Macrophages as a source of fibrosis biomarkers for non-alcoholic fatty liver disease

Abstract Non-alcoholic fatty liver disease/steatohepatitis (NAFLD/NASH) are becoming major liver diseases worldwide. Liver fibrosis and cirrhosis are among the most significant risk factors of hepatocellular carcinoma (HCC) and associated with the long-term prognosis of NAFLD patients. To stratify the risk of HCC in NAFLD patients clinically, the discovery of non-invasive fibrosis markers is needed urgently. Liver macrophages play critical roles in the regulation of inflammation and fibrosis by interacting with hepatic stellate cells (HSCs) and other immune cells. Thus, it is rational to explore feasible biomarkers for liver fibrosis by focusing on macrophage-related factors. We examined serum factors comprehensively in multiple cohorts of NAFLD/NASH patients to determine whether they were correlated with the biopsy-proven fibrosis stage. We found that the serum levels of interleukin (IL)-34, YKL-40 and soluble Siglec-7 (sSiglec7) were closely associated with liver fibrosis and served as diagnostic biomarkers in patients with NAFLD/NASH. In the NAFLD liver, IL-34 was produced by activated fibroblasts, and YKL-40 and sSiglec-7 were secreted from macrophages. The sensitivity and specificity of these markers to detect advanced liver fibrosis varied, supporting the notion that the combination of these markers with other modalities is an option for clinical application.

[1]  Z. Fu,et al.  Pharmacological activation of REV-ERBα improves nonalcoholic steatohepatitis by regulating intestinal permeability. , 2020, Metabolism: clinical and experimental.

[2]  T. Cotter,et al.  NAFLD 2020: The State of the Disease. , 2020, Gastroenterology.

[3]  R. Schwabe,et al.  Mechanisms of Fibrosis Development in NASH. , 2020, Gastroenterology.

[4]  P. Lampertico,et al.  Epidemiology and surveillance for hepatocellular carcinoma: New trends. , 2020, Journal of hepatology.

[5]  J. Paulson,et al.  Siglecs as Immune Cell Checkpoints in Disease. , 2020, Annual review of immunology.

[6]  V. Wong,et al.  Cenicriviroc Treatment for Adults With Nonalcoholic Steatohepatitis and Fibrosis: Final Analysis of the Phase 2b CENTAUR Study , 2020, Hepatology.

[7]  G. Marchesini,et al.  Lean NAFLD: A Distinct Entity Shaped by Differential Metabolic Adaptation , 2020, Hepatology.

[8]  R. Schwabe,et al.  Macrophage MerTK Promotes Liver Fibrosis in Nonalcoholic Steatohepatitis. , 2019, Cell metabolism.

[9]  Takanori Ito,et al.  Serum soluble sialic acid‐binding immunoglobulin‐like lectin‐7 concentration as an indicator of liver macrophage activation and advanced fibrosis in patients with non‐alcoholic fatty liver disease , 2019, Hepatology research : the official journal of the Japan Society of Hepatology.

[10]  M. Kurosaki,et al.  Transition in the etiology of liver cirrhosis in Japan: a nationwide survey , 2019, Journal of Gastroenterology.

[11]  R. Sun,et al.  Hepatic NK cells attenuate fibrosis progression of non‐alcoholic steatohepatitis in dependent of CXCL10‐mediated recruitment , 2019, Liver international : official journal of the International Association for the Study of the Liver.

[12]  A. Gastaldelli,et al.  Crosstalk between adipose tissue insulin resistance and liver macrophages in Non Alcoholic Fatty Liver Disease. , 2019, Journal of hepatology.

[13]  B. Barton,et al.  Biomarkers of Macrophage Activation and Immune Danger Signals Predict Clinical Outcomes in Alcoholic Hepatitis , 2019, Hepatology.

[14]  T. Kawaguchi,et al.  High serum interleukin‐34 level is a predictor of poor prognosis in patients with non‐viral hepatocellular carcinoma , 2019, Hepatology research : the official journal of the Japan Society of Hepatology.

