < 0.05 for both), while female TAC rats had no difference in fiber size and 17% lower capillary-to-fiber ratio than female sham (p = 0.033). In soleus muscle, TAC rats had higher capillarization indices (p < 0.05) regardless of sex. Muscle macrophage abundance was 19% lower in TAC males than sham males (p = 0.005). TAC macrophages secreted less MCP-1 (- 35%, p = 0.0058), IL-1β (- 16%, p = 0.0167), TNF-α (- 16%, p = 0.0337), and VEGF-A (- 16%, p = 0.0120) and produced less complex endothelial networks (18% larger mesh size, p = 0.001). These findings indicate that TAC is associated with skeletal muscle remodeling and macrophage immunosuppression, with some changes occurring in a sex-specific manner. This suggests the potential for immune-microvascular coupling in peripheral adaptations to cardiac pressure overload.
    DOI:  https://doi.org/10.1007/s00424-026-03220-w
  11. Acta Diabetol. 2026 Oct 12.
      Type 2 diabetes mellitus (T2DM) is increasingly recognized as a major contributor to cognitive decline, substantially elevating the risk of dementia through mechanisms that extend beyond chronic hyperglycemia. Among the interconnected pathological processes underlying diabetic neurodegeneration, mitochondrial dysfunction has emerged as a pivotal upstream event that promotes oxidative stress, impairs mitophagy, and leads to the cytosolic release of mitochondrial DNA (mtDNA). Recent evidence identifies the cyclic GMP-AMP synthase-stimulator of interferon genes (cGAS-STING) pathway as a critical innate immune sensor that detects aberrant cytosolic mtDNA and orchestrates sustained neuroinflammatory responses. Activation of the cGAS-STING axis initiates TBK1/IRF3- and NF-κB-dependent signaling, driving the production of type I interferons and pro-inflammatory cytokines that amplify glial activation, compromise blood-brain barrier (BBB) integrity, disrupt synaptic homeostasis, and suppress adult hippocampal neurogenesis, ultimately contributing to progressive cognitive impairment. Although the cGAS-STING pathway has been extensively investigated in infection, cancer, and autoimmune disorders, its mechanistic contribution to diabetes-associated cognitive decline remains insufficiently synthesized. This review proposes cGAS-STING as a central molecular hub that integrates mitochondrial damage with innate immune activation, thereby linking metabolic dysfunction to neurodegeneration. We critically evaluate current experimental and emerging clinical evidence and examine the interplay among cGAS-STING, mitochondrial quality control, neurovascular dysfunction, and key signaling networks, including AMPK/SIRT1/PGC-1α, the NLRP3 inflammasome, PI3K/Akt-mTOR, and autophagy. Finally, we discuss the therapeutic potential of targeting the cGAS-STING axis and identify major knowledge gaps that must be addressed to facilitate biomarker development and the development of disease-modifying interventions for T2DM-associated cognitive decline.
    Keywords:  Diabetes mellitus; Mitochondrial dysfunction; Neurogenesis; Synaptic dysfunction; cGAS-STING signaling
    DOI:  https://doi.org/10.1007/s00592-026-02802-5
  12. J Inherit Metab Dis. 2026 Nov;49(6): e70259
      Selective autophagy is increasingly recognized as a fundamental quality-control mechanism that complements bulk autophagy by enabling the targeted degradation of specific intracellular cargos, including mitochondria, endoplasmic reticulum (ER), lipid droplets, glycogen, peroxisomes, ferritin, ribosomes, and protein aggregates. Cargo selectivity is mediated by selective autophagy receptors (SARs), which link damaged or superfluous substrates to the autophagic machinery through LC3/GABARAP interactions, thereby coordinating cargo sequestration. Recent studies have revealed substantial mechanistic differences between bulk and selective autophagy, highlighting the specialized signaling pathways, receptor networks, and transcriptional programs that regulate selective cargo clearance. Dysregulation of these pathways has emerged as a key contributor to the pathogenesis of inherited metabolic diseases (IMDs), a heterogeneous group of genetic disorders characterized by defective metabolism and multisystem involvement. This review summarizes the molecular mechanisms underlying major forms of selective autophagy, including mitophagy, pexophagy, glycophagy, lipophagy, ER-phagy, and ferritinophagy. It also discusses their relevance across IMD classes, such as mitochondrial disorders, lysosomal storage disorders, and peroxisomal diseases, among many others. Furthermore, selective autophagy is highlighted as a potential therapeutic target, with modulation of autophagy receptors and signaling pathways offering promising strategies to restore cellular homeostasis and improve disease manifestations in IMDs.
