BAG6 is a novel player in controlling nonalcoholic steatohepatitis: result from a comprehensive in-silico study
biorxiv(2023)
摘要
Nonalcoholic steatohepatitis, or NASH, is a multifactorial disease characterized by hepatic lipid accumulation, inflammation, cell death, and fibrosis, and an efficacious pharmaceutical intervention for this is yet to be discovered. The present study aims to identify potential targets capable of reversing the disease-specific molecular alterations and elucidate their possible action mechanism. Our study uses combinations of different methods, such as genome-scale metabolic modelling, directional protein-protein interaction network, connectivity map, and network controllability, to identify potential targets in NASH. Our approach yielded three promising targets, BAG6, CASP3, and CYCS, and captured their effects on inflammation, fibrosis, steatosis, and apoptosis. The association of CASP3 and CYCS with NASH are already reported in the literature. So BAG6 was selected as a novel target. In the Huh-7 cell-line, its ablation reduced fatty acid accumulation and decreased levels of NASH-signature transcripts, supporting our hypothesis on BAG6 as a potential NASH target.
### Competing Interest Statement
The authors have declared no competing interest.
* BAG6
: BCL2 Associated Athanogene 6
NAFLD
: Nonalcoholic fatty liver disease
NASH
: Nonalcoholic steatohepatitis
NAFL
: Nonalcoholic fatty liver
PPI
: Protein-protein interaction
GSMM
: Genome-scale metabolic model
CMap
: Connectivity Map database
DEG
: Differentially expressed genes
GSEA
: Gene set enrichment analysis.
NES
: Normalized enrichment scores
MOMA
: Minimization of metabolic adjustment
TS
: Transformation score
MTA
: Metabolic transformation algorithm
MCG
: Metabolic candidate genes
CP
: Candidate proteins
DPN
: Directional PPI network
ICP
: Indispensable candidate protein
FFA
: Free Fatty Acid
更多查看译文
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要