Transcriptome changes in stages of non-alcoholic fatty liver disease

被引:0
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作者
Jihad Aljabban [1 ]
Michael Rohr [2 ]
Saad Syed [3 ]
Kamal Khorfan [4 ]
Vincent Borkowski [1 ]
Hisham Aljabban [5 ]
Michael Segal [1 ]
Mohamed Mukhtar [6 ]
Mohammed Mohammed [7 ]
Maryam Panahiazar [8 ]
Dexter Hadley [9 ]
Ryan Spengler [1 ]
Erin Spengler [10 ]
机构
[1] Department of Gastroenterology and Hepatology, University of Wisconsin Hospital and Clinics
[2] Department of Medicine, University of Wisconsin Hospital and Clinics
[3] Department of Medicine, University of Central Florida College of Medicine
[4] Department of Medicine, Northwestern Memorial Hospital
[5] Department of Gastroenterology and Hepatology, University of California San Francisco-Fresno
[6] Department of Medicine, Barry University
[7] Department of Medicine, Michigan State University College of Human Medicine
[8] Department of Medicine, Windsor University School of Medicine
[9] Department of Surgery, University of California San Francisco
[10] Department of Artificial Intelligence, Pathology, University of Central Florida College of Medicine
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中图分类号
R575.5 [肝代谢障碍];
学科分类号
1002 ; 100201 ;
摘要
BACKGROUND Non-alcoholic fatty liver disease(NAFLD) is the most common chronic liver disease in the United States and globally. The currently understood model of pathogenesis consists of a ‘multiple hit’ hypothesis in which environmental and genetic factors contribute to hepatic inflammation and injury.AIM To examine the genetic expression of NAFLD and non-alcoholic steatohepatitis(NASH) tissue samples to identify common pathways that contribute to NAFLD and NASH pathogenesis.METHODS We employed the Search Tag Analyze Resource for Gene Expression Omnibus platform to search the The National Center for Biotechnology Information Gene Expression Omnibus to elucidate NAFLD and NASH pathology. For NAFLD, we conducted meta-analysis of data from 58 NAFLD liver biopsies and 60 healthy liver biopsies; for NASH, we analyzed 187 NASH liver biopsies and 154 healthy liver biopsies.RESULTS Our results from the NAFLD analysis reinforce the role of altered metabolism, inflammation, and cell survival in pathogenesis and support recently described contributors to disease activity, such as altered androgen and long non-coding RNA activity. The top upstream regulator was found to be sterol regulatory element binding transcription factor 1(SREBF1), a transcription factor involved in lipid homeostasis. Downstream of SREBF1, we observed upregulation in CXCL10, HMGCR, HMGCS1, fatty acid binding protein 5, paternally expressed imprinted gene 10, and downregulation of sex hormone-binding globulin and insulin-like growth factor 1. These molecular changes reflect low-grade inflammation secondary to accumulation of fatty acids in the liver. Our results from the NASH analysis emphasized the role of cholesterol in pathogenesis. Top canonical pathways, disease networks, and disease functions were related to cholesterol synthesis, lipid metabolism, adipogenesis, and metabolic disease. Top upstream regulators included proinflammatory cytokines tumor necrosis factor and IL1B, PDGF BB, and beta-estradiol. Inhibition of beta-estradiol was shown to be related to derangement of several cellular downstream processes including metabolism, extracellular matrix deposition, and tumor suppression. Lastly, we found riciribine(an AKT inhibitor) and ZSTK-474(a PI3K inhibitor) as potential drugs that targeted the differential gene expression in our dataset.CONCLUSION In this study we describe several molecular processes that may correlate with NAFLD disease and progression. We also identified ricirbine and ZSTK-474 as potential therapy.
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页码:1382 / 1397
页数:16
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