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Cross-Sectional and Longitudinal Performance of Non-Invasive Tests of Liver Fibrosis in Patients with Non-Alcoholic Fatty Liver Disease. J Clin Med 2023; 12:jcm12020650. [PMID: 36675579 PMCID: PMC9862059 DOI: 10.3390/jcm12020650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Revised: 12/22/2022] [Accepted: 01/03/2023] [Indexed: 01/18/2023] Open
Abstract
Background and aims: Non-invasive tests (NITs) are needed in clinical practice to replace histology for the identification of liver fibrosis and prognostication in Non-Alcoholic Fatty Liver Disease (NAFLD). Novel collagen-derived fibrogenesis markers including N-terminal type III collagen pro-peptide (PRO-C3) are among the most promising tools in this field. The aim of this study was to assess the diagnostic accuracy of PRO-C3, the derivative ADAPT score, and other NITs for the identification of advanced fibrosis (stages 3-4) and changes over 12 months of follow-up. Methods: In this longitudinal study, 96 patients with biopsy-proven NAFLD were evaluated at baseline, of which 50 underwent a follow-up visit after 12 months. Clinical-biochemical parameters, liver stiffness (LS) by transient elastography, PRO-C3, and other NITs (ADAPT, FIB-4, NFS, APRI) were collected at baseline and follow-up. Results: LS showed the best accuracy for the identification of advanced fibrosis, with Area under the Receiving Operator Curve (AUROC) 0.82 (0.73-0.89) for a cut-off value of 9.4 kPa. Among the other NITs, the ADAPT score showed the best accuracy, with AUROC 0.80 (0.71-0.88) for a cut-off of 5.02 (Se 62%, Sp 89%, PPV 74%, NPV 83%). The comparison between the AUROC of LS with that of ADAPT was not statistically different (DeLong test p value 0.348). At follow-up, LS was slightly reduced, whilst PRO-C3 displayed a significant increase from baseline median 11.2 ng/mL to 13.9 ng/mL at follow-up (p = 0.017). Accordingly, ADAPT score increased from median 5.3 to 6.1 (p = 0.019). The other NITs did not significantly change over 12 months. Conclusions: The ADAPT score shows the best performance among non-invasive scores for the identification of advanced fibrosis, not different from LS. Collagen-derived biomarker PRO-C3 and the derivative score ADAPT display significant changes over time, and may be useful tools for monitoring the progression of liver disease or assessing responses to treatments.
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Pugliese N, Alfarone L, Arcari I, Giugliano S, Parigi TL, Rescigno M, Lleo A, Aghemo A. Clinical features and management issues of NAFLD-related HCC: what we know so far. Expert Rev Gastroenterol Hepatol 2023; 17:31-43. [PMID: 36576057 DOI: 10.1080/17474124.2023.2162503] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
INTRODUCTION Nonalcoholic fatty liver disease (NAFLD) is replacing viral hepatitis as the leading cause of chronic liver disease and hepatocellular carcinoma (HCC) in many Western countries. NAFLD-associated HCC usually affects older patients with multiple comorbidities, frequently develops in the absence of cirrhosis, and is often diagnosed later with worse chance of survival. The worse prognosis is also due to limited surveillance strategies and a lower efficacy of standard treatments. AREAS COVERED We evaluate the available literature to understand the current surveillance strategies and treatment limitations in the workup of NAFLD-associated HCC, focusing on the differences with HCC associated with other liver diseases. EXPERT OPINION In this review we discuss epidemiology and risk factors for HCC in NAFLD patients and address key HCC surveillance and management issues. Although most data are still preliminary, the detection of non-cirrhotic NAFLD patients at increased risk for HCC and the potential adoption of novel screening tools could lead to accurate and suitable HCC surveillance and management strategies for NAFLD patients.
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Affiliation(s)
- Nicola Pugliese
- Division of Internal Medicine and Hepatology, Department of Gastroenterology, IRCCS Humanitas Research Hospital, Milan, Italy.,Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Ludovico Alfarone
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Ivan Arcari
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Silvia Giugliano
- Laboratory of Mucosal Immunology and Microbiota, IRCCS Humanitas Research Hospital - IRCCS, via Manzoni 56, 20089 Rozzano, Italy
| | | | - Maria Rescigno
- Department of Biomedical Sciences, Humanitas University, Milan, Italy.,Laboratory of Mucosal Immunology and Microbiota, IRCCS Humanitas Research Hospital - IRCCS, via Manzoni 56, 20089 Rozzano, Italy
| | - Ana Lleo
- Division of Internal Medicine and Hepatology, Department of Gastroenterology, IRCCS Humanitas Research Hospital, Milan, Italy.,Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Alessio Aghemo
- Division of Internal Medicine and Hepatology, Department of Gastroenterology, IRCCS Humanitas Research Hospital, Milan, Italy.,Department of Biomedical Sciences, Humanitas University, Milan, Italy
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Kamada Y, Nakamura T, Isobe S, Hosono K, Suama Y, Ohtakaki Y, Nauchi A, Yasuda N, Mitsuta S, Miura K, Yamamoto T, Hosono T, Yoshida A, Kawanishi I, Fukushima H, Kinoshita M, Umeda A, Kinoshita Y, Fukami K, Miyawaki T, Fujii H, Yoshida Y, Kawanaka M, Hyogo H, Morishita A, Hayashi H, Tobita H, Tomita K, Ikegami T, Takahashi H, Yoneda M, Jun DW, Sumida Y, Okanoue T, Nakajima A. SWOT analysis of noninvasive tests for diagnosing NAFLD with severe fibrosis: an expert review by the JANIT Forum. J Gastroenterol 2023; 58:79-97. [PMID: 36469127 PMCID: PMC9735102 DOI: 10.1007/s00535-022-01932-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Accepted: 10/12/2022] [Indexed: 12/11/2022]
Abstract
Nonalcoholic fatty liver disease (NAFLD) is the most common chronic liver disease. Nonalcoholic steatohepatitis (NASH) is an advanced form of NAFLD can progress to liver cirrhosis and hepatocellular carcinoma (HCC). Recently, the prognosis of NAFLD/NASH has been reported to be dependent on liver fibrosis degree. Liver biopsy remains the gold standard, but it has several issues that must be addressed, including its invasiveness, cost, and inter-observer diagnosis variability. To solve these issues, a variety of noninvasive tests (NITs) have been in development for the assessment of NAFLD progression, including blood biomarkers and imaging methods, although the use of NITs varies around the world. The aim of the Japan NASH NIT (JANIT) Forum organized in 2020 is to advance the development of various NITs to assess disease severity and/or response to treatment in NAFLD patients from a scientific perspective through multi-stakeholder dialogue with open innovation, including clinicians with expertise in NAFLD/NASH, companies that develop medical devices and biomarkers, and professionals in the pharmaceutical industry. In addition to conventional NITs, artificial intelligence will soon be deployed in many areas of the NAFLD landscape. To discuss the characteristics of each NIT, we conducted a SWOT (strengths, weaknesses, opportunities, and threats) analysis in this study with the 36 JANIT Forum members (16 physicians and 20 company representatives). Based on this SWOT analysis, the JANIT Forum identified currently available NITs able to accurately select NAFLD patients at high risk of NASH for HCC surveillance/therapeutic intervention and evaluate the effectiveness of therapeutic interventions.
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Affiliation(s)
- Yoshihiro Kamada
- Department of Advanced Metabolic Hepatology, Osaka University Graduate School of Medicine, 1-7, Yamadaoka, Suita, Osaka, 565-0871 Japan
| | - Takahiro Nakamura
- Medicine Division, Nippon Boehringer Ingelheim Co., Ltd., 2-1-1, Osaki, Shinagawa-Ku, Tokyo, 141-6017 Japan
| | - Satoko Isobe
- FibroScan Division, Integral Corporation, 2-25-2, Kamiosaki, Shinagawa-Ku, Tokyo, 141-0021 Japan
| | - Kumiko Hosono
- Immunology, Hepatology & Dermatology Medical Franchise Dept., Medical Division, Novartis Pharma K.K., 1-23-1, Toranomon, Minato-Ku, Tokyo, 105-6333 Japan
| | - Yukiko Suama
- Medical Information Services, Institute of Immunology Co., Ltd., 1-1-10, Koraku, Bunkyo-Ku, Tokyo, 112-0004 Japan
| | - Yukie Ohtakaki
- Product Development 1St Group, Product Development Dept., Fujirebio Inc., 2-1-1, Nishishinjuku, Shinjuku-Ku, Tokyo, 163-0410 Japan
| | - Arihito Nauchi
- Academic Department, GE Healthcare Japan, 4-7-127, Asahigaoka, Hino, Tokyo, 191-8503 Japan
| | - Naoto Yasuda
- Ultrasound Business Area, Siemens Healthcare KK, 1-11-1, Osaki, Shinagawa-Ku, Tokyo, 141-8644 Japan
| | - Soh Mitsuta
- FibroScan Division, Integral Corporation, 2-25-2, Kamiosaki, Shinagawa-Ku, Tokyo, 141-0021 Japan
| | - Kouichi Miura
- Department of Medicine, Division of Gastroenterology, Jichi Medical University, 3311-1, Yakushiji, Shimotsuke, Tochigi, 329-0498 Japan
| | - Takuma Yamamoto
- Cardiovascular and Diabetes, Product Marketing Department, Kowa Company, Ltd., 3-4-10, Nihonbashi Honcho, Chuo-Ku, Tokyo, 103-0023 Japan
| | - Tatsunori Hosono
- Clinical Development & Operations Japan, Nippon Boehringer Ingelheim Co., Ltd., 2-1-1, Osaki, Shinagawa-Ku, Tokyo, 141-6017 Japan
| | - Akihiro Yoshida
- Medical Affairs Department, Kowa Company, Ltd., 3-4-14, Nihonbashi Honcho, Chuo-Ku, Tokyo, 103-8433 Japan
| | - Ippei Kawanishi
- R&D Planning Department, EA Pharma Co., Ltd., 2-1-1, Irifune, Chuo-Ku, Tokyo, 104-0042 Japan
| | - Hideaki Fukushima
- Diagnostics Business Area, Siemens Healthcare Diagnostics KK, 1-11-1, Osaki, Shinagawa-Ku, Tokyo, 141-8673 Japan
| | - Masao Kinoshita
- Marketing Dep. H.U. Frontier, Inc., Shinjuku Mitsui Building, 2-1-1, Nishishinjuku, Shinjuku-Ku, Tokyo, 163-0408 Japan
| | - Atsushi Umeda
- Clinical Development Dept, EA Pharma Co., Ltd., 2-1-1, Irifune, Chuo-Ku, Tokyo, 104-0042 Japan
| | - Yuichi Kinoshita
- Global Drug Development Division, Novartis Pharma KK, 1-23-1, Toranomon, Minato-Ku, Tokyo, 105-6333 Japan
| | - Kana Fukami
- 2Nd Product Planning Dept, 2Nd Product Planning Division, Fujirebio Inc, 2-1-1, Nishishinjuku, Shinjuku-Ku, Tokyo, 163-0410 Japan
| | - Toshio Miyawaki
- Medical Information Services, Institute of Immunology Co., Ltd., 1-1-10, Koraku, Bunkyo-Ku, Tokyo, 112-0004 Japan
| | - Hideki Fujii
- Departments of Hepatology, Graduate School of Medicine, Osaka Metropolitan University, 1-4-3, Asahi-Machi, Abeno-Ku, Osaka, Osaka 545-8585 Japan
| | - Yuichi Yoshida
- Department of Gastroenterology and Hepatology, Suita Municipal Hospital, 5-7, Kishibe Shinmachi, Suita, Osaka 564-8567 Japan
| | - Miwa Kawanaka
- Department of General Internal Medicine2, Kawasaki Medical School, Kawasaki Medical Center, 2-6-1, Nakasange, Kita-Ku, Okayama, Okayama 700-8505 Japan
| | - Hideyuki Hyogo
- Department of Gastroenterology, JA Hiroshima Kouseiren General Hospital, 1-3-3, Jigozen, Hatsukaichi, Hiroshima 738-8503 Japan ,Hyogo Life Care Clinic Hiroshima, 6-34-1, Enkobashi-Cho, Minami-Ku, Hiroshima, Hiroshima 732-0823 Japan
| | - Asahiro Morishita
- Department of Gastroenterology and Neurology, Faculty of Medicine, Kagawa University, 1750-1, Oaza Ikenobe, Miki-Cho, Kita-Gun, Kagawa 761-0793 Japan
| | - Hideki Hayashi
- Department of Gastroenterology and Hepatology, Gifu Municipal Hospital, 7-1, Kashima-Cho, Gifu, Gifu 500-8513 Japan
| | - Hiroshi Tobita
- Division of Hepatology, Shimane University Hospital, 89-1, Enya-Cho, Izumo, Shimane 693-8501 Japan
| | - Kengo Tomita
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, National Defense Medical College, 3-2, Namiki, Tokorozawa, Saitama 359-8513 Japan
| | - Tadashi Ikegami
- Division of Gastroenterology and Hepatology, Tokyo Medical University Ibaraki Medical Center, 3-20-1, Chuo, Ami-Machi, Inashiki-Gun, Ibaraki, 300-0395 Japan
| | - Hirokazu Takahashi
- Liver Center, Faculty of Medicine, Saga University Hospital, Saga University, 5-1-1, Nabeshima, Saga, Saga 849-8501 Japan
| | - Masato Yoneda
- Department of Gastroenterology and Hepatology, Yokohama City University School of Medicine Graduate School of Medicine, 3-9, Fukuura, Kanazawa-Ku, Yokohama, Kanagawa 236-0004 Japan
| | - Dae Won Jun
- Department of Internal Medicine, Hanyang University College of Medicine, Seoul, 04763 Korea
| | - Yoshio Sumida
- Division of Hepatology and Pancreatology, Department of Internal Medicine, Aichi Medical University, 21 Yazako Karimata, Nagakute, Aichi, 480-1195, Japan.
| | - Takeshi Okanoue
- Department of Gastroenterology & Hepatology, Saiseikai Suita Hospital, Osaka, 1-2, Kawazono-Cho, Suita, Osaka 564-0013 Japan
| | - Atsushi Nakajima
- Department of Gastroenterology and Hepatology, Yokohama City University School of Medicine Graduate School of Medicine, 3-9, Fukuura, Kanazawa-Ku, Yokohama, Kanagawa 236-0004 Japan
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Pal SC, Méndez-Sánchez N. Screening for MAFLD: who, when and how? Ther Adv Endocrinol Metab 2023; 14:20420188221145650. [PMID: 36699945 PMCID: PMC9869195 DOI: 10.1177/20420188221145650] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Accepted: 11/26/2022] [Indexed: 01/22/2023] Open
Abstract
Metabolic-associated fatty liver disease (MAFLD) is a highly prevalent disease with increasing prevalence worldwide. Currently, no universal screening methods have been standardized, even when this disease poses a major health burden. MAFLD as a spectrum of diseases can range from simple steatosis, and steatohepatitis to fibrosis and hepatocellular carcinoma. Its extra-hepatic manifestations are vast and include cardiovascular diseases, extra-hepatic malignancies, cognitive and respiratory alterations. Given its extensive damage targets as well as its high prevalence, timely identification of the high-risk population presenting metabolic dysfunction should undergo universal non-invasive screening methods, which can be carried out through blood tests, easy and effective imaging techniques, such as ultrasound, score calculation and general clinical information brought together from primary patient-physician contact.
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Affiliation(s)
- Shreya C. Pal
- Faculty of Medicine, National Autonomous University of Mexico, Mexico City, Mexico
- Liver Research Unit, Medica Sur Clinic Foundation, Mexico City, Mexico
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55
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Andersson A, Kelly M, Imajo K, Nakajima A, Fallowfield JA, Hirschfield G, Pavlides M, Sanyal AJ, Noureddin M, Banerjee R, Dennis A, Harrison S. Clinical Utility of Magnetic Resonance Imaging Biomarkers for Identifying Nonalcoholic Steatohepatitis Patients at High Risk of Progression: A Multicenter Pooled Data and Meta-Analysis. Clin Gastroenterol Hepatol 2022; 20:2451-2461.e3. [PMID: 34626833 DOI: 10.1016/j.cgh.2021.09.041] [Citation(s) in RCA: 32] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Revised: 09/22/2021] [Accepted: 09/28/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS Nonalcoholic fatty liver disease (NAFLD) is increasing in prevalence worldwide. NAFLD is associated with excess risk of all-cause mortality, and its progression to nonalcoholic steatohepatitis (NASH) and fibrosis accounts for a growing proportion of cirrhosis and hepatocellular cancer and thus is a leading cause of liver transplant worldwide. Noninvasive precise methods to identify patients with NASH and NASH with significant disease activity and fibrosis are crucial when the disease is still modifiable. The aim of this study was to examine the clinical utility of corrected T1 (cT1) vs magnetic resonance imaging (MRI) liver fat for identification of NASH participants with nonalcoholic fatty liver disease activity score ≥4 and fibrosis stage (F) ≥2 (high-risk NASH). METHODS Data from five clinical studies (n = 543) with participants suspected of NAFLD were pooled or used for individual participant data meta-analysis. The diagnostic accuracy of the MRI biomarkers to stratify NASH patients was determined using the area under the receiver operating characteristic curve (AUROC). RESULTS A stepwise increase in cT1 and MRI liver fat with increased NAFLD severity was shown, and cT1 was significantly higher in participants with high-risk NASH. The diagnostic accuracy (AUROC) of cT1 to identify patients with NASH was 0.78 (95% CI, 0.74-0.82), for liver fat was 0.78 (95% CI, 0.73-0.82), and when combined with MRI liver fat was 0.82 (95% CI, 0.78-0.85). The diagnostic accuracy of cT1 to identify patients with high-risk NASH was good (AUROC = 0.78; 95% CI, 0.74-0.82), was superior to MRI liver fat (AUROC = 0.69; 95% CI, 0.64-0.74), and was not substantially improved by combining it with MRI liver fat (AUROC = 0.79; 95% CI, 0.75-0.83). The meta-analysis showed similar performance to the pooled analysis for these biomarkers. CONCLUSIONS This study shows that quantitative MRI-derived biomarkers cT1 and liver fat are suitable for identifying patients with NASH, and cT1 is a better noninvasive technology than liver fat to identify NASH patients at greatest risk of disease progression. Therefore, MRI cT1 and liver fat have important clinical utility to help guide the appropriate use of interventions in NAFLD and NASH clinical care pathways.
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Affiliation(s)
| | - Matt Kelly
- Perspectum Ltd, Gemini One, Oxford, United Kingdom
| | - Kento Imajo
- Department of Gastroenterology and Hepatology, Yokohama City School of Medicine, Yokohama, Japan
| | - Atsushi Nakajima
- Department of Gastroenterology and Hepatology, Yokohama City School of Medicine, Yokohama, Japan
| | | | - Gideon Hirschfield
- Toronto Centre for Liver Disease, University Health Network, Toronto, Ontario, Canada
| | - Michael Pavlides
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, John Radcliffe Hospital, Oxford, United Kingdom; Translational Gastroenterology Unit, John Radcliffe Hospital, Oxford, United Kingdom; National Institute for Health Research (NIHR) Biomedical Research Centre, University of Oxford, Oxford, United Kingdom
| | - Arun J Sanyal
- Department of Internal Medicine, Virginia Commonwealth University School of Medicine, Richmond, Virgina
| | - Mazen Noureddin
- Karsh Division of Gastroenterology and Hepatology, Comprehensive Transplant Center, Cedars Sinai Medical Center, Los Angeles, California
| | | | | | - Stephen Harrison
- Division of Cardiovascular Medicine, Radcliffe Department of Medicine, John Radcliffe Hospital, Oxford, United Kingdom
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Simbrunner B, Villesen IF, Königshofer P, Scheiner B, Bauer D, Paternostro R, Schwabl P, Timelthaler G, Ramazanova D, Wöran K, Stift J, Eigenbauer E, Stättermayer AF, Marculescu R, Pinter M, Møller S, Trauner M, Karsdal M, Leeming DJ, Reiberger T, Mandorfer M. Systemic inflammation is linked to liver fibrogenesis in patients with advanced chronic liver disease. Liver Int 2022; 42:2501-2512. [PMID: 35822301 PMCID: PMC9804351 DOI: 10.1111/liv.15365] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/10/2021] [Revised: 05/18/2022] [Accepted: 07/09/2022] [Indexed: 01/05/2023]
Abstract
BACKGROUND & AIMS Experimental evidence indicates that systemic inflammation (SI) promotes liver fibrogenesis. This study investigated the potential link between SI and fibrogenesis in patients with advanced chronic liver disease (ACLD). METHODS Serum biomarkers of SI (CRP, IL-6, procalcitonin [PCT]) and extracellular matrix (ECM) turnover (i.e., fibrogenesis/fibrolysis) were analysed in 215 prospectively recruited patients with ACLD (hepatic venous pressure gradient [HVPG] ≥6 mm Hg) undergoing hepatic vein catheterization. Patients with non-elective hospitalization or bacterial infection were excluded. Histological alpha-smooth muscle actin (α-SMA) area was quantified on full biopsy scans by automated morphometric quantification in a subset of 34 patients who underwent concomitant transjugular liver biopsy. RESULTS Histological α-SMA proportionate area correlated with enhanced liver fibrosis (ELF) score (Spearman's ρ = 0.660, p < .001), markers of collagen formation (PRO-C3, ρ = 0.717, p < .001; PRO-C6, ρ = 0.526, p = .002) and tissue inhibitor of metalloproteinases-1 (TIMP1; ρ = 0.547, p < .001), indicating that these blood biomarkers are capable of reflecting the dynamic process of ECM turnover. CRP, IL-6 and PCT levels correlated with ELF, biomarkers of collagen synthesis/degradation and TIMP1, both in compensated and decompensated patients. Multivariate linear regression models (adjusted for HVPG) confirmed that CRP, IL-6 and PCT were independently linked to markers of liver fibrogenesis and ECM turnover. CONCLUSION Systemic inflammation is linked to both liver fibrogenesis and ECM turnover in ACLD and this association is not confounded by the severity of liver disease, as evaluated by HVPG. Our study confirms experimental data on the detrimental impact of SI on ECM deposition and fibrosis progression in a thoroughly characterized cohort of patients with ACLD.
