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Chen JL, Duan SJ, Xie S, Yao SK. Diagnostic accuracy of noninvasive steatosis biomarkers with magnetic resonance imaging proton density fat fraction as gold standard. World J Radiol 2025; 17:104272. [DOI: 10.4329/wjr.v17.i5.104272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2024] [Revised: 03/16/2025] [Accepted: 04/11/2025] [Indexed: 05/26/2025] Open
Abstract
BACKGROUND Nonalcoholic fatty liver disease (NAFLD) is the most common chronic liver disease. The accuracy of noninvasive biomarkers for detecting hepatic steatosis is still limited.
AIM To assess the diagnostic performance of noninvasive steatosis biomarkers in diagnosing NAFLD using magnetic resonance imaging proton density fat fraction (MRI-PDFF) as the gold standard.
METHODS A total of 131 suspected NAFLD patients (60% male, median age 36 years) undergoing MRI-PDFF were consecutively recruited from a tertiary hospital. Steatosis grades determined by MRI-PDFF were classified as none (< 5%), mild (5%-11%), moderate (11%-17%), and severe (≥ 17%). Six steatosis biomarkers were calculated according to clinical parameters and laboratory tests, including fatty liver index, hepatic steatosis index, ZJU index, Framingham steatosis index, triglycerides and glucose index, and visceral adiposity index. The accuracy of these biomarkers in detecting hepatic steatosis was evaluated using the area under the receiver operating characteristic curves (AUCs). The Youden index was used to determine the optimal cut-off for each biomarker. The linear trend analysis of each biomarker across the steatosis grades was conducted by Mantel-Haenszel χ2 test. Spearman's rank correlation assessed the relationship between steatosis biomarkers and MRI-PDFF.
RESULTS Steatosis grades based on MRI-PDFF prevalence were: None 27%, mild 40%, moderate 15% and severe 18%. Six steatosis biomarkers showed a linear trend across the steatosis grades and a significant positive correlation with MRI-PDFF. The six steatosis biomarkers demonstrated AUCs near 0.90 (range: 0.857-0.912, all P < 0.001) for diagnosing NAFLD by MRI-PDFF ≥ 5%. The optimal cut-offs showed sensitivity between 84.4%-91.7% and specificity between 71.4%-85.7%. The diagnostic performance of these biomarkers in detecting moderate-to-severe and severe steatosis was relatively weaker.
CONCLUSION These noninvasive steatosis biomarkers accurately diagnosed NAFLD and correlated well with MRI-PDFF for detecting NAFLD, but they did not effectively detect moderate or severe steatosis.
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Affiliation(s)
- Jia-Liang Chen
- Center of Integrative Medicine, Beijing Ditan Hospital, Capital Medical University, Beijing 100015, China
| | - Shao-Jie Duan
- Graduate School, Beijing University of Chinese Medicine, Beijing 100029, China
| | - Sheng Xie
- Department of Radiology, China-Japan Friendship Hospital, Beijing 100029, China
| | - Shu-Kun Yao
- Department of Gastroenterology, China-Japan Friendship Hospital, Beijing 100029, China
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Jang HJ, Jang JK, Heo S, Koo B, Song IH, Park HJ, Yoon S, Kim SY. A prospective comparison of two ultrasound attenuation imaging modes using different frequencies for assessing hepatic steatosis. Ultrasonography 2025; 44:202-211. [PMID: 40233807 PMCID: PMC12081138 DOI: 10.14366/usg.24223] [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: 12/28/2024] [Revised: 03/03/2025] [Accepted: 03/06/2025] [Indexed: 04/17/2025] Open
Abstract
PURPOSE This study compared the diagnostic performance of two attenuation imaging (ATI) modes-low-frequency (3 MHz) and high-frequency (4 MHz)-for assessing hepatic steatosis, with histopathological hepatic fat fraction (HFF) as the reference standard. METHODS This prospective single-center study enrolled participants with suspected metabolic dysfunction-associated steatotic liver disease (MASLD) scheduled for liver biopsy or surgery between June 2023 and June 2024. Attenuation coefficient (AC) values were consecutively measured using low- and high-frequency ATI modes, while the skin-to-region of interest distance (SRD) was measured simultaneously. Spearman correlation analysis evaluated the relationships of AC with HFF and SRD, and linear regression identified factors affecting AC. Diagnostic performance was evaluated using the area under the receiver operating characteristic curve (AUROC). RESULTS In total, 119 participants (mean age, 37.2±12.0 years; 87 men) were included, with 73 (61.3%) diagnosed with MASLD. HFF ranged from 0% to 50%. The AC values in the lowfrequency mode were significantly higher than those in the high-frequency mode (0.61 vs. 0.54 dB/cm/MHz, P<0.001). HFF significantly influenced AC in both modes, whereas SRD affected AC only in the high-frequency mode (P<0.001). AC correlated positively with HFF in both modes (rs≥0.514, P<0.001) and negatively with SRD in the high-frequency mode (rs=-0.338, P<0.001). The AUROC for hepatic steatosis did not differ significantly between the two modes (0.751 vs. 0.771, P=0.609). CONCLUSION The low-frequency mode produced higher AC values than the high-frequency mode and demonstrated comparable diagnostic accuracy for assessing hepatic steatosis. Unlike the high-frequency mode, the low-frequency mode was not influenced by SRD.
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Affiliation(s)
- Hyeon Ji Jang
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Jong Keon Jang
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Subin Heo
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Boyeon Koo
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - In Hye Song
- Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Hee Jun Park
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Seonghun Yoon
- Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - So Yeon Kim
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
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Boeckmans J, Hagström H, Cryer DR, Schattenberg JM. The importance of patient engagement in the multimodal treatment of MASLD. COMMUNICATIONS MEDICINE 2025; 5:148. [PMID: 40312453 PMCID: PMC12046057 DOI: 10.1038/s43856-025-00871-1] [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: 06/28/2024] [Accepted: 04/16/2025] [Indexed: 05/03/2025] Open
Abstract
Metabolic dysfunction-associated steatotic liver disease (MASLD) is often regarded in society as a disease caused by personal lifestyle and dietary choices. Healthcare providers who have empathy and are able to explain the disease trajectory can better engage with people with MASLD and actively work with them to improve their metabolic health on a sustainable basis. Non-invasive tests can assist in this process, but healthcare providers must ensure they explain their advantages and limitations. Discussing and setting lifestyle goals are priorities before initiating specific pharmacological treatment, since living a healthy lifestyle will remain the backbone of the multimodal management of MASLD. In this review, we discuss challenges and opportunities to actively engage with people living with MASLD in a multimodal treatment framework as a healthcare provider.
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Affiliation(s)
- Joost Boeckmans
- Department of Medicine, Huddinge, Karolinska Institutet, Stockholm, Sweden
- In Vitro Liver Disease Modelling Team, Department of In Vitro Toxicology and Dermato-Cosmetology, Faculty of Medicine and Pharmacy, Vrije Universiteit Brussel, Brussels, Belgium
| | - Hannes Hagström
- Department of Medicine, Huddinge, Karolinska Institutet, Stockholm, Sweden
- Division of Hepatology, Department of Upper GI, Karolinska University Hospital, Stockholm, Sweden
| | | | - Jörn M Schattenberg
- Department of Medicine II, University Medical Center Homburg, Homburg and Saarland University, Saarbrücken, Germany.
- PharmaScienceHub (PSH) Saarland University, Saarbrücken, Germany.
- Centrum für geschlechtsspezifische Biologie und Medizin (CGBM), Saarland University, Saarbrücken, Germany.
