Tissue-specific pathways and networks underlying sexual dimorphism in non-alcoholic fatty liver disease

被引:62
作者
Kurt, Zeyneb [2 ]
Barrere-Cain, Rio [2 ]
LaGuardia, Jonnby [2 ]
Mehrabian, Margarete [1 ]
Pan, Calvin [1 ]
Hui, Simon T. [1 ]
Norheim, Frode [1 ]
Zhou, Zhiqiang [1 ]
Hasin, Yehudit [1 ]
Lusis, Aldons J. [1 ]
Yang, Xia [2 ]
机构
[1] Univ Calif Los Angeles, David Geffen Sch Med, Dept Med, Div Cardiol, Los Angeles, CA 90095 USA
[2] Univ Calif Los Angeles, Dept Integrat Biol & Physiol, Los Angeles, CA 90095 USA
关键词
Non-alcoholic fatty liver disease (NAFLD); Sexual dimorphism; Multi-omics integration; Key regulator genes; Bayesian networks; Coexpression networks; Hybrid mouse diversity panel; HEPATIC STEATOSIS; GENE-EXPRESSION; INSULIN-RESISTANCE; WIDE ASSOCIATION; KEY REGULATORS; INTEGRATION; IDENTIFICATION; MITOCHONDRIA; ARCHITECTURE; VITAMIN-B12;
D O I
10.1186/s13293-018-0205-7
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
BackgroundNon-alcoholic fatty liver disease (NAFLD) encompasses benign steatosis and more severe conditions such as non-alcoholic steatohepatitis (NASH), cirrhosis, and liver cancer. This chronic liver disease has a poorly understood etiology and demonstrates sexual dimorphisms. We aim to examine the molecular mechanisms underlying sexual dimorphisms in NAFLD pathogenesis through a comprehensive multi-omics study. We integrated genomics (DNA variations), transcriptomics of liver and adipose tissue, and phenotypic data of NAFLD derived from female mice of similar to 100 strains included in the hybrid mouse diversity panel (HMDP) and compared the NAFLD molecular pathways and gene networks between sexes.ResultsWe identified both shared and sex-specific biological processes for NAFLD. Adaptive immunity, branched chain amino acid metabolism, oxidative phosphorylation, and cell cycle/apoptosis were shared between sexes. Among the sex-specific pathways were vitamins and cofactors metabolism and ion channel transport for females, and phospholipid, lysophospholipid, and phosphatidylinositol metabolism and insulin signaling for males. Additionally, numerous lipid and insulin-related pathways and inflammatory processes in the adipose and liver tissue appeared to show moreprominent association with NAFLD in male HMDP. Using data-driven network modeling, we identified plausible sex-specific and tissue-specific regulatory genes as well as those that are shared between sexes. These key regulators orchestrate the NAFLD pathways in a sex- and tissue-specific manner. Gonadectomy experiments support that sex hormones may partially underlie the sexually dimorphic genes and pathways involved in NAFLD.ConclusionsOur multi-omics integrative study reveals sex- and tissue-specific genes, processes, and networks underlying sexual dimorphism in NAFLD and may facilitate sex-specific precision medicine.
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页数:14
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共 67 条
[1]   The natural history of nonalcoholic fatty liver disease: A population-based cohort study [J].
Adams, LA ;
Lymp, JF ;
St Sauver, J ;
Sanderson, SO ;
Lindor, KD ;
Feldstein, A ;
Angulo, P .
GASTROENTEROLOGY, 2005, 129 (01) :113-121
[2]  
Ali ES, 2017, METABOLIC DISORDERS, P595
[3]   Mergeomics: a web server for identifying pathological pathways, networks, and key regulators via multidimensional data integration [J].
Arneson, Douglas ;
Bhattacharya, Anindya ;
Shu, Le ;
Makinen, Ville-Petteri ;
Yang, Xia .
BMC GENOMICS, 2016, 17
[4]   Gender-Specific Differences in Adipose Distribution and Adipocytokines Influence Adolescent Nonalcoholic Fatty Liver Disease [J].
Ayonrinde, Oyekoya T. ;
Olynyk, John K. ;
Beilin, Lawrence J. ;
Mori, Trevor A. ;
Pennell, Craig E. ;
de Klerk, Nicholas ;
Oddy, Wendy H. ;
Shipman, Peter ;
Adams, Leon A. .
