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Cerban R, Iacob S, Ester C, Ghioca M, Chitul M, Iacob R, Gheorghe L. Liver Elastography Methods for Diagnosis of De Novo and Recurrent Hepatocellular Carcinoma. Diagnostics (Basel) 2025; 15:1087. [PMID: 40361905 PMCID: PMC12072106 DOI: 10.3390/diagnostics15091087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2025] [Revised: 04/11/2025] [Accepted: 04/12/2025] [Indexed: 05/15/2025] Open
Abstract
Hepatocellular carcinoma (HCC), a common consequence of chronic liver disease, ranks among the most prevalent cancers globally and contributes significantly to cancer-related mortality. Liver fibrosis is intimately associated with hepatic function and the likelihood of future HCC occurrence. Despite the fact that liver biopsy continues to be the gold standard for diagnosing fibrosis, its utility is hindered by cost and invasiveness, along with patient unease, procedural rejection, and potential adverse effects. Liver elastography has become a leading noninvasive means of assessing tissue stiffness with considerable diagnostic precision. Malignant tumors generally exhibit higher cellularity in comparison to benign ones, resulting in increased stiffness. Elastography techniques capitalize on alterations in tissue elasticity stemming from specific pathological or physiological processes. Technological innovations, such as advanced ultrasound imaging and artificial intelligence (AI)-integrated systems, are paving the way for enhanced diagnostic accuracy and risk prediction. Recent research underscores the potential of elastography in managing HCC patients, presenting novel clinical applications, including prediction of HCC development, differentiation between malignant and benign liver lesions, evaluating treatment response, and forecasting recurrence post-treatment, though certain findings remain contentious. Therefore, this review aims to sum up the latest advancements in liver elastography for HCC patients, outlining its applications while addressing existing limitations and avenues for future progress.
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Affiliation(s)
- Razvan Cerban
- Faculty of Medicine, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania; (R.C.); (C.E.); (M.C.); (R.I.); (L.G.)
- Center for Digestive Diseases and Liver Transplant, Fundeni Clinical Institute, 022328 Bucharest, Romania;
| | - Speranta Iacob
- Faculty of Medicine, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania; (R.C.); (C.E.); (M.C.); (R.I.); (L.G.)
- Center for Digestive Diseases and Liver Transplant, Fundeni Clinical Institute, 022328 Bucharest, Romania;
| | - Carmen Ester
- Faculty of Medicine, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania; (R.C.); (C.E.); (M.C.); (R.I.); (L.G.)
- Center for Digestive Diseases and Liver Transplant, Fundeni Clinical Institute, 022328 Bucharest, Romania;
| | - Mihaela Ghioca
- Center for Digestive Diseases and Liver Transplant, Fundeni Clinical Institute, 022328 Bucharest, Romania;
| | - Mirela Chitul
- Faculty of Medicine, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania; (R.C.); (C.E.); (M.C.); (R.I.); (L.G.)
| | - Razvan Iacob
- Faculty of Medicine, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania; (R.C.); (C.E.); (M.C.); (R.I.); (L.G.)
- Center for Digestive Diseases and Liver Transplant, Fundeni Clinical Institute, 022328 Bucharest, Romania;
| | - Liana Gheorghe
- Faculty of Medicine, Carol Davila University of Medicine and Pharmacy, 050474 Bucharest, Romania; (R.C.); (C.E.); (M.C.); (R.I.); (L.G.)
- Center for Digestive Diseases and Liver Transplant, Fundeni Clinical Institute, 022328 Bucharest, Romania;
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Luthra R, Sheth A. Understanding MASH: An Examination of Progression and Clinical Outcomes by Disease Severity in the TARGET-NASH Database. Adv Ther 2025; 42:1165-1195. [PMID: 39739194 PMCID: PMC11787050 DOI: 10.1007/s12325-024-03085-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2024] [Accepted: 12/04/2024] [Indexed: 01/02/2025]
Abstract
INTRODUCTION Metabolic dysfunction-associated steatohepatitis (MASH), the progressive form of metabolic dysfunction-associated steatotic liver disease (MASLD), is linked to cardiometabolic risk factors such as obesity and type 2 diabetes (T2D). The rising prevalence of MASH and risk of hepatic and extra-hepatic complications emphasize the need for a better understanding of disease progression and associated outcomes. This study aimed to evaluate the incidence of, and demographic and clinical characteristics associated with, progression to MASH-related complications by disease severity in patients with non-cirrhotic MASH or MASH cirrhosis. Alignment between noninvasive tests (NITs) and biopsy-determined fibrosis stage was also assessed. METHODS This analysis used data from the TARGET-NASH cohort that includes adults with MASH across academic and community sites in the United States. Patients with non-cirrhotic MASH or MASH cirrhosis were stratified by disease severity based on fibrosis stage or cirrhosis. Progression to MASH-related outcomes, including all-cause mortality, cirrhosis, and liver transplantation, was assessed. RESULTS Among the 2378 patients included in this analysis, 48% had MASH cirrhosis. Incidence of all-cause mortality increased with disease severity from 0.14/100 person-months (100PM) at fibrosis stage 0-1 (F0-F1) to 2.02/100PM with compensated cirrhosis and 4.62/100PM with decompensated cirrhosis. Compared with patients with F0-F1, risk of progression to cirrhosis was higher in patients with F3 [hazard ratio (HR), 95% confidence interval (CI); 18.66, 10.97-31.73] and F2 (HR, 95% CI; 3.74, 2.00-6.98). Among those who progressed to MASH-related outcomes, 67.9% had T2D and 73.9% had hypertension. Vibration-controlled transient elastography showed better alignment with biopsy-determined fibrosis stage than Fibrosis-4 Index (FIB-4). CONCLUSIONS Progression to all-cause mortality in patients with MASH was significantly associated with the presence of higher fibrosis stage and cirrhosis. Cardiometabolic comorbidities such as T2D and hypertension were prevalent in patients with MASH progression. Early identification and management of MASH may mitigate disease progression and liver-related complications.
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Affiliation(s)
- Rakesh Luthra
- Novo Nordisk Inc., 800 Scudders Mill Rd, Plainsboro, NJ, 08536, USA
| | - Aarth Sheth
- Novo Nordisk Inc., 800 Scudders Mill Rd, Plainsboro, NJ, 08536, USA.
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Duarte-Rojo A, Taouli B, Leung DH, Levine D, Nayfeh T, Hasan B, Alsawaf Y, Saadi S, Majzoub AM, Manolopoulos A, Haffar S, Dundar A, Murad MH, Rockey DC, Alsawas M, Sterling RK. Imaging-based noninvasive liver disease assessment for staging liver fibrosis in chronic liver disease: A systematic review supporting the AASLD Practice Guideline. Hepatology 2025; 81:725-748. [PMID: 38489521 DOI: 10.1097/hep.0000000000000852] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Accepted: 01/19/2024] [Indexed: 03/17/2024]
Abstract
BACKGROUND AND AIMS Transient elastography (TE), shear wave elastography, and/or magnetic resonance elastography (MRE), each providing liver stiffness measurement (LSM), are the most studied imaging-based noninvasive liver disease assessment (NILDA) techniques. To support the American Association for the Study of Liver Diseases guidelines on NILDA, we summarized the evidence on the accuracy of these LSM methods to stage liver fibrosis (F). APPROACH AND RESULTS A comprehensive search for studies assessing LSM by TE, shear wave elastography, or MRE for the identification of significant fibrosis (F2-4), advanced fibrosis (F3-4), or cirrhosis (F4), using histopathology as the standard of reference by liver disease etiology in adults or children from inception to April 2022 was performed. We excluded studies with <50 patients with a single disease entity and mixed liver disease etiologies (with the exception of HCV/HIV coinfection). Out of 9447 studies, 240 with 61,193 patients were included in this systematic review. In adults, sensitivities for the identification of F2-4 ranged from 51% to 95%, for F3-4 from 70% to 100%, and for F4 from 60% to 100% across all techniques/diseases, whereas specificities ranged from 36% to 100%, 74% to 100%, and 67% to 99%, respectively. The largest body of evidence available was for TE; MRE appeared to be the most accurate method. Imaging-based NILDA outperformed blood-based NILDA in most comparisons, particularly for the identification of F3-4/F4. In the pediatric population, imaging-based NILDA is likely as accurate as in adults. CONCLUSIONS LSM from TE, shear wave elastography, and MRE shows acceptable to outstanding accuracy for the detection of liver fibrosis across various liver disease etiologies. Accuracy increased from F2-4 to F3-4 and was the highest for F4. Further research is needed to better standardize the use of imaging-based NILDA, particularly in pediatric liver diseases.
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Affiliation(s)
- Andres Duarte-Rojo
- Division of Gastroenterology and Hepatology, Northwestern Medicine and Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Bachir Taouli
- Department of Diagnostic, Molecular and Interventional Radiology, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Daniel H Leung
- Department of Pediatrics, Baylor College of Medicine and Division of Gastroenterology, Hepatology and Nutrition, Texas Children's Hospital, Houston, Texas, USA
| | - Deborah Levine
- Department of Radiology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Tarek Nayfeh
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Bashar Hasan
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Yahya Alsawaf
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Samer Saadi
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | | | | | - Samir Haffar
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Ayca Dundar
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | - M Hassan Murad
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Don C Rockey
- Digestive Disease Research Center, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Mouaz Alsawas
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Richard K Sterling
- Section of Hepatology, Department of Medicine, Virginia Commonwealth University, Richmond, Virginia, USA
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Patel K, Asrani SK, Fiel MI, Levine D, Leung DH, Duarte-Rojo A, Dranoff JA, Nayfeh T, Hasan B, Taddei TH, Alsawaf Y, Saadi S, Majzoub AM, Manolopoulos A, Alzuabi M, Ding J, Sofiyeva N, Murad MH, Alsawas M, Rockey DC, Sterling RK. Accuracy of blood-based biomarkers for staging liver fibrosis in chronic liver disease: A systematic review supporting the AASLD Practice Guideline. Hepatology 2025; 81:358-379. [PMID: 38489517 DOI: 10.1097/hep.0000000000000842] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Accepted: 02/19/2024] [Indexed: 03/17/2024]
Abstract
BACKGROUND AND AIMS Blood-based biomarkers have been proposed as an alternative to liver biopsy for noninvasive liver disease assessment in chronic liver disease. Our aims for this systematic review were to evaluate the diagnostic utility of selected blood-based tests either alone, or in combination, for identifying significant fibrosis (F2-4), advanced fibrosis (F3-4), and cirrhosis (F4), as compared to biopsy in chronic liver disease. APPROACH AND RESULTS We included a comprehensive search of databases including Ovid MEDLINE(R), EMBASE, Cochrane Database, and Scopus through to April 2022. Two independent reviewers selected 286 studies with 103,162 patients. The most frequently identified studies included the simple aspartate aminotransferase-to-platelet ratio index and fibrosis (FIB)-4 markers (with low-to-moderate risk of bias) in HBV and HCV, HIV-HCV/HBV coinfection, and NAFLD. Positive (LR+) and negative (LR-) likelihood ratios across direct and indirect biomarker tests for HCV and HBV for F2-4, F3-4, or F4 were 1.66-6.25 and 0.23-0.80, 1.89-5.24 and 0.12-0.64, and 1.32-7.15 and 0.15-0.86, respectively; LR+ and LR- for NAFLD F2-4, F3-4, and F4 were 2.65-3.37 and 0.37-0.39, 2.25-6.76 and 0.07-0.87, and 3.90 and 0.15, respectively. Overall, the proportional odds ratio indicated FIB-4 <1.45 was better than aspartate aminotransferase-to-platelet ratio index <0.5 for F2-4. FIB-4 >3.25 was also better than aspartate aminotransferase-to-platelet ratio index >1.5 for F3-4 and F4. There was limited data for combined tests. CONCLUSIONS Blood-based biomarkers are associated with small-to-moderate change in pretest probability for diagnosing F2-4, F3-4, and F4 in viral hepatitis, HIV-HCV coinfection, and NAFLD, with limited comparative or combination studies for other chronic liver diseases.
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Affiliation(s)
- Keyur Patel
- Department of Medcine, Division of Gastroenterology and Hepatology, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Sumeet K Asrani
- Department of Medicine, Division of Hepatology, Baylor University Medical Center, Dallas, Texas, USA
| | - Maria Isabel Fiel
- Department of Pathology, Molecular and Cell-Based Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Deborah Levine
- Department of Radiology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Daniel H Leung
- Department of Pediatrics, Baylor College of Medicine and Division of Gastroenterology, Hepatology and Nutrition, Texas Children's Hospital, Houston, Texas, USA
| | - Andres Duarte-Rojo
- Division of Gastroenterology and Hepatology, Northwestern Medicine and Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Jonathan A Dranoff
- Yale School of Medicine, Department of Internal Medicine, Section of Digestive Diseases, New Haven, Connecticut, USA
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Tarek Nayfeh
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Bashar Hasan
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Tamar H Taddei
- Yale School of Medicine, Department of Internal Medicine, Section of Digestive Diseases, New Haven, Connecticut, USA
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Yahya Alsawaf
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Samer Saadi
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | | | | | - Muayad Alzuabi
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Jingyi Ding
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Nigar Sofiyeva
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Mohammad H Murad
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
| | - Mouaz Alsawas
- Mayo Clinic Evidence-based Practice Center, Mayo Clinic, Rochester, Minnesota, USA
- Department of Medicine, Section of Hepatology, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Don C Rockey
- Department of Medicine, Digestive Disease Research Center, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Richard K Sterling
- Department of Medicine, Section of Hepatology, Virginia Commonwealth University, Richmond, Virginia, USA
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Righetti R, Cinque F, Patel K, Sebastiani G. The role of noninvasive biomarkers for monitoring cell injury in advanced liver fibrosis. Expert Rev Gastroenterol Hepatol 2025; 19:65-80. [PMID: 39772945 DOI: 10.1080/17474124.2025.2450717] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2024] [Accepted: 01/04/2025] [Indexed: 01/11/2025]
Abstract
INTRODUCTION Accurate and reliable diagnosis and monitoring of hepatic fibrosis is increasingly important given the variable natural history in chronic liver disease (CLD) and expanding antifibrotic therapeutic options targeting reversibility of early-stage cirrhosis. This highlights the need to develop more refined and effective noninvasive techniques for the dynamic assessment of fibrogenesis and fibrolysis. AREAS COVERED We conducted a literature review on PubMed, from 1 December 1970, to 1 November 2024, to evaluate and compare available blood-based and imaging-based noninvasive tools for hepatic fibrosis diagnosis and monitoring. Simple scores such as FIB-4 and NAFLD fibrosis score are suitable for excluding significant or advanced fibrosis, while tertiary centers should adopt complex scores and liver stiffness measurement as part of a secondary diagnostic and more comprehensive evaluation. Moreover, the advent of multiomics for high-resolution molecular profiling, and integration of artificial intelligence for noninvasive diagnostics holds promise for revolutionizing fibrosis monitoring and treatment through novel biomarker discovery and predictive omics-based algorithms. EXPERT OPINION The increased shift toward noninvasive diagnostics for liver fibrosis needs to align with personalized medicine, enabling more effective, tailored management strategies for patients with liver disease in the future.
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Affiliation(s)
- Riccardo Righetti
- Chronic Viral Illness Service, Division of Infectious Diseases, Department of Medicine, McGill University Health Centre, Montreal, Canada
- Division of Gastroenterology and Hepatology, Department of Medicine, McGill University Health Centre, Montreal, Canada
- Internal Medicine Unit, Department of Medical and Surgical Science for Children and Adults, Azienda Ospedaliero-Universitaria Policlinico di Modena, University of Modena and Reggio Emilia, Modena, Italy
| | - Felice Cinque
- Chronic Viral Illness Service, Division of Infectious Diseases, Department of Medicine, McGill University Health Centre, Montreal, Canada
- SC Medicina Indirizzo Metabolico, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico di Milano, Milan, Italy
- Department of Pathophysiology, Transplantation University of Milan, Milan, Italy
| | - Keyur Patel
- University Health Network Division of Gastroenterology and Hepatology, University of Toronto, Toronto, Canada
| | - Giada Sebastiani
- Chronic Viral Illness Service, Division of Infectious Diseases, Department of Medicine, McGill University Health Centre, Montreal, Canada
- Division of Gastroenterology and Hepatology, Department of Medicine, McGill University Health Centre, Montreal, Canada
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Yang AH, Tincopa MA, Tavaglione F, Ajmera VH, Richards LM, Amangurbanova M, Butcher C, Hernandez C, Madamba E, Singh S, Bettencourt R, Schnabl B, Sirlin CB, Loomba R. Prevalence of steatotic liver disease, advanced fibrosis and cirrhosis among community-dwelling overweight and obese individuals in the USA. Gut 2024; 73:2045-2053. [PMID: 39117370 DOI: 10.1136/gutjnl-2024-332917] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Accepted: 07/24/2024] [Indexed: 08/10/2024]
Abstract
BACKGROUND There are limited prospective data among overweight and obese individuals on the prevalence of advanced fibrosis, and cirrhosis using advanced MRI-based methods in the USA. The aim of this study was to fill that gap in knowledge by prospectively determining the MRI-based prevalence of steatotic liver disease (SLD) and its subcategories, advanced fibrosis and cirrhosis among overweight and obese individuals residing in the USA. METHODS This is a cross-sectional analysis of prospectively enrolled overweight or obese adults aged 40-75 years from primary care and community-based settings in Southern California. Participants were classified as having SLD if MRI proton density fat fraction ≥5%, and subclassified as metabolic dysfunction-associated steatotic liver disease (MASLD), metabolic dysfunction and alcohol-associated liver disease (MetALD) and alcohol-related liver disease (ALD) consistently with the new nomenclature guidance per AASLD-EASL-ALEH. Advanced fibrosis and cirrhosis were defined as magnetic resonance elastography (MRE) ≥3.63 kPa and MRE ≥4.67 kPa, respectively. RESULTS The cohort included 539 participants with mean (±SD) age of 51.5 (±13.1) years and body mass index of 32.6 (±6.2) kg/m2, respectively. The prevalence of SLD, advanced fibrosis and cirrhosis was 75%, 10.8% and 4.5%, respectively. The prevalence of MASLD, MetALD and ALD was 67.3%, 4.8% and 2.6%, respectively. There was no difference in prevalence of advanced fibrosis and cirrhosis among subcategories. CONCLUSIONS Using advanced MRI methods among community-dwelling overweight and obese adults, the prevalence of cirrhosis was 4.5%. Most common SLD subcategory was MASLD with 67% of individuals, whereas MetALD and ALD were less common. Systematic screening for advanced fibrosis among overweight/obese adults may be considered.