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4
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Diaz LA, Morris S, Dave S, Kim SM, Sarik W, Richards L, Madamba E, Bettencourt R, Fulinara C, Pham T, Miller G, Carvalho-Gontijo Weber R, Momper JD, He F, Jain S, Jamieson C, Kisseleva T, Brenner D, Loomba R. Clinical Trial to Assess the Safety and Tolerability of Anti-IL 23 Monoclonal Antibody Guselkumab in Patients With Alcohol-Associated Liver Disease. Aliment Pharmacol Ther 2025; 61:1140-1151. [PMID: 39949265 DOI: 10.1111/apt.70026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2025] [Revised: 01/31/2025] [Accepted: 02/05/2025] [Indexed: 03/15/2025]
Abstract
BACKGROUND There are no FDA-approved therapies for alcohol-associated liver disease (ALD). Preclinical studies indicate that blocking IL-23/IL-17 signalling may reverse liver injury. Guselkumab, an IL-23-specific antibody approved for psoriasis, may be beneficial for ALD. AIMS We aimed to assess the safety and tolerability of guselkumab in patients with ALD. METHODS This phase-1 dose-escalation study included patients with ≥ 2 DSM-5 criteria for alcohol use disorder, significant steatosis (MRI-PDFF ≥ 8%) and MRE < 3.63 kPa (to exclude advanced disease). Guselkumab was given subcutaneously on Days 1 and 29 in 30, 70 or 100 mg dose cohorts. Primary endpoints were adverse events (AEs) and dose-limiting toxicity. RESULTS We enrolled 13 patients (three 30 mg, three 70 mg, and seven 100 mg). Eleven completed the study and two early discontinued in the 100 mg group. Of them, 77% were men, and the median age was 53 [IQR 49-61] years. The median MRI-PDFF and MRE were 18.4% [IQR 8.4%-34.0%] and 2.5 [2.2-2.6] kPa, respectively. The most frequent AEs were hyperuricemia (13%, mild only) and elevated lipase (11%, mild and moderate). There were no serious adverse events or significant variations in liver enzymes. There was a suppression of peripheral interleukin (IL)-17, IL-23, IL-1b and TNF-α in the 70 and 100 mg groups, and a significant decrease in alcohol consumption over time (AUDIT-C: 6 [3-7] vs. 5 [1-6], p = 0.023). CONCLUSIONS Guselkumab is safe in doses up to 100 mg and may reduce inflammation markers in ALD. These findings support further phase 2 studies to evaluate the efficacy of guselkumab in ALD, particularly in patients with severe phenotypes.
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Affiliation(s)
- Luis Antonio Diaz
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California San Diego, San Diego, California, USA
- Departamento de Gastroenterologia, Escuela de Medicina, Pontificia Universidad Catolica de Chile, Santiago, Chile
| | - Sheldon Morris
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California San Diego, San Diego, California, USA
| | - Shravan Dave
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California San Diego, San Diego, California, USA
| | - Susy M Kim
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California San Diego, San Diego, California, USA
| | - Wathnita Sarik
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California San Diego, San Diego, California, USA
| | - Lisa Richards
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California San Diego, San Diego, California, USA
| | - Egbert Madamba
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California San Diego, San Diego, California, USA
| | - Ricki Bettencourt
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California San Diego, San Diego, California, USA
| | - Christian Fulinara
- Alpha Clinic, University of California San Diego, San Diego, California, USA
| | - Thuy Pham
- Alpha Clinic, University of California San Diego, San Diego, California, USA
| | - Grant Miller
- Department of Medicine, University of California San Diego School of Medicine, San Diego, California, USA
| | | | - Jeremiah D Momper
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California San Diego, San Diego, California, USA
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, California, USA
| | - Feng He
- Biostatistics Research Center, School of Public Health, University of California, San Diego, California, USA
| | - Sonia Jain
- Biostatistics Research Center, School of Public Health, University of California, San Diego, California, USA
| | - Catriona Jamieson
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California San Diego, San Diego, California, USA
| | - Tatiana Kisseleva
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California San Diego, San Diego, California, USA
- Department of Surgery, University of California San Diego School of Medicine, San Diego, California, USA
| | - David Brenner
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California San Diego, San Diego, California, USA
- Department of Medicine, University of California San Diego School of Medicine, San Diego, California, USA
| | - Rohit Loomba
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California San Diego, San Diego, California, USA
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Wang P, Song D, Han J, Zhang J, Chen H, Gao R, Shen H, Li J. Comparing Three Ultrasound-Based Techniques for Diagnosing and Grading Hepatic Steatosis in Metabolic Dysfunction-Associated Steatotic Liver Disease. Acad Radiol 2025; 32:1949-1957. [PMID: 39294051 DOI: 10.1016/j.acra.2024.09.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2024] [Revised: 08/25/2024] [Accepted: 09/01/2024] [Indexed: 09/20/2024]
Abstract
RATIONALE AND OBJECTIVES To compare the diagnostic accuracy and grading ability of ultrasound-derived fat fraction (UDFF), controlled attenuation parameters (CAP), and hepatic/renal ratio (HRR) for hepatic steatosis in metabolic dysfunction-associated steatotic liver disease (MASLD) using magnetic resonance imaging proton density fat fraction (PDFF) as the gold standard. METHODS Patients suspected of having MASLD in our hospital between October 2023 and May 2024 were divided into the MASLD group and the control group. All patients underwent UDFF, CAP, and PDFF examinations. HRR was measured during routine ultrasound examination. In statistical analysis, we initially assessed the correlation between UDFF, CAP, HRR, and general characteristics of subjects with PDFF. Subsequently, receiver operating characteristic curve were employed to evaluate and compare the diagnostic performance of UDFF, CAP, and HRR for different grades of hepatic steatosis in MASLD. Their area under the curve, optimal cut-off value, sensitivity, and specificity were also determined. Finally, predictive factors determined hepatic steatosis in MASLD (PDFF≥6%) were identified through binary logistic regression analysis. RESULTS 115 individuals were ultimately included in the MASLD group, while 102 were included in the control group. UDFF, CAP, and HRR were all positively correlated with PDFF. Among them, UDFF exhibited the strongest correlation with PDFF (ρ = 0.91). Furthermore, in the comparison of diagnostic efficacy among different grades of hepatic steatosis, UDFF outperformed CAP and HRR (p < 0.05). However, there were no statistically significant differences in AUCs between CAP and HRR across all three grades. The AUCs for UDFF in ≥S1, ≥S2, and ≥S3 were 0.99 (95% CI 0.97 to 1.00), 0.96 (95% CI 0.93 to 0.98), and 0.97 (95% CI 0.94 to 0.99), respectively. The optimal thresholds for UDFF are determined as follows: ≥ 6% for grade S1; ≥ 15% for grade S2; and ≥ 23% for grade S3. Multivariate analysis revealed that only age, UDFF, and CAP were important influencing factors for hepatic steatosis in MASLD. CONCLUSION The diagnostic accuracy of UDFF surpassed that of CAP and HRR in the detection and grading of hepatic steatosis in MASLD.
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Affiliation(s)
- Pingping Wang
- Southeast University Zhongda Hospital, No. 87 Dingjiaqiao, Hunan Road, Gulou District, Nanjing, China
| | - Danlei Song
- Southeast University Zhongda Hospital, No. 87 Dingjiaqiao, Hunan Road, Gulou District, Nanjing, China
| | - JiaHao Han
- Southeast University Zhongda Hospital, No. 87 Dingjiaqiao, Hunan Road, Gulou District, Nanjing, China
| | - Jing Zhang
- Southeast University Zhongda Hospital, No. 87 Dingjiaqiao, Hunan Road, Gulou District, Nanjing, China
| | - Huihui Chen
- Southeast University Zhongda Hospital, No. 87 Dingjiaqiao, Hunan Road, Gulou District, Nanjing, China
| | - Ruixia Gao
- Southeast University Zhongda Hospital, No. 87 Dingjiaqiao, Hunan Road, Gulou District, Nanjing, China
| | - Huiming Shen
- Southeast University Zhongda Hospital, No. 87 Dingjiaqiao, Hunan Road, Gulou District, Nanjing, China
| | - Jia Li
- Southeast University Zhongda Hospital, No. 87 Dingjiaqiao, Hunan Road, Gulou District, Nanjing, China.
