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Goyale A, Jain A, Smith C, Papatheodoridi M, Misas MG, Roccarina D, Prat LI, Mikhailidis DP, Nair D, Tsochatzis E. Assessment of non-alcoholic fatty liver disease (NAFLD) severity with novel serum-based markers: A pilot study. PLoS One 2021; 16:e0260313. [PMID: 34813621 PMCID: PMC8610238 DOI: 10.1371/journal.pone.0260313] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2021] [Accepted: 11/06/2021] [Indexed: 12/31/2022] Open
Abstract
Background/Aims Non-alcoholic fatty liver disease (NAFLD) represents a significant public health issue. Identifying patients with simple steatosis from those with non-alcoholic steatohepatitis (NASH) is crucial since NASH is correlated with increased morbidity and mortality. Serum-based markers, including adipokines and cytokines, are important in the pathogenesis and progression of NAFLD. Here we assessed the usefulness of such markers in patients with NAFLD. Methods This prospective, cross-sectional study included 105 adult patients with varying severity of NAFLD. Twelve serum-based markers were measured by 3 biochip platforms and 2 enzyme-linked immunosorbent assay (ELISA) methods. We also developed a NAFLD individual fibrosis index (NIFI) using the serum-based markers mostly correlated with fibrosis severity. Results Sixty-one out of 105 patients were male (58.1%) with mean age was 53.5 years. Higher Interleukin-6 (IL-6) increased (p = 0.0321) and lower Matrix Metalloproteinase-9 (MMP-9) serum levels (p = 0.0031) were associated with higher fibrosis as measured by Fibroscan® in multivariable regression analysis. Using receiver-operating characteristic (ROC) curve analysis for the NIFI, area under the curve for predicting Fibroscan values ≥ 7.2 kPa was 0.77 (95%CI: 0.67, 0.88, p<0.001), with sensitivity of 89.3%, specificity of 57.9% and a positive likelihood ratio of 2.8. Conclusions Increasing fibrosis severity in NAFLD is associated with differential expression of IL-6 and MMP-9. NIFI could be valuable for the prediction of advanced NAFLD fibrosis and potentially help avoid unnecessary interventions such as liver biopsy in low-risk patients.
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Affiliation(s)
- Atul Goyale
- Department of Clinical Biochemistry, Royal Free Hospital, London, United Kingdom
| | - Anjly Jain
- Department of Clinical Biochemistry, Royal Free Hospital, London, United Kingdom
| | - Colette Smith
- UCL Research Department of Infection & Population Health, Royal Free Hospital, London, United Kingdom
| | - Margarita Papatheodoridi
- UCL Institute for Liver and Digestive Health, Royal Free Hospital and UCL, London, United Kingdom
| | - Marta Guerrero Misas
- UCL Institute for Liver and Digestive Health, Royal Free Hospital and UCL, London, United Kingdom
| | - Davide Roccarina
- UCL Institute for Liver and Digestive Health, Royal Free Hospital and UCL, London, United Kingdom
| | - Laura Iogna Prat
- UCL Institute for Liver and Digestive Health, Royal Free Hospital and UCL, London, United Kingdom
| | | | - Devaki Nair
- Department of Clinical Biochemistry, Royal Free Hospital, London, United Kingdom
| | - Emmanuel Tsochatzis
- UCL Institute for Liver and Digestive Health, Royal Free Hospital and UCL, London, United Kingdom
- * E-mail:
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Bayram B, Owen AR, Dudakovic A, Bettencourt JW, Limberg AK, Morrey ME, Sanchez-Sotelo J, Berry DJ, Kocher JP, van Wijnen AJ, Abdel MP. Elevated Expression of Plasminogen Activator Inhibitor (PAI-1/SERPINE1) is Independent from rs1799889 Genotypes in Arthrofibrosis. Meta Gene 2021; 28. [PMID: 33816122 DOI: 10.1016/j.mgene.2021.100877] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Arthrofibrosis is characterized by excessive extracellular matrix deposition in patients with total knee arthroplasties (TKAs) and causes undesirable joint stiffness. The pathogenesis of arthrofibrosis remains elusive and currently there are no diagnostic biomarkers for the pathological formation of this connective tissue. Fibrotic soft tissues are known to have elevated levels of plasminogen activator inhibitor-1 (PAI-1) (encoded by SERPINE1), a secreted serine protease inhibitor that moderates