[15]  G. Ahlenstiel,et al.  KLRG1+ natural killer cells exert a novel antifibrotic function in chronic hepatitis B. , 2019, Journal of hepatology.

[16]  M. Leshno,et al.  Liver steatosis is a major predictor of poor outcomes in chronic hepatitis C patients with sustained virological response , 2019, Journal of viral hepatitis.

[17]  V. Wong,et al.  Effects of Alcohol Consumption and Metabolic Syndrome on Mortality in Patients With Nonalcoholic and Alcohol-Related Fatty Liver Disease. , 2019, Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association.

[18]  Aleksandra A. Kolodziejczyk,et al.  The role of the microbiome in NAFLD and NASH , 2018, EMBO molecular medicine.

[19]  S. Asch,et al.  Risk of Hepatocellular Cancer in Patients With Non-Alcoholic Fatty Liver Disease. , 2018, Gastroenterology.

[20]  H. Yoshiji,et al.  A nationwide survey on non-B, non-C hepatocellular carcinoma in Japan: 2011–2015 update , 2018, Journal of Gastroenterology.

[21]  D. Schuppan,et al.  The role of macrophages in nonalcoholic fatty liver disease and nonalcoholic steatohepatitis , 2018, Nature Reviews Gastroenterology & Hepatology.

[22]  Pingyi Liu,et al.  Natural Killer Cells in Liver Disease and Hepatocellular Carcinoma and the NK Cell-Based Immunotherapy , 2018, Journal of immunology research.

[23]  E. Paschetta,et al.  Bioactive Lipid Species and Metabolic Pathways in Progression and Resolution of Nonalcoholic Steatohepatitis. , 2018, Gastroenterology.

[24]  Antonio Felix Conde-Martin,et al.  Fibrosis Severity as a Determinant of Cause-Specific Mortality in Patients With Advanced Nonalcoholic Fatty Liver Disease: A Multi-National Cohort Study. , 2018, Gastroenterology.

[25]  Jingmin Zhao,et al.  CXC Motif Ligand 16 Promotes Nonalcoholic Fatty Liver Disease Progression via Hepatocyte–Stellate Cell Crosstalk , 2018, The Journal of clinical endocrinology and metabolism.

[26]  Y. Cho,et al.  Effect of Metabolic Syndrome on the Clinical Outcomes of Chronic Hepatitis B Patients with Nucleos(t)ide Analogues Treatment , 2018, Digestive Diseases and Sciences.

[27]  T. Luedde,et al.  Therapeutic inhibition of inflammatory monocyte recruitment reduces steatohepatitis and liver fibrosis , 2018, Hepatology.

[28]  M. Eslam,et al.  Genetics and epigenetics of NAFLD and NASH: Clinical impact. , 2018, Journal of hepatology.

[29]  N. Chalasani,et al.  Non-invasive assessment of non-alcoholic fatty liver disease: Clinical prediction rules and blood-based biomarkers. , 2018, Journal of hepatology.

[30]  A. Miyajima,et al.  Oncostatin M causes liver fibrosis by regulating cooperation between hepatic stellate cells and macrophages in mice , 2018, Hepatology.

[31]  Michael Charlton,et al.  The diagnosis and management of nonalcoholic fatty liver disease: Practice guidance from the American Association for the Study of Liver Diseases , 2018, Hepatology.

[32]  Hirokazu Takahashi,et al.  Clinical strategy of diagnosing and following patients with nonalcoholic fatty liver disease based on invasive and noninvasive methods , 2017, Journal of Gastroenterology.

[33]  A. Diehl,et al.  Cause, Pathogenesis, and Treatment of Nonalcoholic Steatohepatitis , 2017, The New England journal of medicine.

[34]  Rohit Loomba,et al.  Inflammation-induced IgA+ cells dismantle anti-liver cancer immunity , 2017, Nature.

[35]  Jaw-Town Lin,et al.  The occurrence of hepatocellular carcinoma in different risk stratifications of clinically noncirrhotic nonalcoholic fatty liver disease , 2017, International journal of cancer.

