Metabolism dysregulation induces a specific lipid signature of nonalcoholic steatohepatitis in patients

被引:197
作者
Chiappini, Franck [1 ,2 ,3 ]
Coilly, Audrey [1 ,2 ,3 ,4 ]
Kadar, Hanane [5 ]
Gual, Philippe [6 ,7 ,8 ]
Tran, Albert [6 ,7 ,8 ]
Desterke, Christophe [9 ,10 ]
Samuel, Didier [1 ,2 ,3 ,4 ]
Duclos-Vallee, Jean-Charles [1 ,2 ,3 ,4 ]
Touboul, David [5 ]
Bertrand-Michel, Justine [11 ]
Brunelle, Alain [5 ]
Guettier, Catherine [1 ,2 ,3 ,12 ]
Le Naour, Francois [1 ,2 ,3 ,9 ,10 ]
机构
[1] INSERM, Unite 1193, F-94800 Villejuif, France
[2] Univ Paris Sud, UMR S1193, F-94800 Villejuif, France
[3] DHU Hepatinov, F-94800 Villejuif, France
[4] Hop Paul Brousse, AP HP, Ctr Hepatobiliaire, F-94800 Villejuif, France
[5] Univ Paris Saclay, Univ Paris Sud, Inst Chim Subst Nat, CNRS UPR 2301, F-91198 Gif Sur Yvette, France
[6] INSERM, Unite 1065, F-06204 Nice, France
[7] Univ Nice Sophia Antipolis, F-06204 Nice, France
[8] CHU Nice, Hop Archet, F-06202 Nice 3, France
[9] INSERM, US33, F-94800 Villejuif, France
[10] Univ Paris Sud, US33, F-94800 Villejuif, France
[11] INSERM, UMR1048, MetaToul Lipid Facil, MetaboHUB, F-31432 Toulouse, France
[12] Hop Kremlin Bicetre, AP HP, Serv Anatomopathol, F-94275 Le Kremlin Bicetre, France
关键词
FATTY-ACID ELONGASE; HEPATIC STEATOSIS; MASS-SPECTROMETRY; DESATURASE ACTIVITY; GENE-EXPRESSION; LIVER STEATOSIS; SCORING SYSTEM; ANIMAL-MODELS; PALMITIC ACID; CLASSIFICATION;
D O I
10.1038/srep46658
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Nonalcoholic steatohepatitis (NASH) is a condition which can progress to cirrhosis and hepatocellular carcinoma. Markers for NASH diagnosis are still lacking. We performed a comprehensive lipidomic analysis on human liver biopsies including normal liver, nonalcoholic fatty liver and NASH. Random forests-based machine learning approach allowed characterizing a signature of 32 lipids discriminating NASH with 100% sensitivity and specificity. Furthermore, we validated this signature in an independent group of NASH patients. Then, metabolism dysregulations were investigated in both patients and murine models. Alterations of elongase and desaturase activities were observed along the fatty acid synthesis pathway. The decreased activity of the desaturase FADS1 appeared as a bottleneck, leading upstream to an accumulation of fatty acids and downstream to a deficiency of long-chain fatty acids resulting to impaired phospholipid synthesis. In NASH, mass spectrometry imaging on tissue section revealed the spreading into the hepatic parenchyma of selectively accumulated fatty acids. Such lipids constituted a highly toxic mixture to human hepatocytes. In conclusion, this study characterized a specific and sensitive lipid signature of NASH and positioned FADS1 as a significant player in accumulating toxic lipids during NASH progression.
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页数:17
相关论文
共 71 条
[11]  
BLIGH EG, 1959, CAN J BIOCHEM PHYS, V37, P911
[12]   Random forests [J].
Breiman, L .
MACHINE LEARNING, 2001, 45 (01) :5-32
[13]   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
[14]   Nonalcoholic Fatty Liver Disease (NAFLD) Activity Score and the Histopathologic Diagnosis in NAFLD: Distinct Clinicopathologic Meanings [J].
Brunt, Elizabeth M. ;
Kleiner, David E. ;
Wilson, Laura A. ;
Belt, Patricia ;
Neuschwander-Tetri, Brent A. .
HEPATOLOGY, 2011, 53 (03) :810-820
[15]   NAFLD: A multisystem disease [J].
Byrne, Christopher D. ;
Targher, Giovanni .
JOURNAL OF HEPATOLOGY, 2015, 62 :S47-S64
[16]   Exploration of global gene expression in human liver steatosis by high-density oligonucleotide microarray [J].
Chiappini, F ;
Barrier, A ;
Saffroy, R ;
Domart, MC ;
Dagues, N ;
Azoulay, D ;
Sebagh, M ;
Franc, B ;
Chevalier, S ;
Debuire, B ;
Dudoit, S ;
Lemoine, A .
LABORATORY INVESTIGATION, 2006, 86 (02) :154-165
[17]   Hepatic and serum lipid signatures specific to nonalcoholic steatohepatitis in murine models [J].
Chiappini, Franck ;
Desterke, Christophe ;
Bertrand-Michel, Justine ;
Guettier, Catherine ;
Le Naour, Francois .
SCIENTIFIC REPORTS, 2016, 6
[18]   Ventromedial hypothalamus-specific Ptpn1 deletion exacerbates diet-induced obesity in female mice [J].
Chiappini, Franck ;
Catalano, Karyn J. ;
Lee, Jennifer ;
Peroni, Odile D. ;
Lynch, Jacqueline ;
Dhaneshwar, Abha S. ;
Wellenstein, Kerry ;
Sontheimer, Alexandra ;
Neel, Benjamin G. ;
Kahn, Barbara B. .
JOURNAL OF CLINICAL INVESTIGATION, 2014, 124 (09) :3781-3792
[19]   Relationship Between Polymerase Gamma (POLG) Polymorphisms and Antiretroviral Therapy-Induced Lipodystrophy in HIV-1 Infected Patients: A Case-Control Study [J].
Chiappini, Franck ;
Teicher, Elina ;
Saffroy, Raphael ;
Debuire, Brigitte ;
Vittecoq, Daniel ;
Lemoine, Antoinette .
CURRENT HIV RESEARCH, 2009, 7 (02) :244-253
[20]   In Situ Lipidomic Analysis of Nonalcoholic Fatty Liver by Cluster TOF-SIMS Imaging [J].
Debois, Delphine ;
Bralet, Marie-Pierre ;
Le Naour, Francois ;
Brunelle, Alain ;
Laprevote, Olivier .
ANALYTICAL CHEMISTRY, 2009, 81 (08) :2823-2831