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Affiliation(s)
- Alexander H Yang
- University of California at San Diego, La Jolla, California, USA
| | - Monica A Tincopa
- University of California at San Diego, La Jolla, California, USA
| | - Federica Tavaglione
- University of California at San Diego, La Jolla, California, USA
- Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Roma, Italy
| | - Veeral H Ajmera
- University of California at San Diego, La Jolla, California, USA
| | - Lisa M Richards
- University of California at San Diego, La Jolla, California, USA
| | | | | | | | - Egbert Madamba
- University of California at San Diego, La Jolla, California, USA
| | - Seema Singh
- University of California at San Diego, La Jolla, California, USA
| | | | - Bernd Schnabl
- Department of Medicine, University of California at San Diego, La Jolla, California, USA
| | - Claude B Sirlin
- Department of Radiology, University of California at San Diego, La Jolla, California, USA
| | - Rohit Loomba
- University of California at San Diego, La Jolla, California, USA
- Division of Gastroenterology and Epidemiology, University of California at San Diego, La Jolla, California, USA
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Kumada T, Toyoda H, Ogawa S, Gotoh T, Yoshida Y, Yamahira M, Hirooka M, Koizumi Y, Hiasa Y, Tamai T, Kuromatsu R, Matsuzaki T, Suehiro T, Kamada Y, Sumida Y, Tanaka J, Shimizu M. Diagnostic performance of shear wave measurement in the detection of hepatic fibrosis: A multicenter prospective study. Hepatol Res 2024; 54:851-858. [PMID: 38349813 DOI: 10.1111/hepr.14026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/07/2024] [Revised: 01/27/2024] [Accepted: 01/29/2024] [Indexed: 02/15/2024]
Abstract
AIM This study aimed to establish the shear wave measurement (SWM) cut-off value for each fibrosis stage using magnetic resonance (MR) elastography values as a reference standard. METHODS We prospectively analyzed 594 patients with chronic liver disease who underwent SWM and MR elastography. Correlation coefficients (were analyzed, and the diagnostic value was evaluated by the area under the receiver operating characteristic curve. Liver stiffness was categorized by MR elastography as F0 (<2.61 kPa), F1 (≥2.61 kPa, <2.97 kPa, any fibrosis), F2 (≥2.97 kPa, <3.62 kPa, significant fibrosis), F3 (≥3.62 kPa, <4.62 kPa, advanced fibrosis), or F4 (≥4.62 kPa, cirrhosis). RESULTS The median SWM values increased significantly with increasing fibrosis stage (p < 0.001). The correlation coefficient between SWM and MR elastography values was 0.793 (95% confidence interval 0.761-0.821). The correlation coefficients between SWM and MR elastography values significantly decreased with increasing body mass index and skin-capsular distance; skin-capsular distance values were associated with significant differences in sensitivity, specificity, accuracy, or positive predictive value, whereas body mass index values were not. The best cut-off values for any fibrosis, significant fibrosis, advanced fibrosis, and cirrhosis were 6.18, 7.09, 8.05, and 10.89 kPa, respectively. CONCLUSIONS This multicenter study in a large number of patients established SWM cut-off values for different degrees of fibrosis in chronic liver diseases using MR elastography as a reference standard. It is expected that these cut-off values will be applied to liver diseases in the future.
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Affiliation(s)
- Takashi Kumada
- Department of Nursing, Faculty of Nursing, Gifu Kyoritsu University, Ogaki, Japan
| | - Hidenori Toyoda
- Department of Gastroenterology and Hepatology, Ogaki Municipal Hospital, Ogaki, Japan
| | - Sadanobu Ogawa
- Department of Imaging Diagnosis, Ogaki Municipal Hospital, Ogaki, Japan
| | - Tatsuya Gotoh
- Department of Imaging Diagnosis, Ogaki Municipal Hospital, Ogaki, Japan
| | - Yuichi Yoshida
- Department of Gastroenterology and Hepatology, Suita Municipal Hospital, Suita, Japan
| | - Masahiro Yamahira
- Department of Clinical Laboratory Medicine, Suita Municipal Hospital, Suita, Japan
| | - Masashi Hirooka
- Department of Gastroenterology and Metabology, Ehime University Graduate School of Medicine, Toon, Ehime, Japan
| | - Yohei Koizumi
- Department of Gastroenterology and Metabology, Ehime University Graduate School of Medicine, Toon, Ehime, Japan
| | - Yoichi Hiasa
- Department of Gastroenterology and Metabology, Ehime University Graduate School of Medicine, Toon, Ehime, Japan
| | - Tsutomu Tamai
- Department of Gastroenterology, Kagoshima City Hospital, Kagoshima, Japan
| | - Ryoko Kuromatsu
- Division of Gastroenterology, Department of Medicine, Kurume University School of Medicine, Kurume, Japan
| | | | - Tomoyuki Suehiro
- Clinical Research Center, National Hospital Organization Nagasaki Medical Center, Omura, Japan
| | - Yoshihiro Kamada
- Department of Advanced Metabolic Hepatology, Osaka University Graduate School of Medicine, Suita, Japan
| | - Yoshio Sumida
- Graduate School of Healthcare Management, International University of Health and Welfare, Minatoku, Tokyo, Japan
| | - Junko Tanaka
- Department of Epidemiology, Infectious Disease Control and Prevention, Hiroshima University Institute of Biomedical and Health Sciences, Hiroshima, Japan
| | - Masahito Shimizu
- Department of Gastroenterology/Internal Medicine, Graduate School of Medicine, Gifu University, Gifu, Japan
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Chon YE, Jin YJ, An J, Kim HY, Choi M, Jun DW, Kim MN, Han JW, Lee HA, Yu JH, Kim SU. Optimal cut-offs of vibration-controlled transient elastography and magnetic resonance elastography in diagnosing advanced liver fibrosis in patients with nonalcoholic fatty liver disease: A systematic review and meta-analysis. Clin Mol Hepatol 2024; 30:S117-S133. [PMID: 39165159 PMCID: PMC11493355 DOI: 10.3350/cmh.2024.0392] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Revised: 08/19/2024] [Accepted: 08/20/2024] [Indexed: 08/22/2024] Open
Abstract
BACKGROUND/AIMS Opinions differ regarding vibration-controlled transient elastography and magnetic resonance elastography (VCTE/MRE) cut-offs for diagnosing advanced fibrosis (AF) in patients with non-alcoholic fatty liver disease (NAFLD). We investigated the diagnostic performance and optimal cut-off values of VCTE and MRE for diagnosing AF. METHODS Literature databases, including Medline, EMBASE, Cochrane Library, and KoreaMed, were used to identify relevant studies published up to June 13, 2023. We selected studies evaluating VCTE and MRE regarding the degree of liver fibrosis using liver biopsy as the reference. The sensitivity, specificity, and area under receiver operating characteristics curves (AUCs) of the pooled data for VCTE and MRE for each fibrosis stage and optimal cut-offs for AF were investigated. RESULTS A total of 19,199 patients from 63 studies using VCTE showed diagnostic AUC of 0.83 (95% confidence interval: 0.80-0.86), 0.83 (0.80-0.86), 0.87 (0.84-0.90), and 0.94 (0.91-0.96) for ≥F1, ≥F2, ≥F3, and F4 stages, respectively. Similarly, 1,484 patients from 14 studies using MRE showed diagnostic AUC of 0.89 (0.86-0.92), 0.92 (0.89-0.94), 0.89 (0.86-0.92), and 0.94 (0.91-0.96) for ≥F1, ≥F2, ≥F3, and F4 stages, respectively. The diagnostic AUC for AF using VCTE was highest at 0.90 with a cut-off of 7.1-7.9 kPa, and that of MRE was highest at 0.94 with a cut-off of 3.62-3.8 kPa. CONCLUSION VCTE (7.1-7.9 kPa) and MRE (3.62-3.8 kPa) with the suggested cut-offs showed favorable accuracy for diagnosing AF in patients with NAFLD. This result will serve as a basis for clinical guidelines for non-invasive tests and differential diagnosis of AF.
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Affiliation(s)
- Young Eun Chon
- Department of Gastroenterology, CHA Bundang Medical Center, CHA University, Seongnam, Korea
| | - Young-Joo Jin
- Department of Internal Medicine, Inha University Hospital, Inha University School of Medicine, Incheon, Korea
| | - Jihyun An
- Department of Gastroenterology and Hepatology, Hanyang University Guri Hospital, Hanyang University College of Medicine, Guri, Korea
| | - Hee Yeon Kim
- Department of Internal Medicine, College of Medicine, Bucheon St. Mary’s Hospital, The Catholic University of Korea, Seoul, Korea
| | - Miyoung Choi
- Division of Health Technology Assessment Research, National Evidence-Based Healthcare Collaborating Agency (NECA), Seoul, Korea
| | - Dae Won Jun
- Department of Internal Medicine, Hanyang University Hospital, Hanyang University College of Medicine, Seoul, Korea
| | - Mi Na Kim
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
- Yonsei Liver Center, Severance Hospital, Seoul, Korea
| | - Ji Won Han
- Department of Internal Medicine, College of Medicine, Seoul St. Mary’s Hospital, The Catholic University of Korea, Seoul, Korea
| | - Han Ah Lee
- Department of Internal Medicine, Chung-Ang University College of Medicine, Seoul, Korea
| | - Jung Hwan Yu
- Department of Internal Medicine, Inha University Hospital, Inha University School of Medicine, Incheon, Korea
| | - Seung Up Kim
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
- Yonsei Liver Center, Severance Hospital, Seoul, Korea
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9
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Yang X, Liao L, Liang Z, Yu S, Guo Z. Correlation Analysis of IL-17, IL-21, IL-23 with Non-Alcoholic Liver Fibrosis and Cirrhosis. J Inflamm Res 2024; 17:2327-2335. [PMID: 38651006 PMCID: PMC11033842 DOI: 10.2147/jir.s452061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Accepted: 03/26/2024] [Indexed: 04/25/2024] Open
Abstract
Objective This research aimed to explore the involvement of interleukins (IL) - IL-6, IL-17, IL-21, and IL-23 - in the evolution and diagnosis of non-alcoholic liver fibrosis and cirrhosis. Methods The study subjects were selected from the patients who visited the Department of Hepatology of X Hospital in Y City from August 2021 to April 2023. Peripheral blood samples were collected. All participants were divided into liver fibrosis, cirrhosis, hepatitis, and healthy subjects four groups. IL-21, IL-17, IL23, IL-6 were detected by double antibody sandwich. Results The results showed that there was a significant difference in the levels of IL-17, IL-21, and IL-23 among the 4 groups (P<0.0001). ROC curve analysis showed that the AUC values of IL-17, IL-21 and liver fiber 4 items were >0.70, suggesting that the diagnostic efficacy of IL-17, IL-21 was similar to that of liver fiber 4 items. Spearman correlation analysis showed that IL-17 had a positive correlation with collagen type III N-peptide, type IV collagen, and Laminin (P < 0.05), and no correlation with Hyaluronic acid (P > 0.05). Conclusion IL-17, IL-21, and IL-23 play a pivotal role in the inflammatory pathways associated with liver injuries, establishing themselves as potent auxiliary diagnostic markers in identifying liver fibrosis and cirrhosis.
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Affiliation(s)
- Xiaoyan Yang
- Department of Laboratory Medicine, The Affiliated Panyu Central Hospital of Guangzhou Medical University, Guangzhou, 511400, People’s Republic of China
| | - Liyin Liao
- Department of Laboratory Medicine, The Affiliated Panyu Central Hospital of Guangzhou Medical University, Guangzhou, 511400, People’s Republic of China
| | - Zizhen Liang
- Department of Laboratory Medicine, The Affiliated Panyu Central Hospital of Guangzhou Medical University, Guangzhou, 511400, People’s Republic of China
| | - Shenglong Yu
- Institute of Cardiovascular Medicine, The Affiliated Panyu Central Hospital of Guangzhou Medical University, Guangzhou, 511400, People’s Republic of China
| | - Zhonghui Guo
- Department of Laboratory Medicine, The Affiliated Panyu Central Hospital of Guangzhou Medical University, Guangzhou, 511400, People’s Republic of China
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10
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López Tórrez SM, Ayala CO, Ruggiro PB, Costa CAD, Wagner MB, Padoin AV, Mattiello R. Accuracy of prognostic serological biomarkers in predicting liver fibrosis severity in people with metabolic dysfunction-associated steatotic liver disease: a meta-analysis of over 40,000 participants. Front Nutr 2024; 11:1284509. [PMID: 38419854 PMCID: PMC10899345 DOI: 10.3389/fnut.2024.1284509] [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: 12/05/2023] [Accepted: 01/25/2024] [Indexed: 03/02/2024] Open
Abstract
Introduction A prognostic model to predict liver severity in people with metabolic dysfunction-associated steatotic liver disease (MASLD) is very important, but the accuracy of the most commonly used tools is not yet well established. Objective The meta-analysis aimed to assess the accuracy of different prognostic serological biomarkers in predicting liver fibrosis severity in people with MASLD. Methods Adults ≥18 years of age with MASLD were included, with the following: liver biopsy and aspartate aminotransferase-to-platelet ratio (APRI), fibrosis index-4 (FIB-4), non-alcoholic fatty liver disease fibrosis score (NFS), body mass index, aspartate aminotransferase/alanine aminotransferase ratio, diabetes score (BARD score), FibroMeter, FibroTest, enhanced liver fibrosis (ELF), Forns score, and Hepascore. Meta-analyses were performed using a random effects model based on the DerSimonian and Laird methods. The study's risk of bias was assessed using the Quality Assessment of Diagnostic Accuracy Studies-2. Results In total, 138 articles were included, of which 86 studies with 46,514 participants met the criteria for the meta-analysis. The results for the summary area under the receiver operating characteristic (sAUROC) curve, according to the prognostic models, were as follows: APRI: advanced fibrosis (AF): 0.78, any fibrosis (AnF): 0.76, significant fibrosis (SF): 0.76, cirrhosis: 0.72; FIB-4: cirrhosis: 0.83, AF: 0.81, AnF: 0.77, SF: 0.75; NFS: SF: 0.81, AF: 0.81, AnF: 0.71, cirrhosis: 0.69; BARD score: SF: 0.77, AF: 0.73; FibroMeter: SF: 0.88, AF: 0.84; FibroTest: SF: 0.86, AF: 0.78; and ELF: AF: 0.87. Conclusion The results of this meta-analysis suggest that, when comparing the scores of serological biomarkers with liver biopsies, the following models showed better diagnostic accuracy in predicting liver fibrosis severity in people with MASLD: FIB-4 for any fibrosis, FibroMeter for significant fibrosis, ELF for advanced fibrosis, and FIB-4 for cirrhosis.Clinical trial registration: [https://clinicaltrials.gov/], identifier [CRD 42020180525].
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Affiliation(s)
- Sergio M. López Tórrez
- School of Medicine, Graduate Program in Medicine and Health Sciences, Pontifícia Universidade Católica de Rio Grande do Sul (PUCRS), Porto Alegre, Brazil
| | - Camila O. Ayala
- School of Medicine, Postgraduate Program in Pediatrics and Child Health, Pontifícia Universidade Católica de Rio Grande do Sul (PUCRS), Porto Alegre, Brazil
| | - Paula Bayer Ruggiro
- School of Medicine, Pontifícia Universidade Católica de Rio Grande do Sul (PUCRS), Porto Alegre, Brazil
| | - Caroline Abud Drumond Costa
- School of Medicine, Postgraduate Program in Pediatrics and Child Health, Pontifícia Universidade Católica de Rio Grande do Sul (PUCRS), Porto Alegre, Brazil
| | - Mario B. Wagner
- School of Medicine, Graduate Program in Medicine and Health Sciences, Pontifícia Universidade Católica de Rio Grande do Sul (PUCRS), Porto Alegre, Brazil
- School Medicine, Universidade Federal de Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Alexandre Vontobel Padoin
- School of Medicine, Graduate Program in Medicine and Health Sciences, Pontifícia Universidade Católica de Rio Grande do Sul (PUCRS), Porto Alegre, Brazil
| | - Rita Mattiello
- School Medicine, Universidade Federal de Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
- School of Medicine, Postgraduate Program in Epidemiology, Universidade Federal de Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
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11
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Wu T, Hagiwara M, Gnass E, Barman H, Sasson D, Treem W, Ren K, Marins EG, Karki C, Malhi H. Liver disease progression in patients with alpha-1 antitrypsin deficiency and protease inhibitor ZZ genotype with or without lung disease. Aliment Pharmacol Ther 2023; 58:1075-1085. [PMID: 37718576 DOI: 10.1111/apt.17715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Revised: 05/09/2023] [Accepted: 08/30/2023] [Indexed: 09/19/2023]
Abstract
BACKGROUND Alpha-1 antitrypsin deficiency (AATD) is caused by mutations in SERPINA1, which encodes alpha-1 antitrypsin, a protease inhibitor (Pi). Individuals with AATD and the homozygous Pi*ZZ genotype have variable risk of progressive liver disease but the influence of comorbid lung disease is poorly understood. AIMS To characterise patients with AATD Pi*ZZ and liver disease (AATD-LD-Pi*ZZ) with or without lung disease and describe liver disease-related clinical events longitudinally. METHODS This was an observational cohort study of patients in the Mayo Clinic Healthcare System (January 2000-September 2021). Patients were identified using diagnosis codes and natural language processing. Fibrosis stage (F0-F4) was assessed using a hierarchical approach at baseline (90 days before or after the index date) and follow-up. Clinical events associated with liver disease progression were assessed. RESULTS AATD-LD-Pi*ZZ patients with lung disease had a longer median time from AATD diagnosis to liver disease diagnosis versus those without lung disease (2.2 vs. 0.2 years, respectively). Compared to those without lung disease, patients with lung disease had a longer time to liver disease-related clinical events (8.5 years and not reached, respectively). AATD-LD-Pi*ZZ patients without lung disease were more likely to undergo liver transplantation compared with those with lung disease. CONCLUSION In patients with AATD and lung disease, there is a delay in the diagnosis of comorbid liver disease. Our findings suggest that liver disease may progress more rapidly in patients without comorbid lung disease.
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Affiliation(s)
- Tiffany Wu
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA
| | - May Hagiwara
- Takeda Development Center Americas, Inc., Lexington, Massachusetts, USA
| | | | | | | | - William Treem
- Takeda Development Center Americas, Inc., Lexington, Massachusetts, USA
| | - Kaili Ren
- Takeda Development Center Americas, Inc., Lexington, Massachusetts, USA
| | - Ed G Marins
- Takeda Development Center Americas, Inc., Lexington, Massachusetts, USA
| | - Chitra Karki
- Takeda Development Center Americas, Inc., Lexington, Massachusetts, USA
| | - Harmeet Malhi
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA
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12
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Chouari T, Merali N, La Costa F, Santol J, Chapman S, Horton A, Aroori S, Connell J, Rockall TA, Mole D, Starlinger P, Welsh F, Rees M, Frampton AE. The Role of the Multiparametric MRI LiverMultiScan TM in the Quantitative Assessment of the Liver and Its Predicted Clinical Applications in Patients Undergoing Major Hepatic Resection for Colorectal Liver Metastasis. Cancers (Basel) 2023; 15:4863. [PMID: 37835557 PMCID: PMC10571783 DOI: 10.3390/cancers15194863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Revised: 08/05/2023] [Accepted: 10/02/2023] [Indexed: 10/15/2023] Open
Abstract
Liver biopsy remains the gold standard for the histological assessment of the liver. With clear disadvantages and the rise in the incidences of liver disease, the role of neoadjuvant chemotherapy in colorectal liver metastasis (CRLM) and an explosion of surgical management options available, non-invasive serological and imaging markers of liver histopathology have never been more pertinent in order to assess liver health and stratify patients considered for surgical intervention. Liver MRI is a leading modality in the assessment of hepatic malignancy. Recent technological advancements in multiparametric MRI software such as the LiverMultiScanTM offers an attractive non-invasive assay of anatomy and histopathology in the pre-operative setting, especially in the context of CRLM. This narrative review examines the evidence for the LiverMultiScanTM in the assessment of hepatic fibrosis, steatosis/steatohepatitis, and potential applications for chemotherapy-associated hepatic changes. We postulate its future role and the hurdles it must surpass in order to be implemented in the pre-operative management of patients undergoing hepatic resection for colorectal liver metastasis. Such a role likely extends to other hepatic malignancies planned for resection.