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Affiliation(s)
- Benedikt Simbrunner
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria.,Vienna Hepatic Hemodynamic Lab, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria.,Christian Doppler Laboratory for Portal Hypertension and Liver Fibrosis, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria.,Ludwig Boltzmann Institute for Rare and Undiagnosed Diseases (LBI-RUD), Vienna, Austria.,CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
| | - Ida Falk Villesen
- Nordic Bioscience, Herlev, Denmark.,University of Copenhagen, Copenhagen, Denmark
| | - Philipp Königshofer
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria.,Christian Doppler Laboratory for Portal Hypertension and Liver Fibrosis, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria.,Ludwig Boltzmann Institute for Rare and Undiagnosed Diseases (LBI-RUD), Vienna, Austria.,CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
| | - Bernhard Scheiner
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria.,Vienna Hepatic Hemodynamic Lab, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - David Bauer
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria.,Vienna Hepatic Hemodynamic Lab, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - Rafael Paternostro
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria.,Vienna Hepatic Hemodynamic Lab, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - Philipp Schwabl
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria.,Vienna Hepatic Hemodynamic Lab, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria.,Christian Doppler Laboratory for Portal Hypertension and Liver Fibrosis, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria.,Ludwig Boltzmann Institute for Rare and Undiagnosed Diseases (LBI-RUD), Vienna, Austria.,CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
| | - Gerald Timelthaler
- Institute of Cancer Research, Department of Medicine I, Medical University of Vienna, Vienna, Austria
| | - Dariga Ramazanova
- Section for Medical Statistics, CeMSIIS, Medical University of Vienna, Vienna, Austria
| | - Katharina Wöran
- Department of Pathology, Medical University of Vienna, Vienna, Austria
| | - Judith Stift
- Department of Pathology, Medical University of Vienna, Vienna, Austria
| | - Ernst Eigenbauer
- IT Systems and Communications, Medical University of Vienna, Vienna, Austria
| | - Albert Friedrich Stättermayer
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - Rodrig Marculescu
- Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria
| | - Matthias Pinter
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - Søren Møller
- Department of Clinical Physiology and Nuclear Medicine, Center for Functional and Diagnostic Imaging and Research, Copenhagen University Hospital, Hvidovre, Denmark.,Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Michael Trauner
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | | | | | - Thomas Reiberger
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria.,Vienna Hepatic Hemodynamic Lab, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria.,Christian Doppler Laboratory for Portal Hypertension and Liver Fibrosis, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria.,Ludwig Boltzmann Institute for Rare and Undiagnosed Diseases (LBI-RUD), Vienna, Austria.,CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
| | - Mattias Mandorfer
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria.,Vienna Hepatic Hemodynamic Lab, Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
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Yang X, Xia M, Chang X, Zhu X, Sun X, Yang Y, Wang L, Liu Q, Zhang Y, Xu Y, Lin H, Liu L, Yao X, Hu X, Gao J, Yan H, Gao X, Bian H. A novel model for detecting advanced fibrosis in patients with nonalcoholic fatty liver disease. Diabetes Metab Res Rev 2022; 38:e3570. [PMID: 35938229 PMCID: PMC9788169 DOI: 10.1002/dmrr.3570] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2022] [Revised: 07/10/2022] [Accepted: 07/21/2022] [Indexed: 12/30/2022]
Abstract
AIMS The study aimed to develop a novel noninvasive model to detect advanced fibrosis based on routinely available clinical and laboratory tests. MATERIALS AND METHODS A total of 309 patients who underwent liver biopsy were randomly divided into the estimation group (n = 201) and validation group (n = 108). The model was developed using multiple regression analysis in the estimation group and further verified in the validation group. Diagnostic accuracy was evaluated using the receiver operating characteristic (ROC) curve. RESULTS The model was named NAFLD Fibrosis Index (NFI): -10.844 + 0.046 × age - 0.01 × platelet count + 0.19 × 2h postprandial plasma glucose (PG) + 0.294 × conjugated bilirubin - 0.015 × ALT + 0.039 × AST + 0.109 × total iron binding capacity -0.033 × parathyroid hormone (PTH). The area under the ROC curve (AUC) of NFI was 0.86 (95% CI: 0.79-0.93, p < 0.001) in the estimation group and 0.80 (95% CI: 0.69-0.91, p < 0.001) in the validation group, higher than NFS, FIB4, APRI, and BARD, and similar to FibroScan (NFI AUC = 0.77, 95% CI: 0.66-0.89, p = 0.001 vs. FibroScan AUC = 0.76, 95% CI: 0.62-0.90, p = 0.002). By applying the low cut-off value (-2.756), advanced fibrosis could be excluded among 49.3% and 48% of patients in the estimation group (sensitivity: 93.1%, NPV: 97.9%, specificity: 55.2%, and PPV: 26.0%) and validation group (sensitivity: 81.3%, NPV: 94.2%, specificity: 53.3%, and PPV: 23.2%), respectively, allowing them to avoid liver biopsy. CONCLUSIONS The study has established a novel model for advanced fibrosis, the diagnostic accuracy of which is superior to the current clinical scoring systems and is similar to FibroScan.
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Affiliation(s)
- Xinyu Yang
- Department of Endocrinology and MetabolismZhongshan HospitalFudan UniversityShanghaiChina
- Fudan Institute for Metabolic DiseaseFudan UniversityShanghaiChina
| | - Mingfeng Xia
- Department of Endocrinology and MetabolismZhongshan HospitalFudan UniversityShanghaiChina
- Fudan Institute for Metabolic DiseaseFudan UniversityShanghaiChina
| | - Xinxia Chang
- Department of Endocrinology and MetabolismZhongshan HospitalFudan UniversityShanghaiChina
- Fudan Institute for Metabolic DiseaseFudan UniversityShanghaiChina
| | - Xiaopeng Zhu
- Department of Endocrinology and MetabolismZhongshan HospitalFudan UniversityShanghaiChina
- Fudan Institute for Metabolic DiseaseFudan UniversityShanghaiChina
| | - Xiaoyang Sun
- Department of Endocrinology and MetabolismZhongshan HospitalFudan UniversityShanghaiChina
- Fudan Institute for Metabolic DiseaseFudan UniversityShanghaiChina
| | - Yinqiu Yang
- Department of Endocrinology and MetabolismZhongshan HospitalFudan UniversityShanghaiChina
- Fudan Institute for Metabolic DiseaseFudan UniversityShanghaiChina
| | - Liu Wang
- Department of Endocrinology and MetabolismZhongshan HospitalFudan UniversityShanghaiChina
- Fudan Institute for Metabolic DiseaseFudan UniversityShanghaiChina
- Second Affiliated Hospital of Army Military Medical UniversityChongqingChina
| | - Qiling Liu
- Department of Endocrinology and MetabolismZhongshan HospitalFudan UniversityShanghaiChina
- Fudan Institute for Metabolic DiseaseFudan UniversityShanghaiChina
| | - Yuying Zhang
- Department of Endocrinology and MetabolismZhongshan HospitalFudan UniversityShanghaiChina
- Fudan Institute for Metabolic DiseaseFudan UniversityShanghaiChina
| | - Yanlan Xu
- Department of Endocrinology and MetabolismZhongshan HospitalFudan UniversityShanghaiChina
- Fudan Institute for Metabolic DiseaseFudan UniversityShanghaiChina
- Department of GeriatricsQingpu Branch of Zhongshan HospitalFudan UniversityShanghaiChina
| | - Huandong Lin
- Department of Endocrinology and MetabolismZhongshan HospitalFudan UniversityShanghaiChina
- Fudan Institute for Metabolic DiseaseFudan UniversityShanghaiChina
| | - Lin Liu
- Department of Endocrinology and MetabolismZhongshan HospitalFudan UniversityShanghaiChina
- Fudan Institute for Metabolic DiseaseFudan UniversityShanghaiChina
| | - Xiuzhong Yao
- Department of RadiologyZhongshan HospitalFudan UniversityShanghaiChina
| | - Xiqi Hu
- Department of PathologyShanghai Medical CollegeFudan UniversityShanghaiChina
| | - Jian Gao
- Department of Clinical NutritionZhongshan HospitalCenter of Clinical EpidemiologyEBM of Fudan UniversityFudan UniversityShanghaiChina
| | - Hongmei Yan
- Department of Endocrinology and MetabolismZhongshan HospitalFudan UniversityShanghaiChina
- Fudan Institute for Metabolic DiseaseFudan UniversityShanghaiChina
| | - Xin Gao
- Department of Endocrinology and MetabolismZhongshan HospitalFudan UniversityShanghaiChina
- Fudan Institute for Metabolic DiseaseFudan UniversityShanghaiChina
| | - Hua Bian
- Department of Endocrinology and MetabolismZhongshan HospitalFudan UniversityShanghaiChina
- Fudan Institute for Metabolic DiseaseFudan UniversityShanghaiChina
- Department of Endocrinology and MetabolismWusong Branch of Zhongshan HospitalFudan UniversityShanghaiChina
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58
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Buzova D, Braghini MR, Bianco SD, Lo Re O, Raffaele M, Frohlich J, Kisheva A, Crudele A, Mosca A, Sartorelli MR, Balsano C, Cerveny J, Mazza T, Alisi A, Vinciguerra M. Profiling of cell-free DNA methylation and histone signatures in pediatric NAFLD: A pilot study. Hepatol Commun 2022; 6:3311-3323. [PMID: 36264206 PMCID: PMC9701487 DOI: 10.1002/hep4.2082] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Revised: 07/19/2022] [Accepted: 08/10/2022] [Indexed: 01/21/2023] Open
Abstract
Nonalcoholic fatty liver disease (NAFLD) has become the most common chronic liver disease in children and adolescents, increasing the risk of its progression toward nonalcoholic steatohepatitis (NASH), cirrhosis, and cancer. There is an urgent need for noninvasive early diagnostic and prognostic tools such as epigenetic marks (epimarks), which would replace liver biopsy in the future. We used plasma samples from 67 children with biopsy-proven NAFLD, and as controls we used samples from 20 children negative for steatosis by ultrasound. All patients were genotyped for patatin-like phospholipase domain containing 3 (PNPLA3), transmembrane 6 superfamily member 2 (TM6SF2), membrane bound O-acyltransferase domain containing 7 (MBOAT7), and klotho-β (KLB) gene variants, and data on anthropometric and biochemical parameters were collected. Furthermore, plasma cell-free DNA (cfDNA) methylation was quantified using a commercially available kit, and ImageStream(X) was used for the detection of free circulating histone complexes and variants. We found a significant enrichment of the levels of histone macroH2A1.2 in the plasma of children with NAFLD compared to controls, and a strong correlation between cfDNA methylation levels and NASH. Receiver operating characteristic curve analysis demonstrated that combination of cfDNA methylation, PNPLA3 rs738409 variant, coupled with either high-density lipoprotein cholesterol or alanine aminotransferase levels can strongly predict the progression of pediatric NAFLD to NASH with area under the curve >0.87. Conclusion: Our pilot study combined epimarks and genetic and metabolic markers for a robust risk assessment of NAFLD development and progression in children, offering a promising noninvasive tool for the consistent diagnosis and prognosis of pediatric NAFLD. Further studies are necessary to identify their pathogenic origin and function.
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Affiliation(s)
- Diana Buzova
- Department of Adaptive BiotechnologiesGlobal Change Research Institute CASBrnoCzech Republic
| | - Maria Rita Braghini
- Unit of Molecular Genetics of Complex PhenotypesBambino Gesù Children's Hospital, IRCCSRomeItaly
| | - Salvatore Daniele Bianco
- Laboratory of BioinformaticsFondazione IRCCS Casa Sollievo della SofferenzaSan Giovanni Rotondo (FG)Italy
| | - Oriana Lo Re
- International Clinical Research CenterSt. Anne's University HospitalBrnoCzech Republic,Department of Translational Stem Cell BiologyResearch Institute of the Medical University of VarnaVarnaBulgaria
| | - Marco Raffaele
- International Clinical Research CenterSt. Anne's University HospitalBrnoCzech Republic
| | - Jan Frohlich
- International Clinical Research CenterSt. Anne's University HospitalBrnoCzech Republic
| | - Antoniya Kisheva
- Department of Internal Diseases IMedical University of VarnaVarnaBulgaria
| | - Annalisa Crudele
- Unit of Molecular Genetics of Complex PhenotypesBambino Gesù Children's Hospital, IRCCSRomeItaly
| | - Antonella Mosca
- Hepatology, Gastroenterology and Nutrition UnitBambino Gesù Children's Hospital, IRCCSRomeItaly
| | - Maria Rita Sartorelli
- Hepatology, Gastroenterology and Nutrition UnitBambino Gesù Children's Hospital, IRCCSRomeItaly
| | - Clara Balsano
- Department of LifeHealth & Environmental Sciences‐ MESVA‐School of Emergency and Urgency Medicine, University of L'AquilaL'AquilaItaly
| | - Jan Cerveny
- Department of Adaptive BiotechnologiesGlobal Change Research Institute CASBrnoCzech Republic
| | - Tommaso Mazza
- Laboratory of BioinformaticsFondazione IRCCS Casa Sollievo della SofferenzaSan Giovanni Rotondo (FG)Italy
| | - Anna Alisi
- Unit of Molecular Genetics of Complex PhenotypesBambino Gesù Children's Hospital, IRCCSRomeItaly
| | - Manlio Vinciguerra
- International Clinical Research CenterSt. Anne's University HospitalBrnoCzech Republic,Department of Translational Stem Cell BiologyResearch Institute of the Medical University of VarnaVarnaBulgaria,Liverpool Center for Cardiovascular ScienceLiverpool Johns Moore UniversityLiverpoolUK
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59
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Chen Z, Ma Y, Cai J, Sun M, Zeng L, Wu F, Zhang Y, Hu M. Serum biomarkers for liver fibrosis. Clin Chim Acta 2022; 537:16-25. [PMID: 36174721 DOI: 10.1016/j.cca.2022.09.022] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 09/21/2022] [Accepted: 09/22/2022] [Indexed: 11/03/2022]
Abstract
Liver fibrosis is a common pathway in most chronic liver diseases, characterized by excessive extracellular matrix accumulation. Without treatment, fibrosis will ultimately result in cirrhosis, portal hypertension, and even liver failure. It is considered that liver fibrosis is reversible while cirrhosis is not, making it significant to diagnose and evaluate liver fibrogenesis timely. As the gold standard, liver biopsy is imperfect due to its invasiveness and sampling error. Therefore, attempts at uncovering noninvasive tests have become a hot topic in liver fibrosis. Nowadays, as an important category of noninvasive tests, serum biomarkers, which are safer, convenient, repeatable, and more acceptable, are widely discussed and commonly used in clinical practice. Serum biomarkers of liver fibrosis can be divided into class I (direct) and classⅡ (indirect) markers. However, the diagnostic efficiency still varies among studies. This article summarizes the most established and newly discovered serum biomarkers for hepatic fibrogenesis.
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Affiliation(s)
- Zhiyang Chen
- Department of Laboratory Medicine, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Yichen Ma
- Department of Laboratory Medicine, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Jingyao Cai
- Department of Laboratory Medicine, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Mei Sun
- Department of Laboratory Medicine, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Ling Zeng
- Department of Laboratory Medicine, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Fengxi Wu
- Department of Laboratory Medicine, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Yiru Zhang
- Department of Laboratory Medicine, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Min Hu
- Department of Laboratory Medicine, The Second Xiangya Hospital, Central South University, Changsha, China.
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60
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Kechagias S, Ekstedt M, Simonsson C, Nasr P. Non-invasive diagnosis and staging of non-alcoholic fatty liver disease. Hormones (Athens) 2022; 21:349-368. [PMID: 35661987 PMCID: PMC9464753 DOI: 10.1007/s42000-022-00377-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Accepted: 05/19/2022] [Indexed: 02/08/2023]
Abstract
Non-alcoholic fatty liver disease (NAFLD) is considered to be the hepatic manifestation of the metabolic syndrome and is characterized by ectopic accumulation of triglycerides in the cytoplasm of hepatocytes, i.e., steatosis. NAFLD has become the most common chronic liver disease, with an estimated global prevalence of 25%. Although the majority of NAFLD patients will never experience liver-related complications, the progressive potential of NAFLD is indisputable, with 5-10% of subjects progressing to cirrhosis, end-stage liver disease, or hepatocellular carcinoma. NAFLD patients with advanced fibrosis are at the highest risk of developing cardiovascular and cirrhosis-related complications. Liver biopsy has hitherto been considered the reference method for evaluation of hepatic steatosis and fibrosis stage. Given the limitations of biopsy for widescale screening, non-invasive tests (NITs) for assessment of steatosis and fibrosis stage, including serum-based algorithms and ultrasound- and magnetic resonance-based methods, will play an increasing role in the management of NAFLD patients. This comprehensive review presents the advantages and limitations of NITs for identification of steatosis and advanced fibrosis in NAFLD. The clinical implications of using NITs to identify and manage NAFLD patients are also discussed.
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Affiliation(s)
- Stergios Kechagias
- Department of Gastroenterology and Hepatology, University Hospital, Linköping, Sweden.
- Department of Health, Medical and Caring Sciences, Linköping University, Linköping, Sweden.
| | - Mattias Ekstedt
- Department of Gastroenterology and Hepatology, University Hospital, Linköping, Sweden
- Department of Health, Medical and Caring Sciences, Linköping University, Linköping, Sweden
| | - Christian Simonsson
- Center for Medical Image Science and Visualization (CMIV), Linköping University, Linköping, Sweden
- Department of Biomedical Engineering, Linköping University, Linköping, Sweden
| | - Patrik Nasr
- Department of Gastroenterology and Hepatology, University Hospital, Linköping, Sweden
- Department of Health, Medical and Caring Sciences, Linköping University, Linköping, Sweden
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61
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Theel W, Boxma-de Klerk BM, Dirksmeier-Harinck F, van Rossum EFC, Kanhai DA, Apers J, van Dalen BM, de Knegt RJ, Holleboom AG, Tushuizen ME, Grobbee DE, Wiebolt J, Castro Cabezas M. Evaluation of nonalcoholic fatty liver disease (NAFLD) in severe obesity using noninvasive tests and imaging techniques. Obes Rev 2022; 23:e13481. [PMID: 35692179 DOI: 10.1111/obr.13481] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Revised: 05/25/2022] [Accepted: 05/26/2022] [Indexed: 12/15/2022]
Abstract
The prevalence of nonalcoholic fatty liver disease (NAFLD) and the more severe and inflammatory type, nonalcoholic steatohepatitis (NASH), is increasing rapidly. Especially in high-risk patients, that is those with obesity, metabolic syndrome, and type 2 diabetes mellitus, the prevalence of NAFLD can be as high as 80% while NASH may be present in 20% of these subjects. With the worldwide increase of obesity, it is most likely that these numbers will rise. Since advanced stages of NAFLD and NASH are strongly associated with morbidity and mortality-in particular, cardiovascular disease, liver cirrhosis, and hepatocellular carcinoma-it is of great importance to identify subjects at risk. A great variety of noninvasive tests has been published to diagnose NAFLD and NASH, especially using blood- and imaging-based tests. Liver biopsy remains the gold standard for NAFLD/NASH. This review aims to summarize the different mechanisms leading to NASH and liver fibrosis, the different noninvasive liver tests to diagnose and evaluate patients with severe obesity.