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Diaz LA, Arab JP, Idalsoaga F, Perelli J, Vega J, Dirchwolf M, Carreño J, Samith B, Valério C, Moreira RO, Acevedo M, Brahm J, Hernández N, Gadano A, Oliveira CP, Arrese M, Castro-Narro G, Pessoa MG. Updated recommendations for the management of metabolic dysfunction-associated steatotic liver disease (MASLD) by the Latin American working group. Ann Hepatol 2025:101903. [PMID: 40089151 DOI: 10.1016/j.aohep.2025.101903] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2024] [Revised: 02/04/2025] [Accepted: 02/07/2025] [Indexed: 03/17/2025]
Abstract
Metabolic dysfunction-associated steatotic liver disease (MASLD) is one of the leading causes of chronic liver disease globally. Based on the 2023 definition, MASLD is characterized by the presence of metabolic dysfunction and limited alcohol consumption (<140 grams/week for women, <210 grams/week for men). Given the significant burden of MASLD in Latin America, this guidance was developed by the Latin American Association for the Study of the Liver (ALEH) Working Group to address key aspects of its clinical assessment and therapeutic strategies. In Latin America, ultrasonography is recommended as the initial screening tool for hepatic steatosis due to its accessibility, while Fibrosis-4 (FIB-4) is preferred for fibrosis risk stratification, with further evaluation using more specific techniques (i.e., vibration-controlled transient elastography or Enhanced Liver Fibrosis [ELF] test). A Mediterranean diet is advised for all MASLD patients, with a target of 7-10% weight loss for those with excess weight. Complete alcohol abstinence is recommended for patients with significant fibrosis, and smoking cessation is encouraged regardless of fibrosis stage. Pharmacological options should be tailored based on the presence of steatohepatitis, liver fibrosis, excess weight, and diabetes, including resmetirom, incretin-based therapies, pioglitazone, and sodium-glucose cotransporter-2 inhibitors. Bariatric surgery may be considered for MASLD patients with obesity unresponsive to lifestyle and medical interventions. Hepatocellular carcinoma screening is advised for all cirrhotic patients, with consideration given to those with advanced fibrosis based on individual risk. Finally, routine cardiovascular risk assessment and proper diabetes prevention and management remain crucial for all patients with MASLD.
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Affiliation(s)
- Luis Antonio Diaz
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California San Diego, San Diego, CA, USA; Departamento de Gastroenterología, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile.
| | - Juan Pablo Arab
- Departamento de Gastroenterología, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile; Division of Gastroenterology, Hepatology, and Nutrition, Department of Internal Medicine, Virginia Commonwealth University School of Medicine, Richmond, VA, USA
| | - Francisco Idalsoaga
- Departamento de Gastroenterología, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile; Division of Gastroenterology, Department of Medicine, Schulich School of Medicine, Western University & London Health Sciences Centre, London, Ontario, Canada
| | - Javiera Perelli
- Unidad de Diabetes y Nutrición Clínica, Clínica Universidad de los Andes, Santiago, Chile
| | - Javier Vega
- Departamento de Nutrición, Diabetes y Metabolismo, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | | | - Javiera Carreño
- Asociación Latinoamericana para el Estudio del Hígado (ALEH), Santiago, Chile
| | - Bárbara Samith
- Departamento de Nutrición, Diabetes y Metabolismo, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Cynthia Valério
- Instituto Estadual de Diabetes e Endocrinologia Luiz Capriglione, Rio de Janeiro, RJ, Brasil
| | - Rodrigo Oliveira Moreira
- Instituto Estadual de Diabetes e Endocrinologia Luiz Capriglione, Rio de Janeiro, RJ, Brasil; Faculdade de Medicina de Valença, Centro Universitário de Valença, Valença, RJ, Brasil; Faculdade de Medicina, Centro Universitário Presidente Antônio Carlos, Juiz de Fora, MG, Brasil
| | - Mónica Acevedo
- División de Enfermedades Cardiovasculares, Facultad de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Javier Brahm
- Unidad de Gastroenterología, Clínica Universidad de los Andes, Santiago, Chile
| | - Nelia Hernández
- Asociación Latinoamericana para el Estudio del Hígado (ALEH), Santiago, Chile; Hospital de Clínicas, Universidad de la República, Montevideo, Uruguay
| | - Adrian Gadano
- Liver Unit, Hospital Italiano de Buenos Aires, Buenos Aires, Argentina; Department of Research, Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
| | - Claudia P Oliveira
- Gastroenterology Department, Hospital das Clínicas (LIM07) HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brasil
| | - Marco Arrese
- Departamento de Gastroenterología, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile; Asociación Latinoamericana para el Estudio del Hígado (ALEH), Santiago, Chile
| | - Graciela Castro-Narro
- Asociación Latinoamericana para el Estudio del Hígado (ALEH), Santiago, Chile; Department of Gastroenterology, Instituto Nacional de Ciencias Médicas y Nutrición "Salvador Zubirán", Mexico City, Mexico; Medica Sur Clinic & Foundation, Mexico City, Mexico
| | - Mario G Pessoa
- Asociación Latinoamericana para el Estudio del Hígado (ALEH), Santiago, Chile; Gastroenterology Department, Hospital das Clínicas (LIM07) HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brasil
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Huang DQ, Wong VWS, Rinella ME, Boursier J, Lazarus JV, Yki-Järvinen H, Loomba R. Metabolic dysfunction-associated steatotic liver disease in adults. Nat Rev Dis Primers 2025; 11:14. [PMID: 40050362 DOI: 10.1038/s41572-025-00599-1] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/07/2025] [Indexed: 03/09/2025]
Abstract
Metabolic dysfunction-associated steatotic liver disease (MASLD) is the umbrella term that comprises metabolic dysfunction-associated steatotic liver, or isolated hepatic steatosis, through to metabolic dysfunction-associated steatohepatitis, the progressive necroinflammatory disease form that can progress to fibrosis, cirrhosis and hepatocellular carcinoma. MASLD is estimated to affect more than one-third of adults worldwide. MASLD is closely associated with insulin resistance, obesity, gut microbial dysbiosis and genetic risk factors. The obesity epidemic and the growing prevalence of type 2 diabetes mellitus greatly contribute to the increasing burden of MASLD. The treatment and prevention of major metabolic comorbidities such as type 2 diabetes mellitus and obesity will probably slow the growth of MASLD. In 2023, the field decided on a new nomenclature and agreed on a set of research and action priorities, and in 2024, the US FDA approved the first drug, resmetirom, for the treatment of non-cirrhotic metabolic dysfunction-associated steatohepatitis with moderate to advanced fibrosis. Reliable, validated biomarkers that can replace histology for patient selection and primary end points in MASH trials will greatly accelerate the drug development process. Additionally, noninvasive tests that can reliably determine treatment response or predict response to therapy are warranted. Sustained efforts are required to combat the burden of MASLD by tackling metabolic risk factors, improving risk stratification and linkage to care, and increasing access to therapeutic agents and non-pharmaceutical interventions.