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Affiliation(s)
- Tarak Chouari
- MATTU, The Leggett Building, Daphne Jackson Road, Guildford GU2 7WG, UK; (T.C.)
- Department of Hepato-Pancreato-Biliary (HPB) Surgery, Royal Surrey County Hospital, Egerton Road, Guildford GU2 7XX, UK
- Oncology Section, Department of Clinical and Experimental Medicine, Faculty of Health and Medical Science, University of Surrey, Guildford GU2 7WG, UK
| | - Nabeel Merali
- MATTU, The Leggett Building, Daphne Jackson Road, Guildford GU2 7WG, UK; (T.C.)
- Department of Hepato-Pancreato-Biliary (HPB) Surgery, Royal Surrey County Hospital, Egerton Road, Guildford GU2 7XX, UK
- Oncology Section, Department of Clinical and Experimental Medicine, Faculty of Health and Medical Science, University of Surrey, Guildford GU2 7WG, UK
| | - Francesca La Costa
- Department of Hepato-Pancreato-Biliary (HPB) Surgery, Royal Surrey County Hospital, Egerton Road, Guildford GU2 7XX, UK
| | - Jonas Santol
- Department of Surgery, HPB Center, Vienna Health Network, Clinic Favoriten and Sigmund Freud Private University, 1090 Vienna, Austria
- Institute of Vascular Biology and Thrombosis Research, Center of Physiology and Pharmacology, Medical University of Vienna, 1090 Vienna, Austria
| | - Shelley Chapman
- Department of Radiology, Royal Surrey County Hospital, Egerton Road, Guildford GU2 7XX, UK
| | - Alex Horton
- Department of Radiology, Royal Surrey County Hospital, Egerton Road, Guildford GU2 7XX, UK
| | - Somaiah Aroori
- Department of Surgery, Division of Hepatobiliary and Pancreatic Surgery and Transplant Surgery, Derriford Hospital, Plymouth PL6 8DH, UK
| | | | - Timothy A. Rockall
- MATTU, The Leggett Building, Daphne Jackson Road, Guildford GU2 7WG, UK; (T.C.)
- Oncology Section, Department of Clinical and Experimental Medicine, Faculty of Health and Medical Science, University of Surrey, Guildford GU2 7WG, UK
| | - Damian Mole
- Clinical Surgery, Royal Infirmary of Edinburgh, University of Edinburgh, Edinburgh EH10 5HF, UK
- Centre for Inflammation Research, University of Edinburgh, Queen’s Medical Research Institute, Edinburgh EH105HF, UK
| | - Patrick Starlinger
- Department of Surgery, Division of Hepatobiliary and Pancreatic Surgery, Mayo Clinic, Rochester, MN 55902, USA
- Center of Physiology and Pharmacology, Medical University of Vienna, 1090 Vienna, Austria
- Department of Surgery, Medical University of Vienna, General Hospital, 1090 Vienna, Austria
| | - Fenella Welsh
- Hepato-Biliary Unit, Hampshire Hospitals Foundation Trust, Basingstoke, Hampshire RG24 9NA, UK
| | - Myrddin Rees
- Hepato-Biliary Unit, Hampshire Hospitals Foundation Trust, Basingstoke, Hampshire RG24 9NA, UK
| | - Adam E. Frampton
- MATTU, The Leggett Building, Daphne Jackson Road, Guildford GU2 7WG, UK; (T.C.)
- Department of Hepato-Pancreato-Biliary (HPB) Surgery, Royal Surrey County Hospital, Egerton Road, Guildford GU2 7XX, UK
- Oncology Section, Department of Clinical and Experimental Medicine, Faculty of Health and Medical Science, University of Surrey, Guildford GU2 7WG, UK
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13
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Fowler KJ, Venkatesh SK, Obuchowski N, Middleton MS, Chen J, Pepin K, Magnuson J, Brown KJ, Batakis D, Henderson WC, Shankar SS, Kamphaus TN, Pasek A, Calle RA, Sanyal AJ, Loomba R, Ehman R, Samir AE, Sirlin CB, Sherlock SP. Repeatability of MRI Biomarkers in Nonalcoholic Fatty Liver Disease: The NIMBLE Consortium. Radiology 2023; 309:e231092. [PMID: 37815451 PMCID: PMC10625902 DOI: 10.1148/radiol.231092] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 07/30/2023] [Accepted: 08/29/2023] [Indexed: 10/11/2023]
Abstract
Background There is a need for reliable noninvasive methods for diagnosing and monitoring nonalcoholic fatty liver disease (NAFLD). Thus, the multidisciplinary Non-invasive Biomarkers of Metabolic Liver disease (NIMBLE) consortium was formed to identify and advance the regulatory qualification of NAFLD imaging biomarkers. Purpose To determine the different-day same-scanner repeatability coefficient of liver MRI biomarkers in patients with NAFLD at risk for steatohepatitis. Materials and Methods NIMBLE 1.2 is a prospective, observational, single-center short-term cross-sectional study (October 2021 to June 2022) in adults with NAFLD across a spectrum of low, intermediate, and high likelihood of advanced fibrosis as determined according to the fibrosis based on four factors (FIB-4) index. Participants underwent up to seven MRI examinations across two visits less than or equal to 7 days apart. Standardized imaging protocols were implemented with six MRI scanners from three vendors at both 1.5 T and 3 T, with central analysis of the data performed by an independent reading center (University of California, San Diego). Trained analysts, who were blinded to clinical data, measured the MRI proton density fat fraction (PDFF), liver stiffness at MR elastography (MRE), and visceral adipose tissue (VAT) for each participant. Point estimates and CIs were calculated using χ2 distribution and statistical modeling for pooled repeatability measures. Results A total of 17 participants (mean age, 58 years ± 8.5 [SD]; 10 female) were included, of which seven (41.2%), six (35.3%), and four (23.5%) participants had a low, intermediate, or high likelihood of advanced fibrosis, respectively. The different-day same-scanner mean measurements were 13%-14% for PDFF, 6.6 L for VAT, and 3.15 kPa for two-dimensional MRE stiffness. The different-day same-scanner repeatability coefficients were 0.22 L (95% CI: 0.17, 0.29) for VAT, 0.75 kPa (95% CI: 0.6, 0.99) for MRE stiffness, 1.19% (95% CI: 0.96, 1.61) for MRI PDFF using magnitude reconstruction, 1.56% (95% CI: 1.26, 2.07) for MRI PDFF using complex reconstruction, and 19.7% (95% CI: 15.8, 26.2) for three-dimensional MRE shear modulus. Conclusion This preliminary study suggests that thresholds of 1.2%-1.6%, 0.22 L, and 0.75 kPa for MRI PDFF, VAT, and MRE, respectively, should be used to discern measurement error from real change in patients with NAFLD. ClinicalTrials.gov registration no. NCT05081427 © RSNA, 2023 Supplemental material is available for this article. See also the editorial by Kozaka and Matsui in this issue.
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Affiliation(s)
| | | | - Nancy Obuchowski
- From the Liver Imaging Group (K.J.F., M.S.M., D.B., W.C.H., C.B.S.)
and Department of Hepatology (R.L.), University of California–San Diego,
6206 Lakewood St, San Diego, CA 92122; Department of Radiology, Mayo Clinic,
Rochester, Minn (S.K.V., J.C., K.P., J.M., K.J.B., R.E.); Department of
Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio (N.O.); Pfizer
Research and Development, Pfizer, Inc, Sacramento, Calif (S.S.S.); Foundation
for the National Institutes of Health, North Bethesda, Md (T.N.K., A.P.);
Regeneron Pharmaceuticals, Inc, Tarrytown, NY (R.A.C.); Department of
Gastroenterology, Virginia Commonwealth University, Richmond, Va (A.J.S.);
Department of Radiology, Massachusetts General Hospital, Boston, Mass (A.E.S.);
and Department of Imaging Alliances, Pfizer, Inc, New York, NY (S.P.S.)
| | - Michael S. Middleton
- From the Liver Imaging Group (K.J.F., M.S.M., D.B., W.C.H., C.B.S.)
and Department of Hepatology (R.L.), University of California–San Diego,
6206 Lakewood St, San Diego, CA 92122; Department of Radiology, Mayo Clinic,
Rochester, Minn (S.K.V., J.C., K.P., J.M., K.J.B., R.E.); Department of
Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio (N.O.); Pfizer
Research and Development, Pfizer, Inc, Sacramento, Calif (S.S.S.); Foundation
for the National Institutes of Health, North Bethesda, Md (T.N.K., A.P.);
Regeneron Pharmaceuticals, Inc, Tarrytown, NY (R.A.C.); Department of
Gastroenterology, Virginia Commonwealth University, Richmond, Va (A.J.S.);
Department of Radiology, Massachusetts General Hospital, Boston, Mass (A.E.S.);
and Department of Imaging Alliances, Pfizer, Inc, New York, NY (S.P.S.)
| | - Jun Chen
- From the Liver Imaging Group (K.J.F., M.S.M., D.B., W.C.H., C.B.S.)
and Department of Hepatology (R.L.), University of California–San Diego,
6206 Lakewood St, San Diego, CA 92122; Department of Radiology, Mayo Clinic,
Rochester, Minn (S.K.V., J.C., K.P., J.M., K.J.B., R.E.); Department of
Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio (N.O.); Pfizer
Research and Development, Pfizer, Inc, Sacramento, Calif (S.S.S.); Foundation
for the National Institutes of Health, North Bethesda, Md (T.N.K., A.P.);
Regeneron Pharmaceuticals, Inc, Tarrytown, NY (R.A.C.); Department of
Gastroenterology, Virginia Commonwealth University, Richmond, Va (A.J.S.);
Department of Radiology, Massachusetts General Hospital, Boston, Mass (A.E.S.);
and Department of Imaging Alliances, Pfizer, Inc, New York, NY (S.P.S.)
| | - Kay Pepin
- From the Liver Imaging Group (K.J.F., M.S.M., D.B., W.C.H., C.B.S.)
and Department of Hepatology (R.L.), University of California–San Diego,
6206 Lakewood St, San Diego, CA 92122; Department of Radiology, Mayo Clinic,
Rochester, Minn (S.K.V., J.C., K.P., J.M., K.J.B., R.E.); Department of
Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio (N.O.); Pfizer
Research and Development, Pfizer, Inc, Sacramento, Calif (S.S.S.); Foundation
for the National Institutes of Health, North Bethesda, Md (T.N.K., A.P.);
Regeneron Pharmaceuticals, Inc, Tarrytown, NY (R.A.C.); Department of
Gastroenterology, Virginia Commonwealth University, Richmond, Va (A.J.S.);
Department of Radiology, Massachusetts General Hospital, Boston, Mass (A.E.S.);
and Department of Imaging Alliances, Pfizer, Inc, New York, NY (S.P.S.)
| | - Jessica Magnuson
- From the Liver Imaging Group (K.J.F., M.S.M., D.B., W.C.H., C.B.S.)
and Department of Hepatology (R.L.), University of California–San Diego,
6206 Lakewood St, San Diego, CA 92122; Department of Radiology, Mayo Clinic,
Rochester, Minn (S.K.V., J.C., K.P., J.M., K.J.B., R.E.); Department of
Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio (N.O.); Pfizer
Research and Development, Pfizer, Inc, Sacramento, Calif (S.S.S.); Foundation
for the National Institutes of Health, North Bethesda, Md (T.N.K., A.P.);
Regeneron Pharmaceuticals, Inc, Tarrytown, NY (R.A.C.); Department of
Gastroenterology, Virginia Commonwealth University, Richmond, Va (A.J.S.);
Department of Radiology, Massachusetts General Hospital, Boston, Mass (A.E.S.);
and Department of Imaging Alliances, Pfizer, Inc, New York, NY (S.P.S.)
| | - Kathy J. Brown
- From the Liver Imaging Group (K.J.F., M.S.M., D.B., W.C.H., C.B.S.)
and Department of Hepatology (R.L.), University of California–San Diego,
6206 Lakewood St, San Diego, CA 92122; Department of Radiology, Mayo Clinic,
Rochester, Minn (S.K.V., J.C., K.P., J.M., K.J.B., R.E.); Department of
Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio (N.O.); Pfizer
Research and Development, Pfizer, Inc, Sacramento, Calif (S.S.S.); Foundation
for the National Institutes of Health, North Bethesda, Md (T.N.K., A.P.);
Regeneron Pharmaceuticals, Inc, Tarrytown, NY (R.A.C.); Department of
Gastroenterology, Virginia Commonwealth University, Richmond, Va (A.J.S.);
Department of Radiology, Massachusetts General Hospital, Boston, Mass (A.E.S.);
and Department of Imaging Alliances, Pfizer, Inc, New York, NY (S.P.S.)
| | - Danielle Batakis
- From the Liver Imaging Group (K.J.F., M.S.M., D.B., W.C.H., C.B.S.)
and Department of Hepatology (R.L.), University of California–San Diego,
6206 Lakewood St, San Diego, CA 92122; Department of Radiology, Mayo Clinic,
Rochester, Minn (S.K.V., J.C., K.P., J.M., K.J.B., R.E.); Department of
Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio (N.O.); Pfizer
Research and Development, Pfizer, Inc, Sacramento, Calif (S.S.S.); Foundation
for the National Institutes of Health, North Bethesda, Md (T.N.K., A.P.);
Regeneron Pharmaceuticals, Inc, Tarrytown, NY (R.A.C.); Department of
Gastroenterology, Virginia Commonwealth University, Richmond, Va (A.J.S.);
Department of Radiology, Massachusetts General Hospital, Boston, Mass (A.E.S.);
and Department of Imaging Alliances, Pfizer, Inc, New York, NY (S.P.S.)
| | - Walter C. Henderson
- From the Liver Imaging Group (K.J.F., M.S.M., D.B., W.C.H., C.B.S.)
and Department of Hepatology (R.L.), University of California–San Diego,
6206 Lakewood St, San Diego, CA 92122; Department of Radiology, Mayo Clinic,
Rochester, Minn (S.K.V., J.C., K.P., J.M., K.J.B., R.E.); Department of
Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio (N.O.); Pfizer
Research and Development, Pfizer, Inc, Sacramento, Calif (S.S.S.); Foundation
for the National Institutes of Health, North Bethesda, Md (T.N.K., A.P.);
Regeneron Pharmaceuticals, Inc, Tarrytown, NY (R.A.C.); Department of
Gastroenterology, Virginia Commonwealth University, Richmond, Va (A.J.S.);
Department of Radiology, Massachusetts General Hospital, Boston, Mass (A.E.S.);
and Department of Imaging Alliances, Pfizer, Inc, New York, NY (S.P.S.)
| | - Sudha S. Shankar
- From the Liver Imaging Group (K.J.F., M.S.M., D.B., W.C.H., C.B.S.)
and Department of Hepatology (R.L.), University of California–San Diego,
6206 Lakewood St, San Diego, CA 92122; Department of Radiology, Mayo Clinic,
Rochester, Minn (S.K.V., J.C., K.P., J.M., K.J.B., R.E.); Department of
Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio (N.O.); Pfizer
Research and Development, Pfizer, Inc, Sacramento, Calif (S.S.S.); Foundation
for the National Institutes of Health, North Bethesda, Md (T.N.K., A.P.);
Regeneron Pharmaceuticals, Inc, Tarrytown, NY (R.A.C.); Department of
Gastroenterology, Virginia Commonwealth University, Richmond, Va (A.J.S.);
Department of Radiology, Massachusetts General Hospital, Boston, Mass (A.E.S.);
and Department of Imaging Alliances, Pfizer, Inc, New York, NY (S.P.S.)
| | - Tania N. Kamphaus
- From the Liver Imaging Group (K.J.F., M.S.M., D.B., W.C.H., C.B.S.)
and Department of Hepatology (R.L.), University of California–San Diego,
6206 Lakewood St, San Diego, CA 92122; Department of Radiology, Mayo Clinic,
Rochester, Minn (S.K.V., J.C., K.P., J.M., K.J.B., R.E.); Department of
Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio (N.O.); Pfizer
Research and Development, Pfizer, Inc, Sacramento, Calif (S.S.S.); Foundation
for the National Institutes of Health, North Bethesda, Md (T.N.K., A.P.);
Regeneron Pharmaceuticals, Inc, Tarrytown, NY (R.A.C.); Department of
Gastroenterology, Virginia Commonwealth University, Richmond, Va (A.J.S.);
Department of Radiology, Massachusetts General Hospital, Boston, Mass (A.E.S.);
and Department of Imaging Alliances, Pfizer, Inc, New York, NY (S.P.S.)
| | - Alex Pasek
- From the Liver Imaging Group (K.J.F., M.S.M., D.B., W.C.H., C.B.S.)
and Department of Hepatology (R.L.), University of California–San Diego,
6206 Lakewood St, San Diego, CA 92122; Department of Radiology, Mayo Clinic,
Rochester, Minn (S.K.V., J.C., K.P., J.M., K.J.B., R.E.); Department of
Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio (N.O.); Pfizer
Research and Development, Pfizer, Inc, Sacramento, Calif (S.S.S.); Foundation
for the National Institutes of Health, North Bethesda, Md (T.N.K., A.P.);
Regeneron Pharmaceuticals, Inc, Tarrytown, NY (R.A.C.); Department of
Gastroenterology, Virginia Commonwealth University, Richmond, Va (A.J.S.);
Department of Radiology, Massachusetts General Hospital, Boston, Mass (A.E.S.);
and Department of Imaging Alliances, Pfizer, Inc, New York, NY (S.P.S.)
| | - Roberto A. Calle
- From the Liver Imaging Group (K.J.F., M.S.M., D.B., W.C.H., C.B.S.)
and Department of Hepatology (R.L.), University of California–San Diego,
6206 Lakewood St, San Diego, CA 92122; Department of Radiology, Mayo Clinic,
Rochester, Minn (S.K.V., J.C., K.P., J.M., K.J.B., R.E.); Department of
Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio (N.O.); Pfizer
Research and Development, Pfizer, Inc, Sacramento, Calif (S.S.S.); Foundation
for the National Institutes of Health, North Bethesda, Md (T.N.K., A.P.);
Regeneron Pharmaceuticals, Inc, Tarrytown, NY (R.A.C.); Department of
Gastroenterology, Virginia Commonwealth University, Richmond, Va (A.J.S.);
Department of Radiology, Massachusetts General Hospital, Boston, Mass (A.E.S.);
and Department of Imaging Alliances, Pfizer, Inc, New York, NY (S.P.S.)
| | - Arun J. Sanyal
- From the Liver Imaging Group (K.J.F., M.S.M., D.B., W.C.H., C.B.S.)
and Department of Hepatology (R.L.), University of California–San Diego,
6206 Lakewood St, San Diego, CA 92122; Department of Radiology, Mayo Clinic,
Rochester, Minn (S.K.V., J.C., K.P., J.M., K.J.B., R.E.); Department of
Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio (N.O.); Pfizer
Research and Development, Pfizer, Inc, Sacramento, Calif (S.S.S.); Foundation
for the National Institutes of Health, North Bethesda, Md (T.N.K., A.P.);
Regeneron Pharmaceuticals, Inc, Tarrytown, NY (R.A.C.); Department of
Gastroenterology, Virginia Commonwealth University, Richmond, Va (A.J.S.);
Department of Radiology, Massachusetts General Hospital, Boston, Mass (A.E.S.);
and Department of Imaging Alliances, Pfizer, Inc, New York, NY (S.P.S.)