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Affiliation(s)
- Willy Theel
- Department of Internal Medicine, Franciscus Gasthuis & Vlietland, Rotterdam, The Netherlands.,Obesity Center CGG, Rotterdam, The Netherlands
| | - Bianca M Boxma-de Klerk
- Department of Statistics and Education, Franciscus Gasthuis & Vlietland, Rotterdam, The Netherlands
| | - Femme Dirksmeier-Harinck
- Department of Gastroenterology and Hepatology, Franciscus Gasthuis & Vlietland, Rotterdam, The Netherlands
| | - Elisabeth F C van Rossum
- Obesity Center CGG, Rotterdam, The Netherlands.,Department of Internal Medicine, Division of Endocrinology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Danny A Kanhai
- Department of Pediatrics, Franciscus Gasthuis & Vlietland, Rotterdam, The Netherlands
| | - Jan Apers
- Department of Bariatric Surgery, Franciscus Gasthuis & Vlietland, Rotterdam, The Netherlands
| | - Bas M van Dalen
- Department of Cardiology, Franciscus Gasthuis & Vlietland, Rotterdam, The Netherlands
| | - Robert J de Knegt
- Department of Gastroenterology and Hepatology, Erasmus Medical Centre, Rotterdam, The Netherlands
| | | | - Maarten E Tushuizen
- Department of Gastroenterology and Hepatology, Leiden UMC, Leiden, The Netherlands
| | - Diederick E Grobbee
- Julius Centre for Health Science and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands.,Julius Clinical, Zeist, The Netherlands
| | - Janneke Wiebolt
- Department of Internal Medicine, Franciscus Gasthuis & Vlietland, Rotterdam, The Netherlands.,Obesity Center CGG, Rotterdam, The Netherlands
| | - Manuel Castro Cabezas
- Department of Internal Medicine, Franciscus Gasthuis & Vlietland, Rotterdam, The Netherlands.,Department of Internal Medicine, Division of Endocrinology, Erasmus University Medical Center, Rotterdam, The Netherlands.,Julius Clinical, Zeist, The Netherlands
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62
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Advance of Serum Biomarkers and Combined Diagnostic Panels in Nonalcoholic Fatty Liver Disease. DISEASE MARKERS 2022; 2022:1254014. [PMID: 35811662 PMCID: PMC9259243 DOI: 10.1155/2022/1254014] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 05/31/2022] [Accepted: 06/02/2022] [Indexed: 02/06/2023]
Abstract
Nonalcoholic fatty liver disease (NAFLD) affects approximately 25-30% population worldwide, which progresses from simple steatosis to nonalcoholic steatohepatitis (NASH), fibrosis, cirrhosis, and hepatocellular carcinoma, and has complications such as cardiovascular events. Liver biopsy is still the gold standard for the diagnosis of NAFLD, with some limitations, such as invasive, sampling deviation, and empirical judgment. Therefore, it is urgent to develop noninvasive diagnostic biomarkers. Currently, a large number of NAFLD-related serum biomarkers have been identified, including apoptosis, inflammation, fibrosis, adipokines, hepatokines, and omics biomarkers, which could effectively diagnose NASH and exclude patients with progressive fibrosis. We summarized serum biomarkers and combined diagnostic panels of NAFLD, to provide some guidance for the noninvasive diagnosis and further clinical studies.
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63
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Dufour JF, Anstee QM, Bugianesi E, Harrison S, Loomba R, Paradis V, Tilg H, Wong VWS, Zelber-Sagi S. Current therapies and new developments in NASH. Gut 2022; 71:gutjnl-2021-326874. [PMID: 35710299 PMCID: PMC9484366 DOI: 10.1136/gutjnl-2021-326874] [Citation(s) in RCA: 85] [Impact Index Per Article: 42.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Accepted: 04/26/2022] [Indexed: 12/13/2022]
Abstract
Non-alcoholic steatohepatitis is becoming the most important aetiology for advanced liver disease. There has been important progress in the field in recent years and the complexity of the pathophysiology of NASH is better understood. Multiple non-invasive circulating and imaging biomarkers have been tested. The importance of lifestyle has been recognised and several drugs are being tested in clinical trials. This review addresses the challenges that healthcare professionals face in the management of NASH patients.
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Affiliation(s)
| | - Quentin M Anstee
- Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle Upon Tyne, UK
| | | | - Stephen Harrison
- Pinnacle clinical research, San Antonio, Texas, USA
- Visiting Professor of Hepatology, University of Oxford, Oxford, UK
| | - Rohit Loomba
- Division of Gastroenterology and Epidemiology, University of California at San Diego, La Jolla, California, USA
| | | | - Herbert Tilg
- Department of Internal Medicine I, Gastroenterology, Hepatology, Endocrinology & Metabolism, Medical University Innsbruck, Innsbruck, Austria
| | - Vincent Wai-Sun Wong
- Department of Medicine and Therapeutics, Chinese University of Hong Kong, Hong Kong, Hong Kong
| | - Shira Zelber-Sagi
- School of Public Health, University of Haifa, Haifa, Israel
- Department of Gastroenterology, Tel-Aviv Medical Center, Tel-Aviv, Israel
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64
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Tamaki N, Kurosaki M, Huang DQ, Loomba R. Noninvasive assessment of liver fibrosis and its clinical significance in nonalcoholic fatty liver disease. Hepatol Res 2022; 52:497-507. [PMID: 35352460 PMCID: PMC9718363 DOI: 10.1111/hepr.13764] [Citation(s) in RCA: 31] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Revised: 03/11/2022] [Accepted: 03/28/2022] [Indexed: 01/26/2023]
Abstract
Liver fibrosis is the most important prognostic factor in patients with nonalcoholic fatty liver disease (NAFLD). Several noninvasive markers for fibrosis, including blood-based markers and imaging based-markers have been developed. Indirect fibrosis markers (e.g., fibrosis-4 index and NAFLD fibrosis score) consist of standard laboratory data and clinical parameters. Given its availability and high negative predictive value for advanced fibrosis, these markers are suitable for screening at primary care. Blood-based fibrogenesis markers (enhanced liver fibrosis and N-terminal propeptide of type 3 collagen), ultrasound-based modalities (vibration-controlled transient elastography, point shear wave elastography [SWE], and two-dimensional SWE), and magnetic resonance elastography have high diagnostic accuracy for liver fibrosis and are suitable for diagnosing liver fibrosis at secondary care centers. Sequential use of these markers can increase diagnostic accuracy and reduce health care costs. Furthermore, combining noninvasive makers may assist in identifying candidates for pharmacological trials and reducing screening failure. Emerging data suggest that these noninvasive markers are associated with liver-related events (hepatocellular carcinoma and decompensation) and mortality. Furthermore, delta change in noninvasive markers over time is also associated with time-course change in fibrosis, liver-related event risk, and mortality risk. However, the association between liver fibrosis and cardiovascular disease (CVD) risk is still controversial. CVD risk may decrease in patients with decompensated liver disease and noninvasive markers may be useful for assessing CVD risk in these patients. Therefore, noninvasive markers may be utilized as measures of fibrosis as well as real-time prognostic tools, in place of liver biopsy.
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Affiliation(s)
- Nobuharu Tamaki
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California San Diego, La Jolla, California, USA
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Masayuki Kurosaki
- Department of Gastroenterology and Hepatology, Musashino Red Cross Hospital, Tokyo, Japan
| | - Daniel Q. Huang
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California San Diego, La Jolla, California, USA
- Department of Medicine, National University of Singapore, Singapore, Singapore
| | - Rohit Loomba
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California San Diego, La Jolla, California, USA
- Division of Epidemiology, Department of Family Medicine and Public Health, University of California San Diego, La Jolla, California, USA
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65
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Anstee QM, Castera L, Loomba R. Impact of non-invasive biomarkers on hepatology practice: Past, present and future. J Hepatol 2022; 76:1362-1378. [PMID: 35589256 DOI: 10.1016/j.jhep.2022.03.026] [Citation(s) in RCA: 90] [Impact Index Per Article: 45.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Accepted: 03/28/2022] [Indexed: 12/11/2022]
Abstract
Over the last two decades, there have been tremendous advances in the non-invasive diagnosis and risk stratification of chronic liver diseases (CLDs). Non-invasive approaches are based on the quantification of biomarkers in serum samples or on the measurement of liver stiffness, using either ultrasound- or magnetic resonance-based elastography techniques. The fibrosis-4 index (non-patented) and enhanced liver fibrosis test (patented) are the most widely adopted serum markers, whereas vibration-controlled transient elastography is the most widely adopted elastography technique. In this review, we discuss the role of non-invasive tests in the current era, as well as their accuracy and how their use in clinical practice has changed the practice of hepatology, including identification of early cirrhosis in patients with risk factors for CLD, diagnosis of portal hypertension, establishing prognosis in compensated cirrhosis, guiding antiviral treatment, and screening for fibrosis and cirrhosis in primary care.
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Affiliation(s)
- Quentin M Anstee
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK; Newcastle NIHR Biomedical Research Centre, Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, UK.
| | - Laurent Castera
- Université de Paris, UMR1149 (CRI), Inserm, F-75018 Paris, France; Service d'Hépatologie, Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpital Beaujon, F-92110 Clichy-la-Garenne, France.
| | - Rohit Loomba
- NAFLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, La Jolla, CA, United States; Herbert Wertheim School of Public Health, University of California at San Diego, La Jolla, CA, United States.
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66
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Alharthi J, Gastaldelli A, Cua IH, Ghazinian H, Eslam M. Metabolic dysfunction-associated fatty liver disease: a year in review. Curr Opin Gastroenterol 2022; 38:251-260. [PMID: 35143431 DOI: 10.1097/mog.0000000000000823] [Citation(s) in RCA: 39] [Impact Index Per Article: 19.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
PURPOSE OF REVIEW In 2020, a novel comprehensive redefinition of fatty liver disease was proposed by an international panel of experts. This review aims to explore current evidence regarding the impact of this new definition on the current understanding of the epidemiology, pathogenesis, diagnosis, and clinical trials for fatty liver disease. RECENT FINDINGS The effectiveness of metabolic dysfunction-associated fatty liver disease (MAFLD) was compared to the existing criteria for nonalcoholic fatty liver disease (NAFLD). Recent data robustly suggest the superior utility of MAFLD in identifying patients at high risk for metabolic dysfunction, the hepatic and extra-hepatic complications, as well as those who would benefit from genetic testing, including patients with concomitant liver diseases. This change in name and criteria also appears to have improved disease awareness among patients and physicians. SUMMARY The transformation in name and definition from NAFLD to MAFLD represents an important milestone, which indicates significant tangible progress towards a more inclusive, equitable, and patient-centred approach to addressing the profound challenges of this disease. Growing evidence has illustrated the broader and specific contexts that have tremendous potential for positively influencing the diagnosis and treatment. In addition, the momentum accompanying this name change has included widespread public attention to the unique burden of this previously underappreciated disease.
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Affiliation(s)
- Jawaher Alharthi
- Storr Liver Centre, Westmead Institute for Medical Research, Westmead Hospital and University of Sydney, Westmead, New South Wales, Australia
- Department of Biotechnology, Faculty of Science, Taif University, Taif, Saudi Arabia
| | | | - Ian Homer Cua
- Institute of Digestive and Liver Diseases, St. Luke's Medical Center, Global City, Philippines
| | - Hasmik Ghazinian
- Hepatology Department, National Centre of Infectious Diseases, Yerevan, Armenia
| | - Mohammed Eslam
- Storr Liver Centre, Westmead Institute for Medical Research, Westmead Hospital and University of Sydney, Westmead, New South Wales, Australia
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Fouad Y, Palmer M, Chen M, Regev A, Banerjee R, Myers R, Riccio R, Torstenson R, Younes R, Arora PS, Landgren H, Karsdal MA, Blake M, Shapiro DA, Gruss HJ, Sheikh MY, Attia D, Bollipo S, Smith AD, Freilich B, Gish RG, Schuppan D. Redefinition of Fatty Liver Disease from NAFLD to MAFLD through the Lens of Drug Development and Regulatory Science. J Clin Transl Hepatol 2022; 10:374-382. [PMID: 35528969 PMCID: PMC9039717 DOI: 10.14218/jcth.2021.00408] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2021] [Revised: 09/25/2021] [Accepted: 09/30/2021] [Indexed: 12/04/2022] Open
Abstract
Metabolic (dysfunction)-associated fatty liver disease (MAFLD) affects a third of the population and is a leading cause of liver-related death. Since no effective treatments exist, novel approaches to drug development are required. Unfortunately, outdated terminology and definitions of the disease are hampering efforts to develop new drugs and treatments. An international consensus panel has put forth an influential proposal for the disease to be renamed from nonalcoholic fatty liver disease (NAFLD) to MAFLD, including a proposal for how the disease should be diagnosed. As allies with the many stakeholders in MAFLD care-including patients, patients' advocates, clinicians, researchers, nurse and allied health groups, regional societies, and others-we are aware of the negative consequences of the NAFLD term and definition. We share the sense of urgency for change and will act in new ways to achieve our goals. Although there is much work to be done to overcome clinical inertia and reverse worrisome recent trends, the MAFLD initiative provides a firm foundation to build on. It provides a roadmap for moving forward toward more efficient care and affordable, sustainable drug and device innovation in MAFLD care. We hope it will bring promising new opportunities for a brighter future for MAFLD care and improve care and outcomes for patients of one of the globe's largest and costliest public health burdens. From this viewpoint, we have revisited this initiative through the perspectives of drug development and regulatory science.
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Affiliation(s)
- Yasser Fouad
- Department of Gastroenterology, Hepatology, and Endemic Medicine, Faculty of Medicine, Minia University, Minia, Egypt
| | - Melissa Palmer
- Gannex/Ascletis Pharma Co Ltd, Beijing, China
- Liver Consulting LLC, New York, NY, USA
| | - Minjun Chen
- Division of Bioinformatics and Biostatistics, National Center for Toxicological Research, US Food and Drug Administration, Jefferson, AR, USA
| | - Arie Regev
- Eli Lilly and Company, Indianapolis, IN, USA
| | | | - Rob Myers
- Gilead Sciences Inc, Foster City, CA, USA
| | | | | | - Ramy Younes
- Boehringer Ingelheim International, GmbH, Ingelheim, Germany
| | | | | | | | | | | | | | | | - Dina Attia
- Gastroenterology and Hepatology Department, Beni-Suef University, Beni Suef, Egypt
| | - Steven Bollipo
- Department of Gastroenterology and Endoscopy, John Hunter Hospital, Newcastle, NSW, Australia
- School of Medicine and Public Health, University of Newcastle, Newcastle, NSW, Australia
| | | | | | - Robert G. Gish
- Division of Gastroenterology and Hepatology, Loma Linda University, Loma Linda, CA, USA
| | - Detlef Schuppan
- Institute of Translational Immunology and Research Center for Immune Therapy, University Medical Center, Mainz, Germany
- Division of Gastroenterology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
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68
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Qadri S, Ahlholm N, Lønsmann I, Pellegrini P, Poikola A, Luukkonen PK, Porthan K, Juuti A, Sammalkorpi H, Penttilä AK, D’Ambrosio R, Soardo G, Leeming DJ, Karsdal M, Arola J, Kechagias S, Pelusi S, Ekstedt M, Valenti L, Hagström H, Yki-Järvinen H. Obesity Modifies the Performance of Fibrosis Biomarkers in Nonalcoholic Fatty Liver Disease. J Clin Endocrinol Metab 2022; 107:e2008-e2020. [PMID: 34971370 PMCID: PMC9016464 DOI: 10.1210/clinem/dgab933] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Indexed: 11/19/2022]
Abstract
CONTEXT Guidelines recommend blood-based fibrosis biomarkers to identify advanced nonalcoholic fatty liver disease (NAFLD), which is particularly prevalent in patients with obesity. OBJECTIVE To study whether the degree of obesity affects the performance of liver fibrosis biomarkers in NAFLD. DESIGN Cross-sectional cohort study comparing simple fibrosis scores [Fibrosis-4 Index (FIB-4); NAFLD Fibrosis Score (NFS); aspartate aminotransferase to platelet ratio index; BARD (body mass index, aspartate-to-alanine aminotransferase ratio, diabetes); Hepamet Fibrosis Score (HFS)] and newer scores incorporating neo-epitope biomarkers PRO-C3 (ADAPT, FIBC3) or cytokeratin 18 (MACK-3). SETTING Tertiary referral center. PATIENTS We recruited overweight/obese patients from endocrinology (n = 307) and hepatology (n = 71) clinics undergoing a liver biopsy [median body mass index (BMI) 40.3 (interquartile range 36.0-44.7) kg/m2]. Additionally, we studied 859 less obese patients with biopsy-proven NAFLD to derive BMI-adjusted cutoffs for NFS. MAIN OUTCOME MEASURES Biomarker area under the receiver operating characteristic (AUROC), sensitivity, specificity, and predictive values to identify histological stage ≥F3 fibrosis or nonalcoholic steatohepatitis with ≥F2 fibrosis [fibrotic nonalcoholic steatohepatitis (NASH)]. RESULTS The scores with an AUROC ≥0.85 to identify ≥F3 fibrosis were ADAPT, FIB-4, FIBC3, and HFS. For fibrotic NASH, the best predictors were MACK-3 and ADAPT. The specificities of NFS, BARD, and FIBC3 deteriorated as a function of BMI. We derived and validated new cutoffs for NFS to rule in/out ≥F3 fibrosis in groups with BMIs <30.0, 30.0 to 39.9, and ≥40.0 kg/m2. This optimized its performance at all levels of BMI. Sequentially combining FIB-4 with ADAPT or FIBC3 increased specificity to diagnose ≥F3 fibrosis. CONCLUSIONS In obese patients, the best-performing fibrosis biomarkers are ADAPT and the inexpensive FIB-4, which are unaffected by BMI. The widely used NFS loses specificity in obese individuals, which may be corrected with BMI-adjusted cutoffs.
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Affiliation(s)
- Sami Qadri
- Department of Medicine, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
- Minerva Foundation Institute for Medical Research, Helsinki, Finland
| | - Noora Ahlholm
- Department of Medicine, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
- Minerva Foundation Institute for Medical Research, Helsinki, Finland
| | - Ida Lønsmann
- Nordic Bioscience, Biomarkers and Research, Herlev, Denmark
| | | | - Anni Poikola
- Department of Medicine, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
- Minerva Foundation Institute for Medical Research, Helsinki, Finland
| | - Panu K Luukkonen
- Department of Medicine, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
- Minerva Foundation Institute for Medical Research, Helsinki, Finland
- Yale School of Medicine, Yale University, New Haven, CT,USA
| | - Kimmo Porthan
- Department of Medicine, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
- Minerva Foundation Institute for Medical Research, Helsinki, Finland
| | - Anne Juuti
- Department of Gastrointestinal Surgery, Abdominal Center, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Henna Sammalkorpi
- Department of Gastrointestinal Surgery, Abdominal Center, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Anne K Penttilä
- Department of Gastrointestinal Surgery, Abdominal Center, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Roberta D’Ambrosio
- Division of Gastroenterology and Hepatology, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Giorgio Soardo
- Clinic of Internal Medicine—Liver Unit, Department of Medical Area (DAME), Università degli Studi di Udine, Udine, Italy
- Italian Liver Foundation, Area Science Park, Basovizza Campus, Trieste, Italy
| | | | - Morten Karsdal
- Nordic Bioscience, Biomarkers and Research, Herlev, Denmark
| | - Johanna Arola
- Department of Pathology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Stergios Kechagias
- Department of Health, Medicine, and Caring Sciences, Linköping University, Linköping, Sweden
| | - Serena Pelusi
- Precision Medicine—Department of Transfusion Medicine and Hematology, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
- Department of Pathophysiology and Transplantation, Università degli Studi di Milano, Milan, Italy
| | - Mattias Ekstedt
- Department of Health, Medicine, and Caring Sciences, Linköping University, Linköping, Sweden
| | - Luca Valenti
- Precision Medicine—Department of Transfusion Medicine and Hematology, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
- Department of Pathophysiology and Transplantation, Università degli Studi di Milano, Milan, Italy
| | - Hannes Hagström
- Department of Medicine, Huddinge, Karolinska Institutet, Stockholm, Sweden
| | - Hannele Yki-Järvinen
- Department of Medicine, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
- Minerva Foundation Institute for Medical Research, Helsinki, Finland
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69
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Labenz C, Toenges G, Zheng MH, Ding D, Myers RP, Galle PR, Armandi A, Ampuero J, Gómez MR, Bugianesi E, Anstee QM, Schattenberg JM. Derivation and validation of the nonalcoholic fatty liver disease cirrhosis score (NCS) to distinguish bridging fibrosis from cirrhosis. Eur J Intern Med 2022; 98:53-60. [PMID: 35058147 DOI: 10.1016/j.ejim.2021.12.011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Revised: 12/04/2021] [Accepted: 12/08/2021] [Indexed: 12/20/2022]
Abstract
Separation of bridging fibrosis from cirrhosis in non-alcoholic fatty liver disease (NAFLD) is critical to guide management. Therefore, it was the aim of this study to develop an easy-to-perform score distinguishing F3 and F4 fibrosis in NAFLD. A derivation cohort comprising 251 NAFLD patients with F3 or F4 was used to develop the NAFLD Cirrhosis Score (NCS). The NCS was validated in three independent cohorts with liver histology comprising 1666 participants from the STELLAR trials, 47 patients from China and 2058 patients from the European NAFLD Registry. A model including INR, gGT, ALT, platelets and age discriminated best between patients with bridging fibrosis and cirrhosis with an area under the curve (AUC) of 0.733 (95%CI 0.671-0.795). The diagnostic performance of the NCS was similar in the STELLAR studies (AUC 0.700; 95%CI 0.680-0.730) and a smaller cohort from China (AUC 0.727; 95%CI 0.533-0.921). In the European NAFLD Registry, spanning all histological fibrosis stages, the NCS exhibited an AUC of 0.798 (95%CI 0.766-0.830) to detect cirrhosis. We derived two NCS cut-off values (<64.5 and >79.17) to classify patients at low, intermediate, or high risk for the presence of cirrhosis. Using these cut-offs, further diagnostic workup could be avoided by ruling in or ruling out cirrhosis in approximately half of the patients. Furthermore, NCS identified patients at risk for progression to cirrhosis in the F3 cohort and liver-related outcomes in the F4 cohort. CONCLUSION: The NCS is a simple tool to improve the identification of compensated cirrhosis within the large group of advanced disease stage and provides prognostic information. Overall, the differentiation of F3 from F4 disease using standard laboratory remains difficult and does not exceed moderate accuracy.
