Comparison of gene expression patterns associated with myostatin using transcriptomic data of myogenic C2C12 cell line and skeletal muscle tissue

Journal of Cell and Molecular Research

مقالات آماده انتشار، پذیرفته شده، انتشار آنلاین از تاریخ 13 بهمن 1403

نوع مقاله: Research Articles

شناسه دیجیتال (DOI): 10.22067/jcmr.2025.90066.1101

نویسندگان

Ali Javadmanesh^* ؛ Mitra Riasi

Department of Animal Science, Faculty of Agriculture, Ferdowsi University of Mashhad

چکیده

TGF-β group member myostatin (MSTN) inhibits the growth and differentiation of skeletal muscle. It is unknown that how total inhibition of MSTN restricts the hyperproliferation of muscle cells, though. This study aimed to determine the differentially expressed genes and biological pathways associated with myostatin in mouse C2C12 myogenic cells and skeletal muscle tissue utilizing high throughput mRNA expression data. In both tissue and cell line, two experimental groups were compared including wild-type vs. MSTN-Knockout. Transcriptome data were extracted from GEO and analyzed using the LIMMA package in R environment, and GEO2R. Significant differentially expressed genes were considered as False discovery rate < 0.05 with log fold change > |0.5|. Lastly, the possible biological pathways were examined with KEGG database and the protein-protein interaction (PPI) network was created using Cytoscape software. To find key genes in the PPI network, a topological analysis was conducted using the Network analyzer tool in Cytoscape software. The total number of differentially expressed genes was 14549 for C2C12 cell line and 45267 for mouse skeletal muscle tissue; among them 235 and 1425 transcripts were significant. The comparison between these two DEG lists showed that 49 genes were common between myogenic C2C12 cell and skeletal muscle tissue. Additionally, three biological pathways between the C2C12 cell line and the skeletal muscle tissue were in common and they were associated to the decrease of MSTN gene expression including: hypertrophic cardiomyopathy, Axon guidance, and dilated cardiomyopathy. These pathways were all related to muscle tissue. Despite the large number of DEGs, only 49 were in common in tissue and cell line; this could indicate that comparing a tissue with its relevant cell line at transcriptome level might not be precise enough to draw a solid conclusion. This is due to the nature of cell heterogeneity of most tissues including skeletal muscle.

کلیدواژه‌ها

Myostatin؛ mouse؛ Gene network؛ C2C12 cell line؛ tissue muscle