| | - Rohit Loomba
- From the Liver Imaging Group (K.J.F., M.S.M., D.B., W.C.H., C.B.S.)
and Department of Hepatology (R.L.), University of California–San Diego,
6206 Lakewood St, San Diego, CA 92122; Department of Radiology, Mayo Clinic,
Rochester, Minn (S.K.V., J.C., K.P., J.M., K.J.B., R.E.); Department of
Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio (N.O.); Pfizer
Research and Development, Pfizer, Inc, Sacramento, Calif (S.S.S.); Foundation
for the National Institutes of Health, North Bethesda, Md (T.N.K., A.P.);
Regeneron Pharmaceuticals, Inc, Tarrytown, NY (R.A.C.); Department of
Gastroenterology, Virginia Commonwealth University, Richmond, Va (A.J.S.);
Department of Radiology, Massachusetts General Hospital, Boston, Mass (A.E.S.);
and Department of Imaging Alliances, Pfizer, Inc, New York, NY (S.P.S.)
| | - Richard Ehman
- From the Liver Imaging Group (K.J.F., M.S.M., D.B., W.C.H., C.B.S.)
and Department of Hepatology (R.L.), University of California–San Diego,
6206 Lakewood St, San Diego, CA 92122; Department of Radiology, Mayo Clinic,
Rochester, Minn (S.K.V., J.C., K.P., J.M., K.J.B., R.E.); Department of
Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio (N.O.); Pfizer
Research and Development, Pfizer, Inc, Sacramento, Calif (S.S.S.); Foundation
for the National Institutes of Health, North Bethesda, Md (T.N.K., A.P.);
Regeneron Pharmaceuticals, Inc, Tarrytown, NY (R.A.C.); Department of
Gastroenterology, Virginia Commonwealth University, Richmond, Va (A.J.S.);
Department of Radiology, Massachusetts General Hospital, Boston, Mass (A.E.S.);
and Department of Imaging Alliances, Pfizer, Inc, New York, NY (S.P.S.)
| | - Anthony E. Samir
- From the Liver Imaging Group (K.J.F., M.S.M., D.B., W.C.H., C.B.S.)
and Department of Hepatology (R.L.), University of California–San Diego,
6206 Lakewood St, San Diego, CA 92122; Department of Radiology, Mayo Clinic,
Rochester, Minn (S.K.V., J.C., K.P., J.M., K.J.B., R.E.); Department of
Quantitative Health Sciences, Cleveland Clinic, Cleveland, Ohio (N.O.); Pfizer
Research and Development, Pfizer, Inc, Sacramento, Calif (S.S.S.); Foundation
for the National Institutes of Health, North Bethesda, Md (T.N.K., A.P.);
Regeneron Pharmaceuticals, Inc, Tarrytown, NY (R.A.C.); Department of
Gastroenterology, Virginia Commonwealth University, Richmond, Va (A.J.S.);
Department of Radiology, Massachusetts General Hospital, Boston, Mass (A.E.S.);
and Department of Imaging Alliances, Pfizer, Inc, New York, NY (S.P.S.)
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14
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Liang JX, Ampuero J, Niu H, Imajo K, Noureddin M, Behari J, Lee DH, Ehman RL, Rorsman F, Vessby J, Lacalle JR, Mózes FE, Pavlides M, Anstee QM, Harrison SA, Castell J, Loomba R, Romero-Gómez M. An individual patient data meta-analysis to determine cut-offs for and confounders of NAFLD-fibrosis staging with magnetic resonance elastography. J Hepatol 2023; 79:592-604. [PMID: 37121437 PMCID: PMC10623141 DOI: 10.1016/j.jhep.2023.04.025] [Citation(s) in RCA: 30] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Revised: 03/23/2023] [Accepted: 04/12/2023] [Indexed: 05/02/2023]
Abstract
BACKGROUND & AIMS We conducted an individual patient data meta-analysis to establish stiffness cut-off values for magnetic resonance elastography (MRE) in staging liver fibrosis and to assess potential confounding factors. METHODS A systematic review of the literature identified studies reporting MRE data in patients with NAFLD. Data were obtained from the corresponding authors. The pooled diagnostic cut-off value for the various fibrosis stages was determined in a two-stage meta-analysis. Multilevel modelling methods were used to analyse potential confounding factors influencing the diagnostic accuracy of MRE in staging liver fibrosis. RESULTS Eight independent cohorts comprising 798 patients were included in the meta-analysis. The area under the receiver operating characteristic curve (AUROC) for MRE in detecting significant fibrosis was 0.92 (sensitivity, 79%; specificity, 89%). For advanced fibrosis, the AUROC was 0.92 (sensitivity, 87%; specificity, 88%). For cirrhosis, the AUROC was 0.94 (sensitivity, 88%, specificity, 89%). Cut-offs were defined to explore concordance between MRE and histopathology: ≥F2, 3.14 kPa (pretest probability, 39.4%); ≥F3, 3.53 kPa (pretest probability, 24.1%); and F4, 4.45 kPa (pretest probability, 8.7%). In generalized linear mixed model analysis, histological steatohepatitis with higher inflammatory activity (odds ratio 2.448, 95% CI 1.180-5.079, p <0.05) and high gamma-glutamyl transferase (GGT) concentration (>120U/L) (odds ratio 3.388, 95% CI 1.577-7.278, p <0.01] were significantly associated with elevated liver stiffness, and thus affecting accuracy in staging early fibrosis (F0-F1). Steatosis, as measured by magnetic resonance imaging proton density fat fraction, and body mass index(BMI) were not confounders. CONCLUSIONS MRE has excellent diagnostic performance for significant, advanced fibrosis and cirrhosis in patients with NAFLD. Elevated inflammatory activity and GGT level may lead to overestimation of early liver fibrosis, but anthropometric measures such as BMI or the degree of steatosis do not. IMPACT AND IMPLICATIONS This individual patient data meta-analysis of eight international cohorts, including 798 patients, demonstrated that MRE achieves excellent diagnostic accuracy for significant, advanced fibrosis and cirrhosis in patients with NAFLD. Cut-off values (significant fibrosis, 3.14 kPa; advanced fibrosis, 3.53 kPa; and cirrhosis, 4.45 kPa) were established. Elevated inflammatory activity and gamma-glutamyltransferase level may affect the diagnostic accuracy of MRE, leading to overestimation of liver fibrosis in early stages. We observed no impact of diabetes, obesity, or any other metabolic disorder on the diagnostic accuracy of MRE.
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Affiliation(s)
- Jia-Xu Liang
- Digestive Diseases Unit and CIBERehd, Virgen del Rocío University Hospital, Seville, Spain; Institute of Biomedicine of Seville (HUVR/CSIC/US), University of Seville, Seville, Spain; Department of Diagnostic Radiology, The Fifth Clinical Medical College of Henan University of Chinese Medicine (Zhengzhou People's Hospital), Zhengzhou, China
| | - Javier Ampuero
- Digestive Diseases Unit and CIBERehd, Virgen del Rocío University Hospital, Seville, Spain; Institute of Biomedicine of Seville (HUVR/CSIC/US), University of Seville, Seville, Spain
| | - Hao Niu
- Digestive System and Clinical Pharmacology Unit, Virgen de la Victoria University Hospital, Biomedical Research Institute of Malaga and Nanomedicine Platform-IBIMA (Plataforma BIONAND), University of Malaga, Málaga, Spain; Biomedical Research Network Center for Hepatic and Digestive Diseases (CIBERehd), Carlos III Health Institute, Madrid, Spain
| | - Kento Imajo
- Department of Gastroenterology, Yokohama City University Graduate School of Medicine; Yokohama, Japan
| | - Mazen Noureddin
- Fatty Liver Program, Division of Digestive and Liver Diseases, Comprehensive Transplant Program, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Jaideep Behari
- Department of Medicine, Division of Gastroenterology, Hepatology and Nutrition, Center for Liver Diseases, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Dae Ho Lee
- Department of Internal Medicine, Gachon University College of Medicine (Gachon University Gil Medical Center), Incheon, South Korea
| | - Richard L Ehman
- Department of Diagnostic Radiology, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Fredrik Rorsman
- Department of Medical Sciences, Section of Gastroenterology and Hepatology, Uppsala University, Uppsala, Sweden
| | - Johan Vessby
- Department of Medical Sciences, Section of Gastroenterology and Hepatology, Uppsala University, Uppsala, Sweden
| | - Juan R Lacalle
- Biostatistics Unit, Department of Preventive Medicine and Public Health, University of Seville, Seville, Spain
| | - Ferenc E Mózes
- Oxford Centre for Clinical Magnetic Resonance Research, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - Michael Pavlides
- Oxford Centre for Clinical Magnetic Resonance Research, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK; Translational Gastroenterology Unit, University of Oxford, Oxford, UK
| | - 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 Trust, Newcastle Upon Tyne, UK
| | - Stephen A Harrison
- Oxford Centre for Clinical Magnetic Resonance Research, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - Javier Castell
- Department of Radiology, Virgen del Rocío University Hospital, Seville, Spain
| | - Rohit Loomba
- Division of Epidemiology, Department of Family Medicine and Public Health, University of California San Diego, La Jolla, CA, USA; NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Manuel Romero-Gómez
- Digestive Diseases Unit and CIBERehd, Virgen del Rocío University Hospital, Seville, Spain; Institute of Biomedicine of Seville (HUVR/CSIC/US), University of Seville, Seville, Spain.
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15
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Rinella ME, Neuschwander-Tetri BA, Siddiqui MS, Abdelmalek MF, Caldwell S, Barb D, Kleiner DE, Loomba R. AASLD Practice Guidance on the clinical assessment and management of nonalcoholic fatty liver disease. Hepatology 2023; 77:1797-1835. [PMID: 36727674 PMCID: PMC10735173 DOI: 10.1097/hep.0000000000000323] [Citation(s) in RCA: 1024] [Impact Index Per Article: 512.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 01/18/2023] [Indexed: 02/03/2023]
Affiliation(s)
- Mary E. Rinella
- University of Chicago Pritzker School of Medicine, Chicago, Illinois, USA
| | | | | | | | - Stephen Caldwell
- School of Medicine, University of Virginia, Charlottesville, Virginia, USA
| | - Diana Barb
- University of Florida College of Medicine, Gainesville, Florida, USA
| | | | - Rohit Loomba
- University of California, San Diego, San Diego, California, USA
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16
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Bou Daher H, Manka P, Syn WK. Settling the Score: Which Fibrosis Screening Tool Is the Most Reliable for Nonalcoholic Fatty Liver Disease? Dig Dis Sci 2023; 68:2217-2220. [PMID: 36947290 DOI: 10.1007/s10620-023-07899-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Accepted: 02/21/2023] [Indexed: 03/23/2023]
Affiliation(s)
- Halim Bou Daher
- Department of Internal Medicine, Saint Louis University, St Louis, MO, USA.
| | - Paul Manka
- Department of Internal Medicine, University Hospital Knappschaftskrankenhaus Bochum, Ruhr University Bochum, Bochum, Germany
| | - Wing-Kin Syn
- Department of Internal Medicine, Saint Louis University, St Louis, MO, USA
- Division of Gastroenterology and Hepatology, Saint Louis University, St Louis, MO, USA
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17
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Kaplan JM, Alexis J, Grimaldi G, Islam M, Izard SM, Lee TP. A comparison of magnetic resonance elastography (MRE) to biomarker testing for staging fibrosis in non-alcoholic fatty liver disease (NAFLD). Transl Gastroenterol Hepatol 2023; 8:7. [PMID: 36704653 PMCID: PMC9813653 DOI: 10.21037/tgh-22-27] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Accepted: 07/29/2022] [Indexed: 01/29/2023] Open
Abstract
Background Non-alcoholic fatty liver disease (NAFLD) is the world's most prevalent chronic liver disease. In advanced stages, it is associated with significant morbidity and mortality. Magnetic resonance elastography (MRE) and scoring panels Fibrosis-4 (FIB-4) and NAFLD Fibrosis Score (NFS) are useful noninvasive alternatives to liver biopsy for fibrosis staging. Our study aimed to determine how well MRE corresponds with both FIB-4 and NFS at different stages of fibrosis. Methods We performed a retrospective chart review of patients age ≥18 with NAFLD as their only known liver disease who underwent MRE within six months of a lab draw. MRE stratified patients into fibrosis stages using kPa values. FIB-4 categorized patients as Advanced Fibrosis Excluded, Further Investigation Needed or Advanced Fibrosis Likely. NFS categorized them as F0-2, Indeterminate or F3-4. MRE fibrosis staging was compared to FIB-4 and NFS for both ruling out advanced fibrosis and identifying advanced fibrosis/cirrhosis. Results Overall, 193 patients met inclusion criteria. Our statistical analysis included calculating positive predictive values (PPVs) and negative predictive values (NPVs), which are the proportions of positive and negative fibrosis screening results that correspond to positive and negative MRE results respectively. NPV for FIB-4 (0.84) and NFS (0.89) in the 'rule out advanced fibrosis' category signify that 84% and 89% of respective biomarker scores correspond to MRE in early stage disease. The PPV for FIB-4 and NFS in the 'identify advanced fibrosis/cirrhosis' category signify 63% and 72% of respective biomarker scores correspond to MRE in late stage disease. Conclusions FIB-4 and NFS scores indicating little to no fibrosis correspond extremely well with MRE, while scores suggesting advanced fibrosis/cirrhosis correspond less convincingly. MRE shows promise as an effective alternative to liver biopsy, however our study suggests FIB-4 and NFS alone may be sufficient for fibrosis staging, particularly in early stage NAFLD.
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Affiliation(s)
- Joseph M. Kaplan
- Department of Medicine, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Jamil Alexis
- Department of Gastroenterology, Yale New Haven Health Bridgeport Hospital, Bridgeport, CT, USA
| | - Gregory Grimaldi
- Department of Radiology, Hofstra School of Medicine/Northwell Health, Manhasset, NY, USA
| | - Mohammed Islam
- Department of Medicine, Hofstra School of Medicine/Northwell Health, Manhasset, NY, USA
| | - Stephanie M. Izard
- Department of Medicine, Northwell Health Center for Health Innovations and Outcomes Research, Manhasset, NY, USA
| | - Tai-Ping Lee
- Division of Hepatology, Hofstra School of Medicine/Northwell Health, Manhasset, NY, USA
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18
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Contreras D, González-Rocha A, Clark P, Barquera S, Denova-Gutiérrez E. Diagnostic accuracy of blood biomarkers and non-invasive scores for the diagnosis of NAFLD and NASH: Systematic review and meta-analysis. Ann Hepatol 2023; 28:100873. [PMID: 36371077 DOI: 10.1016/j.aohep.2022.100873] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Revised: 10/12/2022] [Accepted: 10/13/2022] [Indexed: 11/11/2022]
Abstract
INTRODUCTION AND OBJECTIVES Fatty liver disease is an important public health problem. Early diagnosis is critical to lower its rate of progression to irreversible/terminal stages. This study aimed to evaluate the accuracy of non-invasive prediction scores for fatty liver disease (NAFLD and NASH) diagnosis in adults. MATERIALS AND METHODS A search was conducted in 10 databases, a qualitative synthesis of 45 studies, and quantitative analysis of the six most common scores. There were 23 risk scores found for NAFLD diagnosis and 32 for NASH diagnosis. The most used were Fatty Liver Index (FLI), aspartate aminotransferase (AST) to Platelet Ratio Index, Fibrosis-4 Index (FIB-4), AST/alanine aminotransferase (ALT) ratio, BARD score, and NAFLD fibrosis score (NFS). RESULTS The results from the meta-analysis for FLI: Area under the curve (AUC) of 0.76 (95% Confidence Interval [CI] 0.73, 0.80), sensitivity 0.67 (CI 95% 0.62, 0.72) and specificity 0.78 (CI 95% 0.74, 0.83). The AST to Platelet Ratio Index: AUC 0.83 (CI 95% 0.80, 0.86), sensitivity 0.45 (95% CI 0.29, 0.62), and specificity of 0.89 (95% CI 0.83, 0.92). The NFS: AUC of 0.82 (CI 95% 0.78, 0.85), sensitivity 0.30 (CI 95% 0.27, 0.33) and specificity 0.96 (CI 95% 0.95,0.96). CONCLUSIONS The FLI for NAFLD and AST to Platelet Ratio Index for NASH were the risk scores with the highest prognostic value in the included studies. Further research is needed for the application of new diagnostic risk scores for NAFLD and NASH.
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Affiliation(s)
- Daniela Contreras
- Faculty of Medicine, National Autonomous University of Mexico, Mexico City, Mexico
| | | | - Patricia Clark
- Faculty of Medicine, National Autonomous University of Mexico, Mexico City, Mexico; Clinical Epidemiology Research Unit, Children Hospital of Mexico "Federico Gómez", Mexico City, Mexico
| | - Simón Barquera
- Nutrition, and Health Research Center, National Institute of Public Health, Cuernavaca, Mexico
| | - Edgar Denova-Gutiérrez
- Nutrition, and Health Research Center, National Institute of Public Health, Cuernavaca, Mexico.
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19
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Wang J, Qin T, Sun J, Li S, Cao L, Lu X. Non-invasive methods to evaluate liver fibrosis in patients with non-alcoholic fatty liver disease. Front Physiol 2022; 13:1046497. [PMID: 36589424 PMCID: PMC9794751 DOI: 10.3389/fphys.2022.1046497] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Accepted: 11/15/2022] [Indexed: 12/15/2022] Open
Abstract
Non-alcoholic Fatty Liver Disease (NAFLD) is a chronic liver disease that is strongly related to insulin resistance and metabolic syndrome, and it has become the most common liver disorder in developed countries. NAFLD embraces the full pathological process of three conditions: steatosis, non-alcoholic steatohepatitis, and finally, cirrhosis. As NAFLD progresses, symptoms will become increasingly severe as fibrosis develops. Therefore, evaluating the fibrosis stage is crucial for patients with NAFLD. A liver biopsy is currently considered the gold standard for staging fibrosis. However, due to the limitations of liver biopsy, non-invasive alternatives were extensively studied and validated in patients with NAFLD. The advantages of non-invasive methods include their high safety and convenience compared with other invasive approaches. This review introduces the non-invasive methods, summarizes their benefits and limitations, and assesses their diagnostic performance for NAFLD-induced fibrosis.