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Affiliation(s)
- Christian Labenz
- Department of Internal Medicine I, University Medical Centre of the Johannes Gutenberg-University, Mainz, Germany; Metabolic Liver Research Program, University Medical Centre of the Johannes Gutenberg-University, Mainz, Germany; Cirrhosis Center Mainz (CCM), University Medical Center of the Johannes Gutenberg-University, Mainz, Germany.
| | - Gerrit Toenges
- Institute of Medical Biostatistics, Epidemiology and Informatics, University Medical Center of the Johannes Gutenberg-University, Mainz, Germany.
| | - Ming-Hua Zheng
- NAFLD Research Center, Department of Hepatology, the First Affiliated Hospital of Wenzhou Medical University, China.
| | - Dora Ding
- Gilead Sciences, Inc., Foster City, CA, USA.
| | | | - Peter R Galle
- Department of Internal Medicine I, University Medical Centre of the Johannes Gutenberg-University, Mainz, Germany; Cirrhosis Center Mainz (CCM), University Medical Center of the Johannes Gutenberg-University, Mainz, Germany.
| | - Angelo Armandi
- Department of Medical Sciences, Division of Gastroenterology, AOU Citta della Salute e della Scienza, University of Torino, Italy.
| | - Javier Ampuero
- Digestive Disease Department, Virgen del Rocio University Hospital, Sevilla, Spain.
| | - Manuel Romero Gómez
- Digestive Disease Department, Virgen del Rocio University Hospital, Sevilla, Spain.
| | - Elisabetta Bugianesi
- Department of Medical Sciences, Division of Gastroenterology, AOU Citta della Salute e della Scienza, University of Torino, Italy.
| | - Quentin M Anstee
- Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom; Newcastle NIHR Biomedical Research Centre, Newcastle upon Tyne Hospitals NHS Trust, Newcastle upon Tyne, United Kingdom.
| | - Jörn M Schattenberg
- Department of Internal Medicine I, University Medical Centre of the Johannes Gutenberg-University, Mainz, Germany; Metabolic Liver Research Program, University Medical Centre of the Johannes Gutenberg-University, Mainz, Germany; Cirrhosis Center Mainz (CCM), University Medical Center of the Johannes Gutenberg-University, Mainz, Germany.
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70
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Bel Lassen P, Nori N, Bedossa P, Genser L, Aron-Wisnewsky J, Poitou C, Surabattula R, Juul Nielsen M, Asser Karsdal M, Julie Leeming D, Schuppan D, Clément K. Fibrogenesis Marker PRO-C3 Is Higher in Advanced Liver Fibrosis and Improves in Patients Undergoing Bariatric Surgery. J Clin Endocrinol Metab 2022; 107:e1356-e1366. [PMID: 34905051 DOI: 10.1210/clinem/dgab897] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Indexed: 11/19/2022]
Abstract
CONTEXT Serum propeptides of type III and type VI collagen (PRO-C3 and PRO-C6) are elevated in advanced nonalcoholic fatty liver disease (NAFLD), but their value in patients with severe obesity and their evolution after bariatric surgery (BS) is unknown. It is unclear if these markers of fibrogenesis are affected by adipose tissue fibrosis (ATF). OBJECTIVE We studied the association of PRO-C3 and PRO-C6 with liver fibrosis before BS, examined their evolution after BS, and evaluated how much patients' ATF contribute to their levels. METHODS Serum PRO-C3 and PRO-C6 were measured in 158 BS patients and compared with liver, subcutaneous, and omental adipose tissue histology obtained during surgery. PRO-C3 and PRO-C6 levels of 63 patients were determined in follow-up at 3 and 12 months post-BS. RESULTS Patients in the highest quartile of PRO-C3 had a higher risk of advanced liver fibrosis (stage F3-4; odds ratio 5.8; 95% CI [1.5-29.9]; P = 0.017) vs the lowest quartile (adjustment for age, gender, and BMI). PRO-C3 was positively correlated with markers of insulin resistance and liver enzymes. After BS, PRO-C3 levels decreased in patients with high baseline liver fibrosis. This decrease correlated with improvement of metabolic and liver parameters. PRO-C6 was not related to stage of liver fibrosis. ATF did not correlate with PRO-C3 or PRO-C6 levels at baseline or after BS. CONCLUSION PRO-C3 was associated with advanced liver fibrosis in patients with severe obesity, and decreased after BS, without being affected by ATF. These data suggest that BS prominently eliminates drivers of hepatic fibrogenesis in NAFLD.
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Affiliation(s)
- Pierre Bel Lassen
- Sorbonne Université, INSERM, Nutrition & Obesities: Systemic Approaches Research Group (NutriOmics), F-75013, Paris, France
- Assistance Publique Hôpitaux de Paris, Nutrition department, CRNH Ile-de-France, Pitié-Salpêtrière Hospital, 75013 Paris, France
| | - Nicole Nori
- Sorbonne Université, INSERM, Nutrition & Obesities: Systemic Approaches Research Group (NutriOmics), F-75013, Paris, France
| | | | - Laurent Genser
- Sorbonne Université, INSERM, Nutrition & Obesities: Systemic Approaches Research Group (NutriOmics), F-75013, Paris, France
- Assistance Publique Hôpitaux de Paris, Department of Digestive Surgery, Pitié-Salpêtrière Hospital, 75013 Paris, France
| | - Judith Aron-Wisnewsky
- Sorbonne Université, INSERM, Nutrition & Obesities: Systemic Approaches Research Group (NutriOmics), F-75013, Paris, France
- Assistance Publique Hôpitaux de Paris, Nutrition department, CRNH Ile-de-France, Pitié-Salpêtrière Hospital, 75013 Paris, France
| | - Christine Poitou
- Sorbonne Université, INSERM, Nutrition & Obesities: Systemic Approaches Research Group (NutriOmics), F-75013, Paris, France
- Assistance Publique Hôpitaux de Paris, Nutrition department, CRNH Ile-de-France, Pitié-Salpêtrière Hospital, 75013 Paris, France
| | - Rambabu Surabattula
- Institute of Translational Immunology and Research Center for Immune Therapy, Mainz University Medical Center, 55131 Mainz, Germany
| | | | | | | | - Detlef Schuppan
- Institute of Translational Immunology and Research Center for Immune Therapy, Mainz University Medical Center, 55131 Mainz, Germany
- Division of Gastroenterology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA
| | - Karine Clément
- Sorbonne Université, INSERM, Nutrition & Obesities: Systemic Approaches Research Group (NutriOmics), F-75013, Paris, France
- Assistance Publique Hôpitaux de Paris, Nutrition department, CRNH Ile-de-France, Pitié-Salpêtrière Hospital, 75013 Paris, France
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71
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Tang LJ, Ma HL, Eslam M, Wong GLH, Zhu PW, Chen SD, Leeming DJ, Karsdal M, Li G, Huang OY, Leung HHW, Zhou YJ, Feng Q, Jiang P, Gao LM, Byrne CD, Targher G, George J, Wong VWS, Zheng MH. Among simple non-invasive scores, Pro-C3 and ADAPT best exclude advanced fibrosis in Asian patients with MAFLD. Metabolism 2022; 128:154958. [PMID: 34958817 DOI: 10.1016/j.metabol.2021.154958] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Revised: 11/21/2021] [Accepted: 12/13/2021] [Indexed: 12/11/2022]
Abstract
BACKGROUND With metabolic dysfunction-associated fatty liver disease (MAFLD) incidence and prevalence increasing, it is necessary to identify patients with advanced fibrosis (F3-F4 stages). We evaluated the performance of new biomarkers and algorithms for diagnosing advanced fibrosis in an Asian population. METHODS Data from two Asian cohorts (including 851 biopsy-proven MAFLD [578 from Wenzhou, 273 from Hong Kong]) were studied. The association between N-terminal propeptide of type 3 collagen (PRO-C3) and the histologic stage of liver fibrosis was analyzed by multivariable linear regression. The area under the receiver operating characteristic curve (AUROC) was used to test the diagnostic performance of serum PRO-C3 and the ADAPT score for advanced fibrosis and compared them to other established non-invasive tests. RESULTS Serum PRO-C3 levels increased progressively across liver fibrosis stages and correlated with advanced fibrosis (P < 0.001). The ADAPT score had an AUROC of 0.865 (95% confidence interval 0.829-0.901) for advanced fibrosis; the accuracy, sensitivity and negative predictive values were 81.4%, 82.2% and 96.1%, respectively. This result was better compared to that of PRO-C3 alone or other non-invasive fibrosis biomarkers (aspartate aminotransferase-to-platelet ratio index, Fibrosis-4, BARD, and NAFLD fibrosis score). In subgroup analyses (including sex, age, diabetes, NAFLD activity score, body mass index or serum alanine aminotransferase levels), the ADAPT score had good diagnostic performance. CONCLUSION PRO-C3 and the ADAPT score reliably exclude advanced fibrosis in MAFLD patients and reduce the need for liver biopsy.
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Affiliation(s)
- Liang-Jie Tang
- MAFLD Research Center, Department of Hepatology, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Hong-Lei Ma
- MAFLD Research Center, Department of Hepatology, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Mohammed Eslam
- Storr Liver Centre, Westmead Institute for Medical Research, Westmead Hospital, Westmead, and University of Sydney, Sydney, Australia
| | - Grace Lai-Hung Wong
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China; State Key Laboratory of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
| | - Pei-Wu Zhu
- Department of Laboratory Medicine, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Sui-Dan Chen
- Department of Pathology, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | | | - Morten Karsdal
- Nordic Bioscience Biomarkers and Research A/S, Herlev, Denmark
| | - Gang Li
- MAFLD Research Center, Department of Hepatology, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Ou-Yang Huang
- MAFLD Research Center, Department of Hepatology, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Howard Ho-Wai Leung
- Department of Anatomical and Cellular Pathology, The Chinese University of Hong Kong, Hong Kong, China
| | - Yu-Jie Zhou
- Division of Gastroenterology and Hepatology, Key Laboratory of Gastroenterology and Hepatology, Ministry of Health, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai Institute of Digestive Disease, Shanghai, China
| | - Qian Feng
- Department of Gastroenterology, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Pei Jiang
- Fosun Diagnostics (Shanghai) Co., Ltd, Shanghai, China
| | - Li-Mei Gao
- Fosun Diagnostics (Shanghai) Co., Ltd, Shanghai, China
| | - Christopher D Byrne
- Southampton National Institute for Health Research Biomedical Research Centre, University Hospital Southampton, Southampton General Hospital, Southampton, UK
| | - Giovanni Targher
- Section of Endocrinology, Diabetes and Metabolism, Department of Medicine, University and Azienda Ospedaliera Universitaria Integrata of Verona, Verona, Italy
| | - Jacob George
- Storr Liver Centre, Westmead Institute for Medical Research, Westmead Hospital, Westmead, and University of Sydney, Sydney, Australia
| | - Vincent Wai-Sun Wong
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China; State Key Laboratory of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China.
| | - Ming-Hua Zheng
- MAFLD Research Center, Department of Hepatology, the First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China; Institute of Hepatology, Wenzhou Medical University, Wenzhou, China; Key Laboratory of Diagnosis and Treatment for the Development of Chronic Liver Disease in Zhejiang Province, Wenzhou, China.
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72
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Alharthi J, Eslam M. Biomarkers of Metabolic (Dysfunction)-associated Fatty Liver Disease: An Update. J Clin Transl Hepatol 2022; 10:134-139. [PMID: 35233382 PMCID: PMC8845164 DOI: 10.14218/jcth.2021.00248] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2021] [Revised: 08/26/2021] [Accepted: 09/09/2021] [Indexed: 12/04/2022] Open
Abstract
The prevalence of metabolic (dysfunction)-associated fatty liver disease (MAFLD) is rapidly increasing and affects up to two billion individuals globally, and this has also resulted in increased risks for cirrhosis, hepatocellular carcinoma, and liver transplants. In addition, it has also been linked to extrahepatic consequences, such as cardiovascular disease, diabetes, and various types of cancers. However, only a small proportion of patients with MAFLD develop these complications. Therefore, the identification of high-risk patients is paramount. Liver fibrosis is the major determinant in developing these complications. Although, liver biopsy is still considered the gold standard for the assessment of patients with MAFLD. Because of its invasive nature, among many other limitations, the search for noninvasive biomarkers for MAFLD remains an area of intensive research. In this review, we provide an update on the current and future biomarkers of MAFLD, including a discussion of the associated genetics, epigenetics, microbiota, and metabolomics. We also touch on the next wave of multiomic-based biomarkers.
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Affiliation(s)
- Jawaher Alharthi
- Storr Liver Centre, Westmead Institute for Medical Research, Westmead Hospital and University of Sydney, Sydney, NSW, Australia
- Department of Biotechnology, Faculty of Science, Taif University, Taif, Saudi Arabia
| | - Mohammed Eslam
- Storr Liver Centre, Westmead Institute for Medical Research, Westmead Hospital and University of Sydney, Sydney, NSW, Australia
- Correspondence to: Mohammed Eslam, Storr Liver Centre, Westmead Institute for Medical Research, Westmead Hospital and University of Sydney, Westmead 2145, NSW, Australia. ORCID: https://orcid.org/0000-0002-4315-4144. Tel: +61-2-8890-7705, Fax: +61-2-9635-7582, E-mail:
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73
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Ciardullo S, Perseghin G. Advances in fibrosis biomarkers in nonalcoholic fatty liver disease. Adv Clin Chem 2022; 106:33-65. [PMID: 35152974 DOI: 10.1016/bs.acc.2021.09.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Nonalcoholic fatty liver disease (NAFLD) affects a quarter of the adult world population and the degree of liver fibrosis represents the best predictor of the development of liver-related outcomes. Easily applicable and well performing non-invasive fibrosis tests can overcome the limitations of liver biopsy and are of paramount importance to identify at-risk subjects in clinical practice. While tests with optimal performance and ease of use do not exist at this stage, available markers can be divided in three broad groups: simple serum tests, complex serum tests and elastographic methods. Simple scores (such as Fibrosis-4 and NAFLD Fibrosis Score) are based on readily available biochemical data and clinical features, while complex/proprietary tests (such as Fibrotest, Enhanced Liver Fibrosis and Hepascore) directly measure markers of fibrogenesis and fibrolysis, but have higher costs. Elastography techniques estimate the degree of fibrosis from liver stiffness and are based on either ultrasound or magnetic resonance (MR) imaging. MR elastography has better performance compared with sonographic techniques and is not affected by obesity and inflammation, but is highly costly and less available. In general, non-invasive tests are able to exclude the presence of fibrosis, but their positive predictive value is low to moderate and they lead to a high number of indeterminate results. In this context, a combination of different tests might increase accuracy while reducing gray-zone results. Their ability to predict future events and response to treatment is suboptimal and needs to be studied further. Finally, recent studies have tried different approaches, spanning from "omics" to the microbiome and micro-RNAs, with some promising results.
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Affiliation(s)
- Stefano Ciardullo
- Department of Medicine and Rehabilitation, Policlinico di Monza, Monza, Italy; School of Medicine and Surgery, University of Milano Bicocca, Milan, Italy
| | - Gianluca Perseghin
- Department of Medicine and Rehabilitation, Policlinico di Monza, Monza, Italy; School of Medicine and Surgery, University of Milano Bicocca, Milan, Italy.
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Innes H, Walker AJ, Benselin J, Grove JI, Pedergnana V, Azim Ansari M, Lin SK, McLauchlan J, Hutchinson SJ, Barnes E, Irving WL, Guha IN. Comprehensive Comparative Analysis of Standard Validated, Genetic, and Novel Biomarkers to Enhance Prognostic Risk-Stratification in Patients With Hepatitis C Virus Cirrhosis. Clin Transl Gastroenterol 2022; 13:e00462. [PMID: 35142723 PMCID: PMC8963831 DOI: 10.14309/ctg.0000000000000462] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Accepted: 12/06/2021] [Indexed: 11/17/2022] Open
Abstract
INTRODUCTION Risk-stratifying patients with hepatitis C virus (HCV) cirrhosis according to medium-term prognosis will inform clinical decision-making. It is unclear which biomarkers/models are optimal for this purpose. We quantified the discriminative ability of 14 diverse biomarkers for prognosis prediction over a 4-year time. METHODS We recruited 1196 patients with HCV cirrhosis from the United Kingdom for a prospective study. Genetic risk score, collagen (e.g., PROC3), comorbidity (e.g., CirCom), and validated biomarkers from routine data were measured at enrollment. Participants were linked to UK hospital admission, cancer, and mortality registries. Primary endpoints were (i) liver-related outcomes for patients with compensated cirrhosis and (ii) all-cause mortality for decompensated cirrhosis. The discriminative ability of all biomarkers was quantified individually and also by the fraction of new prognostic information provided. RESULTS At enrollment, 289 (24%) and 907 (76%) had decompensated and compensated cirrhosis, respectively. Participants were followed for 3-4 years on average, with >70% of the follow-up time occurring post-HCV cure. Seventy-five deaths in the decompensated subgroup and 98 liver-related outcomes in the compensated subgroup were reported. The discriminative ability of the albumin-bilirubin-fibrosis-4 index (C-index: 0.71-0.72) was superior to collagen biomarkers (C-index = 0.58-0.67), genetic risk scores (C-index = 0.50-0.57), and comorbidity markers (0.53-0.60). Validated biomarkers showed the greatest prognostic improvement when combined with a comorbidity or a collagen biomarker (generally >30% of new prognostic information added). DISCUSSION Inexpensive biomarkers such as the albumin-bilirubin-fibrosis-4 index predict medium-term cirrhosis prognosis moderately well and outperform collagen, genetic, and comorbidity biomarkers. Improvement of performance was greatest when a validated test was combined with comorbidity or collagen biomarker.