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Affiliation(s)
- Daniel Q Huang
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Division of Gastroenterology and Hepatology, Department of Medicine, National University Health System, Singapore, Singapore
| | - Vincent W S Wong
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
| | - Mary E Rinella
- University of Chicago Pritzker School of Medicine, Chicago, IL, USA
| | - Jerome Boursier
- Service d'Hépato-Gastroentérologie et Oncologie Digestive, Centre Hospitalier Universitaire d'Angers, Angers, France
- Laboratoire HIFIH, SFR ICAT 4208, Université d'Angers, Angers, France
| | - Jeffrey V Lazarus
- Barcelona Institute for Global Health (ISGlobal), Hospital Clínic, University of Barcelona, Barcelona, Spain
- Faculty of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain
- City University of New York Graduate School of Public Health and Health Policy, New York, NY, USA
| | - Hannele Yki-Järvinen
- Department of Medicine, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
- Minerva Foundation Institute for Medical Research, Helsinki, Finland
| | - Rohit Loomba
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, San Diego, CA, USA.
- Division of Epidemiology, Department of Family Medicine and Public Health, University of California at San Diego, San Diego, CA, USA.
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Ali B, Kamani L, Salim A, Alam A, Zuberi BF, Farooqi JI, Naqvi AB, Ali Z, Majid S, Hashmi ZY, Choudhry AA, Salih M, Khan AA, Azam SMZ, Abbas Z, Siddique M, Nawaz AA. HEPNET Position Statement-I, Case Definition, Classification, Screening & Diagnosis of Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD) in Pakistan: A Resource for Primary and Secondary Care Physicians. Pak J Med Sci 2025; 41:929-938. [PMID: 40103882 PMCID: PMC11911726 DOI: 10.12669/pjms.41.3.10081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2024] [Revised: 09/18/2024] [Accepted: 02/15/2025] [Indexed: 03/20/2025] Open
Abstract
The Hep-Net position paper comes at a significant time in the history of Metabolically Associated Fatty Liver Disease (MAFLD) due to the rapid rise in this disease entity in the past decade. Metabolically Associated Fatty Liver Disease, by its very name, encompasses several common metabolic disease entities, top among those being diabetes and obesity. For Pakistan, the situation is serious as it is among the top 10 countries globally regarding the prevalence of obesity and number one in terms of diabetes, with over a quarter of adults affected. There remains slight ambiguity as regards the nomenclature of MAFLD, with western societies preferring to remove the word "fatty" and substitute with `'steatotic" i.e. MASLD. Regardless of names/titles the metabolic nature of the disease and its management remains the same and fortunately, that is something where universal consensus is present. Under the umbrella of Hep-Net, eminent hepatologists from all over Pakistan have pooled their efforts to formulate guidelines that are specifically tailored to the Pakistani population, its specific lifestyle and relevant interventions that are needed to treat fatty/steatotic liver disease. By virtue of its multi-systemic consequences, metabolic fatty liver disease represents the most significant and expensive disease entity, globally. Prevention, through public education and timely intervention in diagnosed cases will serve to avert a healthcare storm that will far outweigh viral hepatitis.
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Affiliation(s)
- Bushra Ali
- Bushra Ali, Fatima Memorial Hospital College of Medicine and Dentistry, Lahore, Pakistan
| | - Lubna Kamani
- Lubna Kamani, Liaquat National Hospital, National Medical Center, Karachi, Pakistan
| | - Adnan Salim
- Adnan Salim, Shaikh Zayed Medical Complex Lahore, Pakistan
| | - Altaf Alam
- Altaf Alam, Consultant Gastroenterologist, Evercare Hospital Lahore, Lahore, Pakistan
| | | | | | | | - Zeeshan Ali
- Zeeshan Ali, Jinnah Sindh Medical University & Jinnah Postgraduate Medical Center Karachi, Pakistan
| | - Shahid Majid
- Shahid Majid, The Indus Hospital and Health Network, Karachi, Pakistan
| | | | - Asad A Choudhry
- Asad A Choudhry, Consultant Gastroenterologist, Chaudhry Hospital, Gujranwala
| | - Muhammad Salih
- Muhammad Salih, Shifa International Hospital, Islamabad, Pakistan
| | - Anwar Ahmed Khan
- Anwaar Ahmed Khan, Doctors Hospital and Medical Center, Lahore, Pakistan
| | - Syed M. Zahid Azam
- Syed M. Zahid Azam, National Institute of Liver & GI Diseases, Dow University, Karachi, Pakistan
| | - Zaigham Abbas
- Zaigham Abbas, Ziauddin University Hospital Clifton Karachi, Pakistan
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9
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Tamayo-Murillo D, Weeks JT, Keller CA, Andre M, Gonzalez C, Li A, Grunvald E, Liau J, Shabanan SH, Wolfson T, Zuo J, Robinson A, Carrascal CA, Sanchez N, Reeder SB, Han A, Sirlin CB. Quantitative Liver Fat Assessment by Handheld Point-of-Care Ultrasound: A Technical Implementation and Pilot Study in Adults. ULTRASOUND IN MEDICINE & BIOLOGY 2025; 51:475-483. [PMID: 39690042 DOI: 10.1016/j.ultrasmedbio.2024.11.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/09/2024] [Revised: 10/31/2024] [Accepted: 11/04/2024] [Indexed: 12/19/2024]
Abstract
OBJECTIVES To implement, examine the feasibility of, and evaluate the performance of quantitative ultrasound (QUS) with a handheld point-of-care US (POCUS) device for assessing liver fat in adults. MATERIALS AND METHODS This prospective IRB-approved, HIPAA-compliant pilot study enrolled adults with overweight or obesity. Participants underwent chemical-shift-encoded magnetic resonance imaging to estimate proton density fat fraction (PDFF) and, within 1 mo, QUS with a POCUS device by expert sonographers and novice operators (no prior US scanning experience). Radiofrequency data from the liver collected with the POCUS device were analyzed offline using probe-specific calibrations to estimate two QUS parameters: attenuation coefficient (AC) and backscatter coefficient (BSC). Area under the receiver operating characteristic curve (AUC) of each parameter was estimated for classifying presence/absence of hepatic steatosis (defined as PDFF ≥ 5%). Spearman rank correlation between each parameter and PDFF was estimated and its significance assessed. RESULTS Of 18 participants (mean age, 43 y ± 14; 17 women), 8 had hepatic steatosis (PDFF ≥ 5%). Both AC and BSC classified hepatic steatosis accurately with AUCs of 0.96-0.97 for expert and 0.88-0.89 for novice operators (p < 0.01 for all) and correlated significantly with PDFF with rho's of 0.65-0.69 for expert and 0.58-0.65 for novice operators (p < 0.02 for all). CONCLUSION QUS can be implemented on a POCUS device and can be performed by expert or novice operators after limited training in adults with overweight or obesity with promising initial results.