[36]  S. Asch,et al.  Risk of Hepatocellular Cancer in HCV Patients Treated With Direct-Acting Antiviral Agents. , 2017, Gastroenterology.

[37]  F. Tacke Targeting hepatic macrophages to treat liver diseases. , 2017, Journal of hepatology.

[38]  M. Trauner,et al.  The PNPLA3 I148M variant modulates the fibrogenic phenotype of human hepatic stellate cells , 2017, Hepatology.

[39]  Shibu Yooseph,et al.  Gut Microbiome-Based Metagenomic Signature for Non-invasive Detection of Advanced Fibrosis in Human Nonalcoholic Fatty Liver Disease. , 2017, Cell metabolism.

[40]  Liang Chen,et al.  The gamma-glutamyl transpeptidase to platelet ratio for non-invasive assessment of liver fibrosis in patients with chronic hepatitis B and non-alcoholic fatty liver disease , 2017, Oncotarget.

[41]  M. Yuen,et al.  Nonalcoholic fatty liver disease in Asia: emerging perspectives , 2017, Journal of Gastroenterology.

[42]  Rohit Loomba,et al.  MRI and MRE for non-invasive quantitative assessment of hepatic steatosis and fibrosis in NAFLD and NASH: Clinical trials to clinical practice. , 2016, Journal of hepatology.

[43]  K. Chayama,et al.  Serum YKL-40 as a marker of liver fibrosis in patients with non-alcoholic fatty liver disease , 2016, Scientific Reports.

[44]  B. Bibby,et al.  The macrophage activation marker sCD163 is associated with morphological disease stages in patients with non‐alcoholic fatty liver disease , 2016, Liver international : official journal of the International Association for the Study of the Liver.

[45]  F. Anania,et al.  Loss of Junctional Adhesion Molecule A Promotes Severe Steatohepatitis in Mice on a Diet High in Saturated Fat, Fructose, and Cholesterol. , 2016, Gastroenterology.

[46]  R. Reimer,et al.  Kupffer Cells Undergo Fundamental Changes during the Development of Experimental NASH and Are Critical in Initiating Liver Damage and Inflammation , 2016, PloS one.

[47]  K. Chayama,et al.  Interleukin-34 as a fibroblast-derived marker of liver fibrosis in patients with non-alcoholic fatty liver disease , 2016, Scientific Reports.

[48]  K. Furukawa,et al.  Soluble Siglec-9 suppresses arthritis in a collagen-induced arthritis mouse model and inhibits M1 activation of RAW264.7 macrophages , 2016, Arthritis Research & Therapy.

[49]  G. Lacraz,et al.  Interleukin-15-mediated inflammation promotes non-alcoholic fatty liver disease. , 2016, Cytokine.

[50]  M. Orešič,et al.  Ceramides Dissociate Steatosis and Insulin Resistance in the Human Liver in Non-Alcoholic Fatty Liver Disease Short title : Ceramides in Human Non-Alcoholic Fatty Liver Disease , 2016 .

[51]  C. Tripodo,et al.  MERTK rs4374383 polymorphism affects the severity of fibrosis in non-alcoholic fatty liver disease. , 2016, Journal of hepatology.

[52]  Lawrence A. David,et al.  The severity of nonalcoholic fatty liver disease is associated with gut dysbiosis and shift in the metabolic function of the gut microbiota , 2016, Hepatology.

[53]  F. Bäckhed,et al.  Microbiota-induced obesity requires farnesoid X receptor , 2016, Gut.

[54]  N. Leitinger,et al.  NKp46+ natural killer cells attenuate metabolism‐induced hepatic fibrosis by regulating macrophage activation in mice , 2015, Hepatology.

[55]  H. Shiraha,et al.  Serum-inducible protein (IP)-10 is a disease progression-related marker for non-alcoholic fatty liver disease , 2016, Hepatology International.

[56]  H. El‐Serag,et al.  Hepatocellular Carcinoma in the Absence of Cirrhosis in United States Veterans is Associated With Nonalcoholic Fatty Liver Disease. , 2016, Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association.

