EEF1A2 被确定为与代谢功能障碍相关性脂肪肝严重程度有关的枢纽基因。

IF 2.7 4区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY Mammalian Genome Pub Date : 2024-10-16 DOI:10.1007/s00335-024-10078-9
Jian Zhang, Huiwen Wang, Qianbing Wang, Juan Mo, Lei Fu, Shifang Peng
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引用次数: 0

摘要

代谢功能障碍相关性脂肪性肝病(MASLD)是一种流行的慢性肝病,从代谢功能障碍相关性脂肪性肝病(MASL)到代谢功能障碍相关性脂肪性肝炎(MASH),最终可能发展为肝硬化和肝细胞癌(HCC)。MASLD的内在机制仍未完全明了。本研究旨在通过整合生物信息学和实验方法,确定与 MASLD 发病机制相关的关键基因,并验证其与疾病严重程度的相关性。研究人员从基因表达总库(GEO)数据库中获得了MASLD患者的肝脏转录组数据。建立了饮食诱导的MASLD小鼠模型,并进行了肝脏RNA测序。收集了患者的肝脏标本和临床数据用于进一步分析。GSE89632 数据集和 GSE213621 数据集共有 120 个差异表达基因(DEGs),其功能富集于炎症、代谢和细胞周期相关通路。蛋白质-蛋白质相互作用(PPI)网络分析发现了与 MASLD 相关的三个模块,其中细胞周期相关模块最引人注目。通过数据集分析,EEF1A2被确定为一个新的枢纽基因,并发现它随着MASLD的进展而升高。研究证实,EEF1A2在MASLD小鼠模型和患者的肝脏中均有高表达。此外,EEF1A2在MASH中的表达增加与较高的血清丙氨酸氨基转移酶(ALT)、丙氨酸氨基转移酶(AST)、总胆固醇(TC)和体重指数(BMI)呈正相关。总之,EEF1A2是一个与MASLD严重程度显著相关的新型枢纽基因,是一个有希望成为MASLD生物标志物和治疗靶点的基因。
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EEF1A2 identified as a hub gene associated with the severity of metabolic dysfunction-associated steatotic liver disease.

Metabolic dysfunction-associated steatotic liver disease (MASLD) is a prevalent chronic liver disease that ranges from metabolic dysfunction-associated steatotic liver (MASL) to metabolic dysfunction-associated steatohepatitis (MASH), and may eventually progress to cirrhosis and hepatocellular carcinoma (HCC). The underlying mechanism of MASLD remains incompletely understood. This study aimed to identify key gene implicated in MASLD pathogenesis and validate its correlation with disease severity through an integration of bioinformatics and experimental approaches. Liver transcriptome data from MASLD patients were obtained from the Gene Expression Omnibus (GEO) database. A diet-induced MASLD mouse model was developed, and liver RNA-sequencing was performed. Liver specimens and clinical data from patients were collected for further analysis. A total of 120 differentially expressed genes (DEGs) were shared between datasets GSE89632 and GSE213621, with functional enrichment in inflammatory, metabolic, and cell cycle-related pathways. Protein-protein interaction (PPI) network analysis identified three modules associated with MASLD, with the cell cycle-related module being the most notable. EEF1A2 was identified as a novel hub gene and revealed to be elevated with MASLD progression through dataset analysis. EEF1A2 was confirmed to be highly expressed in the livers of both MASLD mouse models and patients. Moreover, the increased expression of EEF1A2 in MASH was positively correlated with higher serum alanine aminotransferase (ALT), alanine aminotransferase (AST), total cholesterol (TC), and body mass index (BMI). In conclusion, EEF1A2 is a novel hub gene significantly associated with MASLD severity and is a promising biomarker and therapeutic target for MASLD.

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来源期刊
Mammalian Genome
Mammalian Genome 生物-生化与分子生物学
CiteScore
4.00
自引率
0.00%
发文量
33
审稿时长
6-12 weeks
期刊介绍: Mammalian Genome focuses on the experimental, theoretical and technical aspects of genetics, genomics, epigenetics and systems biology in mouse, human and other mammalian species, with an emphasis on the relationship between genotype and phenotype, elucidation of biological and disease pathways as well as experimental aspects of interventions, therapeutics, and precision medicine. The journal aims to publish high quality original papers that present novel findings in all areas of mammalian genetic research as well as review articles on areas of topical interest. The journal will also feature commentaries and editorials to inform readers of breakthrough discoveries as well as issues of research standards, policies and ethics.
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