Hepatic Expression Patterns of Inflammatory and Immune Response Genes Associated with Obesity and NASH in Morbidly Obese Patients
Open accessAbstract
BACKGROUND: Obesity modulates inflammation and activation of immune pathways which can lead to liver complications. We aimed at identifying expression patterns of inflammatory and immune response genes specifically associated with obesity and NASH in the liver of morbidly obese patients. METHODOLOGY/PRINCIPAL FINDINGS: Expression of 222 genes was evaluated by quantitative RT-PCR in the liver of morbidly obese patients with histologically normal liver (n = 6), or with severe steatosis without (n = 6) or with NASH (n = 6), and in lean controls (n = 5). Hepatic expression of 58 out of 222 inflammatory and immune response genes was upregulated in NASH patients. The most notable changes occurred in genes encoding chemokines and chemokine receptors involved in leukocyte recruitment, CD and cytokines involved in the T cell activation towards a Th1 phenotype, and immune semaphorins. This regulation seems to be specific for the liver since visceral adipose tissue expression and serum levels of MCP1, IP10, TNFα and IL6 were not modified. Importantly, 47 other genes were already upregulated in histologically normal liver (e.g. CRP, Toll-like receptor (TLR) pathway). Interestingly, serum palmitate, known to activate the TLR pathway, was increased with steatosis. CONCLUSION/SIGNIFICANCE: The liver of obese patients without histological abnormalities already displayed a low-grade inflammation and could be more responsive to activators of the TLR pathway. NASH was then characterized by a specific gene signature. These findings help to identify new potential actors of the pathogenesis of NAFLD.
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Human studies have yielded conflicting results, with some reporting increased intrahepatic Treg numbers and others reduced frequencies in patients with MASLD.
“Human studies have similarly yielded conflicting results, with some studies reporting increased intrahepatic Treg numbers, whereas others have observed reduced frequencies in patients with MASLD (Bertola et al. 2010; Dywicki et al. 2022; Wang et al. 2021c).”
From The double-edged sword of regulatory T cells in MASLD: from inflammation control to fibrosis promotion (2026) · cites this paper as Bertola et al. 2010
The Introduction (page unavailable) mentions a possible reduction in regulatory T cells but does not report intrahepatic Treg numbers in patients. The Results and Discussion address hepatic gene expression and NKT cells, not conflicting human findings on intrahepatic Treg frequencies. Searches for Treg, FOXP3, and CD4/CD25 did not establish the attributed claim. (LLM, conf=0.76)
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Obesity is associated with macrophage accumulation in adipose tissue
Weisberg, S. P., McCann, D., Desai, M., Rosenbaum, M., Leibel, R. L., & Ferrante, A. W. (2003) · Journal of Clinical Investigation · doi:10.1172/jci200319246 · Cited by 10,041 · see citing works
Xu, H., Barnes, G. T., Yang, Q., Tan, G., Yang, D., Chou, C. J., Sole, J., Nichols, A., Ross, J. S., Tartaglia, L. A., et al. (2003) · Journal of Clinical Investigation · doi:10.1172/jci200319451 · Cited by 6,760 · see citing works
Use and Abuse of HOMA Modeling
Wallace, T. M., Levy, J. C., & Matthews, D. R. (2004) · Diabetes Care · doi:10.2337/diacare.27.6.1487 · Cited by 5,114 · see citing works
Lee, J. Y., Sohn, K. H., Rhee, S. H., & Hwang, D. (2001) · Journal of Biological Chemistry · doi:10.1074/jbc.m011695200 · Cited by 1,299 · see citing works
Toll‐like receptors and adaptor molecules in liver disease: Update†
Seki, E., & Brenner, D. A. (2008) · Hepatology · doi:10.1002/hep.22306 · Cited by 722 · see citing works
Huang, W., Metlakunta, A., Dedousis, N., Zhang, P., Sipula, I., Dube, J. J., Scott, D. K., & O'Doherty, R. M. (2010) · Diabetes · doi:10.2337/db09-0016 · Cited by 520 · see citing works