[57]  European Association for the Study of the Liver,et al.  EASL-EASD-EASO Clinical Practice Guidelines for the Management of Non-Alcoholic Fatty Liver Disease , 2016, Obesity Facts.

[58]  G. Ferraioli,et al.  Lack of Siglec-7 expression identifies a dysfunctional natural killer cell subset associated with liver inflammation and fibrosis in chronic HCV infection , 2015, Gut.

[59]  K. Clément,et al.  Macrophage activation marker soluble CD163 and non‐alcoholic fatty liver disease in morbidly obese patients undergoing bariatric surgery , 2015, Journal of gastroenterology and hepatology.

[60]  E. Bjornsson,et al.  Liver Fibrosis, but No Other Histologic Features, Is Associated With Long-term Outcomes of Patients With Nonalcoholic Fatty Liver Disease. , 2015, Gastroenterology.

[61]  Zhen Wang,et al.  Fibrosis progression in nonalcoholic fatty liver vs nonalcoholic steatohepatitis: a systematic review and meta-analysis of paired-biopsy studies. , 2015, Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association.

[62]  T. Saibara,et al.  Evidence‐based clinical practice guidelines for nonalcoholic fatty liver disease/nonalcoholic steatohepatitis , 2015, Hepatology research : the official journal of the Japan Society of Hepatology.

[63]  T. Saibara,et al.  Evidence-based clinical practice guidelines for nonalcoholic fatty liver disease/nonalcoholic steatohepatitis , 2015, Journal of Gastroenterology.

[64]  Y. Imai,et al.  Association between Wisteria floribunda agglutinin-positive Mac-2 binding protein and the fibrosis stage of non-alcoholic fatty liver disease , 2015, Journal of Gastroenterology.

[65]  Jun Yu,et al.  CXCL10 plays a key role as an inflammatory mediator and a non-invasive biomarker of non-alcoholic steatohepatitis. , 2014, Journal of hepatology.

[66]  P. Roingeard,et al.  IL‐34 and macrophage colony‐stimulating factor are overexpressed in hepatitis C virus fibrosis and induce profibrotic macrophages that promote collagen synthesis by hepatic stellate cells , 2014, Hepatology.

[67]  T. Luedde,et al.  Pharmacological Inhibition of the Chemokine CXCL16 Diminishes Liver Macrophage Infiltration and Steatohepatitis in Chronic Hepatic Injury , 2014, PloS one.

[68]  R. Evans,et al.  Characterization of Distinct Subpopulations of Hepatic Macrophages in HFD/Obese Mice , 2014, Diabetes.

[69]  B. Bibby,et al.  Soluble CD163, a macrophage activation marker, is independently associated with fibrosis in patients with chronic viral hepatitis B and C , 2014, Hepatology.

[70]  E. Albano,et al.  Adaptive immune responses triggered by oxidative stress contribute to hepatic inflammation in NASH , 2014, Hepatology.

[71]  M. Cole,et al.  Hepatocellular cancer: the impact of obesity, type 2 diabetes and a multidisciplinary team. , 2014, Journal of hepatology.

[72]  R. Maserati,et al.  Sialic acid-binding Ig-like lectin-7 interacts with HIV-1 gp120 and facilitates infection of CD4posT cells and macrophages , 2013, Retrovirology.

[73]  K. Tokushige,et al.  Hepatocarcinogenesis in non‐alcoholic fatty liver disease in Japan , 2013, Journal of gastroenterology and hepatology.

[74]  S. Dahlén,et al.  The chitinase-like protein YKL-40: a possible biomarker of inflammation and airway remodeling in severe pediatric asthma. , 2013, The Journal of allergy and clinical immunology.

[75]  Lixin Zhu,et al.  Characterization of gut microbiomes in nonalcoholic steatohepatitis (NASH) patients: A connection between endogenous alcohol and NASH , 2013, Hepatology.

[76]  S. Rabot,et al.  Intestinal microbiota determines development of non-alcoholic fatty liver disease in mice , 2012, Gut.

