4.5 Article

Explorative analysis of the gene expression profile during liver regeneration of mouse: a microarray-based study

Journal

ARTIFICIAL CELLS NANOMEDICINE AND BIOTECHNOLOGY
Volume 47, Issue 1, Pages 1113-1121

Publisher

TAYLOR & FRANCIS LTD
DOI: 10.1080/21691401.2019.1593851

Keywords

Liver regeneration; maSigPro; WGCNA; SAFE; cytoscape; cell cycle

Funding

  1. National Key R&D Program of China [2017YFC0907104]

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The liver is an amazing organ due to its powerful regenerative capacity. Although many studies on liver regeneration have been documented, the detailed mechanisms remain unclear. Two-third partial hepatectomy (PH) in rodents plays a crucial role in the study of liver regeneration. In this study, the time series data of gene expression during liver regeneration in mouse were analyzed using the gene set numbered GSE6998 in GEO. A variety of bioinformatics methods, including masigPro, Weighted Gene Co-expression Network Analysis (WGCNA), spatial analysis of functional enrichment (SAFE) and ingenuity canonical pathway analysis (IPA) were used to identify and compare the significantly changed pathways, potential upstream regulators and key genes during liver regeneration. Our study showed that liver regeneration in the mouse is a coordinated process, which cell-cycle-related progress are at the centre of the interaction network involved in liver regeneration. Several candidate upstream regulators including PPARA, NFE2L2, MAD1 and CNR1 and some key genes such as Cdk1, Plk1, Cdc20, Aurka, Racgap1, Cenpa, Rrm1, Rrm2 were identified. In conclusion, these findings could contribute to revealing the molecular mechanism of liver regeneration after PH, which could provide new ideas and treatment methods for regenerative medicine, oncological drug development and oncological treatment.

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