Bekri, S., Gual, P., Anty, R., Luciani, N., Dahman, M., Ramesh, B., Iannelli, A., Staccini–Myx, A., Casanova, D., Ben Amor, I., et al. (2006) · Gastroenterology · doi:10.1053/j.gastro.2006.07.007 · Cited by 496 · see citing works
Self-citationSemaphorins and their receptors in immune cell interactions
Suzuki, K., Kumanogoh, A., & Kikutani, H. (2008) · Nature Immunology · doi:10.1038/ni1553 · Cited by 400 · see citing works
Flagged first, then by citations
Research works printed but not linked: 48
- [1]McCullough AJ 2006 Pathophysiology of nonalcoholic steatohepatitis. J Clin Gastroenterol 40 Suppl 1 S17 29 16540762
- [2]Neuschwander-Tetri BA Caldwell SH 2003 Nonalcoholic steatohepatitis: summary of an AASLD single topic conference. Hepatology 37 1202 1219 12717402
- [3]Valenti L Ludovica Fracanzani A Fargion S 2009 The immunopathogenesis of alcoholic and nonalcoholic steatohepatitis: two triggers for one disease? Semin Immunopathol 19440711
- [6]Bertola A Deveaux V Bonnafous S Rousseau D Anty R 2009 Elevated expression of osteopontin may be related to adipose tissue macrophage accumulation and liver steatosis in morbid obesity. Diabetes 58 125 133 18952835 PMC2606860
- [7]Maher JJ Leon P Ryan C J 2008 Beyond insulin resistance: Innate immunity in nonalcoholic steatohepatitis. Hepatology 48 670 678 18666225 PMC3592568
- [8]Sanyal AJ Campbell-Sargent C Mirshahi F Rizzo WB Contos MJ 2001 Nonalcoholic steatohepatitis: association of insulin resistance and mitochondrial abnormalities. Gastroenterology 120 1183 1192 11266382
- [9]Donnelly KL Smith CI Schwarzenberg SJ Jessurun J Boldt MD 2005 Sources of fatty acids stored in liver and secreted via lipoproteins in patients with nonalcoholic fatty liver disease. J Clin Invest 115 1343 1351 15864352 PMC1087172
- [10]Anty R Bekri S Luciani N Saint-Paul MC Dahman M 2006 The inflammatory C-reactive protein is increased in both liver and adipose tissue in severely obese patients independently from metabolic syndrome, Type 2 diabetes, and NASH. Am J Gastroenterol 101 1824 1833 16790033
- [12]Anty R Dahman M Iannelli A Gual P Staccini-Myx A 2008 Bariatric surgery can correct iron depletion in morbidly obese women: a link with chronic inflammation. Obes Surg 18 709 714 18330662
- [13]Tilg H Moschen AR Kaser A 2009 Obesity and the microbiota. Gastroenterology 136 1476 1483 19327360
- [15]Xu CF Yu CH Li YM Xu L Du J 2007 Association of the frequency of peripheral natural killer T cells with nonalcoholic fatty liver disease. World J Gastroenterol 13 4504 4508 17724809 PMC4611586
- [16]Albano E Mottaran E Vidali M Reale E Saksena S 2005 Immune response towards lipid peroxidation products as a predictor of progression of non-alcoholic fatty liver disease to advanced fibrosis. Gut 54 987 993 15951547 PMC1774606
- [17]Crespo J Cayon A Fernandez-Gil P Hernandez-Guerra M Mayorga M 2001 Gene expression of tumor necrosis factor alpha and TNF-receptors, p55 and p75, in nonalcoholic steatohepatitis patients. Hepatology 34 1158 1163 11732005
- [18]Wieckowska A Papouchado BG Li Z Lopez R Zein NN 2008 Increased hepatic and circulating interleukin-6 levels in human nonalcoholic steatohepatitis. Am J Gastroenterol 103 1372 1379 18510618
- [19]Haukeland JW Damas JK Konopski Z Loberg EM Haaland T 2006 Systemic inflammation in nonalcoholic fatty liver disease is characterized by elevated levels of CCL2. J Hepatol 44 1167 1174 16618517
- [20]Cayon A Crespo J Guerra AR Pons-Romero F 2008 [Gene expression in obese patients with non-alcoholic steatohepatitis]. Rev Esp Enferm Dig 100 212 218 18563978
- [22]Yokoyama Y Nimura Y Nagino M Bland KI Chaudry IH 2005 Current understanding of gender dimorphism in hepatic pathophysiology. J Surg Res 128 147 156 15939435
- [23]Waxman DJ Holloway MG 2009 Sex differences in the expression of hepatic drug metabolizing enzymes. Mol Pharmacol 76 215 228 19483103 PMC2713118
- [24]Suzuki A Abdelmalek MF 2009 Nonalcoholic fatty liver disease in women. Womens Health (Lond Engl) 5 191 203 19245356