extracellular matrix remodeling and tissue homeostasis. The 4G/5G insertion/deletion (rs1799889) is a well-known SERPINE1 polymorphism that directly modulates PAI-1 levels. Homozygous 4G/4G allele carriers typically have higher PAI-1 levels and may predispose patients to soft tissue fibrosis (e.g., liver, lung, and kidney). Here, we examined the genetic contribution of the SERPINE1 rs1799889 polymorphism to musculoskeletal fibrosis in arthrofibrotic (n = 100) and non-arthrofibrotic (n = 100) patients using Sanger Sequencing. Statistical analyses revealed that the allele frequencies of the SERPINE1 rs1799889 polymorphism are similar in arthrofibrotic and non-arthrofibrotic patient cohorts. Because the fibrosis related SERPINE1 rs1799889 polymorphism is independent of arthrofibrosis susceptibility in TKA patients, the possibility arises that fibrosis of joint connective tissues may involve unique genetic determinants distinct from those linked to classical soft tissue fibrosis.
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Affiliation(s)
- Banu Bayram
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, United States
| | - Aaron R Owen
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, United States
| | - Amel Dudakovic
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, United States.,Department of Biochemistry & Molecular Biology, Mayo Clinic, Rochester, MN, United States
| | | | - Afton K Limberg
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, United States
| | - Mark E Morrey
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, United States
| | | | - Daniel J Berry
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, United States
| | - Jean-Pierre Kocher
- Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, MN, United States
| | - Andre J van Wijnen
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, United States.,Department of Biochemistry & Molecular Biology, Mayo Clinic, Rochester, MN, United States
| | - Matthew P Abdel
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, United States
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3
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Kutzler HL, Peters J, O’Sullivan DM, Williamson A, Cheema F, Ebcioglu Z, Einstein M, Rochon C, Ye X, Sheiner P, Singh JU, Sotil EU, Swales C, Serrano OK. Disparities in End-Organ Care for Hispanic Patients with Kidney and Liver Disease: Implications for Access to Transplantation. CURRENT SURGERY REPORTS 2020. [DOI: 10.1007/s40137-020-00248-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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4
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Cai J, Zhang XJ, Ji YX, Zhang P, She ZG, Li H. Nonalcoholic Fatty Liver Disease Pandemic Fuels the Upsurge in Cardiovascular Diseases. Circ Res 2020; 126:679-704. [PMID: 32105577 DOI: 10.1161/circresaha.119.316337] [Citation(s) in RCA: 112] [Impact Index Per Article: 28.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Cardiovascular diseases (CVDs) remain a leading cause of death worldwide. Among the major risk factors for CVD, obesity and diabetes mellitus have received considerable attention in terms of public policy and awareness. However, the emerging prevalence of nonalcoholic fatty liver disease (NAFLD), as the most common liver and metabolic disease and a cause of CVD, has been largely overlooked. Currently, the number of individuals with NAFLD is greater than the total number of individuals with diabetes mellitus and obesity. Epidemiological studies have established a strong correlation between NAFLD and an increased risk of CVD and CVD-associated events. Although debate continues over the causal relationship between NAFLD and CVD, many mechanistic and longitudinal studies have indicated that NAFLD is one of the major driving forces for CVD and should be recognized as an independent risk factor for CVD apart from other metabolic disorders. In this review, we summarize the clinical evidence that supports NAFLD as a risk factor for CVD epidemics and discuss major mechanistic insights regarding the acceleration of CVD in the setting of NAFLD. Finally, we address the potential treatments for NAFLD and their potential impact on CVD.