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Affiliation(s)
- Jincheng Wang
- The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Tao Qin
- The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Jinyu Sun
- The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Shiwu Li
- Liver Disease Center, Qinhuangdao Third Hospital, Qinhuangdao, China
| | - Lihua Cao
- Liver Disease Center, Qinhuangdao Third Hospital, Qinhuangdao, China,*Correspondence: Xiaojie Lu, ; Lihua Cao,
| | - Xiaojie Lu
- The First Affiliated Hospital of Nanjing Medical University, Nanjing, China,*Correspondence: Xiaojie Lu, ; Lihua Cao,
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20
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Liu TT, Qiu H, Liu SY, Chien C, Wang JH, Wong MW, Yi CH, Lin L, Lei WY, Liang SW, Hung JS, Huang JF, Chen CL, Han MAT. Modifications decrease hepatic steatosis in Taiwanese with metabolic-associated fatty liver disease. Kaohsiung J Med Sci 2022; 38:1012-1019. [PMID: 35993503 DOI: 10.1002/kjm2.12580] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Revised: 06/14/2022] [Accepted: 07/12/2022] [Indexed: 11/09/2022] Open
Abstract
Metabolic-associated fatty liver disease (MAFLD) is a growing global problem associated with increasing obesity prevalence. Lifestyle modifications are currently recommended, including weight reduction, exercise, and diet control. This study evaluated the short-term effect of lifestyle modifications on transient elastography (TE) values in an obese population with MAFLD. Thirty-two MAFLD patients were recruited for this prospective study and all subjects participated in a 3-month program of lifestyle modification. Sequential demographic parameters and biochemical tests were compared before and after program completion. Liver fat and fibrosis changes were measured using TE with controlled attenuated parameter (CAP) and liver stiffness measurements (LSM). The mean age was 38.7 years old (10 males). The body weight (88.09 kg vs. 80.35 kg), body mass index (32.24 kg/m2 vs. 29.4 kg/m2 ), waist (103.19 cm vs. 95.75 cm), and hip circumference (111.67 cm vs. 104.75 cm), and blood pressure (128/78 mmHg vs. 119/71 mmHg) significantly improved before and after the intervention, respectively. Aspartate aminotransaminase (24.06 U/L vs. 18.91 U/L), alanine aminotransaminase (33 U/L vs. 23.72 U/L), creatinine (0.75 mg/dl vs. 0.70 mg/dl), cholesterol (176.41 mg/dl vs. 166.22 m/dl), gamma-glutamyl transferase (26.59 IU/L vs. 19.81 IU/L), and low-density lipoprotein cholesterol (115.63 mg/dl vs. 103.19 mg/dl) also improved after the 3-month intervention. The average CAP significantly decreased after intervention (297.5 dB/m vs. 255.0 dB/m), however, no significant difference in LSM was observed (5.24 kPa vs. 4.82 kPa). The current study suggests that short-term lifestyle modification can effectively improve hepatic steatosis, and TE may serve as a monitoring tool for therapeutic intervention.
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Affiliation(s)
- Tso-Tsai Liu
- Department of Medicine, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation and Tzu Chi University, Hualien, Taiwan
| | - He Qiu
- Division of Gastroenterology and Hepatology, Department of Medicine, Rutgers New Jersey Medical School, Newark, New Jersey, USA
| | - Shi-Yu Liu
- Department of Nutrition, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation and Tzu Chi University, Hualien, Taiwan
| | - Chieh Chien
- Department of Rehabilitation Medicine, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation and Tzu Chi University, Hualien, Taiwan
| | - Jen-Hung Wang
- Department of Medical Research, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Hualien, Taiwan
| | - Ming-Wun Wong
- Department of Medicine, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation and Tzu Chi University, Hualien, Taiwan.,School of Post-Baccalaureate Chinese Medicine, Tzu Chi University, Hualien, Taiwan
| | - Chih-Hsun Yi
- Department of Medicine, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation and Tzu Chi University, Hualien, Taiwan
| | - Lin Lin
- Department of Medicine, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation and Tzu Chi University, Hualien, Taiwan
| | - Wei-Yi Lei
- Department of Medicine, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation and Tzu Chi University, Hualien, Taiwan
| | - Shu-Wei Liang
- Department of Medicine, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation and Tzu Chi University, Hualien, Taiwan
| | - Jui-Sheng Hung
- Department of Medicine, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation and Tzu Chi University, Hualien, Taiwan
| | - Jee-Fu Huang
- Hepatobiliary Division, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
| | - Chien-Lin Chen
- Department of Medicine, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation and Tzu Chi University, Hualien, Taiwan.,Institute of Medical Sciences, Tzu Chi University, Hualien, Taiwan
| | - Ma Ai Thanda Han
- Division of Gastroenterology and Hepatology, Department of Medicine, Rutgers New Jersey Medical School, Newark, New Jersey, USA.,Division of Gastroenterology and Hepatology, Department of Medicine, Banner University Medical Center, University of Arizona, Phoenix, Arizona, USA
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21
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Doycheva I, Erickson D, Watt KD. Growth hormone deficiency and NAFLD: An overlooked and underrecognized link. Hepatol Commun 2022; 6:2227-2237. [PMID: 35765700 PMCID: PMC9426379 DOI: 10.1002/hep4.1953] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 02/07/2022] [Accepted: 03/13/2022] [Indexed: 11/17/2022] Open
Abstract
Growth hormone and its mediator insulin‐like growth factor‐1 exert their effect on different organs and control various physiologic metabolic processes. Adult growth hormone deficiency (AGHD) presents with one or more components of metabolic syndrome and can be associated with nonalcoholic fatty liver disease (NAFLD). AGHD is present in spectrum of hypothalamic/pituitary disorders as well as cranial radiation of brain tumors and often remains underdiagnosed or untreated due to its nonspecific symptoms, relatively difficult diagnosis in some clinical scenarios, and various barriers to treatment. NAFLD usually develops soon after diagnosis of AGHD and might progress rapidly to nonalcoholic steatohepatitis (NASH) with advanced fibrosis, eventually requiring liver transplantation. A timely initiation of growth hormone replacement therapy might be important, although studies so far have demonstrated controversial results on NAFLD, primarily due to small sample size and different diagnostic methods of NAFLD. Increased awareness of the association between AGHD and NAFLD would facilitate early diagnosis of NAFLD and NASH if present. Therefore, a multidisciplinary approach involving hepatology and endocrinology should become a standard of care for these patients.
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Affiliation(s)
- Iliana Doycheva
- Section of Endocrinology, Diabetes, and Metabolism, University of Chicago, Chicago, Illinois, USA
| | - Dana Erickson
- Division of Endocrinology, Metabolism and Nutrition, Mayo Clinic, Rochester, Minnesota, USA
| | - Kymberly D Watt
- Gastroenterology and Hepatology Department, Mayo Clinic, Rochester, Minnesota, USA
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Marie S, Tripp DKK, Cherrington NJ. Strategies to Diagnose Nonalcoholic Steatohepatitis: A Novel Approach to Take Advantage of Pharmacokinetic Alterations. Drug Metab Dispos 2022; 50:492-499. [PMID: 34531312 PMCID: PMC9014462 DOI: 10.1124/dmd.121.000413] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Accepted: 09/13/2021] [Indexed: 11/22/2022] Open
Abstract
Nonalcoholic steatohepatitis (NASH) is the progressive form of nonalcoholic fatty liver disease (NAFLD) and is diagnosed by a liver biopsy. Because of the invasiveness of a biopsy, the majority of patients with NASH are undiagnosed. Additionally, the prevalence of NAFLD and NASH creates the need for a simple screening method to differentiate patients with NAFLD versus NASH. Noninvasive strategies for diagnosing NAFLD versus NASH have been developed, typically relying on imaging techniques and endogenous biomarker panels. However, each technique has limitations, and none can accurately predict the associated functional impairment of drug metabolism and disposition. The function of several drug-metabolizing enzymes and drug transporters has been described in NASH that impacts drug pharmacokinetics. The aim of this review is to give an overview of the existing noninvasive strategies to diagnose NASH and to propose a novel strategy based on altered pharmacokinetics using an exogenous biomarker whose disposition and elimination pathways are directly impacted by disease progression. Altered disposition of safe and relatively inert exogenous compounds may provide the sensitivity and specificity needed to differentiate patients with NAFLD and NASH to facilitate a direct indication of hepatic impairment on drug metabolism and prevent subsequent adverse drug reactions. SIGNIFICANCE STATEMENT: This review provides an overview of the main noninvasive techniques (imaging and panels of biomarkers) used to diagnose NAFLD and NASH along with a biopsy. Pharmacokinetic changes have been identified in NASH, and this review proposes a new approach to predict NASH and the related risk of adverse drug reactions based on the assessment of drug elimination disruption using exogenous biomarkers.
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Affiliation(s)
- Solène Marie
- Department of Pharmacology and Toxicology, College of Pharmacy, University of Arizona, Tucson, Arizona
| | - David K K Tripp
- Department of Pharmacology and Toxicology, College of Pharmacy, University of Arizona, Tucson, Arizona
| | - Nathan J Cherrington
- Department of Pharmacology and Toxicology, College of Pharmacy, University of Arizona, Tucson, Arizona
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Pepin KM, Welle CL, Guglielmo FF, Dillman JR, Venkatesh SK. Magnetic resonance elastography of the liver: everything you need to know to get started. Abdom Radiol (NY) 2022; 47:94-114. [PMID: 34725719 PMCID: PMC9538666 DOI: 10.1007/s00261-021-03324-0] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 10/17/2021] [Accepted: 10/18/2021] [Indexed: 12/17/2022]
Abstract
Magnetic resonance elastography (MRE) of the liver has emerged as the non-invasive standard for the evaluation of liver fibrosis in chronic liver diseases (CLDs). The utility of MRE in the evaluation of different CLD in both adults and children has been demonstrated in several studies, and MRE has been recommended by several clinical societies. Consequently, the clinical indications for evaluation of CLD with MRE have increased, and MRE is currently used as an add-on test during routine liver MRI studies or as a standalone test. To meet the increasing clinical demand, MRE is being installed in many academic and private practice imaging centers. There is a need for a comprehensive practical guide to help these practices to deliver high-quality liver MRE studies as well as troubleshoot the common issues with MRE to ensure smooth running of the service. This comprehensive clinical practice review summarizes the indications and provides an overview on why to use MRE, technical requirements, system set-up, patient preparation, acquiring the data, and interpretation.
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Affiliation(s)
- Kay M Pepin
- Department of Radiology, Mayo Clinic, 200 First Street SW, Rochester, MN, USA
- Resoundant Inc, Rochester, MN, USA
| | - Christopher L Welle
- Department of Radiology, Mayo Clinic, 200 First Street SW, Rochester, MN, USA
| | | | - Jonathan R Dillman
- Department of Radiology, Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH, USA
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Han MAT, Olivo R, Choi CJ, Pyrsopoulos N. De novo and recurrence of metabolic dysfunction-associated fatty liver disease after liver transplantation. World J Hepatol 2021; 13:1991-2004. [PMID: 35070003 PMCID: PMC8727208 DOI: 10.4254/wjh.v13.i12.1991] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2021] [Revised: 07/27/2021] [Accepted: 11/25/2021] [Indexed: 02/06/2023] Open
Abstract
Metabolic dysfunction-associated fatty liver disease (MAFLD) is a new acronym adopted from the consensus of international experts. Given the increasing prevalence of MAFLD in pre-transplant settings, de novo and recurrent graft steatosis/MAFLD are common in post-transplant settings. The impact of graft steatosis on long-term outcomes is unclear. The current knowledge of incidence rate, risk factors, diagnosis, long-term outcomes, and management of graft steatosis (both de novo and recurrent) is discussed in this review.
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Affiliation(s)
- Ma Ai Thanda Han
- Department of Gastroenterology and Hepatology, Rutgers New Jersey Medical School, Newark, NJ 07103, United States
| | - Raquel Olivo
- Department of Gastroenterology and Hepatology, Rutgers University, New Jersey Medical School, Newark, NJ 07103, United States
| | - Catherine J Choi
- Department of Medicine, Rutgers New Jersey Medical School, Newark, NJ 07101, United States
| | - Nikolaos Pyrsopoulos
- Department of Gastroenterology and Hepatology, Rutgers New Jersey Medical School, Newark, NJ 07103, United
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Jung J, Loomba RR, Imajo K, Madamba E, Gandhi S, Bettencourt R, Singh S, Hernandez C, Valasek MA, Behling C, Richards L, Fowler K, Sirlin C, Nakajima A, Loomba R. MRE combined with FIB-4 (MEFIB) index in detection of candidates for pharmacological treatment of NASH-related fibrosis. Gut 2021; 70:1946-1953. [PMID: 33214165 PMCID: PMC8131405 DOI: 10.1136/gutjnl-2020-322976] [Citation(s) in RCA: 100] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Revised: 10/10/2020] [Accepted: 10/21/2020] [Indexed: 12/12/2022]
Abstract
OBJECTIVE Patients with non-alcoholic fatty liver disease (NAFLD) with ≥stage 2 fibrosis are at increased risk for liver-related mortality and are candidates for pharmacological therapies for treatment of NAFLD. The aim of this prospective cohort study is to examine the diagnostic accuracy of MR elastography (MRE) combined with fibrosis-4 (FIB-4) in diagnosing ≥stage 2 fibrosis (candidates for pharmacological therapies). DESIGN This is a cross-sectional analysis of a prospective cohort (University of California at San Diego (UCSD)-NAFLD) including 238 consecutive patients with contemporaneous MRE and biopsy-proven NAFLD. Non-alcoholic steatohepatitis-Clinical Research Network-Histologic Scoring System was used to assess histology. The radiologist and pathologist were blinded to clinical, pathological and imaging data, respectively. Receiver operating characteristics (ROCs) were determined to examine the diagnostic accuracy of MRE and FIB-4 for diagnosis of ≥stage 2 fibrosis in NAFLD. We then validated these findings in an independent validation cohort derived from Yokohama City University in Japan (Japan-NAFLD Cohort; N=222 patients). RESULTS In the UCSD-NAFLD (training) Cohort, MRE demonstrated a clinically significant diagnostic accuracy for the detection of ≥stage 2 fibrosis with an area under the ROC curve (AUROC) of 0.93 (95% CI 0.90 to 0.97) vs FIB-4 with an AUROC of 0.78 (95% CI 0.71 to 0.85), which was both clinically and statistically significant (p<0.0001). We then combined MRE with FIB-4 (MRE ≥3.3 kPa and FIB-4 ≥1.6) to develop a clinical prediction rule to rule in ≥stage 2 fibrosis patients which had positive predictive value (PPV) of 97.1% (p<0.02) in the UCSD-NAFLD cohort (AUROC of 0.90 (95% CI 0.85 to 0.95)) which remained significant at PPV of 91.0% (p<0.003) in the Japan-NAFLD Cohort (AUROC of 0.84 (95% CI 0.78 to 0.89)). CONCLUSION MRE combined with FIB-4 (MEFIB) index may be used for non-invasive identification of candidates for (≥stage 2 fibrosis) pharmacological therapy among patients with NAFLD with a high PPV.
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Affiliation(s)
- Jinho Jung
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla, United States
| | - Rohan R Loomba
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla, United States
| | - Kento Imajo
- Yokohama City University Graduate School of Medicine, Department of Gastroenterology, Yokohama, Japan
| | - Egbert Madamba
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla, United States
| | - Sanil Gandhi
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla, United States
| | - Ricki Bettencourt
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla, United States
| | - Seema Singh
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla, United States
| | - Carolyn Hernandez
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla, United States
| | - Mark A. Valasek
- University of California at San Diego, Department of Pathology, La Jolla, United States
| | - Cynthia Behling
- Sharp Medical Group, Department of Pathology, San Diego, United States
| | - Lisa Richards
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla, United States
| | - Kathryn Fowler
- University of California at San Diego, Liver Imaging Group, Department of Radiology, La Jolla, United States
| | - Claude Sirlin
- University of California at San Diego, Liver Imaging Group, Department of Radiology, La Jolla, United States
| | - Atsushi Nakajima
- Yokohama City University Graduate School of Medicine, Department of Gastroenterology, Yokohama, Japan
| | - Rohit Loomba
- NAFLD Research Center, Division of Gastroenterology and Hepatology, Department of Medicine, University of California at San Diego, La Jolla, California, USA .,Department of Family Medicine and Public Health, University of California San Diego, La Jolla, California, USA
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Selvaraj EA, Mózes FE, Jayaswal ANA, Zafarmand MH, Vali Y, Lee JA, Levick CK, Young LAJ, Palaniyappan N, Liu CH, Aithal GP, Romero-Gómez M, Brosnan MJ, Tuthill TA, Anstee QM, Neubauer S, Harrison SA, Bossuyt PM, Pavlides M. Diagnostic accuracy of elastography and magnetic resonance imaging in patients with NAFLD: A systematic review and meta-analysis. J Hepatol 2021; 75:770-785. [PMID: 33991635 DOI: 10.1016/j.jhep.2021.04.044] [Citation(s) in RCA: 189] [Impact Index Per Article: 47.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Revised: 03/15/2021] [Accepted: 04/25/2021] [Indexed: 02/08/2023]
Abstract
BACKGROUND AND AIMS Vibration-controlled transient elastography (VCTE), point shear wave elastography (pSWE), 2-dimensional shear wave elastography (2DSWE), magnetic resonance elastography (MRE), and magnetic resonance imaging (MRI) have been proposed as non-invasive tests for patients with non-alcoholic fatty liver disease (NAFLD). This study evaluated their diagnostic accuracy for liver fibrosis and non-alcoholic steatohepatitis (NASH). METHODS PubMED/MEDLINE, EMBASE and the Cochrane Library were searched for studies examining the diagnostic accuracy of these index tests, against histology as the reference standard, in adult patients with NAFLD. Two authors independently screened and assessed methodological quality of studies and extracted data. Summary estimates of sensitivity, specificity and area under the curve (sAUC) were calculated for fibrosis stages and NASH, using a random effects bivariate logit-normal model. RESULTS We included 82 studies (14,609 patients). Meta-analysis for diagnosing fibrosis stages was possible in 53 VCTE, 11 MRE, 12 pSWE and 4 2DSWE studies, and for diagnosing NASH in 4 MRE studies. sAUC for diagnosis of significant fibrosis were: 0.83 for VCTE, 0.91 for MRE, 0.86 for pSWE and 0.75 for 2DSWE. sAUC for diagnosis of advanced fibrosis were: 0.85 for VCTE, 0.92 for MRE, 0.89 for pSWE and 0.72 for 2DSWE. sAUC for diagnosis of cirrhosis were: 0.89 for VCTE, 0.90 for MRE, 0.90 for pSWE and 0.88 for 2DSWE. MRE had sAUC of 0.83 for diagnosis of NASH. Three (4%) studies reported intention-to-diagnose analyses and 15 (18%) studies reported diagnostic accuracy against pre-specified cut-offs. CONCLUSIONS When elastography index tests are acquired successfully, they have acceptable diagnostic accuracy for advanced fibrosis and cirrhosis. The potential clinical impact of these index tests cannot be assessed fully as intention-to-diagnose analyses and validation of pre-specified thresholds are lacking. LAY SUMMARY Non-invasive tests that measure liver stiffness or use magnetic resonance imaging (MRI) have been suggested as alternatives to liver biopsy for assessing the severity of liver scarring (fibrosis) and fatty inflammation (steatohepatitis) in patients with non-alcoholic fatty liver disease (NAFLD). In this study, we summarise the results of previously published studies on how accurately these non-invasive tests can diagnose liver fibrosis and inflammation, using liver biopsy as the reference. We found that some techniques that measure liver stiffness had a good performance for the diagnosis of severe liver scarring.
