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Screening of hub genes for sepsis-induced myopathy by weighted gene co-expression network analysis and protein-protein interaction network construction.

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  • المؤلفون: Wang J;Wang J; Han K; Han K; Lu J; Lu J
  • المصدر:
    BMC musculoskeletal disorders [BMC Musculoskelet Disord] 2024 Oct 22; Vol. 25 (1), pp. 834. Date of Electronic Publication: 2024 Oct 22.
  • نوع النشر :
    Journal Article
  • اللغة:
    English
  • معلومة اضافية
    • المصدر:
      Publisher: BioMed Central Country of Publication: England NLM ID: 100968565 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2474 (Electronic) Linking ISSN: 14712474 NLM ISO Abbreviation: BMC Musculoskelet Disord Subsets: MEDLINE
    • بيانات النشر:
      Original Publication: London : BioMed Central, [2000-
    • الموضوع:
    • نبذة مختصرة :
      Sepsis-induced myopathy is one of the serious complications of sepsis, which severely affects the respiratory and peripheral motor systems of patients, reduces their quality of life, and jeopardizes their lives, as evidenced by muscle atrophy, loss of strength, and impaired regeneration after injury. The pathogenesis of sepsis-induced myopathy is complex, mainly including cytokine action, enhances free radical production in muscle, increases muscle protein hydrolysis, and decreases skeletal muscle protein synthesis, etc. The above mechanisms have been demonstrated in existing studies. However, it is still unclear how the overall pattern of gene co-expression affects the pathological process of sepsis-induced myopathy. Therefore, we intend to identify hub genes and signaling pathways. Weighted gene co-expression network analysis was our main approach to study gene expression profiles: skeletal muscle transcriptome in ICU patients with sepsis-induced multi-organ failure (GSE13205). After data pre-processing, about 15,181 genes were used to identify 13 co-expression modules. Then, 16 genes (FEM1B, KLHDC3, GPX3, NIFK, GNL2, EBNA1BP2, PES1, FBP2, PFKP, BYSL, HEATR1, WDR75, TBL3, and WDR43) were selected as the hub genes including 3 up-regulated genes and 13 down-regulated genes. Then, Gene Set Enrichment Analysis was performed to show that the hub genes were closely associated with skeletal muscle dysfunction, necrotic and apoptotic skeletal myoblasts, and apoptosis in sepsis-induced myopathy. Overall, 16 candidate biomarkers were certified as reliable features for more in-depth exploration of sepsis-induced myopathy in basic and clinical studies.
      (© 2024. The Author(s).)
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    • Contributed Indexing:
      Keywords: Gene set enrichment analysis (GSEA); Protein-protein interaction network (PPI); Sepsis; Sepsis-induced myopathy (SIM); Weighted gene co-expression network analysis (WGCNA)
    • الموضوع:
      Date Created: 20241023 Date Completed: 20241023 Latest Revision: 20241025
    • الموضوع:
      20241025
    • الرقم المعرف:
      PMC11494751
    • الرقم المعرف:
      10.1186/s12891-024-07967-0
    • الرقم المعرف:
      39438952