[77]  Virginia Nguyen,et al.  Kuppfer Cells Trigger Nonalcoholic Steatohepatitis Development in Diet-induced Mouse Model through Tumor Necrosis Factor-α Production* , 2012, The Journal of Biological Chemistry.

[78]  P. Crocker,et al.  CD33‐related siglecs as potential modulators of inflammatory responses , 2012, Annals of the New York Academy of Sciences.

[79]  S. Bischoff,et al.  Nutrition, Intestinal Permeability, and Blood Ethanol Levels Are Altered in Patients with Nonalcoholic Fatty Liver Disease (NAFLD) , 2012, Digestive Diseases and Sciences.

[80]  C. Hofmann,et al.  DSS induced colitis increases portal LPS levels and enhances hepatic inflammation and fibrogenesis in experimental NASH. , 2011, Journal of hepatology.

[81]  T. Luedde,et al.  Pharmacological inhibition of the chemokine CCL2 (MCP-1) diminishes liver macrophage infiltration and steatohepatitis in chronic hepatic injury , 2011, Gut.

[82]  T. Saibara,et al.  Platelet count for predicting fibrosis in nonalcoholic fatty liver disease , 2011, Journal of Gastroenterology.

[83]  E. Rosenberg,et al.  Soluble CD163 made by monocyte/macrophages is a novel marker of HIV activity in early and chronic infection prior to and after anti-retroviral therapy. , 2011, The Journal of infectious diseases.

[84]  Sheng-Nan Lu,et al.  Impact of diabetes mellitus on incidence of hepatocellular carcinoma in chronic hepatitis C patients treated with interferon‐based antiviral therapy , 2011, International journal of cancer.

[85]  B. Ma,et al.  Role of chitin and chitinase/chitinase-like proteins in inflammation, tissue remodeling, and injury. , 2011, Annual review of physiology.

[86]  E. Rosenberg,et al.  Soluble CD 163 Made by Monocyte / Macrophages Is a Novel Marker of HIV Activity in Early and Chronic Infection Prior to and After Anti-retroviral Therapy , 2011 .

[87]  Y. Le Marchand-Brustel,et al.  Hepatic Expression Patterns of Inflammatory and Immune Response Genes Associated with Obesity and NASH in Morbidly Obese Patients , 2010, PloS one.

[88]  G. Bedogni,et al.  Epidemiology of Non-Alcoholic Fatty Liver Disease , 2010, Digestive Diseases.

[89]  F. Ginhoux,et al.  Hepatic recruitment of the inflammatory Gr1+ monocyte subset upon liver injury promotes hepatic fibrosis , 2009, Hepatology.

[90]  G. La Torre,et al.  Increased intestinal permeability and tight junction alterations in nonalcoholic fatty liver disease , 2009, Hepatology.

[91]  V. Wong,et al.  Metabolic syndrome increases the risk of liver cirrhosis in chronic hepatitis B , 2008, Gut.

[92]  B. de Bono,et al.  SIGLEC16 encodes a DAP12‐associated receptor expressed in macrophages that evolved from its inhibitory counterpart SIGLEC11 and has functional and non‐functional alleles in humans , 2008, European journal of immunology.

[93]  Y. Erzin,et al.  Serum YKL‐40 as a marker of disease activity and stricture formation in patients with Crohn's disease , 2008, Journal of gastroenterology and hepatology.

[94]  L. Williams,et al.  Discovery of a Cytokine and Its Receptor by Functional Screening of the Extracellular Proteome , 2008, Science.

[95]  A. Nakajima,et al.  Transient elastography in patients with non-alcoholic fatty liver disease (NAFLD) , 2007, Gut.

[96]  S. Vogel,et al.  Pivotal Advance: Activation of cell surface Toll‐like receptors causes shedding of the hemoglobin scavenger receptor CD163 , 2006, Journal of leukocyte biology.

[97]  M. Colombo,et al.  The natural history of compensated cirrhosis due to hepatitis C virus: A 17‐year cohort study of 214 patients , 2006, Hepatology.