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Affiliation(s)
- Emmanuel Anandraj Selvaraj
- Oxford Centre for Clinical Magnetic Resonance Research, Radcliffe Department of Medicine, University of Oxford, Oxford, UK; Translational Gastroenterology Unit, Nuffield Department of Medicine, University of Oxford, Oxford, UK; NIHR Oxford Biomedical Research Centre, Oxford University Hospitals NHS Foundation Trust and the University of Oxford, Oxford, UK
| | - Ferenc Emil Mózes
- Oxford Centre for Clinical Magnetic Resonance Research, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - Arjun Narayan Ajmer Jayaswal
- Oxford Centre for Clinical Magnetic Resonance Research, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - Mohammad Hadi Zafarmand
- Department of Epidemiology and Data Science, Amsterdam UMC, University of Amsterdam, The Netherlands
| | - Yasaman Vali
- Department of Epidemiology and Data Science, Amsterdam UMC, University of Amsterdam, The Netherlands
| | - Jenny A Lee
- Department of Epidemiology and Data Science, Amsterdam UMC, University of Amsterdam, The Netherlands
| | - Christina Kim Levick
- Oxford Centre for Clinical Magnetic Resonance Research, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - Liam Arnold Joseph Young
- Oxford Centre for Clinical Magnetic Resonance Research, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - Naaventhan Palaniyappan
- NIHR Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust and the University of Nottingham, Nottingham, UK
| | - Chang-Hai Liu
- UCM Digestive Diseases. Virgen del Rocio University Hospital. Institute of Biomedicine of Seville, University of Seville, Sevilla, Spain; Center for Infectious Diseases, West China Hospital of Sichuan University; Division of Infectious Diseases, State Key Laboratory of Biotherapy and Center of Infectious Disease, West China Hospital, Sichuan University, Chengdu, China
| | - Guruprasad Padur Aithal
- NIHR Nottingham Biomedical Research Centre, Nottingham University Hospitals NHS Trust and the University of Nottingham, Nottingham, UK
| | - Manuel Romero-Gómez
- UCM Digestive Diseases. Virgen del Rocio University Hospital. Institute of Biomedicine of Seville, University of Seville, Sevilla, Spain
| | - M Julia Brosnan
- Internal Medicine Research Unit, Pfizer Inc, Cambridge, MA, USA
| | | | - Quentin M Anstee
- Liver Research Group, Translational & Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK; NIHR Newcastle Biomedical Research Centre, Newcastle upon Tyne Hospitals, NHS Foundation Trust, Newcastle upon Tyne, UK
| | - Stefan Neubauer
- Oxford Centre for Clinical Magnetic Resonance Research, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - Stephen A Harrison
- Oxford Centre for Clinical Magnetic Resonance Research, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
| | - Patrick M Bossuyt
- Department of Epidemiology and Data Science, Amsterdam UMC, University of Amsterdam, The Netherlands
| | - Michael Pavlides
- Oxford Centre for Clinical Magnetic Resonance Research, Radcliffe Department of Medicine, University of Oxford, Oxford, UK; Translational Gastroenterology Unit, Nuffield Department of Medicine, University of Oxford, Oxford, UK; NIHR Oxford Biomedical Research Centre, Oxford University Hospitals NHS Foundation Trust and the University of Oxford, Oxford, UK.
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Fibrosis-4 Index vs Nonalcoholic Fatty Liver Disease Fibrosis Score in Identifying Advanced Fibrosis in Subjects With Nonalcoholic Fatty Liver Disease: A Meta-Analysis. Am J Gastroenterol 2021; 116:1833-1841. [PMID: 34160377 DOI: 10.14309/ajg.0000000000001337] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Accepted: 05/12/2021] [Indexed: 12/11/2022]
Abstract
INTRODUCTION In subjects with nonalcoholic fatty liver disease (NAFLD), advanced fibrosis (AF) carries the highest risk of adverse liver-related events. To reduce the number of unnecessary biopsies, several noninvasive tools (NITs) for the risk stratification of fibrosis have been developed. We conducted this meta-analysis to assess the performance of the fibrosis-4 index (FIB-4) and NAFLD fibrosis scores (NFS), the 2 most common NITs, for the appropriate selection of subjects with AF for biopsy. METHODS Four databases were searched until December 2020 (CRD42021224766). Original articles reporting data on the performance of FIB-4 and NFS, interpreted according to standard cutoffs in subjects with biopsy-proven NAFLD, were included. Separate data extractions were performed according to the lower cutoff, the higher cutoff, and the dual threshold approach. The numbers of subjects classified as true-negative, true-positive, false-negative, and false-positive were extracted. Summary operating points were estimated using a random-effects model. RESULTS Eighteen studies evaluating 12,604 subjects were included. Participants were adult outpatients with biopsy-proven NAFLD or nonalcoholic steatohepatitis. Overall, a weak-to-moderate performance was found for both scores. The head-to-head comparison showed FIB-4 to be associated with a higher performance in ruling in and NFS in ruling out AF in the single threshold approach, whereas, with the dual threshold approach, a lower prevalence of indeterminate findings was found for FIB-4. DISCUSSION This meta-analysis suggested that currently available NITs have a limited performance in identifying AF among subjects with NAFLD. Further studies are needed to optimize existing thresholds or develop new NITs.
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Gidener T, Ahmed OT, Larson JJ, Mara KC, Therneau TM, Venkatesh SK, Ehman RL, Yin M, Allen AM. Liver Stiffness by Magnetic Resonance Elastography Predicts Future Cirrhosis, Decompensation, and Death in NAFLD. Clin Gastroenterol Hepatol 2021; 19:1915-1924.e6. [PMID: 33010409 PMCID: PMC9096913 DOI: 10.1016/j.cgh.2020.09.044] [Citation(s) in RCA: 72] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Revised: 09/10/2020] [Accepted: 09/21/2020] [Indexed: 12/12/2022]
Abstract
OBJECTIVES Magnetic resonance elastography (MRE) is the most accurate method of liver stiffness measurement (LSM) in nonalcoholic fatty liver disease (NAFLD). We aimed to investigate the role of MRE in the prediction of hard outcomes in NAFLD. METHODS AND RESULTS Adults with NAFLD who underwent MRE between 2007 and 2019 at Mayo Clinic, Rochester were identified. Cox regression analyses were used to explore the predictive role of baseline LSM for 1) development of cirrhosis in noncirrhotic NAFLD and 2) development of liver decompensation or death in those with compensated cirrhosis. A total of 829 NAFLD subjects (54% women, median age 58 years) were identified. Of 639 subjects without cirrhosis, 20 developed cirrhosis after a median follow-up of 4 years. Baseline LSM was predictive of future cirrhosis development: age-adjusted HR = 2.93 (95% CI, 1.86-4.62, p <.0001) per 1 kPa increment (C-statistic = 0.86). Baseline LSM by MRE can be used to guide timing of longitudinal noninvasive monitoring: 5, 3 and 1 years for LSM of 2, 3 and 4-5 kPa, respectively. Of 194 subjects with compensated cirrhosis, 81 developed decompensation or death after a median follow-up of 5 years. Baseline LSM was predictive of future decompensation or death: HR = 1.32 (95% CI, 1.13-1.56, p = .0007) per 1 kPa increment after adjusting for age, sex and MELD-Na. The 1-year probability of future decompensation or death in cirrhosis with baseline LSM of 5 kPa vs 8 kPa is 9% vs 20%, respectively. CONCLUSION In NAFLD, LSM by MRE is a significant predictor of future development of cirrhosis. These data expand the role of MRE in clinical practice beyond the estimation of liver fibrosis and provide important evidence that improves individualized disease monitoring and patient counseling.
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Affiliation(s)
- Tolga Gidener
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota
| | - Omar T Ahmed
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota
| | - Joseph J. Larson
- Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota
| | - Kristin C. Mara
- Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota
| | - Terry M. Therneau
- Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, Minnesota
| | | | | | - Meng Yin
- Department of Radiology, Mayo Clinic, Rochester, Minnesota
| | - Alina M. Allen
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota
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Yang JY, Qiu BS. The Advance of Magnetic Resonance Elastography in Tumor Diagnosis. Front Oncol 2021; 11:722703. [PMID: 34532290 PMCID: PMC8438294 DOI: 10.3389/fonc.2021.722703] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Accepted: 08/04/2021] [Indexed: 11/13/2022] Open
Abstract
The change in tissue stiffness caused by pathological changes in the tissue's structure could be detected earlier, prior to the manifestation of their clinical features. Magnetic resonance elastography (MRE) is a noninvasive imaging technique that uses low-frequency vibrations to quantitatively measure the elasticity or stiffness of tissues. In tumor tissue, stiffness is directly related to tumor development, invasion, metastasis, and chemoradiotherapy resistance. It also dictates the choice of surgical method. At present, MRE is widely used in assessing different human organs, such as the liver, brain, breast, prostate, uterus, gallbladder, and colon stiffness. In the field of oncology, MRE's value lies in tumor diagnosis (especially early diagnosis), selection of treatment method, and prognosis evaluation. This article summarizes the principle of MRE and its research and application progress in tumor diagnosis and treatment.
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Affiliation(s)
- Jin-Ying Yang
- Laboratory Center for Information Science, University of Science and Technology of China, Hefei, China
| | - Ben-Sheng Qiu
- Hefei National Lab for Physical Sciences at the Microscale and the Centers for Biomedical Engneering, University of Science and Technology of China, Hefei, China
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Papachristodoulou A, Kavvadas D, Karamitsos A, Papamitsou T, Chatzidimitriou M, Sioga A. Diagnosis and Staging of Pediatric Non-Alcoholic Fatty Liver Disease: Is Classical Ultrasound the Answer? Pediatr Rep 2021; 13:312-321. [PMID: 34201230 PMCID: PMC8293345 DOI: 10.3390/pediatric13020039] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Revised: 05/19/2021] [Accepted: 06/01/2021] [Indexed: 12/15/2022] Open
Abstract
The increased prevalence of non-alcoholic fatty liver disease (NAFLD) requires special attention in pediatric patients, as it manifests in them in a more severe and progressive way compared to adults. The implementation of the appropriate therapeutic interventions is determinant of the attempts to treat it. For that purpose, early diagnosis and staging of the disease is essential. The purpose of this review was to find and reveal the most appropriate diagnostic strategies and tools for diagnosis and staging of pediatric NAFLD/NASH based on their accuracy, safety and effectiveness. The methodology followed was that of the literature review. Particular emphasis was put on the recent bibliography. A comparative study of published articles about the diagnosis and management of pediatric NAFLD/NASH was also performed. In terms of diagnosis, the findings converged on the use of classical ultrasound. Ultrasound presented average sensitivity and specificity for diagnosing the disease in children, while in the adult population, sensitivity and specificity were significantly higher. Proton density fat fraction magnetic resonance imaging has been increasingly used for the diagnosis of steatosis in pediatric patients. Elastography is an effective tool for staging liver fibrosis and discriminating NASH from NAFLD in children. Even though liver biopsy is the gold standard, especially for NASH, it should be avoided for pediatric patients. Biochemical tests are less specific and less sensitive for the diagnosis of NAFLD, and some of them are of high cost. It seems that diagnostic imaging should be a first-line tool for the staging and monitoring pediatric NAFLD/NASH in order for appropriate interventions to be implanted in a timely way.
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Affiliation(s)
- Angeliki Papachristodoulou
- Laboratory of Histology and Embryology, School of Medicine, Faculty of Health, Aristotle University of Thessaloniki, 541 24 Thessaloniki, Greece; (A.P.); (D.K.); (A.S.)
| | - Dimitrios Kavvadas
- Laboratory of Histology and Embryology, School of Medicine, Faculty of Health, Aristotle University of Thessaloniki, 541 24 Thessaloniki, Greece; (A.P.); (D.K.); (A.S.)
| | - Athanasios Karamitsos
- 2nd Department of Ophthalmology, School of Medicine, Faculty of Health, Aristotle University of Thessaloniki, 541 24 Thessaloniki, Greece;
| | - Theodora Papamitsou
- Laboratory of Histology and Embryology, School of Medicine, Faculty of Health, Aristotle University of Thessaloniki, 541 24 Thessaloniki, Greece; (A.P.); (D.K.); (A.S.)
| | - Maria Chatzidimitriou
- Department of Biomedical Sciences, School of Health Sciences, International University of Greece, 574 00 Thessaloniki, Greece;
| | - Antonia Sioga
- Laboratory of Histology and Embryology, School of Medicine, Faculty of Health, Aristotle University of Thessaloniki, 541 24 Thessaloniki, Greece; (A.P.); (D.K.); (A.S.)
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Trujillo MJ, Chen J, Rubin JM, Gao J. Non-invasive imaging biomarkers to assess nonalcoholic fatty liver disease: A review. Clin Imaging 2021; 78:22-34. [PMID: 33721575 DOI: 10.1016/j.clinimag.2021.02.039] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Revised: 02/25/2021] [Accepted: 02/28/2021] [Indexed: 02/07/2023]
Abstract
This review summarizes the current state of non-invasive diagnosis of non-alcoholic fatty liver disease (NAFLD). This begins with a brief discussion of blood-based analysis (serum biomarkers) then progresses through various imaging modalities (imaging biomarkers) including magnetic resonance (MR), computed tomography (CT), and ultrasound-based imaging methods. The review concludes with comment on the advantages, disadvantages, and prospects of commercially available modalities and the impact they may have on diagnosis and management of patients with NAFLD.
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Affiliation(s)
| | - Johnson Chen
- Weill Cornell Medicine, Cornell University, NY, New York, USA
| | | | - Jing Gao
- Rocky Vista University, Ivins, UT, USA; Weill Cornell Medicine, Cornell University, NY, New York, USA.
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Pennisi G, Celsa C, Giammanco A, Spatola F, Petta S. The Relevance of Noninvasive Tools To Assess Fibrosis in Non-Alcoholic Fatty Liver Disease. Curr Pharm Des 2021; 26:3928-3938. [PMID: 32436818 DOI: 10.2174/1381612826666200521133307] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Accepted: 04/16/2020] [Indexed: 12/15/2022]
Abstract
Non-alcoholic fatty liver disease (NAFLD) is a growing cause of chronic liver diseases worldwide, involving about 25% of people. NAFLD incorporates a large spectrum of pathological conditions, from simple steatosis to non-alcoholic steatohepatitis (NASH), cirrhosis and its complications include hepatic decompensation and hepatocellular carcinoma (HCC). This progression occurs, over many years, in an asymptomatic way, until advanced fibrosis appears. Thus, the differentiation of NASH from simple steatosis and identification of advanced hepatic fibrosis are key issues. To date, the histological assessment of fibrosis with liver biopsy is the gold standard, but obviously, invasiveness is the greater threshold. In addition, rare but potentially life-threatening complications, poor acceptability, sampling variability and cost maybe restrict its use. Furthermore, due to the epidemic of NAFLD worldwide and several limitations of liver biopsy evaluation, noninvasive assessment tools to detect fibrosis in NAFLD patients are needed.
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Affiliation(s)
- Grazia Pennisi
- Sezione di Gastroenterologia e Epatologia, PROMISE, University of Palermo, Palermo, Italy
| | - Ciro Celsa
- Sezione di Gastroenterologia e Epatologia, PROMISE, University of Palermo, Palermo, Italy
| | - Antonina Giammanco
- Department of Health Promotion Sciences Maternal and Infantile Care, Internal Medicine and Medical Specialities, University of Palermo, Palermo, Italy
| | - Federica Spatola
- Sezione di Gastroenterologia e Epatologia, PROMISE, University of Palermo, Palermo, Italy
| | - Salvatore Petta
- Sezione di Gastroenterologia e Epatologia, PROMISE, University of Palermo, Palermo, Italy
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Andersen G, Plum-Mörschel L, Hockings PD, Morsing A, Palle MS, Svolgaard O, Flint A. Clinical Characteristics of a Non-Alcoholic Fatty Liver Disease Population Across the Fibrosis Spectrum Measured by Magnetic Resonance Elastography: Analysis of Screening Data. Adv Ther 2020; 37:4866-4876. [PMID: 33006125 PMCID: PMC7595995 DOI: 10.1007/s12325-020-01503-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Accepted: 09/11/2020] [Indexed: 02/08/2023]
Abstract
INTRODUCTION Non-alcoholic fatty liver disease (NAFLD), one of the most common liver diseases, is associated with liver-related complications and metabolic comorbidities. The phenotype is wide, ranging from simple steatosis to non-alcoholic steatohepatitis with advanced fibrosis. In this analysis of a phase 1 trial, clinical characteristics of screened subjects with NAFLD were studied according to the extent of fibrosis assessed using magnetic resonance elastography (MRE). METHODS One hundred ninety-four subjects with body mass index (BMI) of 25-40 kg/m2 and suspected NAFLD were assessed by MRE and grouped by MRE thresholds as a proxy for fibrosis staging (groups 0-4). Data were summarized by group levels, and correlation analyses between MRE values and clinical parameters (including magnetic resonance imaging-proton density fat fraction) were performed. RESULTS Most subjects had MRE values in the lower range (groups 0-1; N = 148). Type 2 diabetes (T2D) and BMI > 35 kg/m2 were more frequent in groups with higher than lower MRE values. Subjects in the highest MRE groups also tended to be older and have higher liver enzyme concentrations compared with lower MRE groups. No, or weak, correlations were found between MRE values and clinical parameters (all r values ≤ 0.45). CONCLUSIONS There was considerable variation and overlap in clinical characteristics across the spectrum of liver stiffness. Although groups with high MRE values generally included more subjects with T2D and obesity, and had higher age and concentrations of liver enzymes, the clinical characteristics did not strongly correlate with MRE scores in this population. TRIAL REGISTRATION Registered on Clinicaltrials.gov on November 29, 2017 (NCT03357380).
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Affiliation(s)
| | | | - Paul D Hockings
- Antaros Medical, BioVenture Hub, 43183, Mölndal, Sweden
- MedTech West, Chalmers University of Technology, Gothenburg, Sweden
| | - Anni Morsing
- Medical and Science, Obesity and Metabolism, Novo Nordisk A/S, Søborg, Denmark
| | - Mads S Palle
- Biostatistics, Global, Development, Novo Nordisk A/S, Søborg, Denmark
| | - Olivia Svolgaard
- Medical and Science, Obesity and Metabolism, Novo Nordisk A/S, Søborg, Denmark
| | - Anne Flint
- Clinical Pharmacology and Translational Medicine, Novo Nordisk A/S, Søborg, Denmark
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A Universal Gut-Microbiome-Derived Signature Predicts Cirrhosis. Cell Metab 2020; 32:878-888.e6. [PMID: 32610095 PMCID: PMC7822714 DOI: 10.1016/j.cmet.2020.06.005] [Citation(s) in RCA: 187] [Impact Index Per Article: 37.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/21/2020] [Revised: 04/20/2020] [Accepted: 06/08/2020] [Indexed: 12/18/2022]
Abstract
Dysregulation of the gut microbiome has been implicated in the progression of non-alcoholic fatty liver disease (NAFLD) to advanced fibrosis and cirrhosis. To determine the diagnostic capacity of this association, we compared stool microbiomes across 163 well-characterized participants encompassing non-NAFLD controls, NAFLD-cirrhosis patients, and their first-degree relatives. Interrogation of shotgun metagenomic and untargeted metabolomic profiles by using the random forest machine learning algorithm and differential abundance analysis identified discrete metagenomic and metabolomic signatures that were similarly effective in detecting cirrhosis (diagnostic accuracy 0.91, area under curve [AUC]). Combining the metagenomic signature with age and serum albumin levels accurately distinguished cirrhosis in etiologically and genetically distinct cohorts from geographically separated regions. Additional inclusion of serum aspartate aminotransferase levels, which are increased in cirrhosis patients, enabled discrimination of cirrhosis from earlier stages of fibrosis. These findings demonstrate that a core set of gut microbiome species might offer universal utility as a non-invasive diagnostic test for cirrhosis.