- [25]Cortez-Pinto H de Moura MC Day CP 2006 Non-alcoholic steatohepatitis: from cell biology to clinical practice. J Hepatol 44 197 208 16274837
- [26]Brunt EM 2001 Nonalcoholic steatohepatitis: definition and pathology. Semin Liver Dis 21 3 16 11296695
- [27]Bigorgne AE Bouchet-Delbos L Naveau S Dagher I Prevot S 2008 Obesity-induced lymphocyte hyperresponsiveness to chemokines: a new mechanism of Fatty liver inflammation in obese mice. Gastroenterology 134 1459 1469 18471520
- [28]Joshi-Barve S Barve SS Amancherla K Gobejishvili L Hill D 2007 Palmitic acid induces production of proinflammatory cytokine interleukin-8 from hepatocytes. Hepatology 46 823 830 17680645
- [29]Ito S Yukawa T Uetake S Yamauchi M 2007 Serum intercellular adhesion molecule-1 in patients with nonalcoholic steatohepatitis: comparison with alcoholic hepatitis. Alcohol Clin Exp Res 31 S83 87 17331172
- [30]Diao H Kon S Iwabuchi K Kimura C Morimoto J 2004 Osteopontin as a mediator of NKT cell function in T cell-mediated liver diseases. Immunity 21 539 550 15485631
- [31]Ashkar S Weber GF Panoutsakopoulou V Sanchirico ME Jansson M 2000 Eta-1 (osteopontin): an early component of type-1 (cell-mediated) immunity. Science 287 860 864 10657301
- [32]Mimura S Mochida S Inao M Matsui A Nagoshi S 2004 Massive liver necrosis after provocation of imbalance between Th1 and Th2 immune reactions in osteopontin transgenic mice. J Gastroenterol 39 867 872 15565406
- [33]Guebre-Xabier M Yang S Lin HZ Schwenk R Krzych U 2000 Altered hepatic lymphocyte subpopulations in obesity-related murine fatty livers: potential mechanism for sensitization to liver damage. Hepatology 31 633 640 10706553
- [34]Li Z Lin H Yang S Diehl AM 2002 Murine leptin deficiency alters Kupffer cell production of cytokines that regulate the innate immune system. Gastroenterology 123 1304 1310 12360490
- [35]Loffreda S Yang SQ Lin HZ Karp CL Brengman ML 1998 Leptin regulates proinflammatory immune responses. Faseb J 12 57 65 9438411
- [36]Tilg H Diehl AM 2000 Cytokines in alcoholic and nonalcoholic steatohepatitis. N Engl J Med 343 1467 1476 11078773
- [37]Li Z Soloski MJ Diehl AM 2005 Dietary factors alter hepatic innate immune system in mice with nonalcoholic fatty liver disease. Hepatology 42 880 885 16175608
- [38]Elinav E Pappo O Sklair-Levy M Margalit M Shibolet O 2006 Amelioration of non-alcoholic steatohepatitis and glucose intolerance in ob/ob mice by oral immune regulation towards liver-extracted proteins is associated with elevated intrahepatic NKT lymphocytes and serum IL-10 levels. J Pathol 208 74 81 16261527
- [39]Pacifico L Di Renzo L Anania C Osborn JF Ippoliti F 2006 Increased T-helper interferon-gamma-secreting cells in obese children. Eur J Endocrinol 154 691 697 16645016
- [41]Mizui M Kumanogoh A Kikutani H 2009 Immune semaphorins: novel features of neural guidance molecules. J Clin Immunol 29 1 11 19067132
- [42]Cancello R Tordjman J Poitou C Guilhem G Bouillot JL 2006 Increased infiltration of macrophages in omental adipose tissue is associated with marked hepatic lesions in morbid human obesity. Diabetes 55 1554 1561 16731817
- [43]Tordjman J Poitou C Hugol D Bouillot JL Basdevant A 2009 Association between omental adipose tissue macrophages and liver histopathology in morbid obesity: influence of glycemic status. J Hepatol 51 354 362 19464069
- [44]Baranova A Schlauch K Elariny H Jarrar M Bennett C 2007 Gene expression patterns in hepatic tissue and visceral adipose tissue of patients with non-alcoholic fatty liver disease. Obes Surg 17 1111 1118 17953248
- [45]Estep JM Baranova A Hossain N Elariny H Ankrah K 2009 Expression of cytokine signaling genes in morbidly obese patients with non-alcoholic steatohepatitis and hepatic fibrosis. Obes Surg 19 617 624 19280268
- [46]Poggi M Bastelica D Gual P Iglesias MA Gremeaux T 2007 C3H/HeJ mice carrying a toll-like receptor 4 mutation are protected against the development of insulin resistance in white adipose tissue in response to a high-fat diet. Diabetologia 50 1267 1276 17426960