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Affiliation(s)
- Jingjing Cai
- Department of Cardiology, The Third Xiangya Hospital, Central South University, Changsha, China (J.C.).,Institute of Model Animal of Wuhan University, China (J.C., X.-J.Z., Y.-X.J., P.Z., Z.-G.S., H.L.)
| | - Xiao-Jing Zhang
- From the Department of Cardiology, Renmin Hospital of Wuhan University, China (X.-J.Z., P.Z., Z.-G.S., H.L.).,Institute of Model Animal of Wuhan University, China (J.C., X.-J.Z., Y.-X.J., P.Z., Z.-G.S., H.L.).,Medical Science Research Center, Zhongnan Hospital of Wuhan University, China (X.-J.Z.)
| | - Yan-Xiao Ji
- Institute of Model Animal of Wuhan University, China (J.C., X.-J.Z., Y.-X.J., P.Z., Z.-G.S., H.L.)
| | - Peng Zhang
- From the Department of Cardiology, Renmin Hospital of Wuhan University, China (X.-J.Z., P.Z., Z.-G.S., H.L.).,Institute of Model Animal of Wuhan University, China (J.C., X.-J.Z., Y.-X.J., P.Z., Z.-G.S., H.L.)
| | - Zhi-Gang She
- From the Department of Cardiology, Renmin Hospital of Wuhan University, China (X.-J.Z., P.Z., Z.-G.S., H.L.).,Institute of Model Animal of Wuhan University, China (J.C., X.-J.Z., Y.-X.J., P.Z., Z.-G.S., H.L.)
| | - Hongliang Li
- From the Department of Cardiology, Renmin Hospital of Wuhan University, China (X.-J.Z., P.Z., Z.-G.S., H.L.).,Institute of Model Animal of Wuhan University, China (J.C., X.-J.Z., Y.-X.J., P.Z., Z.-G.S., H.L.).,Basic Medical School, Wuhan University, China (H.L.)
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Correlation between PAI-1, leptin and ferritin with HOMA in HIV/AIDS patients. Exp Mol Pathol 2018; 105:115-119. [PMID: 29940157 DOI: 10.1016/j.yexmp.2018.06.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2018] [Revised: 06/09/2018] [Accepted: 06/21/2018] [Indexed: 11/21/2022]
Abstract
BACKGROUND Data about correlation of interleukins (IL-1 α, IL-1 β, IFN γ, IL-2, IL-4, IL-6, IL-8, IL-10), adipocytokines (leptin, adiponectin, monocyte chemoattractant protein-1 (MCP-1), resistin, plasminogen activator inhibitor-1 (PAI-1), tumor necrosis factor alpha (TNFα), ferritin, C reactive protein (CRP) and vascular endothelial growth factor (VEGF) with homeostasis model assessment (HOMA) in HIV/AIDS patients are still limited. Therefore the aim of this study was to evaluate the possible correlations of serum levels of PAI-1, leptin and ferritin with HOMA in HIV/AIDS patients treated with combined antiretroviral therapy (cART). METHODS This cross-sectional study included 64 HIV/AIDS patients, all Caucasians, receiving cART at the HIV/AIDS Centre, Belgrade, Serbia. PAI-1, leptin, ferritin and insulin levels were measured using the Metabolic Syndrome Array I (Randox Laboratories Ltd., London, UK), while adiponectin and resistin levels were measured using Metabolic Syndrome Array II (Randox Laboratories Ltd., London, UK), interleukins (IL-1 α, IL-1 β, IFN γ, IL-2, IL-4, IL-6, IL-8, IL-10), MCP-1, TNF-α as well as VEGF was measured using Cytokine Array I (Randox Laboratories Ltd., London, UK). Insulin resistance was determined using the homeostasis model assessment index (HOMA). Multicollinearity of independent variables in multivariate model was analyzed using Variance Inflation Factor. RESULTS Correlation analysis revealed significant correlations between HOMA and waist circumference, body mass index, patients' age, number of cART combinations and triglycerides (p = 0.001, p = 0.001, p = 0.050, p = 0.044, p = 0.002, respectively). HOMA negatively correlated with levels of high density lipoprotein (HDL) (Rho = -0.282; p = 0.025). PAI-1 (Rho = 0.334; p= 0.007) and leptin (Rho = 0.492; p = 0.001) together with ferritin (Rho = 0.396, p = 0.001) positively and significantly correlated with HOMA. Levels of IL-1 α, IL-1 β, IFN γ, IL-2, IL-4, IL-6, IL-8, IL-10, adiponectin, MCP-1, resistin, TNF-α, CRP and VEGF did not significantly correlate with HOMA. Further, multiple logistic regression showed that there is a statistically significant correlation between PAI, leptin and ferritin with HOMA levels (p = 0.042; p < 0.001, p = 0.009). CONCLUSIONS We showed significant correlation between PAI-1, leptin and ferritin, independently of each other with HOMA, in HIV/AIDS patients on cART.