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MR elastography of liver: current status and future perspectives. Abdom Radiol (NY) 2020; 45:3444-3462. [PMID: 32705312 DOI: 10.1007/s00261-020-02656-7] [Citation(s) in RCA: 64] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2020] [Revised: 07/06/2020] [Accepted: 07/09/2020] [Indexed: 02/08/2023]
Abstract
Non-invasive evaluation of liver fibrosis has evolved over the last couple of decades. Currently, elastography techniques are the most widely used non-invasive methods for clinical evaluation of chronic liver disease (CLD). MR elastography (MRE) of the liver has been used in the clinical practice for nearly a decade and continues to be widely accepted for detection and staging of liver fibrosis. With MRE, one can directly visualize propagating shear waves through the liver and an inversion algorithm in the scanner automatically converts the shear wave properties into an elastogram (stiffness map) on which liver stiffness can be calculated. The commonly used MRE method, two-dimensional gradient recalled echo (2D-GRE) sequence has produced excellent results in the evaluation of liver fibrosis in CLD from various etiologies and newer clinical indications continue to emerge. Advances in MRE technique, including 3D MRE, automated liver elasticity calculation, improvements in shear wave delivery and patient experience, are promising to provide a faster and more reliable MRE of liver. Innovations, including evaluation of mechanical parameters, such as loss modulus, displacement, and volumetric strain, are promising for comprehensive evaluation of CLD as well as understanding pathophysiology, and in differentiating various etiologies of CLD. In this review, the current status of the MRE of liver in CLD are outlined and followed by a brief description of advanced techniques and innovations in MRE of liver.
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Campos-Murguía A, Ruiz-Margáin A, González-Regueiro JA, Macías-Rodríguez RU. Clinical assessment and management of liver fibrosis in non-alcoholic fatty liver disease. World J Gastroenterol 2020; 26:5919-5943. [PMID: 33132645 PMCID: PMC7584064 DOI: 10.3748/wjg.v26.i39.5919] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Revised: 05/24/2020] [Accepted: 09/22/2020] [Indexed: 02/06/2023] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) is among the most frequent etiologies of cirrhosis worldwide, and it is associated with features of metabolic syndrome; the key factor influencing its prognosis is the progression of liver fibrosis. This review aimed to propose a practical and stepwise approach to the evaluation and management of liver fibrosis in patients with NAFLD, analyzing the currently available literature. In the assessment of NAFLD patients, it is important to identify clinical, genetic, and environmental determinants of fibrosis development and its progression. To properly detect fibrosis, it is important to take into account the available methods and their supporting scientific evidence to guide the approach and the sequential selection of the best available biochemical scores, followed by a complementary imaging study (transient elastography, magnetic resonance elastography or acoustic radiation force impulse) and finally a liver biopsy, when needed. To help with the selection of the most appropriate method a Fagan's nomogram analysis is provided in this review, describing the diagnostic yield of each method and their post-test probability of detecting liver fibrosis. Finally, treatment should always include diet and exercise, as well as controlling the components of the metabolic syndrome, +/- vitamin E, considering the presence of sleep apnea, and when available, allocate those patients with advanced fibrosis or high risk of progression into clinical trials. The final end of this approach should be to establish an opportune diagnosis and treatment of liver fibrosis in patients with NAFLD, aiming to decrease/stop its progression and improve their prognosis.
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Affiliation(s)
- Alejandro Campos-Murguía
- Department of Gastroenterology, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City 14080, Mexico
| | - Astrid Ruiz-Margáin
- Department of Gastroenterology, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City 14080, Mexico
| | - José A González-Regueiro
- Department of Gastroenterology, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City 14080, Mexico
| | - Ricardo U Macías-Rodríguez
- Department of Gastroenterology, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City 14080, Mexico
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Caussy C, Johansson L. Magnetic resonance-based biomarkers in nonalcoholic fatty liver disease and nonalcoholic steatohepatitis. Endocrinol Diabetes Metab 2020; 3:e00134. [PMID: 33102797 PMCID: PMC7576227 DOI: 10.1002/edm2.134] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2019] [Revised: 02/16/2020] [Accepted: 03/14/2020] [Indexed: 12/11/2022] Open
Abstract
Nonalcoholic fatty liver disease is a growing epidemic affecting 30% of the adult population in the Western world. Its progressive form, nonalcoholic steatohepatitis (NASH), is associated with an increased risk of advanced fibrosis, cirrhosis and liver-related mortality. Therefore, the detection of NAFLD and risk stratification according to the severity of the disease is crucial for the management of patients with NAFLD. Liver biopsy for such risk stratification strategies is limited by its cost and risks; therefore, noninvasive alternatives have been developed. Among noninvasive biomarkers developed in NAFLD, magnetic resonance (MR)-based biomarkers have emerged as key noninvasive biomarkers in NAFLD with the ability to accurately detect hepatic steatosis and liver fibrosis. The potential utility of MRI for the detection of NASH and functional liver assessment has also recently emerged. In the current review, we will discuss the data supporting the utility of MR-based biomarker for the detection of features of NAFLD and its potential use in clinical practice and clinical research in NAFLD.
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Affiliation(s)
- Cyrielle Caussy
- Univ LyonCarMen LaboratoryINSERMINRAINSA LyonUniversité Claude Bernard Lyon 1Pierre‐BéniteFrance
- Hospices Civils de LyonDépartement EndocrinologieDiabète et NutritionHôpital Lyon SudPierre‐BéniteFrance
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Trandafir LM, Frasinariu OE, Leon-Constantin MM, Chiriac Ş, Trandafirescu MF, Miron IC, Luca AC, Iordache AC, Cojocaru E. Pediatric nonalcoholic fatty liver disease - a changing diagnostic paradigm. ROMANIAN JOURNAL OF MORPHOLOGY AND EMBRYOLOGY = REVUE ROUMAINE DE MORPHOLOGIE ET EMBRYOLOGIE 2020; 61:1023-1031. [PMID: 34171051 PMCID: PMC8343491 DOI: 10.47162/rjme.61.4.04] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Accepted: 05/22/2021] [Indexed: 11/05/2022]
Abstract
Worldwide, nonalcoholic fatty liver disease (NAFLD) has emerged as the leading cause of chronic liver disease in children and adolescents, but also as a real public health issue. Over the last decades, the increase in the rates of obesity and overweight in children has led to the increase in the worldwide prevalence of pediatric NAFLD. Detection of a hyperechoic appearance of the liver at ultrasounds or elevated levels of transaminases, identified during a routine control in children, suggests NAFLD. The disorder can be diagnosed with either non-invasive strategies or through liver biopsy, which further allows the identification of specific histological aspects, distinct from those found in adults. Since NAFLD is a clinically heterogeneous disease, there is an imperative need to identify noninvasive biomarkers and screening techniques for early diagnosis in children, in order to prevent metabolic and cardiovascular complications later in adulthood. This review emphasizes the main diagnosis tools in pediatric NAFLD, a systemic disorder with multifactorial pathogenesis and varying clinical manifestations.
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Affiliation(s)
- Laura Mihaela Trandafir
- Department of Mother and Child Medicine – Pediatrics, Grigore T. Popa University of Medicine and Pharmacy, Iaşi, Romania
| | - Otilia Elena Frasinariu
- Department of Mother and Child Medicine – Pediatrics, Grigore T. Popa University of Medicine and Pharmacy, Iaşi, Romania
| | | | - Ştefan Chiriac
- First Medical Department, Grigore T. Popa University of Medicine and Pharmacy, Iaşi, Romania
| | | | - Ingrith Crenguţa Miron
- Department of Mother and Child Medicine – Pediatrics, Grigore T. Popa University of Medicine and Pharmacy, Iaşi, Romania
| | - Alina Costina Luca
- Department of Mother and Child Medicine – Pediatrics, Grigore T. Popa University of Medicine and Pharmacy, Iaşi, Romania
| | - Alin Constantin Iordache
- Second Surgery Department – Neurosurgery, Grigore T. Popa University of Medicine and Pharmacy, Iaşi, Romania
| | - Elena Cojocaru
- Department of Morphofunctional Sciences I – Pathology, Grigore T. Popa University of Medicine and Pharmacy, Iaşi, Romania
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Noninvasive Tests (NITs) for Hepatic Fibrosis in Fatty Liver Syndrome. Life (Basel) 2020; 10:life10090198. [PMID: 32933184 PMCID: PMC7555355 DOI: 10.3390/life10090198] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Revised: 09/09/2020] [Accepted: 09/11/2020] [Indexed: 12/15/2022] Open
Abstract
Fatty liver syndrome is an emerging health problem in the world, due to the high prevalence of obesity and alcohol use disorder. Given the nature of the disease's advancement to cirrhosis and liver-related complications, it is important to assess the severity of the disease, which is typically done via a liver biopsy. Due to the limitations and risks of liver biopsy, the role of noninvasive tests is essential and evolving to stratify the stage of the liver disease, predict the outcomes, and/or monitor the treatment response. This review is focused on noninvasive tests, including the use of serum-based biomarkers, ultrasound-based shear wave elastography, transient elastography, and magnetic resonance elastography in both clinical and research settings.
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Han MAT, Vipani A, Noureddin N, Ramirez K, Gornbein J, Saouaf R, Baniesh N, Cummings-John O, Okubote T, Setiawan VW, Rotman Y, Loomba R, Alkhouri N, Noureddin M. MR elastography-based liver fibrosis correlates with liver events in nonalcoholic fatty liver patients: A multicenter study. Liver Int 2020; 40:2242-2251. [PMID: 32652744 DOI: 10.1111/liv.14593] [Citation(s) in RCA: 47] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Revised: 06/23/2020] [Accepted: 07/01/2020] [Indexed: 12/19/2022]
Abstract
BACKGROUND & AIMS Liver fibrosis assessed by liver biopsy is predictive of clinical liver events in patients with nonalcoholic fatty liver disease (NAFLD). Magnetic resonance elastography (MRE) correlates with liver biopsy in assessing liver fibrosis. However, data assessing the relationship between MRE and clinical liver events are lacking. We investigated the association between MRE and clinical liver events/death and identified the cut-off to predict clinical liver events in NAFLD patients. METHODS We conducted a multicenter retrospective study of NAFLD patients who underwent MRE between 2016 and 2019. Clinical liver events were defined as decompensation events and death. We categorized patients into noncirrhosis, compensated cirrhosis and decompensated cirrhosis. Fisher's exact test was used to test association strength. Receiver operative curve methods were used to determine the optimal cut-off of MRE liver stiffness and to maximize the accuracy for classifying noncirrhosis, compensated cirrhosis and decompensated cirrhosis. Logistic regression modelling was used to predict decompensation. RESULTS The study included 320 NAFLD patients who underwent MRE. The best threshold for distinguishing cirrhosis from noncirrhosis was 4.39 kPa (AUROC 0.92) and from decompensated cirrhosis was 6.48 kPa (AUROC 0.71). Odds of decompensation increased as liver stiffness increased (OR 3.28) (P < .001). Increased liver stiffness was associated with ascites, hepatic encephalopathy, oesophageal variceal bleeding and mortality (median 7.10, 10.15 and 10.15 kPa respectively). CONCLUSION In NAFLD patients, liver stiffness measured by MRE with a cut-off of ≥6.48 kPa is associated with decompensation and mortality, and specific MRE cut-offs are predictive of individual clinical liver events.
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Affiliation(s)
- Ma Ai Thanda Han
- Division of Digestive and Liver Diseases, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Aarshi Vipani
- Department of Internal Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Nabil Noureddin
- Department of Internal Medicine, University of Nevada, Las Vegas, NV, USA
| | - Kim Ramirez
- Fatty Liver Program, Division of Digestive and Liver Diseases, Comprehensive Transplant Program, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Jeffrey Gornbein
- Department of Biostatistics, University of California at Los Angeles, Los Angeles, CA, USA
| | - Rola Saouaf
- Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Nader Baniesh
- Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | | | | | | | - Yaron Rotman
- Liver & Energy Metabolism Unit, Liver Diseases Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institute of Health, Bethesda, MD, USA
| | - Rohit Loomba
- Division of Gastroenterology, NAFLD Translational Research Unit, Division of Epidemiology, Department of Family and Preventive Medicine, University of California at San Diego, La Jolla, CA, USA
| | - Naim Alkhouri
- Division of Liver, Texas Liver Institute, San Antonio, TX, USA
| | - Mazen Noureddin
- Fatty Liver Program, Division of Digestive and Liver Diseases, Comprehensive Transplant Program, Cedars-Sinai Medical Center, Los Angeles, CA, USA
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Loomba R, Adams LA. Advances in non-invasive assessment of hepatic fibrosis. Gut 2020; 69:1343-1352. [PMID: 32066623 PMCID: PMC7945956 DOI: 10.1136/gutjnl-2018-317593] [Citation(s) in RCA: 215] [Impact Index Per Article: 43.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/09/2019] [Revised: 01/27/2020] [Accepted: 01/28/2020] [Indexed: 12/14/2022]
Abstract
Liver fibrosis should be assessed in all individuals with chronic liver disease as it predicts the risk of future liver-related morbidity and thus need for treatment, monitoring and surveillance. Non-invasive fibrosis tests (NITs) overcome many limitations of liver biopsy and are now routinely incorporated into specialist clinical practice. Simple serum-based tests (eg, Fibrosis Score 4, non-alcoholic fatty liver disease Fibrosis Score) consist of readily available biochemical surrogates and clinical risk factors for liver fibrosis (eg, age and sex). These have been extensively validated across a spectrum of chronic liver diseases, however, tend to be less accurate than more 'complex' serum tests, which incorporate direct measures of fibrogenesis or fibrolysis (eg, hyaluronic acid, N-terminal propeptide of type three collagen). Elastography methods quantify liver stiffness as a marker of fibrosis and are more accurate than simple serum NITs, however, suffer increasing rates of unreliability with increasing obesity. MR elastography appears more accurate than sonographic elastography and is not significantly impacted by obesity but is costly with limited availability. NITs are valuable for excluding advanced fibrosis or cirrhosis, however, are not sufficiently predictive when used in isolation. Combining serum and elastography techniques increases diagnostic accuracy and can be used as screening and confirmatory tests, respectively. Unfortunately, NITs have not yet been demonstrated to accurately reflect fibrosis change in response to treatment, limiting their role in disease monitoring. However, recent studies have demonstrated lipidomic, proteomic and gut microbiome profiles as well as microRNA signatures to be promising techniques for fibrosis assessment in the future.
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Affiliation(s)
- Rohit Loomba
- NAFLD Research Center, Division of Gastroenterology and Epidemiology, University of California at San Diego, La Jolla, California, USA
| | - Leon A Adams
- Medicine and Pharmacology, The University of Western Australia, Nedlands, Western Australia, Australia
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Elastography Techniques for the Assessment of Liver Fibrosis in Non-Alcoholic Fatty Liver Disease. Int J Mol Sci 2020; 21:ijms21114039. [PMID: 32516937 PMCID: PMC7313067 DOI: 10.3390/ijms21114039] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Revised: 05/26/2020] [Accepted: 06/03/2020] [Indexed: 12/12/2022] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) is expected to increase in prevalence because of the ongoing epidemics of obesity and diabetes, and it has become a major cause of chronic liver disease worldwide. Liver fibrosis is associated with long-term outcomes in patients with NAFLD. Liver biopsy is recommended as the gold standard method for the staging of liver fibrosis. However, it has several problems. Therefore, simple and noninvasive methods for the diagnosis and staging of liver fibrosis are urgently needed in place of biopsy. This review discusses recent studies of elastography techniques (vibration-controlled transient elastography, point shear wave elastography, two-dimensional shear wave elastography, and magnetic resonance elastography) that can be used for the assessment of liver fibrosis in patients with NAFLD.
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43
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Liang Y, Li D. Magnetic resonance elastography in staging liver fibrosis in non-alcoholic fatty liver disease: a pooled analysis of the diagnostic accuracy. BMC Gastroenterol 2020; 20:89. [PMID: 32252641 PMCID: PMC7137512 DOI: 10.1186/s12876-020-01234-x] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2020] [Accepted: 03/24/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND This study was performed to systematically evaluate the accuracy of magnetic resonance elastography (MRE) in staging of liver fibrosis in non-alcoholic fatty liver disease (NAFLD). METHODS PUBMED, EMBASE, Web of Science, CNKI, Cochrane Library database were searched from January 2008 to December 2018 for studies related to MRE in the diagnosis of NAFLD liver fibrosis. The quality of the included literature was assessed by Quality Assessment of Diagnostic Accuracy Studies (QUADAS-2) tool. The pooled sensitivity, the pooled specificity, and area under the receiver operating characteristic curve (AUROC) value was performed by STATA 14.0 software. RESULTS A total of 12 studies were included, involving 910 patients. The pooled sensitivity and specificity of each group were 0.77 (95%CI 0.69-0.83) and 0.90 (95%CI 0.83-0.94) for F ≥ 1 (mild liver fibrosis), 0.87 (95%CI 0.74-0.94) and 0.86 (95%CI 0.71-0.94) for F ≥ 2 (significant liver fibrosis), 0.89 (95%CI 0.81-0.94) and 0.84 (95%CI 0.63-0.94) for F ≥ 3(severe liver fibrosis), 0.94 (95%CI 0.85-0.98) and 0.75 (95%CI 0.35-0.94) for F ≥ 4 (early cirrhosis), respectively. The area under the summary receiver operating characteristic (SROC) curve was 0.89, 0.93, 0.93, and 0.95, respectively. CONCLUSIONS MRE has high accuracy in the diagnosis of hepatic fibrosis staging in patients with NAFLD.
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Affiliation(s)
- Yuanzi Liang
- Department of Radiology, The People's Hospital of China Medical University & The People's Hospital of Liaoning Province, No. 33, Wenyi Road, Shenhe District, Shenyang, 110016, China
| | - Daowei Li
- Department of Radiology, The People's Hospital of China Medical University & The People's Hospital of Liaoning Province, No. 33, Wenyi Road, Shenhe District, Shenyang, 110016, China.
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Liver stiffness measured by MR elastography is a predictor of early HCC recurrence after treatment. Eur Radiol 2020; 30:4182-4192. [PMID: 32189053 DOI: 10.1007/s00330-020-06792-y] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2020] [Revised: 02/26/2020] [Accepted: 03/05/2020] [Indexed: 02/06/2023]
Abstract
OBJECTIVES Magnetic resonance elastography (MRE) is a non-invasive tool for measuring liver stiffness (LS) with high diagnostic accuracy. This study investigated whether quantified LS by MRE could predict early recurrence of patients with hepatocellular carcinoma (HCC) within the Milan criteria. METHODS A prospectively collected cohort, which included the HCC patients who underwent MRE before treatment (an HCC-MRE cohort), was analyzed. In the HCC-MRE cohort, only patients under the Milan criteria, who underwent hepatic resection, radiofrequency ablation (RFA), or transarterial chemoembolization (TACE), were reviewed. We investigated whether LS assessed by MRE was an independent predictor of early recurrence using Cox regressions and Kaplan-Meier analyses. RESULTS A total of 192 HCC patients under the Milan criteria who underwent hepatic resection (n = 96), RFA (n = 23), or TACE (n = 73) were included. Higher LS ratings (kPa; hazard ratio [HR] = 1.12; 95% confidence interval [CI] = 1.01-1.25; p = 0.040) emerged as an independent risk factor for early tumor recurrence. In the subgroup analysis, higher LS ratings were associated with higher risks of early HCC recurrence in both the resection/RFA group (> 4.5 kPa; HR = 2.95; 95% CI = 1.26-6.94; p = 0.013) and the TACE group (> 6 kPa; HR = 2.94; 95% CI = 1.27-6.83; p = 0.012). CONCLUSION LS assessed by MRE was an independent predictor of early recurrence among HCC patients under the Milan criteria after achieving a complete response. KEY POINTS • Liver parenchymal stiffness measured by MRE predicts early recurrence of treated HCC under Milan criteria. • A liver stiffness > 5.5 kPa was associated with worse recurrence-free survival. • Patients with high pre-treatment LS may benefit from stringent follow-up.