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Affiliation(s)
| | - Jake T Weeks
- Department of Radiology, Liver Imaging Group, University of California San Diego, La Jolla, CA, USA
| | - Cody A Keller
- Department of Radiology, Liver Imaging Group, University of California San Diego, La Jolla, CA, USA
| | - Michael Andre
- Department of Radiology, University of California San Diego, La Jolla, CA, USA
| | - Celene Gonzalez
- Department of Radiology, Liver Imaging Group, University of California San Diego, La Jolla, CA, USA
| | - Andrew Li
- Department of Electrical and Computer Engineering, University of Illinois Urbana-Champaign, Urbana, IL, USA
| | - Eduardo Grunvald
- UCSD Center for Advanced Weight Management, Division of General Internal Medicine, University of California San Diego, La Jolla, CA, USA
| | - Joy Liau
- Department of Radiology, University of California San Diego, La Jolla, CA, USA
| | | | - Tanya Wolfson
- Department of Medicine, Computer And Statistics Laboratory, University of California San Diego, La Jolla, CA, USA
| | - Jingyi Zuo
- Department of Biomedical Engineering and Mechanics, Virginia Polytechnic Institute and State University, Blackburg, VA, USA
| | - Adam Robinson
- Department of Radiology, University of California San Diego, La Jolla, CA, USA
| | | | | | - Scott B Reeder
- Departments of Radiology, Medical Physics, Biomedical Engineering, Medicine, and Emergency Medicine, University of Wisconsin, Madison, WI, USA
| | - Aiguo Han
- Department of Biomedical Engineering and Mechanics, Virginia Polytechnic Institute and State University, Blackburg, VA, USA
| | - Claude B Sirlin
- Department of Radiology, Liver Imaging Group, University of California San Diego, La Jolla, CA, USA
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10
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Zhong Q, Zhou R, Huang YN, Huang RD, Li FR, Chen HW, Wei YF, Liu K, Cao BF, Liao KY, Xu ZY, Wang SA, Wu XB. Frailty and risk of metabolic dysfunction-associated steatotic liver disease and other chronic liver diseases. J Hepatol 2025; 82:427-437. [PMID: 39218228 DOI: 10.1016/j.jhep.2024.08.024] [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: 02/23/2024] [Revised: 07/22/2024] [Accepted: 08/15/2024] [Indexed: 09/04/2024]
Abstract
BACKGROUND & AIMS Frailty is associated with multiple morbidities. However, its effect on chronic liver diseases remains largely unexplored. This study evaluated the association of frailty with the risk of incident metabolic dysfunction-associated steatotic liver disease (MASLD), cirrhosis, liver cancer, and liver-related mortality. METHODS A total of 339,298 participants without prior liver diseases from the UK Biobank were included. Baseline frailty was assessed by physical frailty and the frailty index, categorizing participants as non-frail, prefrail, or frail. The primary outcome was MASLD, with secondary outcomes, including cirrhosis, liver cancer, and liver-related mortality, confirmed through hospital admission records and death registries. RESULTS During a median follow-up of 11.6 years, 4,667 MASLD, 1,636 cirrhosis, 257 liver cancer, and 646 liver-related mortality cases were identified. After multivariable adjustment, the risk of MASLD was found to be higher in participants with prefrailty (physical frailty: hazard ratio [HR] 1.66, 95% CI 1.40-1.97; frailty index: HR 2.01, 95% CI 1.67-2.42) and frailty (physical frailty: HR 3.32, 95% CI 2.54-4.34; frailty index: HR 4.54, 95% CI 3.65-5.66) than in those with non-frailty. Similar results were also observed for cirrhosis, liver cancer, and liver-related mortality. Additionally, the frail groups had a higher risk of MASLD, which was defined as MRI-derived liver proton density fat fraction >5%, than the non-frail group (physical frailty: odds ratio 1.64, 95% CI 1.32-2.04; frailty index: odds ratio 1.48, 95% CI 1.30-1.68). CONCLUSIONS Frailty was associated with an increased risk of chronic liver diseases. Public health strategies should target reducing chronic liver disease risk in frail individuals. IMPACT AND IMPLICATIONS While frailty is common and associated with a poor prognosis in people with MASLD (metabolic dysfunction-associated steatotic liver disease) and advanced chronic liver diseases, its impact on the subsequent risk of these outcomes remains largely unexplored. Our study showed that frailty was associated with increased risks of MASLD, cirrhosis, liver cancer, and liver-related mortality. This finding suggests that assessing frailty may help identify a high-risk population vulnerable to developing chronic liver diseases. Implementing strategies that target frailty could have major public health benefits for liver-related disease prevention.
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Affiliation(s)
- Qi Zhong
- Department of Epidemiology, School of Public Health (Guangdong Provincial Key Laboratory of Tropical Disease Research), Southern Medical University, Guangzhou, China
| | - Rui Zhou
- Department of Epidemiology, School of Public Health (Guangdong Provincial Key Laboratory of Tropical Disease Research), Southern Medical University, Guangzhou, China
| | - Yi-Ning Huang
- Department of Epidemiology, School of Public Health (Guangdong Provincial Key Laboratory of Tropical Disease Research), Southern Medical University, Guangzhou, China
| | - Rui-Dian Huang
- Public Health Division, Hospital of Zhongluotan Town, Baiyun District, Guangzhou, China
| | - Fu-Rong Li
- Shenzhen Eye Hospital, Jinan University, Shenzhen Eye Institute, Shenzhen, China; School of Public Health and Emergency Management, Southern University of Science and Technology, Shenzhen, China
| | - Hao-Wen Chen
- Department of Epidemiology, School of Public Health (Guangdong Provincial Key Laboratory of Tropical Disease Research), Southern Medical University, Guangzhou, China
| | - Yan-Fei Wei
- Department of Epidemiology, School of Public Health (Guangdong Provincial Key Laboratory of Tropical Disease Research), Southern Medical University, Guangzhou, China
| | - Kuan Liu
- Department of Epidemiology, School of Public Health (Guangdong Provincial Key Laboratory of Tropical Disease Research), Southern Medical University, Guangzhou, China
| | - Bi-Fei Cao
- Department of Epidemiology, School of Public Health (Guangdong Provincial Key Laboratory of Tropical Disease Research), Southern Medical University, Guangzhou, China
| | - Kai-Yue Liao
- Department of Epidemiology, School of Public Health (Guangdong Provincial Key Laboratory of Tropical Disease Research), Southern Medical University, Guangzhou, China
| | - Zheng-Yun Xu
- Department of Epidemiology, School of Public Health (Guangdong Provincial Key Laboratory of Tropical Disease Research), Southern Medical University, Guangzhou, China
| | - Shi-Ao Wang
- Department of Epidemiology, School of Public Health (Guangdong Provincial Key Laboratory of Tropical Disease Research), Southern Medical University, Guangzhou, China
| | - Xian-Bo Wu
- Department of Epidemiology, School of Public Health (Guangdong Provincial Key Laboratory of Tropical Disease Research), Southern Medical University, Guangzhou, China.
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11
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Tavaglione F, Amangurbanova M, Yang AH, Tincopa MA, Ajmera V, Richards L, Butcher C, Hernandez C, Madamba E, Singh S, Bettencourt R, Sirlin CB, Loomba R. Head-to-Head Comparison Between Phosphatidylethanol Versus Indirect Alcohol Biomarkers for Diagnosis of MetALD Versus MASLD: A Prospective Study. Aliment Pharmacol Ther 2025; 61:1043-1054. [PMID: 39825487 PMCID: PMC11870800 DOI: 10.1111/apt.18506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2024] [Revised: 01/02/2025] [Accepted: 01/07/2025] [Indexed: 01/20/2025]
Abstract
BACKGROUND The current subclassification of steatotic liver disease (SLD) relies on validated questionnaires, such as Alcohol Use Disorders Identification Test (AUDIT) and Lifetime Drinking History (LDH), which, while useful, are impractical and lack precision for their use in routine clinical practice. Phosphatidylethanol (PEth) is a quantitative, objective alcohol biomarker with high sensitivity and specificity. AIMS To assess the diagnostic accuracy of PEth for differentiating metabolic dysfunction and alcohol-associated liver disease (MetALD) from metabolic dysfunction-associated steatotic liver disease (MASLD) in a large, population-based, prospective, multiethnic cohort of individuals with overweight or obesity. METHODS This is a cross-sectional analysis of a prospective study including 374 adults with overweight or obesity residing in Southern California who had SLD as defined by MRI-PDFF ≥ 5%. The clinical research visit included medical history, biochemical and PEth testing, standardised validated questionnaires (including AUDIT and LDH), physical examination, and advanced imaging using MRI-PDFF and MRE. RESULTS Among 374 adults with SLD, the prevalence of MASLD, MetALD, and ALD was 90.1%, 6.4%, and 3.5%, respectively. PEth had a robust diagnostic accuracy in the detection of MetALD (AUROC 0.81, 95%CI 0.73-0.89) and the Youden cut-off was 25 ng/mL. In head-to-head comparative efficacy analysis, PEth was both statistically and clinically superior to all previously used indirect alcohol biomarkers for diagnosing MetALD, including aspartate aminotransferase/alanine aminotransferase ratio, mean corpuscular volume, gamma glutamyltransferase, and ALD/NAFLD index (p < 0.05). CONCLUSIONS PEth outperforms previously used non-invasive tests in differentiating MetALD from MASLD and has the potential to change clinical practice by enhancing the subclassification of SLD.