- [47]Cani PD Amar J Iglesias MA Poggi M Knauf C 2007 Metabolic endotoxemia initiates obesity and insulin resistance. Diabetes 56 1761 1772 17456850
- [48]Szabo G Velayudham A Romics L Jr Mandrekar P 2005 Modulation of non-alcoholic steatohepatitis by pattern recognition receptors in mice: the role of toll-like receptors 2 and 4. Alcohol Clin Exp Res 29 140S 145S 16344599
- [49]Rivera CA Adegboyega P van Rooijen N Tagalicud A Allman M 2007 Toll-like receptor-4 signaling and Kupffer cells play pivotal roles in the pathogenesis of non-alcoholic steatohepatitis. J Hepatol 47 571 579 17644211 PMC2094119
- [50]Yang SQ Lin HZ Lane MD Clemens M Diehl AM 1997 Obesity increases sensitivity to endotoxin liver injury: implications for the pathogenesis of steatohepatitis. Proc Natl Acad Sci U S A 94 2557 2562 9122234 PMC20127
- [51]Li Z Yang S Lin H Huang J Watkins PA 2003 Probiotics and antibodies to TNF inhibit inflammatory activity and improve nonalcoholic fatty liver disease. Hepatology 37 343 350 12540784
- [52]Solga SF Diehl AM 2003 Non-alcoholic fatty liver disease: lumen-liver interactions and possible role for probiotics. J Hepatol 38 681 687 12713883
- [53]Lanthier N Molendi-Coste O Horsmans Y van Rooijen N Cani PD 2009 Kupffer cell activation is a causal factor for hepatic insulin resistance. Am J Physiol Gastrointest Liver Physiol 19875703
- [56]Kleiner DE Brunt EM Van Natta M Behling C Contos MJ 2005 Design and validation of a histological scoring system for nonalcoholic fatty liver disease. Hepatology 41 1313 1321 15915461
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“Human studies have similarly yielded conflicting results, with some studies reporting increased intrahepatic Treg numbers, whereas others have observed reduced frequencies in patients with MASLD (Bertola et al. 2010; Dywicki et al. 2022; Wang et al. 2021c).”
- Authors
- Bertola, A., Bonnafous, S., Anty, R., Patouraux, S., Saint-Paul, M.-C., Iannelli, A., Gugenheim, J., Barr, J., Mato, J. M., Le Marchand-Brustel, Y., Tran, A., & Gual, P.
- Affiliations
- Inserm (FR)
- Centre Hospitalier Universitaire de Nice (FR)
- CIC bioGUNE (ES)
- Corresponding author
- Gual, Philippe
- ORCID
- Venue
- PLoS ONE
- Publisher
- Public Library of Science (PLoS)
- Published
- 2010-10-22
- Volume
- 5
- Issue
- 10
- Pages
- e13577
- ISSN
- 1932-6203 (ISSN-L)
- PMC
- PMC2962651
- OpenAlex
- W2011709384
- Cited by
- 240
- References
- 8
- Citations by year
- 2026: 5 · 2025: 8 · 2024: 11 · 2023: 18 · 2022: 20 · 2021: 19 · 2020: 18 · 2019: 20 · 2018: 13 · 2017: 19 · 2016: 9 · 2015: 19 · 2014: 13 · 2013: 17 · 2012: 21
- FWCI
- 11.20
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- PLoS ONE (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- HAL (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Figshare (submittedVersion, cc-by)
- Funders
- Association pour la Recherche sur le Cancer
- European Commission (LSHM‐CT‐2005‐018734)
- Agence Nationale de la Recherche (ANR-05-PCOD-0025, ANR-05)
- Institut National de la Santé et de la Recherche Médicale
- Association Française pour l'Etude du Foie
- Topics
- Health Sciences › Medicine › Epidemiology › Liver Disease Diagnosis and Treatment
- Health Sciences › Medicine › Epidemiology › Adipokines, Inflammation, and Metabolic Diseases
- Health Sciences › Medicine › Hepatology › Liver physiology and pathology
- Keywords
- nonalcoholic steatohepatitis, obesity, hepatic gene expression, inflammatory genes, immune response genes, chemokines, chemokine receptors, Th1 cytokines, semaphorins, Toll-like receptor pathway, hepatic steatosis, palmitate, NAFLD pathogenesis, visceral adipose tissue
- MeSH terms
- Adult, Fatty Liver, Female, Humans, Inflammation, Liver, Male, Obesity, Morbid, Case-Control Studies, Reverse Transcriptase Polymerase Chain Reaction, Gene Expression Profiling, Non-alcoholic Fatty Liver Disease
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