Molecular signatures of muscle growth and composition deciphered by the meta-analysis of age-related public transcriptomics data.

Physiological Genomics
Jeanne BazileMuriel Bonnet

Abstract

The lean-to-fat ratio is a major issue in the beef meat industry from both carcass and meat production perspectives. This industrial perspective has motivated meat physiologists to use transcriptomics technologies to decipher mechanisms behind fat deposition within muscle during the time course of muscle growth. However, synthetic biological information from this volume of data remains to be produced to identify mechanisms found in various breeds and rearing practices. We conducted a meta-analysis on 10 transcriptomic data sets stored in public databases, from the longissimus thoracis of five different bovine breeds divergent by age. We updated gene identifiers on the last version of the bovine genome (UCD1.2), and the 715 genes common to the 10 studies were subjected to the meta-analysis. Of the 238 genes differentially expressed (DEG), we identified a transcriptional signature of the dynamic regulation of glycolytic and oxidative metabolisms that agrees with a known shift between those two pathways from the animal puberty. We proposed some master genes of the myogenesis, namely MYOG and MAPK14, as probable regulators of the glycolytic and oxidative metabolisms. We also identified overexpressed genes related to lipid metabolis...Continue Reading

Datasets Mentioned

BETA
GSE21782
GSM132170
GSM132194
GSE5659
GSE48136

Methods Mentioned

BETA
RNA-Seq
GTPase
ubiquitination
PCR

Software Mentioned

BLAST
Limma
Psicquic
sigReannot
pheatmap
ProteINSIDE
anapuce package
PRISMA
metaMA
blastall

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