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Ajmera V, Perito ER, Bass NM, Terrault NA, Yates KP, Gill R, Loomba R, Diehl AM, Aouizerat B. Novel plasma biomarkers associated with liver disease severity in adults with nonalcoholic fatty liver disease. Hepatology 2017; 65:65-77. [PMID: 27532276 PMCID: PMC5191932 DOI: 10.1002/hep.28776] [Citation(s) in RCA: 119] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2016] [Revised: 06/02/2016] [Accepted: 08/02/2016] [Indexed: 02/06/2023]
Abstract
UNLABELLED Despite the high prevalence of nonalcoholic fatty liver disease (NAFLD), therapeutic options and noninvasive markers of disease activity and severity remain limited. We investigated the association between plasma biomarkers and liver histology in order to identify markers of disease activity and severity in patients with biopsy-proven NAFLD. Thirty-two plasma biomarkers chosen a priori as possible discriminators of NAFLD were measured in participants enrolled in the Nonalcoholic Steatohepatitis (NASH) Clinical Research Network. Dichotomized histologic outcomes were evaluated using centrally read biopsies. Biomarkers with statistically significant associations with NAFLD histology were evaluated in multivariable models adjusted for clinical factors. Of 648 participants (74.4% white, 61.7% female, mean age 47.7 years), 58.0% had definite NASH, 55.5% had mild/no fibrosis (stage 0-1), and 44.4% had significant fibrosis (stage 2-4). Increased activated plasminogen activator inhibitor 1 had a strong association with definite NASH compared to not NASH or borderline NASH in multivariable analysis (odds ratio = 1.20, 95% confidence interval 1.08-1.34, P < 0.001). Biomarkers associated with significant fibrosis (versus mild/no fibrosis) in multivariable analysis included higher levels of interleukin-8, monocyte chemoattractant protein-1, resistin, soluble interleukin-1 receptor I, soluble interleukin-2 receptor alpha, and tumor necrosis factor alpha and lower levels of insulin-like growth factor 2. CONCLUSIONS Specific plasma biomarkers are significantly associated with disease activity and severity of fibrosis in NAFLD and are potentially valuable tools for noninvasive stratification of patients with NAFLD and identification of targets for therapeutic intervention. (Hepatology 2017;65:65-77).
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Affiliation(s)
- Veeral Ajmera
- Gastroenterology, UCSF, San Francisco, CA, United States
| | - Emily R. Perito
- Pediatric Gastroenterology, UCSF, San Francisco, CA, United States
| | - Nathan M. Bass
- Gastroenterology, UCSF, San Francisco, CA, United States
| | | | | | - Ryan Gill
- Pathology, UCSF, San Francisco, CA, United States
| | - Rohit Loomba
- Gastroenterology, UCSD, San Diego, CA, United States
| | - Anna Mae Diehl
- Gastroenterology, Duke University, Durham, NC, United States
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Wood KL, Miller MH, Dillon JF. Systematic review of genetic association studies involving histologically confirmed non-alcoholic fatty liver disease. BMJ Open Gastroenterol 2015; 2:e000019. [PMID: 26462272 PMCID: PMC4599155 DOI: 10.1136/bmjgast-2014-000019] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2014] [Revised: 01/21/2015] [Accepted: 01/23/2015] [Indexed: 02/06/2023] Open
Abstract
Non-alcoholic fatty liver disease has an increasing prevalence in Western countries, affecting up to 20% of the population.