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Affiliation(s)
- Hamish Innes
- School of Health and Life Sciences, Glasgow Caledonian University, Glasgow, UK
- Division of Epidemiology and Public Health, University of Nottingham, Nottingham, UK
- Public Health Scotland, Glasgow, UK
| | - Alex J. Walker
- The DataLab, Centre for Evidence-Based Medicine, Nuffield Department of Primary Care Health Sciences, University of Oxford, UK
| | - Jennifer Benselin
- NIHR Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust and the University of Nottingham, Nottingham, UK
| | - Jane I. Grove
- NIHR Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust and the University of Nottingham, Nottingham, UK
| | - Vincent Pedergnana
- Laboratoire MIVEGEC (UMR CNRS 5290, UR IRD 224, UM), Montpellier, France
| | - M. Azim Ansari
- Peter Medawar Building for Pathogen Research, Nuffield Department of Medicine and the Oxford NIHR Biomedical Research Centre, Oxford University, UK
| | - Shang-Kuan Lin
- Peter Medawar Building for Pathogen Research, Nuffield Department of Medicine and the Oxford NIHR Biomedical Research Centre, Oxford University, UK
| | - John McLauchlan
- MRC-University of Glasgow Centre for Virus Research, Glasgow, UK
| | - Sharon J. Hutchinson
- School of Health and Life Sciences, Glasgow Caledonian University, Glasgow, UK
- Public Health Scotland, Glasgow, UK
| | - Eleanor Barnes
- Peter Medawar Building for Pathogen Research, Nuffield Department of Medicine and the Oxford NIHR Biomedical Research Centre, Oxford University, UK
| | - William L. Irving
- NIHR Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust and the University of Nottingham, Nottingham, UK
| | - Indra Neil Guha
- NIHR Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust and the University of Nottingham, Nottingham, UK
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Diagnostic Modalities of Non-Alcoholic Fatty Liver Disease: From Biochemical Biomarkers to Multi-Omics Non-Invasive Approaches. Diagnostics (Basel) 2022; 12:diagnostics12020407. [PMID: 35204498 PMCID: PMC8871470 DOI: 10.3390/diagnostics12020407] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Revised: 01/31/2022] [Accepted: 02/02/2022] [Indexed: 02/05/2023] Open
Abstract
Non-Alcoholic Fatty Liver Disease (NAFLD) is currently the most common cause of chronic liver disease worldwide, and its prevalence is increasing globally. NAFLD is a multifaceted disorder, and its spectrum includes steatosis to steatohepatitis, which may evolve to advanced fibrosis and cirrhosis. In addition, the presence of NAFLD is independently associated with a higher cardiometabolic risk and increased mortality rates. Considering that the vast majority of individuals with NAFLD are mainly asymptomatic, early diagnosis of non-alcoholic steatohepatitis (NASH) and accurate staging of fibrosis risk is crucial for better stratification, monitoring and targeted management of patients at risk. To date, liver biopsy remains the gold standard procedure for the diagnosis of NASH and staging of NAFLD. However, due to its invasive nature, research on non-invasive tests is rapidly increasing with significant advances having been achieved during the last decades in the diagnostic field. New promising non-invasive biomarkers and techniques have been developed, evaluated and assessed, including biochemical markers, imaging modalities and the most recent multi-omics approaches. Our article provides a comprehensive review of the currently available and emerging non-invasive diagnostic tools used in assessing NAFLD, also highlighting the importance of accurate and validated diagnostic tools.
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Trebicka J, Gu W, de Ledinghen V, Aubé C, Krag A, Praktiknjo M, Castera L, Dumortier J, Bauer DJM, Friedrich-Rust M, Pol S, Grgurevic I, Zheng R, Francque S, Gottfriedovà H, Mustapic S, Sporea I, Berzigotti A, Uschner FE, Simbrunner B, Ronot M, Cassinotto C, Kjaergaard M, Andrade F, Schulz M, Semmler G, Drinkovic IT, Chang J, Brol MJ, Rautou PE, Vanwolleghem T, Strassburg CP, Boursier J, Ferstl PG, Rasmussen DN, Reiberger T, Vilgrain V, Guibal A, Guillaud O, Zeuzem S, Vassord C, Lu X, Vonghia L, Senkerikova R, Popescu A, Margini C, Wang W, Thiele M, Jansen C. Two-dimensional shear wave elastography predicts survival in advanced chronic liver disease. Gut 2022; 71:402-414. [PMID: 33479052 PMCID: PMC8761995 DOI: 10.1136/gutjnl-2020-323419] [Citation(s) in RCA: 33] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Revised: 12/26/2020] [Accepted: 01/08/2021] [Indexed: 02/07/2023]
Abstract
OBJECTIVE Liver stiffness measurement (LSM) is a tool used to screen for significant fibrosis and portal hypertension. The aim of this retrospective multicentre study was to develop an easy tool using LSM for clinical outcomes in advanced chronic liver disease (ACLD) patients. DESIGN This international multicentre cohort study included a derivation ACLD patient cohort with valid two-dimensional shear wave elastography (2D-SWE) results. Clinical and laboratory parameters at baseline and during follow-up were recorded. LSM by transient elastography (TE) was also recorded if available. The primary outcome was overall mortality. The secondary outcome was the development of first/further decompensation. RESULTS After screening 2148 patients (16 centres), 1827 patients (55 years, 62.4% men) were included in the 2D-SWE cohort, with median liver SWE (L-SWE) 11.8 kPa and a model for end stage liver disease (MELD) score of 8. Combination of MELD score and L-SWE predict independently of mortality (AUC 0.8). L-SWE cut-off at ≥20 kPa combined with MELD ≥10 could stratify the risk of mortality and first/further decompensation in ACLD patients. The 2-year mortality and decompensation rates were 36.9% and 61.8%, respectively, in the 305 (18.3%) high-risk patients (with L-SWE ≥20 kPa and MELD ≥10), while in the 944 (56.6%) low-risk patients, these were 1.1% and 3.5%, respectively. Importantly, this M10LS20 algorithm was validated by TE-based LSM and in an additional cohort of 119 patients with valid point shear SWE-LSM. CONCLUSION The M10LS20 algorithm allows risk stratification of patients with ACLD. Patients with L-SWE ≥20 kPa and MELD ≥10 should be followed closely and receive intensified care, while patients with low risk may be managed at longer intervals.
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Affiliation(s)
- Jonel Trebicka
- Department of Internal Medicine I, Frankfurt University Hospital, Frankfurt am Main, Hessen, Germany .,European Foundation for the Study of Chronic Liver Failure, Barcelona, Catalunya, Spain
| | - Wenyi Gu
- Department of Internal Medicine I, Frankfurt University Hospital, Frankfurt am Main, Hessen, Germany
| | | | | | - Aleksander Krag
- Department of Gastroenterology and Hepatology, Odense University Hospital, Odense, Denmark
| | | | - Laurent Castera
- Department of Radiology, Beaujon University Hospital, Clichy, France
| | - Jerome Dumortier
- Fédération des Spécialités Digestives, Hôpital Edouard Herriot, Lyon, France
| | - David Josef Maria Bauer
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Wien, Austria
| | - Mireen Friedrich-Rust
- Department of Internal Medicine I, Frankfurt University Hospital, Frankfurt am Main, Hessen, Germany
| | | | - Ivica Grgurevic
- University hospital Dubrava, University of Zagreb School of Medicine, Zagreb, Zagreb, Croatia
| | - Rongqin Zheng
- Department of Ultrasound, Guangdong Key Laboratory of Liver Disease Research, Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Sven Francque
- InflaMed Centre of Excellence, Translational Sciences in Inflammation and Immunology, Laboratory of Experimental Medicine and Paediatrics, Faculty of Medicine and Health Sciences, University Hospital Antwerp, Edegem, Antwerp, Belgium,Department of Gastroenterology Hepatology, Antwerp University Hospital, Antwerp, Belgium
| | - Halima Gottfriedovà
- Department of Hepato-Gastroenterology, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Sanda Mustapic
- University hospital Dubrava, University of Zagreb School of Medicine, Zagreb, Zagreb, Croatia
| | - Ioan Sporea
- Gastroenterology and Hepatology, University of Medicine and Pharmacy Victor Babes Timisoara, Timisoara, Romania
| | | | - Frank Erhard Uschner
- Department of Internal Medicine I, Frankfurt University Hospital, Frankfurt am Main, Hessen, Germany
| | - Benedikt Simbrunner
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Wien, Austria
| | - Maxime Ronot
- Department of Radiology, Beaujon University Hospital, Clichy, France
| | | | - Maria Kjaergaard
- Department of Gastroenterology and Hepatology, Odense University Hospital, Odense, Denmark
| | - Filipe Andrade
- Department of Radiology, Beaujon University Hospital, Clichy, France
| | - Martin Schulz
- Department of Internal Medicine I, Frankfurt University Hospital, Frankfurt am Main, Hessen, Germany
| | - Georg Semmler
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Wien, Austria
| | - Ida Tjesic Drinkovic
- University hospital Dubrava, University of Zagreb School of Medicine, Zagreb, Zagreb, Croatia
| | | | - Maximilian Joseph Brol
- Department of Internal Medicine I, Frankfurt University Hospital, Frankfurt am Main, Hessen, Germany
| | | | - Thomas Vanwolleghem
- InflaMed Centre of Excellence, Translational Sciences in Inflammation and Immunology, Laboratory of Experimental Medicine and Paediatrics, Faculty of Medicine and Health Sciences, University Hospital Antwerp, Edegem, Antwerp, Belgium,Department of Gastroenterology Hepatology, Antwerp University Hospital, Antwerp, Belgium
| | | | | | - Philip Georg Ferstl
- Department of Internal Medicine I, Frankfurt University Hospital, Frankfurt am Main, Hessen, Germany
| | | | - Thomas Reiberger
- Division of Gastroenterology and Hepatology, Department of Internal Medicine III, Medical University of Vienna, Wien, Austria
| | - Valerie Vilgrain
- Department of Radiology, Beaujon University Hospital, Clichy, France
| | - Aymeric Guibal
- Department of Radiology, Saint Jean Hospital, Perpignan, France
| | - Olivier Guillaud
- Fédération des Spécialités Digestives, Hôpital Edouard Herriot, Lyon, France
| | - Stefan Zeuzem
- Department of Internal Medicine I, Frankfurt University Hospital, Frankfurt am Main, Hessen, Germany
| | | | - Xue Lu
- Department of Ultrasound, Guangdong Key Laboratory of Liver Disease Research, Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Luisa Vonghia
- InflaMed Centre of Excellence, Translational Sciences in Inflammation and Immunology, Laboratory of Experimental Medicine and Paediatrics, Faculty of Medicine and Health Sciences, University Hospital Antwerp, Edegem, Antwerp, Belgium,Department of Gastroenterology Hepatology, Antwerp University Hospital, Antwerp, Belgium
| | - Renata Senkerikova
- Department of Hepato-Gastroenterology, Institute for Clinical and Experimental Medicine, Prague, Czech Republic
| | - Alina Popescu
- Gastroenterology and Hepatology, University of Medicine and Pharmacy Victor Babes Timisoara, Timisoara, Romania
| | | | - Wenping Wang
- Zhongshan Hospital Fudan University, Shanghai, Shanghai, China
| | - Maja Thiele
- Department of Gastroenterology and Hepatology, Odense University Hospital, Odense, Denmark
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Li G, Zhang X, Lin H, Liang LY, Wong GLH, Wong VWS. Non-invasive tests of non-alcoholic fatty liver disease. Chin Med J (Engl) 2022; 135:532-546. [PMID: 35089884 PMCID: PMC8920457 DOI: 10.1097/cm9.0000000000002027] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Indexed: 11/26/2022] Open
Abstract
ABSTRACT For the detection of steatosis, quantitative ultrasound imaging techniques have achieved great progress in past years. Magnetic resonance imaging proton density fat fraction is currently the most accurate test to detect hepatic steatosis. Some blood biomarkers correlate with non-alcoholic steatohepatitis, but the accuracy is modest. Regarding liver fibrosis, liver stiffness measurement by transient elastography (TE) has high accuracy and is widely used across the world. Magnetic resonance elastography is marginally better than TE but is limited by its cost and availability. Several blood biomarkers of fibrosis have been used in clinical trials and hold promise for selecting patients for treatment and monitoring treatment response. This article reviews new developments in the non-invasive assessment of non-alcoholic fatty liver disease (NAFLD). Accumulating evidence suggests that various non-invasive tests can be used to diagnose NAFLD, assess its severity, and predict the prognosis. Further studies are needed to determine the role of the tests as monitoring tools. We cannot overemphasize the importance of context in selecting appropriate tests.
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Affiliation(s)
- Guanlin Li
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
- State Key Laboratory of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
- Medical Data Analytics Centre, The Chinese University of Hong Kong, Hong Kong, China
| | - Xinrong Zhang
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
- State Key Laboratory of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
- Medical Data Analytics Centre, The Chinese University of Hong Kong, Hong Kong, China
| | - Huapeng Lin
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
- State Key Laboratory of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
- Medical Data Analytics Centre, The Chinese University of Hong Kong, Hong Kong, China
| | - Lilian Yan Liang
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
- State Key Laboratory of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
- Medical Data Analytics Centre, The Chinese University of Hong Kong, Hong Kong, China
| | - Grace Lai-Hung Wong
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
- State Key Laboratory of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
- Medical Data Analytics Centre, The Chinese University of Hong Kong, Hong Kong, China
| | - Vincent Wai-Sun Wong
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
- State Key Laboratory of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
- Medical Data Analytics Centre, The Chinese University of Hong Kong, Hong Kong, China
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Bernstein D, Kovalic AJ. Noninvasive assessment of fibrosis among patients with nonalcoholic fatty liver disease [NAFLD]. Metabol Open 2022; 13:100158. [PMID: 35036892 PMCID: PMC8749444 DOI: 10.1016/j.metop.2021.100158] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Revised: 12/02/2021] [Accepted: 12/12/2021] [Indexed: 02/07/2023] Open
Abstract
Nonalcoholic fatty liver disease [NAFLD] is a condition affecting a vast portion of the worldwide population. The presence of underlying fibrosis is the strongest predictor of long-term outcomes and mortality, with a graduated increase in liver-related morbidity and mortality with progression from moderate fibrosis tobiomarkers targeting collagen turnover and extracellular matrix remodeling FibroTest FAST™, Velacur™, MRE]. While many of these provide a robust, stand alone value, the accuracy of these noninvasive tests markedly increase when used in combination or in sequential order with one another. There is not a uniform consensus demonstrating superiority of any specific test. Given the growing role and accuracy of these tests, they should have an expanding role in the assessment of fibrosis across this patient population and obviate the need for liver biopsy in a large portion of patients. Future clinical studies should focus on validating these novel biomarkers, as well as optimizing the sequential or algorithmic testing when combining these noninvasive tests.
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Affiliation(s)
- David Bernstein
- Department of Internal Medicine, Division of Hepatology, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell Health, North Shore University Hospital, Hempstead, NY, USA
| | - Alexander J Kovalic
- Department of Internal Medicine, Division of Hepatology, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell Health, North Shore University Hospital, Hempstead, NY, USA
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Kaya E, Yilmaz Y. Epidemiology, natural history, and diagnosis of metabolic dysfunction-associated fatty liver disease: a comparative review with nonalcoholic fatty liver disease. Ther Adv Endocrinol Metab 2022; 13:20420188221139650. [PMID: 36533185 PMCID: PMC9747887 DOI: 10.1177/20420188221139650] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Accepted: 10/31/2022] [Indexed: 12/14/2022] Open
Abstract
Metabolic (dysfunction)-associated fatty liver disease (MAFLD) is the most common chronic liver disease worldwide - with an estimated global prevalence of 37%. Different from nonalcoholic fatty liver disease (NAFLD), which is an exclusion diagnosis, MAFLD is defined by a set of positive criteria. This recent change in terminology is challenging because MAFLD and NAFLD denote two similar, albeit not identical, clinical populations. When the diagnostic criteria for MAFLD are applied, liver histology appears more severe and clinical outcomes are less favorable. However, the clinical management of MAFLD and NAFLD remains similar. While liver biopsy is still the reference standard for achieving a final diagnosis, noninvasive imaging- or biomarker-based diagnostic modalities are currently gaining momentum. However, liver biopsy should be recommended when diagnostic challenges exist. In this review, we compared the epidemiology, natural history, and diagnosis of MAFLD with respect to the traditional NAFLD definition.
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Affiliation(s)
- Eda Kaya
- Section of Gastroenterology and Hepatology, University Hospital Knappschaftskrankenhaus Bochum, Ruhr University Bochum, Bochum, Germany
- Department of Medicine, University Hospital Knappschaftskrankenhaus Bochum, Ruhr University Bochum, Bochum, Germany
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80
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Corey KE, Pitts R, Lai M, Loureiro J, Masia R, Osganian SA, Gustafson JL, Hutter MM, Gee DW, Meireles OR, Witkowski ER, Richards SM, Jacob J, Finkel N, Ngo D, Wang TJ, Gerszten RE, Ukomadu C, Jennings LL. ADAMTSL2 protein and a soluble biomarker signature identify at-risk non-alcoholic steatohepatitis and fibrosis in adults with NAFLD. J Hepatol 2022; 76:25-33. [PMID: 34600973 PMCID: PMC8688231 DOI: 10.1016/j.jhep.2021.09.026] [Citation(s) in RCA: 33] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/22/2020] [Revised: 09/14/2021] [Accepted: 09/18/2021] [Indexed: 01/03/2023]
Abstract
BACKGROUND & AIMS Identifying fibrosis in non-alcoholic fatty liver disease (NAFLD) is essential to predict liver-related outcomes and guide treatment decisions. A protein-based signature of fibrosis could serve as a valuable, non-invasive diagnostic tool. This study sought to identify circulating proteins associated with fibrosis in NAFLD. METHODS We used aptamer-based proteomics to measure 4,783 proteins in 2 cohorts (Cohort A and B). Targeted, quantitative assays coupling aptamer-based protein pull down and mass spectrometry (SPMS) validated the profiling results in a bariatric and NAFLD cohort (Cohort C and D, respectively). Generalized linear modeling-logistic regression assessed the ability of candidate proteins to classify fibrosis. RESULTS From the multiplex profiling, 16 proteins differed significantly by fibrosis in cohorts A (n = 62) and B (n = 98). Quantitative and robust SPMS assays were developed for 8 proteins and validated in Cohorts C (n = 71) and D (n = 84). The A disintegrin and metalloproteinase with thrombospondin motifs like 2 (ADAMTSL2) protein accurately distinguished non-alcoholic fatty liver (NAFL)/non-alcoholic steatohepatitis (NASH) with fibrosis stage 0-1 (F0-1) from at-risk NASH with fibrosis stage 2-4, with AUROCs of 0.83 and 0.86 in Cohorts C and D, respectively, and from NASH with significant fibrosis (F2-3), with AUROCs of 0.80 and 0.83 in Cohorts C and D, respectively. An 8-protein panel distinguished NAFL/NASH F0-1 from at-risk NASH (AUROCs 0.90 and 0.87 in Cohort C and D, respectively) and NASH F2-3 (AUROCs 0.89 and 0.83 in Cohorts C and D, respectively). The 8-protein panel and ADAMTSL2 protein had superior performance to the NAFLD fibrosis score and fibrosis-4 score. CONCLUSION The ADAMTSL2 protein and an 8-protein soluble biomarker panel are highly associated with at-risk NASH and significant fibrosis; they exhibited superior diagnostic performance compared to standard of care fibrosis scores. LAY SUMMARY Non-alcoholic fatty liver disease (NAFLD) is one of the most common causes of liver disease worldwide. Diagnosing NAFLD and identifying fibrosis (scarring of the liver) currently requires a liver biopsy. Our study identified novel proteins found in the blood which may identify fibrosis without the need for a liver biopsy.