    Keywords:  bulk autophagy; inherited metabolic diseases (IMDs); selective autophagy; selective autophagy cargos (SACs); selective autophagy receptors (SARs)
    DOI:  https://doi.org/10.1002/jimd.70259
  13. J Cell Biol. 2026 Nov 02. pii: e202606056. [Epub ahead of print]225(11):
      Tissue function relies on the ECM, which surrounds cells and provides structural and biochemical support. Maintaining ECM homeostasis requires a tightly regulated balance between deposition and degradation of its components, and disruption of this equilibrium can lead to disease. Here, we examined the role of anthrax toxin receptor 2 (ANTXR2/CMG2), an ECM turnover receptor whose loss-of-function mutations cause hyaline fibromatosis syndrome (HFS), a multisystem connective tissue disorder. We show that ANTXR2 is expressed predominantly by fibro-adipogenic progenitors (FAPs) and mediates internalization of the major ECM component collagen VI (COL6). ANTXR2-null (Antxr2-/-) mice exhibit premature COL6 accumulation within intramuscular connective tissue, leading to tissue stiffening and progressive, maladaptive muscle hypertrophy with impaired locomotion and myopathic features. Using Antxr2-/-::Col6a1-/- double-knockout mice, we demonstrate that these phenotypes are COL6-dependent, highlighting the essential role of ANTXR2-mediated COL6 remodeling in preserving ECM homeostasis and skeletal muscle function and establishing a mechanistic basis for muscle pathology in HFS.
    DOI:  https://doi.org/10.1083/jcb.202606056
  14. Balkan J Med Genet. 2026 Jul;29(1): 7-16
      MicroRNAs (miRNAs) are key post-transcriptional regulators of gene expression. Given the dynamic nature of the peripheral blood transcriptome, profiling circulating miRNAs in autism spectrum disorder (ASD) represents a promising strategy for identifying novel disease-associated biomarkers. Large-scale miRNA expression profiling was performed using the μParaflo™ miRNA microarray assay on pooled RNA samples from 23 individuals with ASD and 21 healthy controls. Differential expression analysis (p < 0.05) identified several dysregulated miRNAs in peripheral blood, including miR-128-3p. Microarray findings for miR-128-3p were validated by quantitative reverse transcription PCR (qRT-PCR), which confirmed its significant downregulation in the ASD group. Target gene analysis using miRWalk indicated that miR-128-3p exerts multilevel regulatory effects across diverse biological processes. Notably, predicted and validated targets included genes involved in neuronal development (e.g., PTEN) and epigenetic regulation (e.g., DNMT1, RNASEN, DICER, and EIF2C2). Receiver operating characteristic (ROC) curve analysis demonstrated significant diagnostic potential of miR-128-3p for ASD. Collectively, these findings support an integrative model of ASD as a heterogeneous neurodevelopmental disorder in which specific miRNAs, such as miR-128-3p, contribute to disease pathogenesis through modulation of gene expression networks.
    Keywords:  autism spectrum disorder (ASD); miRNAs; qRT-PCR
    DOI:  https://doi.org/10.2478/bjmg-2026-0009
  15. Epilepsia. 2026 Oct 12.
       OBJECTIVE: Malformations of cortical development (MCDs) are a major cause of drug-resistant epilepsy (DRE) in children. A subset of MCDs, including focal cortical dysplasia type II, tuberous sclerosis complex, and hemimegalencephaly, shares characteristic histopathological features and somatic mutations in genes within the Phosphoinositide 3-kinase (PI3K)-AKT-mechanistic target of rapamycin (mTOR) signaling cascade, and is collectively termed mTORopathies. However, mechanisms driving epileptogenesis and drug-resistant seizures remain poorly understood.
    METHODS: We performed integrated genomic, transcriptomic, and proteomic analyses of 56 surgical brain specimens from 41 patients with MCDs and 15 with mesial temporal lobe epilepsy. Targeted genomic sequencing identified 19 somatic mutations in PI3K-AKT-mTOR pathway genes, including novel variants in AKT3 (L51H) and MTOR (A512T).
    RESULTS: RNA sequencing with independent cohort comparison identified 160 consistently differentially expressed genes. Downregulated genes were enriched in oxidative phosphorylation (OXPHOS) and mitochondrial metabolic pathways, whereas upregulated genes were associated with developmental process. Proteomic analysis revealed directionally concordant reductions in several mitochondrial proteins, and pathway-level alterations in some biological cellular processes.
    SIGNIFICANCE: This study provides a patient-matched, multi-omics dataset of human mTOR-related epilepsies from a single-institution cohort. Integrated transcriptomic and proteomic analyses suggested impaired OXPHOS as a molecular hallmark, potentially contributing to focal hypometabolism in mTOR-related epilepsy. These findings offer mechanistic insights into epileptogenesis and provide a resource for understanding molecular pathologies and developing mechanism-based therapies for mTOR-related epilepsy.
    Keywords:  epilepsy; mTORopathy; oxidative phosphorylation; proteomics; transcriptomics
    DOI:  https://doi.org/10.1002/epi.70514