Co-expression network analysis prioritizes signaling pathways regulating liver regeneration after partial hepatectomy in rats

Abstract

The liver has extraordinary powers of regeneration following partial hepatectomy (PH). Changes in gene expression levels play a key role in cell proliferation and differentiation during liver regeneration (LR). To understand the molecular mechanisms underlying LR, this study was designed to assess the time-dependent changes in rat hepatic gene expression. We obtained a gene expression profile of rat LR with high temporal resolution. We then constructed gene co-expression networks of regenerating liver tissue and identified 13 LR-specific modules from 1772 differentially expressed genes, and prioritized signaling pathways that regulated LR after PH. The results indicated that adipocytokine signaling, histone acetylation, and IL-6-related pathways play an important role in LR. Co-expression network analysis provides novel insight into understanding the molecular mechanisms behind LR.