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Henry ZH, Argo CK. How to Identify the Patient with Nonalcoholic Steatohepatitis Who Will Progress to Cirrhosis. Gastroenterol Clin North Am 2020; 49:45-62. [PMID: 32033764 DOI: 10.1016/j.gtc.2019.09.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/21/2023]
Abstract
Non-alcoholic fatty liver disease (NAFLD) figures prominently into the clinical hepatology landscape. NAFLD represents a disease spectrum comprising simple steatosis, steatosis with elevated liver enzymes, and non-alcoholic steatohepatitis (NASH), the entity with clear potential for fibrosis progression. Risk factors associated with fibrosis progression in NASH include histologic findings of lobular inflammation and any fibrosis as well as clinical comorbidities that include type 2 diabetes, obesity, and metabolic syndrome. Liver biopsy remains the gold standard in evaluating NASH; however, noninvasive methods are accumulating evidence for a growing role in identifying patients at increased risk to develop NASH, fibrosis, and potentially cirrhosis.
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Affiliation(s)
- Zachary H Henry
- Division of Gastroenterology and Hepatology, University of Virginia Health System, Charlottesville, VA, USA
| | - Curtis K Argo
- Division of Gastroenterology and Hepatology, University of Virginia Health System, Charlottesville, VA, USA.
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Multiparametric MR Index for the Diagnosis of Non-Alcoholic Steatohepatitis in Patients with Non-Alcoholic Fatty Liver Disease. Sci Rep 2020; 10:2671. [PMID: 32060386 PMCID: PMC7021895 DOI: 10.1038/s41598-020-59601-3] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2019] [Accepted: 01/31/2020] [Indexed: 02/06/2023] Open
Abstract
Non-alcoholic steatohepatitis (NASH) is a complex disease consisting of various components including steatosis, lobular inflammation, and ballooning degeneration, with or without fibrosis. Therefore, it is difficult to diagnose NASH with only one imaging modality. This study was aimed to evaluate the feasibility of magnetic resonance imaging (MRI) for predicting NASH and to develop a non-invasive multiparametric MR index for the detection of NASH in non-alcoholic fatty liver disease (NAFLD) patients. This prospective study included 47 NAFLD patients who were scheduled to undergo or underwent ultrasound-guided liver biopsy within 2 months. Biopsy specimens were graded as NASH or non-NASH. All patients underwent non-enhanced MRI including MR spectroscopy (MRS), MR elastography (MRE), and T1 mapping. Diagnostic performances of MRS, MRE, and T1 mapping for grading steatosis, activity, and fibrosis were evaluated. A multiparametric MR index combining fat fraction (FF), liver stiffness (LS) value, and T1 relaxation time was developed using linear regression analysis. Receiver operating characteristic (ROC) curve analysis was performed to evaluate the diagnostic performance of the newly devised MR index. Twenty NASH patients and 27 non-NASH patients were included. Using MRS, MRE, and T1 mapping, the mean areas under the curve (AUCs) for grading steatosis, fibrosis, and activity were 0.870, 0.951, and 0.664, respectively. The multiparametric MR index was determined as 0.037 × FF (%) + 1.4 × LS value (kPa) + 0.004 × T1 relaxation time (msec) −3.819. ROC curve analysis of the MR index revealed an AUC of 0.883. The cut-off value of 6 had a sensitivity of 80.0% and specificity of 85.2%. The multiparametric MR index combining FF, LS value, and T1 relaxation time showed high diagnostic performance for detecting NASH in NAFLD patients.
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Weintraub J, Lopez Mitnik G, Dye B. Oral Diseases Associated with Nonalcoholic Fatty Liver Disease in the United States. J Dent Res 2019; 98:1219-1226. [PMID: 31369716 PMCID: PMC6755718 DOI: 10.1177/0022034519866442] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
The US prevalence of nonalcoholic fatty liver disease (NAFLD) is 30.6% and increasing. NAFLD shares some risk factors with periodontitis and dental caries. We explored the association between NAFLD and several oral conditions among US adults, using data from the cross-sectional, nationally representative National Health and Nutrition Examination Survey (NHANES), 1988 to 1994. NAFLD was assessed with ultrasonography (USON), the screening gold standard not available in the more recent NHANES, and the noninvasive Fibrosis Score (FS), Fatty Liver Index (FLI), and US Fatty Liver Index (US-FLI) as other screening alternatives. There were 5,421 eligible dentate adults aged 21 to 74 y with complete relevant data, with transferrin levels ≤50%, without hepatitis B or C, who were not heavy drinkers. Multivariable models were developed to examine the independent effects of moderate-severe periodontitis, untreated dental caries, caries experience, and tooth loss (<20 teeth) on NAFLD while controlling for clinical, biological, and sociodemographic factors. Weighted estimates for odds ratios (ORs) and 95% CIs were calculated with logistic regression. Between 17% and 24% of adults had NAFLD depending on the classification criteria. In adjusted models, as compared with those with better oral health, adults with <20 teeth were more likely to have NAFLD depending on the measure (USON: OR = 1.50, 95% CI = 1.11 to 2.02; FS: OR = 4.36, 95% CI = 3.47 to 5.49; FLI: OR = 1.99, 95% CI = 1.52 to 2.59; US-FLI: OR = 2.32, 95% CI = 1.79 to 3.01). People with moderate-severe periodontitis were more likely to have NAFLD (USON: OR = 1.54, 95% CI = 1.06 to 2.24; FS: OR = 3.10, 95% CI = 2.31 to 4.17; FLI: OR = 1.61, 95% CI = 1.13 to 2.28; US-FLI: OR = 2.21, 95% CI = 1.64 to 2.98). People with any untreated caries were more likely to have NAFLD (USON: OR = 1.51, 95% CI = 1.20 to 1.90; FLI: OR = 1.80, 95% CI = 1.33 to 2.44). NAFLD was associated with tooth loss, periodontitis, and, for some NAFLD measures, untreated dental caries but not overall caries experience after controlling for several key sociodemographic and behavioral factors. Results suggest that further evaluation is needed to better understand this health-oral health interrelationship and potential opportunities for medical-dental integration.
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Affiliation(s)
- J.A. Weintraub
- Adams School of Dentistry, University North
Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - G. Lopez Mitnik
- National Institute of Dental and Craniofacial
Research, National Institutes of Health, Bethesda, MD, USA
| | - B.A. Dye
- National Institute of Dental and Craniofacial
Research, National Institutes of Health, Bethesda, MD, USA
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Overview of the Pathogenesis, Genetic, and Non-Invasive Clinical, Biochemical, and Scoring Methods in the Assessment of NAFLD. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2019; 16:ijerph16193570. [PMID: 31554274 PMCID: PMC6801903 DOI: 10.3390/ijerph16193570] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Revised: 09/16/2019] [Accepted: 09/20/2019] [Indexed: 02/06/2023]
Abstract
Nonalcoholic fatty liver disease (NAFLD) is the most prevalent chronic liver disease worldwide. It represents a range of disorders, including simple steatosis, nonalcoholic steatohepatitis (NASH), and liver cirrhosis, and its prevalence continues to rise. In some cases, hepatocellular carcinoma (HCC) may develop. The develop;ment of non-invasive diagnostic and screening tools is needed, in order to reduce the frequency of liver biopsies. The most promising methods are those able to exclude advanced fibrosis and quantify steatosis. In this study, new perspective markers for inflammation, oxidative stress, apoptosis, and fibrogenesis; emerging scoring models for detecting hepatic steatosis and fibrosis; and new genetic, epigenetic, and multiomic studies are discussed. As isolated biochemical parameters are not specific or sensitive enough to predict the presence of NASH and fibrosis, there is a tendency to use various markers and combine them into mathematical algorithms. Several predictive models and scoring systems have been developed. Current data suggests that panels of markers (NAFLD fibrosis score, Fib-4 score, BARD score, and others) are useful diagnostic modalities to minimize the number of liver biopsies. The review unveils pathophysiological aspects related to new trends in current non-invasive biochemical, genetic, and scoring methods, and provides insight into their diagnostic accuracies and suitability in clinical practice.
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Lefebvre T, Wartelle-Bladou C, Wong P, Sebastiani G, Giard JM, Castel H, Murphy-Lavallée J, Olivié D, Ilinca A, Sylvestre MP, Gilbert G, Gao ZH, Nguyen BN, Cloutier G, Tang A. Prospective comparison of transient, point shear wave, and magnetic resonance elastography for staging liver fibrosis. Eur Radiol 2019; 29:6477-6488. [PMID: 31278577 DOI: 10.1007/s00330-019-06331-4] [Citation(s) in RCA: 66] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Revised: 05/16/2019] [Accepted: 06/13/2019] [Indexed: 02/08/2023]
Abstract
OBJECTIVES To perform head-to-head comparisons of the feasibility and diagnostic performance of transient elastography (TE), point shear-wave elastography (pSWE), and magnetic resonance elastography (MRE). METHODS This prospective, cross-sectional, dual-center imaging study included 100 patients with known or suspected chronic liver disease caused by hepatitis B or C virus, nonalcoholic fatty liver disease, or autoimmune hepatitis identified between 2014 and 2018. Liver stiffness measured with the three elastographic techniques was obtained within 6 weeks of a liver biopsy. Confounding effects of inflammation and steatosis on association between fibrosis and liver stiffness were assessed. Obuchowski scores and AUCs for staging fibrosis were evaluated and the latter were compared using the DeLong method. RESULTS TE, pSWE, and MRE were technically feasible and reliable in 92%, 79%, and 91% subjects, respectively. At univariate analysis, liver stiffness measured by all techniques increased with fibrosis stages and inflammation and decreased with steatosis. For classification of dichotomized fibrosis stages, the AUCs were significantly higher for distinguishing stages F0 vs. ≥ F1 with MRE than with TE (0.88 vs. 0.71; p < 0.05) or pSWE (0.88 vs. 0.73; p < 0.05), and for distinguishing stages ≤ F1 vs. ≥ F2 with MRE than with TE (0.85 vs. 0.75; p < 0.05). TE, pSWE, and MRE Obuchowski scores for staging fibrosis stages were respectively 0.89 (95% CI 0.85-0.93), 0.90 (95% CI 0.85-0.94), and 0.94 (95% CI 0.91-0.96). CONCLUSION MRE provided a higher diagnostic performance than TE and pSWE for staging early stages of liver fibrosis. TRIAL REGISTRATION NCT02044523 KEY POINTS: • The technical failure rate was similar between MRE and US-based elastography techniques. • Liver stiffness measured by MRE and US-based elastography techniques increased with fibrosis stages and inflammation and decreased with steatosis. • MRE provided a diagnostic accuracy higher than US-based elastography techniques for staging of early stages of histology-determined liver fibrosis.
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Affiliation(s)
- Thierry Lefebvre
- Department of Radiology, Radio-Oncology and Nuclear Medicine, Université de Montréal, Montreal, Canada.,Centre de recherche du Centre hospitalier de l'Université de Montréal (CRCHUM), Montreal, Canada.,Medical Physics Unit, McGill University, Montreal, Canada
| | - Claire Wartelle-Bladou
- Department of Medicine, Division of Hepatology and Liver Transplantation, Université de Montréal, Montreal, Canada
| | - Philip Wong
- Department of Medicine, Division of Gastroenterology and Hepatology, McGill University Health Centre (MUHC), Montreal, Canada
| | - Giada Sebastiani
- Department of Medicine, Division of Gastroenterology and Hepatology, McGill University Health Centre (MUHC), Montreal, Canada
| | - Jeanne-Marie Giard
- Centre de recherche du Centre hospitalier de l'Université de Montréal (CRCHUM), Montreal, Canada.,Department of Medicine, Division of Hepatology and Liver Transplantation, Université de Montréal, Montreal, Canada
| | - Hélène Castel
- Centre de recherche du Centre hospitalier de l'Université de Montréal (CRCHUM), Montreal, Canada.,Department of Medicine, Division of Hepatology and Liver Transplantation, Université de Montréal, Montreal, Canada
| | - Jessica Murphy-Lavallée
- Department of Radiology, Radio-Oncology and Nuclear Medicine, Université de Montréal, Montreal, Canada
| | - Damien Olivié
- Department of Radiology, Radio-Oncology and Nuclear Medicine, Université de Montréal, Montreal, Canada
| | - André Ilinca
- Department of Radiology, Radio-Oncology and Nuclear Medicine, Université de Montréal, Montreal, Canada.,Centre de recherche du Centre hospitalier de l'Université de Montréal (CRCHUM), Montreal, Canada
| | - Marie-Pierre Sylvestre
- Centre de recherche du Centre hospitalier de l'Université de Montréal (CRCHUM), Montreal, Canada.,Department of Social and Preventive Medicine, École de santé publique de l'Université de Montréal (ESPUM), Montreal, Canada
| | - Guillaume Gilbert
- Department of Radiology, Radio-Oncology and Nuclear Medicine, Université de Montréal, Montreal, Canada.,MR Clinical Science, Philips Healthcare Canada, Markham, Canada
| | - Zu-Hua Gao
- Department of Pathology, McGill University, Montreal, Canada
| | - Bich N Nguyen
- Service of Pathology, Centre hospitalier de l'Université de Montréal (CHUM), Montreal, Canada
| | - Guy Cloutier
- Department of Radiology, Radio-Oncology and Nuclear Medicine, Université de Montréal, Montreal, Canada.,Institute of Biomedical Engineering, Université de Montréal, Montreal, Canada.,Laboratory of Biorheology and Medical Ultrasonics (LBUM), Centre de recherche du Centre hospitalier de l'Université de Montréal (CRCHUM), Montreal, Canada
| | - An Tang
- Department of Radiology, Radio-Oncology and Nuclear Medicine, Université de Montréal, Montreal, Canada. .,Centre de recherche du Centre hospitalier de l'Université de Montréal (CRCHUM), Montreal, Canada. .,Institute of Biomedical Engineering, Université de Montréal, Montreal, Canada.
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Caussy C, Bhargava M, Villesen IF, Gudmann NS, Leeming DJ, Karsdal MA, Faulkner C, Bao D, Liu A, Lo MT, Bettencourt R, Bassirian S, Richards L, Brenner DA, Chen CH, Sirlin CB, Loomba R. Collagen Formation Assessed by N-Terminal Propeptide of Type 3 Procollagen Is a Heritable Trait and Is Associated With Liver Fibrosis Assessed by Magnetic Resonance Elastography. Hepatology 2019; 70:127-141. [PMID: 30859582 PMCID: PMC6984974 DOI: 10.1002/hep.30610] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/09/2018] [Accepted: 03/03/2019] [Indexed: 12/18/2022]
Abstract
N-terminal propeptide of type 3 procollagen (PRO-C3) is a biomarker of liver fibrosis in nonalcoholic fatty liver disease (NAFLD). This study examines the association between PRO-C3 concentration and liver fibrosis assessed by magnetic resonance elastography (MRE)-measured stiffness (MRE-stiffness) and the heritability of PRO-C3 concentration in a cohort of twins and families with and without NAFLD. We performed a cross-sectional analysis of a well-characterized prospective cohort of 306 participants, including 44 probands with NAFLD-cirrhosis and their 72 first-degree relatives, 24 probands with NAFLD without advanced fibrosis and their 24 first-degree relatives, and 72 controls without NAFLD and their 72 first-degree relatives. Liver steatosis was assessed by magnetic resonance imaging proton density fat fraction, and liver fibrosis was assessed by MRE-stiffness. Serum PRO-C3 was assessed by competitive, enzyme-linked immunosorbent assay. We assessed the familial correlation of PRO-C3 concentration, the shared gene effects between PRO-C3 concentration and liver steatosis and fibrosis, and the association between PRO-C3 concentration and genetic variants in the patatin-like phospholipase domain-containing 3 (PNPLA3), transmembrane 6 superfamily member 2 (TM6SF2), membrane-bound O-acyltransferase domain-containing (MBOAT), and glucokinase regulator (CGKR) genes. In multivariable-adjusted models including age, sex, body mass index, and ethnicity, serum PRO-C3 correlated strongly with liver fibrosis (r2 = 0.50, P < 0.001) and demonstrated robust heritability (h2 , 0.36; 95% confidence interval [CI], 0.07, 0.59; P = 0.016). PRO-C3 concentration and steatosis had a strong genetic correlation (shared genetic determination: 0.62; 95% CI, 0.236, 1.001; P = 0.002), whereas PRO-C3 concentration and fibrosis had a strong environmental correlation (shared environmental determination: 0.55; 95% CI, 0.317, 0.717; P < 0.001). PRO-C3 concentrations were higher in carriers of the TM6SF2 rs58542926-T allele compared with noncarriers: 15.7 (± 10.5) versus 10.8 (± 5.7) ng/L (P = 0.047). Conclusion: Serum PRO-C3 correlates with MRE-assessed fibrosis, is heritable, shares genetic correlation with liver steatosis and shares environmental correlation with liver fibrosis. PRO-C3 concentration appears to be linked to both fibrosis and steatosis and increased in carriers of the TM6SF2 rs58542926 risk allele.
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Affiliation(s)
- Cyrielle Caussy
- NAFLD Research Center, Department of Medicine, La Jolla, California,Université Lyon 1, Hospices Civils de Lyon, Lyon, France
| | - Meera Bhargava
- NAFLD Research Center, Department of Medicine, La Jolla, California
| | | | | | | | | | - Claire Faulkner
- NAFLD Research Center, Department of Medicine, La Jolla, California
| | - Denny Bao
- NAFLD Research Center, Department of Medicine, La Jolla, California
| | - Amy Liu
- NAFLD Research Center, Department of Medicine, La Jolla, California
| | - Min-Tzu Lo
- Department of Radiology, University of California at San Diego, La Jolla, California
| | - Ricki Bettencourt
- NAFLD Research Center, Department of Medicine, La Jolla, California,Division of Epidemiology, Department of Family and Preventive Medicine, University of California at San Diego, La Jolla, California
| | - Shirin Bassirian
- NAFLD Research Center, Department of Medicine, La Jolla, California
| | - Lisa Richards
- NAFLD Research Center, Department of Medicine, La Jolla, California
| | - David A. Brenner
- NAFLD Research Center, Department of Medicine, La Jolla, California,Division of Gastroenterology, Department of Medicine, La Jolla, California
| | - Chi-Hua Chen
- Department of Radiology, University of California at San Diego, La Jolla, California
| | - Claude B. Sirlin
- Liver Imaging Group, Department of Radiology, University of California at San Diego, La Jolla, California
| | - Rohit Loomba
- NAFLD Research Center, Department of Medicine, La Jolla, California,Division of Epidemiology, Department of Family and Preventive Medicine, University of California at San Diego, La Jolla, California,Division of Gastroenterology, Department of Medicine, La Jolla, California
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