Integration analysis identifies the role of metallothionein in the progression from hepatic steatosis to steatohepatitis

Xiaoya Li; Shaoping Zhong; Yifan Sun; Xinmei Huang; Yue Li; Lihong Wang; Yueyue Wu; Min Yang; Hai-Xin Yuan; Jun Liu; Shufei Zang

doi:10.3389/fendo.2022.951093

Integration analysis identifies the role of metallothionein in the progression from hepatic steatosis to steatohepatitis

Front Endocrinol (Lausanne). 2022 Oct 18:13:951093. doi: 10.3389/fendo.2022.951093. eCollection 2022.

Authors

Xiaoya Li¹, Shaoping Zhong², Yifan Sun¹, Xinmei Huang¹, Yue Li¹, Lihong Wang¹, Yueyue Wu¹, Min Yang¹, Hai-Xin Yuan¹, Jun Liu¹, Shufei Zang¹

Affiliations

¹ Department of Endocrinology of Shanghai Fifth People's Hospital, Fudan University, Shanghai, China.
² Department of Neurology, Zhongshan Hospital, Fudan University, Shanghai, China.

Abstract

Background: Non-alcoholic fatty liver disease (NAFLD), a metabolic disorder that develops from non-alcoholic fatty liver (NAFL) to non-alcoholic steatohepatitis (NASH), has become an epidemic of chronic liver dysfunction worldwide. However, mechanisms that govern the transition from NAFL to NASH have not been fully elucidated.

Methods: Gene expression profile data of NAFLD liver tissues were obtained from Gene Expression Omnibus (GEO), including three microarray datasets with 60 NAFL and 44 NASH patients. Integrative differentially expressed genes (DEGs) between NAFL and NASH patients were identified using robust rank aggregation (RRA) analysis. Hub genes were identified combined with gene ontology functional annotation and protein-protein interaction network construction and validated using a sequencing dataset. Huh-7 cells with palmitate-induced lipid overload and NAFLD-diet mouse model of different stages were used to verify our findings.

Results: RRA analysis determined 70 robust DEGs between NAFL and NASH. The most robustly upregulated genes were SPP1, AKR1B10, CHST9, and ANXA2, while the most robustly downregulated DEGs were SNORD94, SCARNA10, SNORA20, and MT1M. Cellular response to zinc ion (GO: 0071294) ranked first in GO analysis of downregulated genes, and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment showed that mineral absorption (hsa04978) was significantly enriched. The involvement of the metallothionein pathway was further validated by the decrease of Mt1 expression during NAFL to NASH progression in NAFLD mice and the protection from lipotoxicity in liver cells by overexpressing MT1M.

Conclusions: Our integrated analysis identified novel gene signatures and provided comprehensive molecular mechanisms underlying the transition from NAFL to NASH. Metallothionein might be a potential intervention target for NAFLD progression.

Keywords: integration analysis; metallothionein; non-alcoholic fatty liver disease; robust rank aggregation; steatohepatitis.

Publication types

Research Support, Non-U.S. Gov't

MeSH terms

Animals
Diet
Disease Models, Animal
Metallothionein / genetics
Metallothionein / metabolism
Mice
Non-alcoholic Fatty Liver Disease* / metabolism
Protein Interaction Maps

Substances

Metallothionein