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Affiliation(s)
- Kathleen E. Corey
- Division of Gastroenterology, Massachusetts General Hospital (MGH) and Harvard Medical School (HMS), Boston, MA, USA
| | - Rebecca Pitts
- Novartis Institutes for BioMedical Research, Cambridge, MA, USA
| | - Michelle Lai
- Division of Hepatology, Beth Israel Deaconess Hospital (BIDMC) and HMS, Boston, MA, USA
| | - Joseph Loureiro
- Novartis Institutes for BioMedical Research, Cambridge, MA, USA
| | - Ricard Masia
- Department of Pathology, MGH and HMS, Boston, MA, USA
| | - Stephanie A. Osganian
- Division of Gastroenterology, Massachusetts General Hospital (MGH) and Harvard Medical School (HMS), Boston, MA, USA
| | - Jenna L. Gustafson
- Division of Gastroenterology, Massachusetts General Hospital (MGH) and Harvard Medical School (HMS), Boston, MA, USA
| | | | | | | | | | | | - Jaison Jacob
- Novartis Institutes for BioMedical Research, Cambridge, MA, USA
| | - Nancy Finkel
- Novartis Institutes for BioMedical Research, Cambridge, MA, USA
| | - Debby Ngo
- Department of Pulmonary/Critical Care, Cardiovascular Institute, BIDMC and HMS, Boston, MA, USA
| | - Thomas J Wang
- Department of Cardiology, Vanderbilt University School of Medicine, Nashville, TN USA
| | - Robert E. Gerszten
- Division of Cardiovascular Medicine and Cardiovascular Institute, BIDMC and HMS, Boston, MA, USA
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81
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Chandra Kumar CV, Skantha R, Chan WK. Non-invasive assessment of metabolic dysfunction-associated fatty liver disease. Ther Adv Endocrinol Metab 2022; 13:20420188221139614. [PMID: 36533184 PMCID: PMC9747884 DOI: 10.1177/20420188221139614] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Accepted: 10/31/2022] [Indexed: 12/14/2022] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) affects an estimated one-quarter of the global adult population and has become one of the leading causes of end-stage liver disease and hepatocellular carcinoma with increased liver-related and overall morbidity and mortality. The new term, metabolic dysfunction-associated fatty liver disease (MAFLD), has a set of positive diagnostic criteria and has been shown to have better clinical utility, but it has yet to be universally adopted. This review addresses the non-invasive tests for MAFLD and is based mostly on studies on NAFLD patients, as the MAFLD term is relatively new and there are limited studies on non-invasive tests based on this new term, while a large body of research work on non-invasive tests has accumulated in the literature for NAFLD. This review focuses on blood-based biomarkers and scores for the assessment of hepatic steatosis, non-alcoholic steatohepatitis (NASH), and fibrosis, and two of the most widely studied imaging biomarkers, namely vibration-controlled transient elastography and magnetic resonance imaging. Fibrotic NASH has become a diagnostic target of interest and novel serum biomarkers and scores incorporating imaging biomarker for diagnosis of fibrotic NASH are emerging. Nonetheless, the degree of liver fibrosis remains the key predictor of liver-related morbidity and mortality in patients with MAFLD. A multitude of non-invasive biomarkers and scores have been studied for the detection of liver fibrosis, including use of sequential non-invasive tests for risk stratification of advanced liver fibrosis. In addition, this review will explore the utility of the non-invasive tests for prognostication and for monitoring of treatment response.
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Affiliation(s)
- C. Vikneshwaran Chandra Kumar
- Gastroenterology and Hepatology Unit, Department of Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Ruben Skantha
- Gastroenterology and Hepatology Unit, Department of Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
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Fouad Y, Esmat G, Elwakil R, Zakaria S, Yosry A, Waked I, El-Razky M, Doss W, El-Serafy M, Mostafa E, Anees M, Sakr MA, AbdelAty N, Omar A, Zaki S, Al-zahaby A, Mahfouz H, Abdalla M, Albendary M, Hamed AK, Gomaa A, Hasan A, Abdel-baky S, El sahhar M, Shiha G, Attia D, Saeed E, Kamal E, Bazeed S, Mehrez M, Abdelaleem S, Gaber Y, Abdallah M, Salama A, Tawab DA, Nafady S. The egyptian clinical practice guidelines for the diagnosis and management of metabolic associated fatty liver disease. Saudi J Gastroenterol 2022; 28:3-20. [PMID: 35083973 PMCID: PMC8919931 DOI: 10.4103/sjg.sjg_357_21] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Revised: 10/24/2021] [Accepted: 10/31/2021] [Indexed: 11/04/2022] Open
Abstract
The landscape of chronic liver disease in Egypt has drastically changed over the past few decades. The prevalence of metabolic-associated fatty liver disease (MAFLD) has risen to alarming levels. Despite the magnitude of the problem, no regional guidelines have been developed to tackle this disease. This document provides the clinical practice guidelines of the key Egyptian opinion leaders on MAFLD screening, diagnosis, and management, and covers various aspects in the management of MAFLD. The document considers our local situations and the burden of clinical management for the healthcare sector and is proposed for daily clinical practical use. Particular reference to special groups was done whenever necessary.
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Affiliation(s)
- Yasser Fouad
- Department of Gastroenterology, Hepatology and Endemic Medicine, Faculty of Medicine, Minia University, Cairo, Egypt
| | - Gamal Esmat
- Department of Endemic Medicine and Hepatology, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Reda Elwakil
- Tropical Medicine Department, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Serag Zakaria
- Department of Endemic Medicine and Hepatology, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Ayman Yosry
- Department of Endemic Medicine and Hepatology, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Imam Waked
- Department of Hepatology and Gastroenterology, National Liver Institute, Menoufia University, Shebeen El Kom, Egypt
| | - Maissa El-Razky
- Department of Endemic Medicine and Hepatology, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Wahid Doss
- Department of Endemic Medicine and Hepatology, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Magdy El-Serafy
- Department of Endemic Medicine and Hepatology, Faculty of Medicine, Cairo University, Cairo, Egypt
| | | | - Mahmood Anees
- Department of Gastroenterology and Hepatology, Tanta, Egypt
| | - Mohamed A. Sakr
- Tropical Medicine Department, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Nadia AbdelAty
- Tropical Medicine Department, Faculty of Medicine, Ain Shams University, Cairo, Egypt
| | - Ashraf Omar
- Department of Endemic Medicine and Hepatology, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Samy Zaki
- Department of Hepatogastroenterology and Infectious Diseases, Al-Azhar University, Cairo, Egypt
| | - Amgad Al-zahaby
- Department of Hepatogastroenterology and Infectious Diseases, Al-Azhar University, Cairo, Egypt
| | - Hamdy Mahfouz
- Department of Hepatogastroenterology and Infectious Diseases, Al-Azhar University, Assuit, Egypt
| | - Maysaa Abdalla
- Department of Gastroenterology, Hepatology and Endemic Medicine, Faculty of Medicine, Zagazig University, Zagazig, Egypt
| | - Mahmoud Albendary
- Department of Gastroenterology, Hepatology and Endemic Medicine, Faculty of Medicine, Mansura University, Mansura, Egypt
| | - Abdel-Khalek Hamed
- Department of Internal Medicine, Hepatology, and Diabetes, Egyptian Military Medical Academy, Cairo, Egypt
| | - Ahmed Gomaa
- Department of Gastroenterology, Hepatology and Endemic Medicine, Faculty of Medicine, Fayoum University, Fayoum, Egypt
| | - Adel Hasan
- Department of Gastroenterology, Hepatology and Endemic Medicine, Faculty of Medicine, Suez Canal University, Suez, Egypt
| | - Sherif Abdel-baky
- Gastroenterology, Hepatology and Endemic Medicine, Faculty of Medicine, Tanta University, Tanta, Egypt
| | - Medhat El sahhar
- Egyptian Association for the Study of Liver and Gastrointestinal Disease (EASLGD), Police Medical Academy, Cairo, Egypt
| | - Gamal Shiha
- Hepatology and Gastroenterology Unit, Internal Medicine Department, Faculty of Medicine, Mansoura University, Mansoura, Egypt
| | - Dina Attia
- Department of Gastroenterology, Hepatology and Infectious Diseases, Faculty of Medicine, Beni-Suef University, Beni Suef, Egypt
| | - Ebada Saeed
- Department of Gastroenterology, Hepatology and Infectious Diseases, Faculty of Medicine, Benha University, Benha, Egypt
| | - Enas Kamal
- Department of Gastroenterology, Hepatology and Endemic Medicine, Faculty of Medicine, Minia University, Cairo, Egypt
| | - Shamardan Bazeed
- Department of Tropical Medicine and Gastroenterology, Faculty of Medicine, South Valley University, Qena, Egypt
| | - Mai Mehrez
- Department of Hepatology, NTHMRI, Cairo, Egypt
| | - Shereen Abdelaleem
- Department of Endemic Medicine and Hepatology, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Yasmine Gaber
- Department of Endemic Medicine and Hepatology, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Mohammed Abdallah
- Department of Medical Research Division Medicine, National Research Centre, Giza, Egypt
| | - Asmaa Salama
- Department of Gastroenterology, Hepatology and Infectious Diseases, Faculty of Medicine, Beni-Suef University, Beni Suef, Egypt
| | - Doaa A. Tawab
- Department of Tropical Medicine and Gastroenterology, Faculty of Medicine, Assuit University, Assuit, Egypt
| | - Shaymaa Nafady
- Department of Gastroenterology, Hepatology and Infectious Diseases, Faculty of Medicine, Beni-Suef University, Beni Suef, Egypt
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Torp N, Israelsen M, Nielsen MJ, Åstrand CP, Juhl P, Johansen S, Hansen CD, Madsen B, Villesen IF, Leeming DJ, Thiele M, Hansen T, Karsdal M, Krag A. Binge drinking induces an acute burst of markers of hepatic fibrogenesis (PRO-C3). Liver Int 2022; 42:92-101. [PMID: 34845832 DOI: 10.1111/liv.15120] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Revised: 10/27/2021] [Accepted: 11/03/2021] [Indexed: 12/16/2022]
Abstract
BACKGROUND & AIMS Binge drinking is associated with an increased risk of liver disease. Morbidity and mortality of alcohol-related liver disease (ALD) is associated with collagen deposition in the hepatic extracellular matrix (ECM). However, the acute effects of binge drinking on ECM turnover are unknown. We aimed to investigate the effects on hepatic ECM turnover following a binge drinking episode. METHODS We performed a pathophysiological intervention study with 15 non-alcoholic fatty liver disease (NAFLD) patients, 15 ALD patients and 10 healthy controls. We used 40% ethanol in 9 mg/mL NaCl administered through a nasogastric tube to simulate binge drinking. Hepatic vein catheterisation allowed simultaneous hepatic- and systemic vein sampling. Markers of ECM formation and degradation were measured with competitive ELISA. RESULTS The interstitial matrix formation marker PRO-C3 increased by 1.2 ng/mL (10%, P < .001) 24 hours after binge drinking. In participants with existing liver fibrosis determined by elevated baseline PRO-C3, hepatic levels increased by 0.09 ng/mL (95% CI: 0.03-0.15, P = .005) while systemic PRO-C3 decreased 0.11 ng/mL (95% CI: -0.15 to -0.06, P < .001) in 3 hours. PRO-C8 increased by 30% (+0.9 ng/mL, P = .014) in liver-diseased patients with F0-F1 but not in any other group. Twenty-four-hour changes in systemic C3M and PRO-C3 were not associated (P = .911). CONCLUSIONS Binge drinking induced an acute burst of PRO-C3 in healthy individuals and patients with liver disease. Markers of ECM degradation were not correlated to markers of ECM formation, suggesting that even a single episode of binge drinking promotes excessive hepatic fibrogenesis.
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Affiliation(s)
- Nikolaj Torp
- Department of Gastroenterology and Hepatology, Odense University Hospital, Odense, Denmark.,Institute of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Mads Israelsen
- Department of Gastroenterology and Hepatology, Odense University Hospital, Odense, Denmark.,Institute of Clinical Research, University of Southern Denmark, Odense, Denmark
| | | | - Claus P Åstrand
- Department of Gastroenterology and Hepatology, Odense University Hospital, Odense, Denmark.,Institute of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Pernille Juhl
- Nordic Bioscience A/S, Herlev Hovedgade, Herlev, Denmark.,Department of Biomedical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Stine Johansen
- Department of Gastroenterology and Hepatology, Odense University Hospital, Odense, Denmark.,Institute of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Camilla D Hansen
- Department of Gastroenterology and Hepatology, Odense University Hospital, Odense, Denmark.,Institute of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Bjørn Madsen
- Department of Gastroenterology and Hepatology, Odense University Hospital, Odense, Denmark.,Institute of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Ida F Villesen
- Nordic Bioscience A/S, Herlev Hovedgade, Herlev, Denmark
| | | | - Maja Thiele
- Department of Gastroenterology and Hepatology, Odense University Hospital, Odense, Denmark.,Institute of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Torben Hansen
- Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen, Denmark
| | - Morten Karsdal
- Nordic Bioscience A/S, Herlev Hovedgade, Herlev, Denmark.,Department of Molecular Medicine, Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark
| | - Aleksander Krag
- Department of Gastroenterology and Hepatology, Odense University Hospital, Odense, Denmark.,Institute of Clinical Research, University of Southern Denmark, Odense, Denmark
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84
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Dorairaj V, Sulaiman SA, Abu N, Abdul Murad NA. Nonalcoholic Fatty Liver Disease (NAFLD): Pathogenesis and Noninvasive Diagnosis. Biomedicines 2021; 10:15. [PMID: 35052690 PMCID: PMC8773432 DOI: 10.3390/biomedicines10010015] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Revised: 12/20/2021] [Accepted: 12/20/2021] [Indexed: 12/14/2022] Open
Abstract
The global prevalence of nonalcoholic fatty liver disease (NAFLD) or metabolic associated fatty liver disease (MAFLD), as it is now known, has gradually increased. NAFLD is a disease with a spectrum of stages ranging from simple fatty liver (steatosis) to a severe form of steatosis, nonalcoholic steatohepatitis (NASH), which could progress to irreversible liver injury (fibrosis) and organ failure, and in some cases hepatocellular carcinoma (HCC). Although a liver biopsy remains the gold standard for accurate detection of this condition, it is unsuitable for clinical screening due to a higher risk of death. There is thus an increased need to find alternative techniques or tools for accurate diagnosis. Early detection for NASH matters for patients because NASH is the marker for severe disease progression. This review summarizes the current noninvasive tools for NAFLD diagnosis and their performance. We also discussed potential and newer alternative tools for diagnosing NAFLD.
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Affiliation(s)
| | - Siti Aishah Sulaiman
- UKM Medical Molecular Biology Institute (UMBI), Universiti Kebangsaan Malaysia (UKM), Kuala Lumpur 56000, Malaysia; (V.D.); (N.A.); (N.A.A.M.)
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85
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Systematic Review with Meta-Analysis: Diagnostic Accuracy of Pro-C3 for Hepatic Fibrosis in Patients with Non-Alcoholic Fatty Liver Disease. Biomedicines 2021; 9:biomedicines9121920. [PMID: 34944736 PMCID: PMC8698886 DOI: 10.3390/biomedicines9121920] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 12/03/2021] [Accepted: 12/10/2021] [Indexed: 12/26/2022] Open
Abstract
The prevalence and severity of non-alcoholic fatty liver disease (NAFLD) is increasing, yet adequately validated tests for care paths are limited and non-invasive markers of disease progression are urgently needed. The aim of this work was to summarize the performance of Pro-C3, a biomarker of active fibrogenesis, in detecting significant fibrosis (F ≥ 2), advanced fibrosis (F ≥ 3), cirrhosis (F4) and non-alcoholic steatohepatitis (NASH) in patients with NAFLD. A sensitive search of five databases was performed in July 2021. Studies reporting Pro-C3 measurements and liver histology in adults with NAFLD without co-existing liver diseases were eligible. Meta-analysis was conducted by applying a bivariate random effects model to produce summary estimates of Pro-C3 accuracy. From 35 evaluated reports, eight studies met our inclusion criteria; 1568 patients were included in our meta-analysis of significant fibrosis and 2058 in that of advanced fibrosis. The area under the summary curve was 0.81 (95% CI 0.77–0.84) in detecting significant fibrosis and 0.79 (95% CI 0.73–0.82) for advanced fibrosis. Our results support Pro-C3 as an important candidate biomarker for non-invasive assessment of liver fibrosis in NAFLD. Further direct comparisons with currently recommended non-invasive tests will demonstrate whether Pro-C3 panels can outperform these tests, and improve care paths for patients with NAFLD.
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86
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Du X, DeForest N, Majithia AR. Human Genetics to Identify Therapeutic Targets for NAFLD: Challenges and Opportunities. Front Endocrinol (Lausanne) 2021; 12:777075. [PMID: 34950105 PMCID: PMC8688763 DOI: 10.3389/fendo.2021.777075] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Accepted: 10/23/2021] [Indexed: 12/15/2022] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) is a continuous progression of pathophysiologic stages that is challenging to diagnose due to its inherent heterogeneity and poor standardization across a wide variety of diagnostic measures. NAFLD is heritable, and several loci have been robustly associated with various stages of disease. In the past few years, larger genetic association studies using new methodology have identified novel genes associated with NAFLD, some of which have shown therapeutic promise. This mini-review provides an overview of the heterogeneity in NAFLD phenotypes and diagnostic methods, discusses genetic associations in relation to the specific stages for which they were identified, and offers a perspective on the design of future genetic mapping studies to accelerate therapeutic target identification.
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Affiliation(s)
- Xiaomi Du
- Division of Endocrinology, Department of Medicine, University of California San Diego, La Jolla, CA, United States
- Bioinformatics and Systems Biology Graduate Program, University of California San Diego, La Jolla, CA, United States
| | - Natalie DeForest
- Division of Endocrinology, Department of Medicine, University of California San Diego, La Jolla, CA, United States
- Biomedical Sciences Graduate Program, University of California San Diego, La Jolla, CA, United States
| | - Amit R. Majithia
- Division of Endocrinology, Department of Medicine, University of California San Diego, La Jolla, CA, United States
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87
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Comparison of ADAPT, FIB-4 and APRI as non-invasive predictors of liver fibrosis and NASH within the CENTAUR screening population. J Hepatol 2021; 75:1292-1300. [PMID: 34454994 DOI: 10.1016/j.jhep.2021.08.016] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Revised: 08/03/2021] [Accepted: 08/05/2021] [Indexed: 12/19/2022]
Abstract
BACKGROUND & AIMS The development of accurate non-invasive tests to detect and measure the extent of fibrosis and disease activity in patients with non-alcoholic steatohepatitis (NASH) - the progressive phenotype of non-alcoholic fatty liver disease (NAFLD) - is of great clinical importance. Herein, we aimed to validate the performance of PRO-C3 and ADAPT for the detection of moderate/severe fibrosis within the CENTAUR screening population. METHODS PRO-C3 was assessed in plasma from the screening population of the phase IIb CENTAUR study (NCT02217475) in adults with NASH and liver fibrosis. The relation between PRO-C3 and histologic features of NASH was evaluated, as well as the demographics of patients with high and low levels of PRO-C3. The diagnostic ability of PRO-C3, as a standalone marker or incorporated into ADAPT, to identify patients with F≥2 and NASH was estimated using receiver-operating characteristic analysis and logistic regression models. RESULTS A total of 517 individuals with matched biopsy and PRO-C3 measurements were included. Patients with PRO-C3 levels ≥20.2 ng/ml showed increased levels of insulin, HOMA-IR, alanine aminotransferase (ALT), aspartate aminotransferase (AST), alkaline phosphatase, and platelet count compared to patients with low PRO-C3 (p <0.05). PRO-C3 increased stepwise with increasing liver fibrosis, lobular inflammation, hepatocyte ballooning, steatosis, and NAFLD activity score (p <0.05), and could distinguish between NAFL and NASH (p <0.0001). PRO-C3 was independently associated with fibrosis and NASH when adjusted for clinical confounders. ADAPT outperformed Fibrosis-4, AST-to-platelet ratio index, and AST/ALT ratio as a predictor of advanced fibrosis and NASH (p <0.001). CONCLUSION PRO-C3 was associated with NAFLD activity score and fibrosis. ADAPT outperformed other non-invasive scores for detecting NASH. These data support the use of PRO-C3 and ADAPT as diagnostic tools to identify patients with NASH eligible for inclusion in clinical trials. CLINICAL TRIAL NUMBER NCT02217475 LAY SUMMARY: PRO-C3 is a serological biomarker associated with liver disease activity and fibrosis. Its performance for the detection of disease activity and fibrosis is improved when it is incorporated into the ADAPT score. Herein, we showed that ADAPT was better at selecting patients with non-alcoholic steatohepatitis for inclusion in clinical trials than other non-invasive scores.