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Affiliation(s)
- Federica Tavaglione
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, La Jolla, California, United States
| | - Maral Amangurbanova
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, La Jolla, California, United States
| | - Alexander H. Yang
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, La Jolla, California, United States
| | - Monica A. Tincopa
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, La Jolla, California, United States
| | - Veeral Ajmera
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, La Jolla, California, United States
| | - Lisa Richards
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, La Jolla, California, United States
| | - Christian Butcher
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, La Jolla, California, United States
| | - Christie Hernandez
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, La Jolla, California, United States
| | - Egbert Madamba
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, La Jolla, California, United States
| | - Seema Singh
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, La Jolla, California, United States
| | - Ricki Bettencourt
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, La Jolla, California, United States
| | - Claude B. Sirlin
- Liver Imaging Group, Department of Radiology, University of California at San Diego, La Jolla, California, United States
| | - Rohit Loomba
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, La Jolla, California, United States
- School of Public Health, University of California at San Diego, La Jolla, California, United States
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12
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Wang H, Zheng C, Wang P. Exploring the nexus between hypothyroidism and metabolic dysfunction-associated steatotic liver disease: a UK biobank cohort study. Sci Rep 2025; 15:6692. [PMID: 40000892 PMCID: PMC11862249 DOI: 10.1038/s41598-025-91221-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2024] [Accepted: 02/19/2025] [Indexed: 02/27/2025] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) is a chronic liver disease characterised by lipid deposition in liver cells. The global prevalence of NAFLD has significantly increased from 8.2% in 1990 to 30.2% in 2023, establishing it as a growing public health concern. In recent years, the name NAFLD has been replaced by metabolic dysfunction-associated fatty liver disease (MASLD). Numerous observational studies have investigated the potential association between hypothyroidism and MASLD; however, the findings remain inconsistent. In this context, a systematic analysis was conducted to examine the relationship between hypothyroidism and MASLD using data from a large cohort within the UK Biobank. Utilising prospective data from the UK Biobank, a Cox proportional hazards model supplemented with multiple sensitivity analyses was applied to investigate the association between the incidence of hypothyroidism and the onset of MASLD. In addition, stratified analyses and prognostic assessments were performed to assess potential effect modifiers. To explore the underlying mechanisms, mediation analyses were conducted, along with restricted cubic spline regression, to examine potential non-linear relationships and mediation effects within this association. The study found that after fully adjusting for multiple covariates, the risk of MASLD in hypothyroidism patients was 1.711 times that of non-hypothyroidism patients (95% CI 1.560-1.877, P < 0.001). Both subtypes of hypothyroidism, namely non-surgical related hypothyroidism (NSRH) and surgical related hypothyroidism (SRH), were associated with a markedly elevated risk of MASLD onset. For NSRH, the risk is increased by 1.710 times (95% CI 1.557-1.878, P < 0.001), and for SRH, the risk is increased by 1.763 times (95% CI 1.344-2.313, P < 0.001). Stratified analysis revealed an interaction effect between gender and BMI in relation to the risk of MASLD among individuals with NSRH. Mediation analysis revealed the critical role of specific biomarkers in elucidating the relationship between hypothyroidism and MASLD. Notably, red cell distribution width, C-reactive protein, HbA1c, and total protein were identified as significant mediators in this association. Patients with hypothyroidism exhibit a significantly increased risk of developing MASLD, with inflammatory and metabolic markers playing a mediating role in this association. These findings suggest that individuals with hypothyroidism, particularly those with elevated levels of inflammatory markers, may be at heightened risk for MASLD. As such, enhanced clinical monitoring of liver function in these patients is recommended to facilitate early detection and intervention.
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Affiliation(s)
- Haitao Wang
- Department of Critical Care Medicine, The First Hospital of Jilin University, Changchun, China
| | - Changlin Zheng
- Department of Otorhinolaryngology Head and Neck Surgery, Lequn Branch, The First Hospital of Jilin University, Changchun, China
| | - Peisong Wang
- Thyroid Surgery Department, General Surgery Center, The First Hospital of Jilin University, Changchun, China.
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13
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Malandris K, Korakas E, Sarakapina A, Kalopitas G, Iatridi F, Liakos A, Bekiari E, Giouleme O, Tzatzagou G, Karagiannis T, Paschos P, Vasilakou D, Lambadiari V, Tzamou E, Daravigkas D, Sinakos E, Tsapas A. Accuracy of Controlled Attenuation Parameter for Liver Steatosis in High-Risk Patients for MASLD Using MRI-Proton Density Fat Fraction as Reference Standard. Dig Dis Sci 2025; 70:814-824. [PMID: 39708259 DOI: 10.1007/s10620-024-08799-7] [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: 07/11/2024] [Accepted: 12/11/2024] [Indexed: 12/23/2024]
Abstract
AIM Controlled attenuation parameter (CAP) enables the noninvasive diagnosis of liver steatosis. Magnetic resonance imaging proton density fat fraction (MRI-PDFF) is increasingly used over biopsy for the assessment of steatosis in patients at risk for metabolic dysfunction-associated steatotic liver disease (MASLD). We assessed the accuracy of CAP for liver steatosis defined as MRI-PDFF ≥ 5%. METHODS We performed a cross-sectional, diagnostic accuracy study. We prospectively recruited consecutive adult participants with type 2 diabetes and body mass index (BMI) ≥ 25 kg/m2, who underwent CAP and MRI-PDFF within two weeks. RESULTS We included 113 participants. The area under the receiver operating characteristic (AUROC) of CAP for MRI-PDFF ≥ 5% was 0.82 [95% confidence interval (CI) 0.74-0.89]. CAP thresholds for ruling-out (sensitivity > 90%) and ruling-in (specificity > 90%) liver steatosis were below 249 and over 328 dB/m respectively. The AUROC of CAP for the detection of MRI-PDFF ≥ 10% was 0.81 (0.73-0.88). CAP thresholds for ruling-out and ruling-in MRI-PDFF ≥ 10% were below 271 and over 345 dB/m respectively. CAP measurements with an interquartile range (IQR) < 30 dB/m improved the detection of higher steatosis grades. CONCLUSION CAP has acceptable accuracy for diagnosing MRI-PDFF defined steatosis. Values below 249 dB/m can be used to rule-out liver steatosis, while values over 328 dB/m can set the diagnosis. An IQR < 30 dB/m might improve the accuracy of CAP for higher steatosis grades. CLINICAL TRIAL REGISTRATION Not applicable.
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Affiliation(s)
- Konstantinos Malandris
- Second Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece.