HEPATOLOGY, 2011, 53 (03) :800-809
[5]   NAFLD as a Sexual Dimorphic Disease: Role of Gender and Reproductive Status in the Development and Progression of Nonalcoholic Fatty Liver Disease and Inherent Cardiovascular Risk [J].
Ballestri, Stefano ;
Nascimbeni, Fabio ;
Baldelli, Enrica ;
Marrazzo, Alessandra ;
Romagnoli, Dante ;
Lonardo, Amedeo .
ADVANCES IN THERAPY, 2017, 34 (06) :1291-1326
[6]   A high-resolution association mapping panel for the dissection of complex traits in mice [J].
Bennett, Brian J. ;
Farber, Charles R. ;
Orozco, Luz ;
Kang, Hyun Min ;
Ghazalpour, Anatole ;
Siemers, Nathan ;
Neubauer, Michael ;
Neuhaus, Isaac ;
Yordanova, Roumyana ;
Guan, Bo ;
Truong, Amy ;
Yang, Wen-pin ;
He, Aiqing ;
Kayne, Paul ;
Gargalovic, Peter ;
Kirchgessner, Todd ;
Pan, Calvin ;
Castellani, Lawrence W. ;
Kostem, Emrah ;
Furlotte, Nicholas ;
Drake, Thomas A. ;
Eskin, Eleazar ;
Lusis, Aldons J. .
GENOME RESEARCH, 2010, 20 (02) :281-290
[7]   Prevalence of hepatic steatosis in an urban population in the United States: Impact of ethnicity [J].
Browning, JD ;
Szczepaniak, LS ;
Dobbins, R ;
Nuremberg, P ;
Horton, JD ;
Cohen, JC ;
Grundy, SM ;
Hobbs, HH .
HEPATOLOGY, 2004, 40 (06) :1387-1395
[8]   Gender differences in liver disease and the drug-dose gender gap [J].
Buzzetti, Elena ;
Parikh, Pathik M. ;
Gerussi, Alessio ;
Tsochatzis, Emmanuel .
PHARMACOLOGICAL RESEARCH, 2017, 120 :97-108
[9]   Effects of a high fat diet on liver mitochondria: increased ATP-sensitive K+ channel activity and reactive oxygen species generation [J].
Cardoso, Ariel R. ;
Cabral-Costa, Joao Victor ;
Kowaltowski, Alicia J. .
JOURNAL OF BIOENERGETICS AND BIOMEMBRANES, 2010, 42 (03) :245-253
[10]   Genome-wide association study identifies loci influencing concentrations of liver enzymes in plasma [J].
Chambers, John C. ;
Zhang, Weihua ;
Sehmi, Joban ;
Li, Xinzhong ;
Wass, Mark N. ;
Van der Harst, Pim ;
Holm, Hilma ;
Sanna, Serena ;
Kavousi, Maryam ;
Baumeister, Sebastian E. ;
Coin, Lachlan J. ;
Deng, Guohong ;
Gieger, Christian ;
Heard-Costa, Nancy L. ;
Hottenga, Jouke-Jan ;
Kuehnel, Brigitte ;
Kumar, Vinod ;
Lagou, Vasiliki ;
Liang, Liming ;
Luan, Jian'an ;
Vidal, Pedro Marques ;
Leach, Irene Mateo ;
O'Reilly, Paul F. ;
Peden, John F. ;
Rahmioglu, Nilufer ;
Soininen, Pasi ;
Speliotes, Elizabeth K. ;
Yuan, Xin ;
Thorleifsson, Gudmar ;
Alizadeh, Behrooz Z. ;
Atwood, Larry D. ;
Borecki, Ingrid B. ;
Brown, Morris J. ;
Charoen, Pimphen ;
Cucca, Francesco ;
Das, Debashish ;
de Geus, Eco J. C. ;
Dixon, Anna L. ;
Doering, Angela ;
Ehret, Georg ;
Eyjolfsson, Gudmundur I. ;
Farrall, Martin ;
Forouhi, Nita G. ;
Friedrich, Nele ;
Goessling, Wolfram ;
Gudbjartsson, Daniel F. ;
Harris, Tamara B. ;
Hartikainen, Anna-Liisa ;
Heath, Simon ;
Hirschfield, Gideon M. .
NATURE GENETICS, 2011, 43 (11) :1131-1138