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88
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Kerbert AJC, Gupta S, Alabsawy E, Dobler I, Lønsmann I, Hall A, Nielsen SH, Nielsen MJ, Gronbaek H, Amoros À, Yeung D, Macnaughtan J, Mookerjee RP, Macdonald S, Andreola F, Moreau R, Arroyo V, Angeli P, Leeming DJ, Treem W, Karsdal MA, Jalan R. Biomarkers of extracellular matrix formation are associated with acute-on-chronic liver failure. JHEP REPORTS : INNOVATION IN HEPATOLOGY 2021; 3:100355. [PMID: 34805815 PMCID: PMC8581571 DOI: 10.1016/j.jhepr.2021.100355] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Revised: 08/03/2021] [Accepted: 08/17/2021] [Indexed: 12/24/2022]
Abstract
Background & Aims Acute-on-chronic liver failure (ACLF) is characterised by organ failure(s), high short-term mortality, and, pathophysiologically, deranged inflammatory responses. The extracellular matrix (ECM) is critically involved in regulating the inflammatory response. This study aimed to determine alterations in biomarkers of ECM turnover in ACLF and their association with inflammation, organ failures, and mortality. Methods We studied 283 patients with cirrhosis admitted for acute decompensation (AD) with or without ACLF, 64 patients with stable cirrhosis, and 30 healthy controls. A validation cohort (25 ACLF, 9 healthy controls) was included. Plasma PRO-C3, PRO-C4, PRO-C5, PRO-C6, and PRO-C8 (i.e. collagen type III–VI and VIII formation) and C4M and C6M (i.e. collagen type IV and VI degradation) were measured. Immunohistochemistry of PRO-C6 was performed on liver biopsies (AD [n = 7], ACLF [n = 5]). A competing-risk regression analysis was performed to explore the prognostic value of biomarkers of ECM turnover with 28- and 90-day mortality. Results PRO-C3 and PRO-C6 were increased in ACLF compared to AD (p = 0.089 and p <0.001, respectively), whereas collagen degradation markers C4M and C6M were similar. Both PRO-C3 and PRO-C6 were strongly associated with liver function and inflammatory markers. Only PRO-C6 was associated with extrahepatic organ failures and 28- and 90-day mortality (hazard ratio [HR; on log-scale] 6.168, 95% CI 2.366–16.080, p <0.001, and 3.495, 95% CI 1.509–8.093, p = 0.003, respectively). These findings were consistent in the validation cohort. High PRO-C6 expression was observed in liver biopsies of patients with ACLF. Conclusions This study shows, for the first time, evidence of severe net interstitial collagen deposition in ACLF and makes the novel observation of the association between PRO-C6 and (extrahepatic) organ failures and mortality. Further studies are needed to define the pathogenic significance of these observations. Lay summary This study describes a disrupted turnover of collagen type III and VI in Acute-on-chronic liver failure (ACLF). Plasma biomarkers of these collagens (PRO-C3 and PRO-C6) are associated with the severity of liver dysfunction and inflammation. PRO-C6, also known as the hormone endotrophin, has also been found to be associated with multi-organ failure and prognosis in acute decompensation and ACLF. Collagen type III and VI formation is increased in ACLF compared to AD. PRO-C3 and PRO-C6 correlate with the severity of liver dysfunction and inflammation in AD and ACLF. High PRO-C6 levels were found to be indicative for the presence of multi-organ failure and worse survival.
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Key Words
- ACLF, acute-on-chronic liver failure
- AD, acute decompensation
- CLIF-C ACLF, CLIF Consortium Acute-on-Chronic Liver
- CLIF-C AD, CLIF Consortium Acute Decompensation
- CLIF-C OF, CLIF Consortium Organ Failure
- CPE, concordance probability estimate
- Collagen
- DAMP, danger-associated molecular pattern
- ECM, extracellular matrix
- HC, healthy control
- HR, hazard ratio
- HSC, hepatic stellate cell
- IHC, immunohistochemistry
- INR, international normalised ratio
- K18, keratin 18
- Liver cirrhosis
- MELD, model for end-stage liver disease
- MMP, matrix metalloproteinase
- Multi-organ failure
- NGAL, neutrophil gelatinase-associated lipocalin
- NIS, noninterventional Study
- PAMP, pathogen-associated molecular pattern
- Prognosis
- ROC, receiver operating characteristic
- SC, stable cirrhosis
- TLR, toll-like receptor
- UCL, University College London
- UCLH, University College London Hospitals
- WCC, white cell count
- cK18, caspase-cleaved keratin 18
- α-SMA, alpha-smooth muscle actin
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Affiliation(s)
- Annarein J C Kerbert
- Institute for Liver and Digestive Health, University College London, Royal Free Campus, London, UK
| | - Saurabh Gupta
- Translational and Biomarker Research, GI-DDU, Takeda Pharmaceuticals International Co., Cambridge, MA, USA
| | - Eman Alabsawy
- Institute for Liver and Digestive Health, University College London, Royal Free Campus, London, UK.,Faculty of Medicine, Alexandria University, Alexandria, Egypt
| | - Iwona Dobler
- Statistical and Quantitative Sciences, Takeda Pharmaceuticals International Co., Cambridge, MA, USA
| | - Ida Lønsmann
- Biomarkers and Research, Nordic Bioscience, Herlev, Denmark
| | - Andrew Hall
- Sheila Sherlock Liver Centre, Royal Free London NHS Foundation Trust, London, UK
| | - Signe Holm Nielsen
- Biomarkers and Research, Nordic Bioscience, Herlev, Denmark.,Department of Biomedicine and Biotechnology, Technical University of Denmark, Lyngby, Denmark
| | | | - Henning Gronbaek
- Department of Hepatology and Gastroenterology, Aarhus University Hospital, Aarhus, Denmark
| | - Àlex Amoros
- European Foundation for the Study of Chronic Liver Failure, Barcelona, Spain
| | - Dave Yeung
- Translational and Biomarker Research, GI-DDU, Takeda Pharmaceuticals International Co., Cambridge, MA, USA
| | - Jane Macnaughtan
- Institute for Liver and Digestive Health, University College London, Royal Free Campus, London, UK
| | - Rajeshwar P Mookerjee
- Institute for Liver and Digestive Health, University College London, Royal Free Campus, London, UK.,Department of Hepatology and Gastroenterology, Aarhus University Hospital, Aarhus, Denmark
| | - Stewart Macdonald
- Institute for Liver and Digestive Health, University College London, Royal Free Campus, London, UK
| | - Fausto Andreola
- Institute for Liver and Digestive Health, University College London, Royal Free Campus, London, UK
| | - Richard Moreau
- European Foundation for the Study of Chronic Liver Failure, Barcelona, Spain.,Inserm and Université de Paris, Centre de Recherche sur l'Inflammation (CRI), Paris, France.,Service d'Hépatologie, Hôpital Beaujon, Assistance Publique-Hôpitaux de Paris, Clichy, France
| | - Vicente Arroyo
- European Foundation for the Study of Chronic Liver Failure, Barcelona, Spain
| | - Paolo Angeli
- Unit of Internal Medicine and Hepatology, Department of Medicine, DIMED, University of Padova, Padua, Italy
| | | | - William Treem
- Clinical Science, GI-TAU, Takeda Pharmaceuticals International Co., Cambridge, MA, USA
| | | | - Rajiv Jalan
- Institute for Liver and Digestive Health, University College London, Royal Free Campus, London, UK
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89
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Cohen CC, Castillo-Leon E, Farris AB, Caltharp SA, Cleeton RL, Sinclair EM, Shevell DE, Karsdal MA, Nielsen MJF, Leeming DJ, Vos MB. PRO-C3, a Serological Marker of Fibrosis, During Childhood and Correlations With Fibrosis in Pediatric NAFLD. Hepatol Commun 2021; 5:1860-1872. [PMID: 34558828 PMCID: PMC8557318 DOI: 10.1002/hep4.1766] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Revised: 05/07/2021] [Accepted: 05/08/2021] [Indexed: 12/17/2022] Open
Abstract
Nonalcoholic fatty liver disease (NAFLD) is a common chronic liver disease in children and may lead to cirrhosis requiring liver transplant. Thus, prompt diagnosis of advanced fibrosis is essential. Our objectives were to examine PRO-C3 (a neo-epitope pro-peptide of type III collagen formation) levels across childhood/adolescence and associations with advanced fibrosis in pediatric NAFLD. This cross-sectional study included 88 children and adolescents with biopsy-proven NAFLD (mean age: 13.9 ± 2.9 years, 71% male) and 65 healthy participants (11.8 ± 4.5 years, 38% male). PRO-C3, and the bone remodeling biomarkers C-terminal telopeptide of type I collagen (CTX-I; bone resorption) and osteocalcin (N-MID; bone formation), were measured in serum by enzyme-linked immunosorbent assay. Fibrosis was assessed by liver biopsy in participants with NAFLD, who were categorized as having advanced (Ishak score ≥ 3) or none/mild fibrosis (Ishak score ≤ 2). Overall, PRO-C3 was similar in participants with NAFLD (median [interquartile range]: 20.6 [15.8, 25.9] ng/mL) versus healthy participants (19.0 [13.8, 26.0] ng/mL), but was significantly lower in older adolescents ≥ 15 years old (16.4 [13.0, 21.2] ng/mL) compared with children ≤ 10 years old (22.9 [18.1, 28.4] ng/mL; P < 0.001) or 11-14 years old (22.4 [18.3, 31.2] ng/mL; P < 0.001). PRO-C3 was also directly correlated with levels of CTX-I and N-MID (r = 0.64 and r = 0.62, respectively; both P < 0.001). Among participants with NAFLD, PRO-C3 was higher in those with advanced fibrosis (median [IQR]: 28.5 [21.6, 37.6]) compared with none/mild fibrosis (20.3 [18.2, 22.8]; P = 0.020) in models adjusted for age, sex, and body mass index z-score. However, associations were attenuated after additionally adjusting for bone-remodeling CTX-I (P = 0.09) or N-MID (P = 0.08). Conclusion: Collectively, these findings show that PRO-C3 levels are higher in children with advanced fibrosis in NAFLD, but are also influenced by age and pubertal growth spurt, assessed by bone remodeling biomarkers, and therefore may not be a reliable biomarker for liver fibrosis in pediatric NAFLD until late adolescence.
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Affiliation(s)
- Catherine C Cohen
- Department of PediatricsEmory University School of MedicineAtlantaGAUSA.,Department of PediatricsUniversity of Colorado Denver Anschutz Medical CampusAuroraCOUSA
| | | | - Alton B Farris
- Department of Pathology and Laboratory MedicineEmory University School of MedicineAtlantaGAUSA
| | - Shelley A Caltharp
- Department of Pathology and Laboratory MedicineEmory University School of MedicineAtlantaGAUSA.,Children's Healthcare of AtlantaAtlantaGAUSA
| | - Rebecca L Cleeton
- Department of PediatricsEmory University School of MedicineAtlantaGAUSA
| | - Elizabeth M Sinclair
- Department of PediatricsEmory University School of MedicineAtlantaGAUSA.,Children's Healthcare of AtlantaAtlantaGAUSA
| | - Diane E Shevell
- Translational MedicineBristol Myers SquibbLawrencevilleNJUSA
| | | | | | - Diana J Leeming
- Nordic BioscienceFibrosis Biology and BiomarkersHerlevDenmark
| | - Miriam B Vos
- Department of PediatricsEmory University School of MedicineAtlantaGAUSA.,Children's Healthcare of AtlantaAtlantaGAUSA
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90
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Alkhouri N, Tincopa M, Loomba R, Harrison SA. What Does the Future Hold for Patients With Nonalcoholic Steatohepatitis: Diagnostic Strategies and Treatment Options in 2021 and Beyond? Hepatol Commun 2021; 5:1810-1823. [PMID: 34499435 PMCID: PMC8557311 DOI: 10.1002/hep4.1814] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Revised: 07/19/2021] [Accepted: 08/01/2021] [Indexed: 12/17/2022] Open
Abstract
Nonalcoholic steatohepatitis (NASH) can progress to cirrhosis and its complications, including hepatocellular carcinoma. Given that the majority of patients with NASH are asymptomatic, developing screening strategies to identify those individuals at risk for progressive NASH remains a highly unmet need. Furthermore, noninvasive tests that accurately predict disease progression as part of the natural history of NASH or regression in response to treatment are urgently needed to decrease the reliance on repeat liver biopsies. To date, there are no US Food and Drug Administration (FDA)-approved medications for NASH that can resolve steatohepatitis and lead to fibrosis regression. The lack of FDA-approved therapy has led to apathy in diagnosis and referral for specialty care. However, several therapeutic agents are rapidly progressing through the different phases of clinical trials with several already in phase 3 programs. In this review, we provide a summary of recent developments in NASH diagnostics and therapeutics that are likely to shape the future management of this underdiagnosed and undertreated disease.
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Affiliation(s)
| | | | - Rohit Loomba
- NAFLD Research CenterUniversity of California at San DiegoLa JollaCAUSA
| | - Stephen A Harrison
- Radcliffe Department of MedicineUniversity of OxfordOxfordUnited Kingdom.,Pinnacle Clinical ResearchSan AntonioTXUSA
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91
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Kabarra K, Golabi P, Younossi ZM. Nonalcoholic steatohepatitis: global impact and clinical consequences. Endocr Connect 2021; 10:R240-R247. [PMID: 34486981 PMCID: PMC8558888 DOI: 10.1530/ec-21-0048] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Accepted: 09/06/2021] [Indexed: 12/15/2022]
Abstract
Nonalcoholic fatty liver disease (NAFLD) encompasses a spectrum of liver diseases ranging from simple fatty infiltration of liver parenchyma to the potentially progressive type of NAFLD called nonalcoholic steatohepatitis (NASH). Given the obesity epidemic, NAFLD and NASH have reached alarming levels globally. Recent data suggest that more than a quarter of the world population is affected by NAFLD; however, the disease prevalence is higher in certain patient population, that is, 55% prevalence rate among patients with type 2 diabetes (T2DM). Besides T2DM, NAFLD is also closely related to other metabolic abnormalities, such as visceral obesity, hypertension, and hyperlipidemia. It has been suggested that stage of liver fibrosis is the most important factor associated with mortality among patients with NAFLD. Additionally, patients with T2DM have increased risk of adverse outcomes. In addition to these metabolic abnormalities, older age and some genetic factors could pose additional risks. Patients with NAFLD and NASH have significantly impaired health-related quality of life than the general population. There is also a growing economical impact of NAFLD and NASH on healthcare systems around the globe. Despite a number of promising regimens as treatment options, healthy lifestyle modification with diet and exercise remains at the core of management of NAFLD and NASH.
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Affiliation(s)
- Khaled Kabarra
- Center for Liver Diseases, Department of Medicine, Inova Fairfax Hospital, Falls Church, Virginia, USA
| | - Pegah Golabi
- Betty and Guy Beatty Center for Integrated Research, Inova Health System, Falls Church, Virginia, USA
| | - Zobair M Younossi
- Center for Liver Diseases, Department of Medicine, Inova Fairfax Hospital, Falls Church, Virginia, USA
- Betty and Guy Beatty Center for Integrated Research, Inova Health System, Falls Church, Virginia, USA
- Inova Medicine, Inova Health System, Falls Church, Virginia, USA
- Correspondence should be addressed to Z M Younossi:
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92
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Thiele M, Johansen S, Gudmann NS, Madsen B, Kjærgaard M, Nielsen MJ, Leeming DJ, Jacobsen S, Bendtsen F, Møller S, Detlefsen S, Karsdal M, Krag A. Progressive alcohol-related liver fibrosis is characterised by imbalanced collagen formation and degradation. Aliment Pharmacol Ther 2021; 54:1070-1080. [PMID: 34428307 PMCID: PMC9292476 DOI: 10.1111/apt.16567] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/20/2021] [Revised: 02/09/2021] [Accepted: 08/01/2021] [Indexed: 12/18/2022]
Abstract
BACKGROUND Liver fibrosis accumulation is considered a turnover disease, with formation exceeding degradation, although this hypothesis has never been tested in humans. AIMS To investigate extracellular matrix (ECM) remodelling in a biopsy-controlled study of alcohol-related liver disease (ALD) patients. METHODS We evaluated the relationship between formation and degradation of four collagens as a function of histological fibrosis, inflammation and steatosis in 281 patients with ALD and 50 matched healthy controls. Post hoc, we tested the findings in a cohort of patients with alcohol-related cirrhosis and assessed the collagens' prognostic accuracy. We assessed the fibrillar collagens type III (PRO-C3/C3M) and V (PRO-C5/C5M), the basement membrane collagen IV (PRO-C4/C4M), and the microfilament interface collagen VI (PRO-C6/C6M). RESULTS Mean age was 54 ± 6 years, 74% male, fibrosis stage F0/1/2/3/4 = 33/98/84/18/48. Compared to controls, patients with ALD had higher levels of type III collagen formation and degradation, with the highest concentrations in those with cirrhosis (PRO-C3 = 8.2 ± 1.7 ng/mL in controls, 14.6 ± 13.5 in ALD, 34.8 ± 23.1 in cirrhosis; C3M 7.4 ± 1.9 in controls, 9.3 ± 4.4 in ALD, 14.0 ± 5 in cirrhosis). ECM remodelling became increasingly imbalanced in higher stages of liver fibrosis, with formation progressively superseding degradation. This was particularly pronounced for type III collagen. We observed similar imbalance for inflammatory severity, but not steatosis. CONCLUSIONS ALD is characterised by both elevated collagen formation and degradation, which becomes increasingly imbalanced with more severe disease. Net increase in fibrillar collagens contributes to fibrosis progression. This has important implications for monitoring and very early identification of patients at highest risk of progressing to cirrhosis.
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Affiliation(s)
- Maja Thiele
- Fibrosis, Fatty Liver and Steatohepatitis Research Centre Odense (FLASH)Department of Gastroenterology and HepatologyOdense University HospitalOdenseDenmark,Department of Clinical ResearchFaculty of Health SciencesUniversity of Southern DenmarkOdenseDenmark
| | - Stine Johansen
- Fibrosis, Fatty Liver and Steatohepatitis Research Centre Odense (FLASH)Department of Gastroenterology and HepatologyOdense University HospitalOdenseDenmark
| | | | - Bjørn Madsen
- Fibrosis, Fatty Liver and Steatohepatitis Research Centre Odense (FLASH)Department of Gastroenterology and HepatologyOdense University HospitalOdenseDenmark
| | - Maria Kjærgaard
- Fibrosis, Fatty Liver and Steatohepatitis Research Centre Odense (FLASH)Department of Gastroenterology and HepatologyOdense University HospitalOdenseDenmark
| | | | | | - Suganya Jacobsen
- Fibrosis, Fatty Liver and Steatohepatitis Research Centre Odense (FLASH)Department of Gastroenterology and HepatologyOdense University HospitalOdenseDenmark
| | - Flemming Bendtsen
- Gastro Unit, Medical SectionHvidovre University HospitalHvidovreDenmark,Department of Clinical MedicineFaculty of Health SciencesUniversity of CopenhagenHvidovreDenmark
| | - Søren Møller
- Department of Clinical MedicineFaculty of Health SciencesUniversity of CopenhagenHvidovreDenmark,Department of Clinical Physiology and Nuclear MedicineCentre for Functional and Diagnostic Imaging and ResearchHvidovre HospitalHvidovreDenmark
| | - Sönke Detlefsen
- Department of Clinical ResearchFaculty of Health SciencesUniversity of Southern DenmarkOdenseDenmark,Department of PathologyOdense University HospitalOdenseDenmark
| | - Morten Karsdal
- Nordic Bioscience A/SHerlevDenmark,Department of Molecular MedicineFaculty of Health SciencesUniversity of Southern DenmarkOdenseDenmark
| | - Aleksander Krag
- Fibrosis, Fatty Liver and Steatohepatitis Research Centre Odense (FLASH)Department of Gastroenterology and HepatologyOdense University HospitalOdenseDenmark,Department of Clinical ResearchFaculty of Health SciencesUniversity of Southern DenmarkOdenseDenmark
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93
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Terai S, Tsuchiya A, Watanabe Y, Takeuchi S. Transition of clinical and basic studies on liver cirrhosis treatment using cells to seek the best treatment. Inflamm Regen 2021; 41:27. [PMID: 34530931 PMCID: PMC8444392 DOI: 10.1186/s41232-021-00178-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Accepted: 09/06/2021] [Indexed: 02/08/2023] Open
Abstract
The liver is a highly regenerative organ; however, its regeneration potential is reduced by chronic inflammation with fibrosis accumulation, leading to cirrhosis. With an aim to tackle liver cirrhosis, a life-threatening disease, trials of autologous bone marrow cell infusion (ABMi) therapy started in 2003. Clinical studies revealed that ABMi attenuated liver fibrosis and improved liver function in some patients; however, this therapy has some limitations such as the need of general anesthesia. Following ABMi therapy, studies have focused on specific cells such as mesenchymal stromal cells (MSCs) from a variety of tissues such as bone marrow, adipose tissue, and umbilical cord tissues. Particularly, studies have focused on gaining mechanistic insights into MSC distribution and effects on immune cells, especially macrophages. Several basic studies have reported the use of MSCs for liver cirrhosis models, while a number of clinical studies have used autologous and allogeneic MSCs; however, there are only a few reports on the obvious substantial effect of MSCs in clinical studies. Since then, studies have analyzed and identified the important signals or components in MSCs that regulate immune cells, such as macrophages, under cirrhotic conditions and have revealed that MSC-derived exosomes are key regulators. Researchers are still seeking the best approach and filling the gap between basic and clinical studies to treat liver cirrhosis. This paper highlights the timeline of basic and clinical studies analyzing ABMi and MSC therapies for cirrhosis and the scope for future studies and therapy.