- Clinical Research and Evidence-Based Medicine Unit, Aristotle University of Thessaloniki, Konstantinoupoleos 49, 54642, Thessaloniki, Greece.
| | - Emmanouil Korakas
- Second Department of Internal Medicine, Research Institute and Diabetes Center, National and Kapodistrian University of Athens, Athens, Greece
| | - Anna Sarakapina
- First Medical Department, "Papageorgiou" Hospital, Thessaloniki, Greece
| | - Georgios Kalopitas
- First Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Fotini Iatridi
- Clinical Research and Evidence-Based Medicine Unit, Aristotle University of Thessaloniki, Konstantinoupoleos 49, 54642, Thessaloniki, Greece
| | - Aris Liakos
- Second Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
- Clinical Research and Evidence-Based Medicine Unit, Aristotle University of Thessaloniki, Konstantinoupoleos 49, 54642, Thessaloniki, Greece
| | - Eleni Bekiari
- Second Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
- Clinical Research and Evidence-Based Medicine Unit, Aristotle University of Thessaloniki, Konstantinoupoleos 49, 54642, Thessaloniki, Greece
| | - Olga Giouleme
- Second Propedeutic Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | | | - Thomas Karagiannis
- Second Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
- Clinical Research and Evidence-Based Medicine Unit, Aristotle University of Thessaloniki, Konstantinoupoleos 49, 54642, Thessaloniki, Greece
| | - Paschalis Paschos
- First Medical Department, "Papageorgiou" Hospital, Thessaloniki, Greece
| | - Despoina Vasilakou
- Second Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
- Clinical Research and Evidence-Based Medicine Unit, Aristotle University of Thessaloniki, Konstantinoupoleos 49, 54642, Thessaloniki, Greece
| | - Vaia Lambadiari
- Second Department of Internal Medicine, Research Institute and Diabetes Center, National and Kapodistrian University of Athens, Athens, Greece
| | - Elli Tzamou
- Affidea Diagnostic Center, Thessaloniki, Greece
| | | | - Emmanouil Sinakos
- Fourth Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Apostolos Tsapas
- Second Medical Department, Aristotle University of Thessaloniki, Thessaloniki, Greece
- Clinical Research and Evidence-Based Medicine Unit, Aristotle University of Thessaloniki, Konstantinoupoleos 49, 54642, Thessaloniki, Greece
- Harris Manchester College, University of Oxford, Oxford, UK
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14
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Hughes JH, Amin NB, Wojciechowski J, Vourvahis M. Exposure-response modeling of liver fat imaging endpoints in non-alcoholic fatty liver disease populations administered ervogastat alone and co-administered with clesacostat. CPT Pharmacometrics Syst Pharmacol 2025; 14:317-330. [PMID: 39564924 PMCID: PMC11812935 DOI: 10.1002/psp4.13275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Revised: 10/21/2024] [Accepted: 10/25/2024] [Indexed: 11/21/2024] Open
Abstract
Non-alcoholic fatty liver disease and non-alcoholic steatohepatitis describe a collection of liver conditions characterized by the accumulation of liver fat. Despite biopsy being the reference standard for determining the severity of disease, non-invasive measures such as magnetic resonance imaging proton density fat fraction (MRI-PDFF) and FibroScan® controlled attenuation parameter (CAP™) can be used to understand longitudinal changes in steatosis. The aim of this work was to describe the exposure-response relationship of ervogastat with or without clesacostat on steatosis, through population pharmacokinetic/pharmacodynamic (PK/PD) modeling of both liver fat measurements simultaneously. Population pharmacokinetic and exposure-response models using individual predictions of average concentrations were used to describe ervogastat/clesacostat PKPD. Due to both liver fat endpoints being continuous-bounded outcomes on different scales, a dynamic transform-both-sides approach was used to link a common latent factor representing liver fat to each endpoint. Simultaneous modeling of both MRI-PDFF and CAP™ was successful with both measurements being adequately described by the model. The clinical trial simulation was able to adequately predict the results of a recent Phase 2 study, where subjects given ervogastat/clesacostat 300/10 mg BID for 6 weeks had a LS means and model-predicted median (95% confidence intervals) percent change from baseline MRI-PDFF of -45.8% and -45.6% (-61.6% to -31.8%), respectively. Simultaneous modeling of both MRI-PDFF and CAP™ was successful with both measurements being adequately described. By describing the underlying changes of steatosis with a latent variable, this model may be extended to describe biopsy results from future studies.
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Affiliation(s)
| | - Neeta B. Amin
- Pfizer Research and DevelopmentCambridgeMassachusettsUSA
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15
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Arteaga I, Chacón C, Martínez-Escudé A, Rojano IR, Diez-Fadrique G, Carmona-Cervelló M, Torán-Monserrat P. Evaluating Pediatric NAFLD with Controlled Attenuation Parameter: A Comprehensive Narrative Review. Diagnostics (Basel) 2025; 15:299. [PMID: 39941229 PMCID: PMC11816681 DOI: 10.3390/diagnostics15030299] [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: 11/27/2024] [Revised: 01/09/2025] [Accepted: 01/24/2025] [Indexed: 02/16/2025] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) in the pediatric population has emerged as a significant health concern due to its alarming rise in prevalence. In children, the characteristics of the disease differ from those seen in adults. NAFLD may progress to more severe liver disease in children compared to adults with similar profiles. Liver biopsy remains the gold standard for diagnosis; its invasive nature and high cost limit its use as a first-line tool. Alternatively, magnetic resonance imaging (MRI) techniques, such as magnetic resonance imaging-estimated liver proton density fat fraction (MRI-PDFF), have shown a good correlation with the degree of histological steatosis, although their use is limited by high costs and limited accessibility. Controlled attenuation parameter (CAP), integrated with vibration-controlled transient elastography (VCTE) (FibroScan®), is a novel non-invasive, accessible, and effective method for diagnosing hepatic steatosis. In this article, we reviewed the existing literature on the diagnostic accuracy of CAP in pediatric NAFLD. The PubMed and EMBASE databases were searched. Seven relevant studies were identified, conducted in pediatric hospital populations with specific demographic characteristics. Two of these studies compared CAP with liver biopsy, one compared CAP with liver biopsy and MRI-PDFF, and the remaining four compared CAP with MRI. Overall, CAP proved to be accurate in detecting the presence or absence of fatty infiltration, positioning it as a promising tool to simplify the diagnosis of NAFLD in children. However, further studies in larger populations are needed to confirm these findings and facilitate its implementation in routine clinical practice.
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Affiliation(s)
- Ingrid Arteaga
- Unitat de Suport a la Recerca (USR) Metropolitana Nord, Fundació Institut Universitari d’Investigació en Atenció Primària Jordi Gol i Gurina (IDIAP Jordi Gol), 08303 Mataró, Spain; (I.A.); (C.C.); (A.M.-E.); (I.R.R.); (G.D.-F.); (M.C.-C.)
- Grup de Recerca en Malalties Hepàtiques a l’Atenció Primària (GRemHAp), IDIAP Jordi Gol, USR Metro-Nord, 08303 Mataró, Spain
- Primary Healthcare Center Vall del Tenes, Gerència d’Àmbit d’Atenció Primària Metropolitana Nord, Institut Català de la Salut, 08186 Llicà d’Amunt, Spain
| | - Carla Chacón
- Unitat de Suport a la Recerca (USR) Metropolitana Nord, Fundació Institut Universitari d’Investigació en Atenció Primària Jordi Gol i Gurina (IDIAP Jordi Gol), 08303 Mataró, Spain; (I.A.); (C.C.); (A.M.-E.); (I.R.R.); (G.D.-F.); (M.C.-C.)
- Grup de Recerca en Malalties Hepàtiques a l’Atenció Primària (GRemHAp), IDIAP Jordi Gol, USR Metro-Nord, 08303 Mataró, Spain
- Ph.D. Programme in Medicine and Translational Research, Faculty of Medicine, University of Barcelona, 08193 Barcelona, Spain
| | - Alba Martínez-Escudé
- Unitat de Suport a la Recerca (USR) Metropolitana Nord, Fundació Institut Universitari d’Investigació en Atenció Primària Jordi Gol i Gurina (IDIAP Jordi Gol), 08303 Mataró, Spain; (I.A.); (C.C.); (A.M.-E.); (I.R.R.); (G.D.-F.); (M.C.-C.)