[98]  K. Birkeland,et al.  Systemic inflammation in nonalcoholic fatty liver disease is characterized by elevated levels of CCL2. , 2006, Journal of hepatology.

[99]  L. Bianchi,et al.  Progression of fibrosis in hepatitis C with and without schistosomiasis: Correlation with serum markers of fibrosis , 2006, Hepatology.

[100]  D. Nielsen,et al.  Serum YKL-40, A New Prognostic Biomarker in Cancer Patients? , 2006, Cancer Epidemiology Biomarkers & Prevention.

[101]  H. Vestergaard,et al.  YKL-40, a biomarker of inflammation, is elevated in patients with type 2 diabetes and is related to insulin resistance , 2006, Inflammation Research.

[102]  J. Nielsen,et al.  Predictive value of soluble haemoglobin scavenger receptor CD163 serum levels for survival in verified tuberculosis patients. , 2005, Clinical microbiology and infection : the official publication of the European Society of Clinical Microbiology and Infectious Diseases.

[103]  M. Vidali,et al.  Immune response towards lipid peroxidation products as a predictor of progression of non-alcoholic fatty liver disease to advanced fibrosis , 2005, Gut.

[104]  Francesco Donato,et al.  Hepatocellular carcinoma in cirrhosis: incidence and risk factors. , 2004, Gastroenterology.

[105]  S. Moestrup,et al.  CD163: a regulated hemoglobin scavenger receptor with a role in the anti‐inflammatory response , 2004, Annals of medicine.

[106]  N. Horiike,et al.  Soluble CD163 in patients with liver diseases: very high levels of soluble CD163 in patients with fulminant hepatic failure , 2004, Journal of Gastroenterology.

[107]  L. Skovgaard,et al.  Serum levels of YKL-40 and PIIINP as prognostic markers in patients with alcoholic liver disease. , 2003, Journal of hepatology.

[108]  P. Roughley,et al.  Hyaluronate degradation as an alternative mechanism for proteoglycan release from cartilage during interleukin-1beta-stimulated catabolism. , 2002, The Biochemical journal.

[109]  S. Moestrup,et al.  Characterization of an enzyme-linked immunosorbent assay for soluble CD163 , 2002, Scandinavian journal of clinical and laboratory investigation.

[110]  L. N. Valenti,et al.  Tumor necrosis factor alpha promoter polymorphisms and insulin resistance in nonalcoholic fatty liver disease. , 2002, Gastroenterology.

[111]  Z. Bloomgarden European Association For The Study Of Diabetes , 2002, Diabetologia.

[112]  J. Crespo,et al.  Gene expression of tumor necrosis factor α and TNF‐receptors, p55 and p75, in nonalcoholic steatohepatitis patients , 2001 .

[113]  H. Kleinman,et al.  Gp38k, a protein synthesized by vascular smooth muscle cells, stimulates directional migration of human umbilical vein endothelial cells. , 1999, Experimental cell research.

[114]  J. Johansen,et al.  Serum YKL-40 concentrations in patients with rheumatoid arthritis: relation to disease activity. , 1999, Rheumatology.

[115]  H. Nielsen,et al.  YKL-40, a mammalian member of the chitinase family, is a matrix protein of specific granules in human neutrophils. , 1998, Proceedings of the Association of American Physicians.

[116]  D. Sgroi,et al.  Siglecs: a family of sialic-acid binding lectins. , 1998, Glycobiology.

[117]  M. Rehli,et al.  Molecular characterization of the gene for human cartilage gp-39 (CHI3L1), a member of the chitinase protein family and marker for late stages of macrophage differentiation. , 1997, Genomics.

[118]  M. Caligiuri,et al.  Interleukin (IL) 15 is a novel cytokine that activates human natural killer cells via components of the IL-2 receptor , 1994, The Journal of experimental medicine.

[119]  Brian,et al.  Human cartilage gp-39, a major secretory product of articular chondrocytes and synovial cells, is a mammalian member of a chitinase protein family. , 1993, The Journal of biological chemistry.

[120]  M. Dumont,et al.  European Association for the Study of the Liver , 1971 .