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Affiliation(s)
| | - Michael H Miller
- Medical Research Institute, University of Dundee, Ninewells Hospital , Dundee , UK
| | - John F Dillon
- Medical Research Institute, University of Dundee, Ninewells Hospital , Dundee , UK
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8
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Verrijken A, Francque S, Mertens I, Prawitt J, Caron S, Hubens G, Van Marck E, Staels B, Michielsen P, Van Gaal L. Prothrombotic factors in histologically proven nonalcoholic fatty liver disease and nonalcoholic steatohepatitis. Hepatology 2014; 59:121-9. [PMID: 24375485 DOI: 10.1002/hep.26510] [Citation(s) in RCA: 128] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/24/2012] [Accepted: 04/30/2013] [Indexed: 02/06/2023]
Abstract
UNLABELLED An independent role of nonalcoholic fatty liver disease (NAFLD) in the development of cardiovascular disease has been suggested, probably mediated through increased levels of prothrombotic factors. Therefore, we examined whether NAFLD is linked to a prothrombotic state, independently of metabolic risk factors in a large single-center cohort of overweight/obese patients. Patients presenting to the obesity clinic underwent a detailed metabolic and liver assessment, including an extensive panel of coagulation factors. If NAFLD was suspected, a liver biopsy was proposed. A series of 273 consecutive patients (65% female) with a liver biopsy were included (age, 44 ± 0.76 years; body mass index: 39.6 ± 0.40 kg/m(2)). Increase in fibrinogen, factor VIII, and von Willebrand factor and decrease in antithrombin III correlated with metabolic features, but not with liver histology. Levels of plasminogen activator inhibitor-1 (PAI-1) increased significantly with increasing severity of steatosis (P < 0.001), lobular inflammation (P < 0.001), ballooning (P = 0.002), and fibrosis (P < 0.001). Patients with nonalcoholic steatohepatitis had significantly higher PAI-1 values than those with normal liver (P < 0.001). In multiple regression, including anthropometric and metabolic parameters, steatosis remained an independent predictor of PAI-1 levels, explaining, together with fasting C-peptide and waist circumference, 21% of the variance in PAI-1. No consistent correlations with histology were found for the other coagulation factors. CONCLUSION In obesity, NAFLD severity independently contributes to the increase in PAI-1 levels, whereas other coagulation factors are unaltered. This finding might, in part, explain the increased cardiovascular risk associated with NAFLD.
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Affiliation(s)
- An Verrijken
- Department of Endocrinology, Diabetology and Metabolism, Antwerp University Hospital, University of Antwerp, Antwerp, Belgium
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Zhang M, Xu W, Deng Y. A new strategy for early diagnosis of type 2 diabetes by standard-free, label-free LC-MS/MS quantification of glycated peptides. Diabetes 2013; 62:3936-42. [PMID: 23894188 PMCID: PMC3806625 DOI: 10.2337/db13-0347] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The early diagnosis of diabetes, one of the top three chronic incurable diseases, is becoming increasingly important. Here, we investigated the applicability of an (18)O-labeling technique for the development of a standard-free, label-free liquid chromatography-tandem mass spectrometry (LC-MS/MS) method for the early diagnosis of type 2 diabetes mellitus (T2DM). Rather than attempting to identify quantitative differences in proteins as biomarkers, glycation of the highest abundance protein in human plasma, human serum albumin (HSA), was monitored through quantitative analysis of HSA characteristic peptides using the (18)O-labeling technique. Eight glucose-sensitive peptides and one glucose-insensitive peptide were discovered. The glucose-insensitive peptide served as the internal standard, and a standard-free, label-free LC-MS/MS method was developed. This method was then used to select putative biomarkers for T2DM in a clinical trial with 389 human plasma samples. As a result, three of the eight glucose-sensitive peptides (FKDLGEENFK, LDELRDEGK, and KVPQVSTPTLVEVSR) were selected and could be used as potential biomarkers for the early diagnosis of T2DM.
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