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Affiliation(s)
- Shuji Terai
- Division of Gastroenterology and Hepatology, Graduate School of Medical and Dental Sciences, Niigata University, 1-757 Asahimachi-dori, Chuo-ku, Niigata, 951-8510, Japan.
| | - Atsunori Tsuchiya
- Division of Gastroenterology and Hepatology, Graduate School of Medical and Dental Sciences, Niigata University, 1-757 Asahimachi-dori, Chuo-ku, Niigata, 951-8510, Japan
| | - Yusuke Watanabe
- Division of Gastroenterology and Hepatology, Graduate School of Medical and Dental Sciences, Niigata University, 1-757 Asahimachi-dori, Chuo-ku, Niigata, 951-8510, Japan
| | - Suguru Takeuchi
- Division of Gastroenterology and Hepatology, Graduate School of Medical and Dental Sciences, Niigata University, 1-757 Asahimachi-dori, Chuo-ku, Niigata, 951-8510, Japan
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94
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Alhinai A, Patel K, Fonseca VA, Sebastiani G. Non-invasive diagnosis of nonalcoholic fatty liver disease in patients with type 2 diabetes. J Diabetes Complications 2021; 35:107978. [PMID: 34183247 DOI: 10.1016/j.jdiacomp.2021.107978] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Revised: 05/19/2021] [Accepted: 06/12/2021] [Indexed: 02/07/2023]
Abstract
Liver disease has emerged as a significant cause of death in people with type 2 diabetes (T2D). Due to a common underlying pathogenic mechanism, namely insulin resistance, T2D represents the main risk factor for nonalcoholic fatty liver disease (NAFLD), characterized by a buildup of fat in the liver. Globally, NAFLD is the most common liver disease, affecting a quarter of the general adult population. The development of nonalcoholic steatohepatitis (NASH) signifies an increased risk of liver fibrosis progression that can result in cirrhosis, hepatocellular carcinoma (HCC), and death. Liver fibrosis progression and development of cirrhosis is mostly asymptomatic until complications from decompensated end-stage liver disease arise. Traditionally, liver biopsy is used to diagnose NASH and stage fibrosis, however, it is invasive and costly. Non-invasive diagnostic alternatives include serum biomarkers and imaging techniques. Early identification of advanced liver fibrosis is pivotal to prompt initiation of targeted surveillance, including screening for HCC, as well as providing options for current and investigational therapeutic interventions to reduce fibrosis progression. This review gives an update on non-invasive diagnostic tools for NAFLD and liver fibrosis in the specific context of T2D, providing clinicians a pragmatic diagnostic approach to this frequent comorbidity in diabetes medicine.
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Affiliation(s)
- Alshaima Alhinai
- Division of Experimental Medicine, McGill University, Montreal, QC, Canada
| | - Keyur Patel
- Division of Gastroenterology and Hepatology, University Health Network Toronto, Toronto General Hospital, Toronto, ON, Canada
| | - Vivian A Fonseca
- Department of Medicine, Division of Endocrinology and Metabolism, School of Medicine, Tulane University Health Sciences Center, New Orleans, LA, USA
| | - Giada Sebastiani
- Division of Experimental Medicine, McGill University, Montreal, QC, Canada; Division of Gastroenterology and Hepatology, McGill University Health Centre, Montreal, QC, Canada.
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95
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Madsen BS, Thiele M, Detlefsen S, Kjærgaard M, Møller LS, Trebicka J, Nielsen MJ, Gudmann NS, Leeming DJ, Karsdal MA, Krag A. PRO-C3 and ADAPT algorithm accurately identify patients with advanced fibrosis due to alcohol-related liver disease. Aliment Pharmacol Ther 2021; 54:699-708. [PMID: 34251031 PMCID: PMC9291925 DOI: 10.1111/apt.16513] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/02/2021] [Revised: 02/08/2021] [Accepted: 06/17/2021] [Indexed: 12/15/2022]
Abstract
BACKGROUND Alcohol is a main cause of preventable deaths and frequently leads to the development of alcohol-related liver disease. Due to the lack of diagnostics, patients are commonly diagnosed after developing clinical manifestations. Recently, the biomarker PRO-C3 was shown to accurately identify fibrosis due to non-alcoholic fatty liver disease. AIM To assess the diagnostic accuracy of PRO-C3, the ADAPT score and best-performing non-patented serological test to detect advanced alcohol-related liver fibrosis. METHODS We enrolled 426 patients with alcohol overuse in a prospective biopsy-controlled study. We evaluated the accuracy of PRO-C3 and the PRO-C3-based algorithm ADAPT to detect advanced liver fibrosis. RESULTS The accuracy of PRO-C3 was good with an AUROC of 0.85 (95% CI 0.79-0.90). The best-performing non-patented test was the Forns index with an AUROC of 0.83 (95% CI 0.78-0.89). The ADAPT algorithm performed better as compared to both the Forns index and PRO-C3 alone with an AUROC = 0.88 (95% CI 0.83-0.93). CONCLUSION PRO-C3 is a new marker with high accuracy to detect advanced alcohol-related liver fibrosis. The diagnostic accuracy of PRO-C3 can be further improved by using the ADAPT algorithm in which the test outperforms currently available non-patented serological fibrosis markers. The study is registered in the Odense Patient Data Exploratory Network (OPEN) under study identification numbers OP_040 (https://open.rsyd.dk/OpenProjects/da/openProject.jsp?openNo=40) and OP_239 (https://open.rsyd.dk/OpenProjects/openProject.jsp?openNo=239&lang=da).
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Affiliation(s)
- Bjørn S. Madsen
- Department of Gastroenterology and HepatologyOdense University HospitalOdense CDenmark,OPENOdense Patient Data Exploratory NetworkOdense University HospitalOdense CDenmark
| | - Maja Thiele
- Department of Gastroenterology and HepatologyOdense University HospitalOdense CDenmark,OPENOdense Patient Data Exploratory NetworkOdense University HospitalOdense CDenmark
| | - Sönke Detlefsen
- Department of PathologyOdense University HospitalOdense CDenmark,Institute of Clinical ResearchUniversity of Southern DenmarkOdense CDenmark
| | - Maria Kjærgaard
- Department of Gastroenterology and HepatologyOdense University HospitalOdense CDenmark,OPENOdense Patient Data Exploratory NetworkOdense University HospitalOdense CDenmark
| | - Linda S. Møller
- Department of Gastroenterology and HepatologyOdense University HospitalOdense CDenmark,OPENOdense Patient Data Exploratory NetworkOdense University HospitalOdense CDenmark
| | - Jonel Trebicka
- Institute of Clinical ResearchUniversity of Southern DenmarkOdense CDenmark,Department of Internal Medicine IUniversity Clinic FrankfurtFrankfurtGermany,European Foundation for the Study of Chronic Liver Failure – EF ClifBarcelonaSpain,Institute for Bioengineering of CataloniaBarcelonaSpain
| | | | | | | | | | - Aleksander Krag
- Department of Gastroenterology and HepatologyOdense University HospitalOdense CDenmark,OPENOdense Patient Data Exploratory NetworkOdense University HospitalOdense CDenmark
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96
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Pan Z, Fan JG, Eslam M. An update on drug development for the treatment of metabolic (dysfunction) associated fatty liver disease: Progress and opportunities. Curr Opin Pharmacol 2021; 60:170-176. [PMID: 34455284 DOI: 10.1016/j.coph.2021.07.007] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Revised: 05/25/2021] [Accepted: 07/07/2021] [Indexed: 12/23/2022]
Abstract
Despite the rising health burden of metabolic (dysfunction) associated fatty liver disease (MAFLD), there are no approved pharmacotherapies for MAFLD currently. This situation led to a significant escalation in drug development and randomized controlled trials for MAFLD, particularly as novel information about its molecular pathogenesis unfolds. Currently, there are numerous investigational candidate drugs for MAFLD in various stages of clinical development that act on different pathophysiological processes, such as metabolism/steatosis, inflammation or fibrosis. Here, we provide an update on drug development for the treatment of MAFLD and discuss the prospects and challenges for improving and accelerating the nonalcoholic fatty liver disease drug discovery pipeline.
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Affiliation(s)
- Ziyan Pan
- Storr Liver Centre, Westmead Institute for Medical Research, Westmead Hospital and University of Sydney, Sydney, 2145, NSW, Australia
| | - Jian-Gao Fan
- Center for Fatty Liver, Department of Gastroenterology, Xin Hua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai Key Lab of Pediatric Gastroenterology and Nutrition, Shanghai, China
| | - Mohammed Eslam
- Storr Liver Centre, Westmead Institute for Medical Research, Westmead Hospital and University of Sydney, Sydney, 2145, NSW, Australia.
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97
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Karsdal MA, Genovese F, Rasmussen DGK, Bay-Jensen AC, Mortensen JH, Holm Nielsen S, Willumsen N, Jensen C, Manon-Jensen T, Jennings L, Reese-Petersen AL, Henriksen K, Sand JM, Bager C, Leeming DJ. Considerations for understanding protein measurements: Identification of formation, degradation and more pathological relevant epitopes. Clin Biochem 2021; 97:11-24. [PMID: 34453894 DOI: 10.1016/j.clinbiochem.2021.08.007] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Revised: 08/06/2021] [Accepted: 08/23/2021] [Indexed: 01/01/2023]
Abstract
OBJECTIVES There is a need for precision medicine and an unspoken promise of an optimal approach for identification of the right patients for value-based medicine based on big data. However, there may be a misconception that measurement of proteins is more valuable than measurement of fewer selected biomarkers. In population-based research, variation may be somewhat eliminated by quantity. However, this fascination of numbers may limit the attention to and understanding of the single. This review highlights that protein measurements (with collagens as examples) may mean different things depending on the targeted epitope - formation or degradation of tissues, and even signaling potential of proteins. DESIGN AND METHODS PubMed was searched for collagen, neo-epitope, biomarkers. RESULTS Ample examples of assays with specific epitopes, either pathological such as HbA1c, or domain specific such as pro-peptides, which total protein arrays would not have identified were evident. CONCLUSIONS We suggest that big data may be considered as the funnel of data points, in which most important parameters will be selected. If the technical precision is low or the biological accuracy is limited, and we include suboptimal quality of biomarkers, disguised as big data, we may not be able to fulfill the promise of helping patients searching for the optimal treatment. Alternatively, if the technical precision of the total protein quantification is high, but we miss the functional domains with the most considerable biological meaning, we miss the most important and valuable information of a given protein. This review highlights that measurements of the same protein in different ways may provide completely different meanings. We need to understand the pathological importance of each epitope quantified to maximize protein measurements.
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Affiliation(s)
- M A Karsdal
- Nordic Bioscience, Biomarkers & Research A/S, Herlev, Denmark.
| | - F Genovese
- Nordic Bioscience, Biomarkers & Research A/S, Herlev, Denmark
| | - D G K Rasmussen
- Nordic Bioscience, Biomarkers & Research A/S, Herlev, Denmark
| | - A C Bay-Jensen
- Nordic Bioscience, Biomarkers & Research A/S, Herlev, Denmark
| | - J H Mortensen
- Nordic Bioscience, Biomarkers & Research A/S, Herlev, Denmark
| | - S Holm Nielsen
- Nordic Bioscience, Biomarkers & Research A/S, Herlev, Denmark
| | - N Willumsen
- Nordic Bioscience, Biomarkers & Research A/S, Herlev, Denmark
| | - C Jensen
- Nordic Bioscience, Biomarkers & Research A/S, Herlev, Denmark
| | - T Manon-Jensen
- Nordic Bioscience, Biomarkers & Research A/S, Herlev, Denmark
| | | | | | - K Henriksen
- Nordic Bioscience, Biomarkers & Research A/S, Herlev, Denmark
| | - J M Sand
- Nordic Bioscience, Biomarkers & Research A/S, Herlev, Denmark
| | - C Bager
- Nordic Bioscience, Biomarkers & Research A/S, Herlev, Denmark
| | - D J Leeming
- Nordic Bioscience, Biomarkers & Research A/S, Herlev, Denmark
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98
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Chang E, Chang JS, Kong ID, Baik SK, Kim MY, Park KS. Multidimensional Biomarker Analysis Including Mitochondrial Stress Indicators for Nonalcoholic Fatty Liver Disease. Gut Liver 2021; 16:171-189. [PMID: 34420934 PMCID: PMC8924798 DOI: 10.5009/gnl210106] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 06/15/2021] [Accepted: 06/22/2021] [Indexed: 11/22/2022] Open
Abstract
Nonalcoholic fatty liver disease (NAFLD) is accompanied by a complex and multifactorial pathogenesis with sequential progressions from inflammation to fibrosis and then to cancer. This heterogeneity interferes with the development of precise diagnostic and prognostic strategies for NAFLD. The current approach for the diagnosis of simple steatosis, steatohepatitis, and cirrhosis mainly consists of ultrasonography, magnetic resonance imaging, elastography, and various serological analyses. However, individual dry and wet biomarkers have limitations demanding an integrative approach for the assessment of disease progression. Here, we review diagnostic strategies for simple steatosis, steatohepatitis and hepatic fibrosis, followed by potential biomarkers associated with fat accumulation and mitochondrial stress. For mitochondrial stress indicators, we focused on fibroblast growth factor 21 (FGF21), growth differentiation factor 15 (GDF15), angiopoietin-related growth factor and mitochondrial-derived peptides. Each biomarker may not strongly indicate the severity of steatosis or steatohepatitis. Instead, multidimensional analysis of different groups of biomarkers based on pathogenic mechanisms may provide decisive diagnostic/prognostic information to develop a therapeutic plan for patients with NAFLD. For this purpose, mitochondrial stress indicators, such as FGF21 or GDF15, could be an important component in the multiplexed and contextual interpretation of NAFLD. Further validation of the integrative evaluation of mitochondrial stress indicators combined with other biomarkers is needed in the diagnosis/prognosis of NAFLD.
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Affiliation(s)
- Eunha Chang
- Department of Physiology, Yonsei University Wonju College of Medicine, Wonju, Korea.,Department of Mitohormesis Research Center, Yonsei University Wonju College of Medicine, Wonju, Korea
| | - Jae Seung Chang
- Department of Mitohormesis Research Center, Yonsei University Wonju College of Medicine, Wonju, Korea
| | - In Deok Kong
- Department of Physiology, Yonsei University Wonju College of Medicine, Wonju, Korea
| | - Soon Koo Baik
- Department of Mitohormesis Research Center, Yonsei University Wonju College of Medicine, Wonju, Korea.,Department of Department of Internal Medicine, Yonsei University Wonju College of Medicine, Wonju, Korea
| | - Moon Young Kim
- Department of Mitohormesis Research Center, Yonsei University Wonju College of Medicine, Wonju, Korea.,Department of Department of Internal Medicine, Yonsei University Wonju College of Medicine, Wonju, Korea
| | - Kyu-Sang Park
- Department of Physiology, Yonsei University Wonju College of Medicine, Wonju, Korea.,Department of Mitohormesis Research Center, Yonsei University Wonju College of Medicine, Wonju, Korea
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99
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Erhardtsen E, Rasmussen DG, Frederiksen P, Leeming DJ, Shevell D, Gluud LL, Karsdal MA, Aithal GP, Schattenberg JM. Determining a healthy reference range and factors potentially influencing PRO-C3 - A biomarker of liver fibrosis. JHEP Rep 2021; 3:100317. [PMID: 34466796 PMCID: PMC8385245 DOI: 10.1016/j.jhepr.2021.100317] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2021] [Revised: 04/19/2021] [Accepted: 05/07/2021] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND & AIMS Progressive fibrosis has been identified as the major predictor of mortality in patients with non-alcoholic fatty liver disease (NAFLD). Several biomarkers are currently being evaluated for their ability to substitute the liver biopsy as the reference standard. Recent clinical studies in NAFLD/NASH patients support the utility of PRO-C3, a marker of type III collagen formation, as a marker for the degree of fibrosis, disease activity, and effect of treatment. Here we establish the healthy reference range, optimal sample handling conditions for both short- and long-term serum storage, and robustness for the PRO-C3 assay. METHODS PRO-C3 was measured in 269 healthy volunteers and in 222 NAFLD patients. Robustness of the PRO-C3 assay was measured according to Clinical and Laboratory Standards Institute standards and included validation of interference, precision, and reagent stability, whilst sample stability was defined for storage at different temperatures and for 3 freeze-thaw cycles. Fibrosis scoring was based on histological assessments and used as a reference for the diagnostic ability of PRO-C3 to discriminate between patients with different levels of fibrosis. RESULTS Robustness of the PRO-C3 analysis validated by interference, precision, and reagent stability was found to be within the predefined acceptance criteria. The healthy reference range was determined to be 6.1-14.7 ng/ml. Levels of PRO-C3 were not affected by sex, age, BMI, or ethnicity. Levels of PRO-C3 were able to identify patients with clinically significant fibrosis and advanced fibrosis (AUC = 0.83 (95% CI [0.77-0.88], p <0.0001), and AUC = 0.79 (95% CI [0.73-0.85], p <0.0001), respectively). CONCLUSIONS The assay proved to be robust and sample stability was found to comply with hospital sample handling requirements. PRO-C3 measured in samples from patients with NAFLD/NASH was diagnostic for significant and advanced liver fibrosis. LAY SUMMARY We showed that PRO-C3 levels were stable under conditions conforming with hospital sample-handling requirements. We determined a healthy reference range and showed that PRO-C3 levels were not associated with sex, age, BMI, or ethnicity. Finally, we provide further evidence of an association of PRO-C3 with increasing liver fibrosis.
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Key Words
- ADAM, A Disintegrin and Metalloproteases
- ALP, alkaline phosphatase
- ALT, alanine aminotransferase
- AST, aspartate aminotransferase
- AUROC, area under the receiver operating characteristics curve
- Biomarkers
- Biopsy
- Body mass index
- CLSI, Clinical and Laboratory Standards Institute
- Collagen type III
- ELF™ test, Enhanced Liver Fibrosis test
- Ethnic groups
- FIB-4, fibrosis-4
- Fibrosis
- Healthy volunteers
- Hospitals
- Humans
- LITMUS, Liver Investigation: Testing Marker Utility in Steatohepatitis (consortium)
- NAFLD, non-alcoholic fatty liver disease
- NAS, NAFLD Activity Score
- NASH, non-alcoholic steatohepatitis
- NASH-CRN, NASH Clinical Research Network
- NIMBLE, Non-Invasive Biomarkers of Metabolic Liver Disease (consortium)
- NPV, negative predictive value
- Non-alcoholic fatty liver disease
- PPV, positive predictive value
- Reference standards
- Reference values
- T2DM, type 2 diabetes mellitus
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Affiliation(s)
| | | | | | | | - Diane Shevell
- Innovative Medicine, Bristol Myers-Squibb, Princeton, NJ, USA
| | - Lise Lotte Gluud
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Gastro Unit, Medical Division, Hvidovre Hospital, University of Copenhagen, Hvidovre, Denmark
| | | | - Guruprasad P. Aithal
- Nottingham Digestive Diseases Centre, University of Nottingham, Nottingham, UK
- NIHR Nottingham Biomedical Research Centre at the Nottingham University Hospitals NHS Trust and the University of Nottingham, Nottingham, UK
- Medical Research Council (MRC), Nottingham Molecular Pathology Node, University of Nottingham, Nottingham, UK
| | - Jörn M. Schattenberg
- Department of Internal Medicine I, University Medical Centre of the Johannes Gutenberg-University, Mainz, Germany
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Incorporating fatty liver disease in multidisciplinary care and novel clinical trial designs for patients with metabolic diseases. Lancet Gastroenterol Hepatol 2021; 6:743-753. [PMID: 34265276 DOI: 10.1016/s2468-1253(21)00132-1] [Citation(s) in RCA: 54] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2021] [Revised: 03/24/2021] [Accepted: 03/26/2021] [Indexed: 02/08/2023]
Abstract
With the global epidemics of obesity and associated conditions, including type 2 diabetes, metabolic dysfunction-associated fatty liver disease, chronic kidney disease, hypertension, stroke, cardiovascular disease, osteoporosis, cancer, and cognitive changes, the prevalence of multimorbidity is rapidly increasing worldwide. In this Review, a panel of international experts from across the spectrum of metabolic diseases come together to identify the challenges and provide perspectives on building a framework for a virtual primary care-driven, patient-centred, multidisciplinary model to deliver holistic care for patients with metabolic dysfunction-associated fatty liver disease and associated metabolic diseases. We focus on clinical care and innovative trial design for metabolic dysfunction-associated fatty liver disease and associated metabolic diseases. This work represents a call to action to promote collaboration and partnerships between stakeholders for improving the lives of people with, or at risk of, metabolic dysfunction-associated fatty liver disease and associated metabolic diseases.
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