- Grup de Recerca en Malalties Hepàtiques a l’Atenció Primària (GRemHAp), IDIAP Jordi Gol, USR Metro-Nord, 08303 Mataró, Spain
- Primary Healthcare Center La Llagosta, Gerència d’Àmbit d’Atenció Primària Metropolitana Nord, Institut Català de la Salut, 08120 La Llagosta, Spain
- Department of Medicine, Faculty of Medicine, Autonomous University of Barcelona, 08193 Bellaterra, Spain
| | - Irene Ruiz Rojano
- Unitat de Suport a la Recerca (USR) Metropolitana Nord, Fundació Institut Universitari d’Investigació en Atenció Primària Jordi Gol i Gurina (IDIAP Jordi Gol), 08303 Mataró, Spain; (I.A.); (C.C.); (A.M.-E.); (I.R.R.); (G.D.-F.); (M.C.-C.)
- Grup de Recerca en Malalties Hepàtiques a l’Atenció Primària (GRemHAp), IDIAP Jordi Gol, USR Metro-Nord, 08303 Mataró, Spain
- Primary Healthcare Center Dr. Barraquer, Gerència d’Àmbit d’Atenció Primària Metropolitana Nord, Institut Català de la Salut, 08930 Sant Adrià del Besos, Spain
| | - Galadriel Diez-Fadrique
- Unitat de Suport a la Recerca (USR) Metropolitana Nord, Fundació Institut Universitari d’Investigació en Atenció Primària Jordi Gol i Gurina (IDIAP Jordi Gol), 08303 Mataró, Spain; (I.A.); (C.C.); (A.M.-E.); (I.R.R.); (G.D.-F.); (M.C.-C.)
| | - Meritxell Carmona-Cervelló
- Unitat de Suport a la Recerca (USR) Metropolitana Nord, Fundació Institut Universitari d’Investigació en Atenció Primària Jordi Gol i Gurina (IDIAP Jordi Gol), 08303 Mataró, Spain; (I.A.); (C.C.); (A.M.-E.); (I.R.R.); (G.D.-F.); (M.C.-C.)
| | - Pere Torán-Monserrat
- Unitat de Suport a la Recerca (USR) Metropolitana Nord, Fundació Institut Universitari d’Investigació en Atenció Primària Jordi Gol i Gurina (IDIAP Jordi Gol), 08303 Mataró, Spain; (I.A.); (C.C.); (A.M.-E.); (I.R.R.); (G.D.-F.); (M.C.-C.)
- Grup de Recerca en Malalties Hepàtiques a l’Atenció Primària (GRemHAp), IDIAP Jordi Gol, USR Metro-Nord, 08303 Mataró, Spain
- Germans Trias i Pujol Research Institute (IGTP), 08916 Badalona, Spain
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16
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Boglárka Z, Zsombor Z, Rónaszéki AD, Egresi A, Stollmayer R, Himsel M, Bérczi V, Kalina I, Werling K, Győri G, Maurovich-Horvat P, Folhoffer A, Hagymási K, Kaposi PN. Construction of a Compound Model to Enhance the Accuracy of Hepatic Fat Fraction Estimation with Quantitative Ultrasound. Diagnostics (Basel) 2025; 15:203. [PMID: 39857087 PMCID: PMC11763894 DOI: 10.3390/diagnostics15020203] [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: 12/08/2024] [Revised: 01/05/2025] [Accepted: 01/15/2025] [Indexed: 01/27/2025] Open
Abstract
Background: we evaluated regression models based on quantitative ultrasound (QUS) parameters and compared them with a vendor-provided method for calculating the ultrasound fat fraction (USFF) in metabolic dysfunction-associated steatotic liver disease (MASLD). Methods: We measured the attenuation coefficient (AC) and the backscatter-distribution coefficient (BSC-D) and determined the USFF during a liver ultrasound and calculated the magnetic resonance imaging proton-density fat fraction (MRI-PDFF) and steatosis grade (S0-S4) in a combined retrospective-prospective cohort. We trained multiple models using single or various QUS parameters as independent variables to forecast MRI-PDFF. Linear and nonlinear models were trained during five-time repeated three-fold cross-validation in a retrospectively collected dataset of 60 MASLD cases. We calculated the models' Pearson correlation (r) and the intraclass correlation coefficient (ICC) in a prospectively collected test set of 57 MASLD cases. Results: The linear multivariable model (r = 0.602, ICC = 0.529) and USFF (r = 0.576, ICC = 0.54) were more reliable in S0- and S1-grade steatosis than the nonlinear multivariable model (r = 0.492, ICC = 0.461). In S2 and S3 grades, the nonlinear multivariable (r = 0.377, ICC = 0.32) and AC-only (r = 0.375, ICC = 0.313) models' approximated correlation and agreement surpassed that of the multivariable linear model (r = 0.394, ICC = 0.265). We searched a QUS parameter grid to find the optimal thresholds (AC ≥ 0.84 dB/cm/MHz, BSC-D ≥ 105), above which switching from a linear (r = 0.752, ICC = 0.715) to a nonlinear multivariable (r = 0.719, ICC = 0.641) model could improve the overall fit (r = 0.775, ICC = 0.718). Conclusions: The USFF and linear multivariable models are robust in diagnosing low-grade steatosis. Switching to a nonlinear model could enhance the fit to MRI-PDFF in advanced steatosis.
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Affiliation(s)
- Zsély Boglárka
- Department of Radiology, Medical Imaging Centre, Semmelweis University, 1082 Budapest, Hungary; (Z.B.); (Z.Z.); (A.D.R.); (R.S.); (M.H.); (V.B.); (I.K.); (G.G.); (P.M.-H.)
| | - Zita Zsombor
- Department of Radiology, Medical Imaging Centre, Semmelweis University, 1082 Budapest, Hungary; (Z.B.); (Z.Z.); (A.D.R.); (R.S.); (M.H.); (V.B.); (I.K.); (G.G.); (P.M.-H.)
| | - Aladár D. Rónaszéki
- Department of Radiology, Medical Imaging Centre, Semmelweis University, 1082 Budapest, Hungary; (Z.B.); (Z.Z.); (A.D.R.); (R.S.); (M.H.); (V.B.); (I.K.); (G.G.); (P.M.-H.)
| | - Anna Egresi
- Department of Surgery, Transplantation, and Gastroenterology, Semmelweis University, 1082 Budapest, Hungary; (A.E.); (K.W.); (K.H.)
| | - Róbert Stollmayer
- Department of Radiology, Medical Imaging Centre, Semmelweis University, 1082 Budapest, Hungary; (Z.B.); (Z.Z.); (A.D.R.); (R.S.); (M.H.); (V.B.); (I.K.); (G.G.); (P.M.-H.)
- Clinic for Diagnostic and Interventional Radiology (DIR), Heidelberg University Hospital, 69120 Heidelberg, Germany
| | - Marco Himsel
- Department of Radiology, Medical Imaging Centre, Semmelweis University, 1082 Budapest, Hungary; (Z.B.); (Z.Z.); (A.D.R.); (R.S.); (M.H.); (V.B.); (I.K.); (G.G.); (P.M.-H.)
| | - Viktor Bérczi
- Department of Radiology, Medical Imaging Centre, Semmelweis University, 1082 Budapest, Hungary; (Z.B.); (Z.Z.); (A.D.R.); (R.S.); (M.H.); (V.B.); (I.K.); (G.G.); (P.M.-H.)
| | - Ildikó Kalina
- Department of Radiology, Medical Imaging Centre, Semmelweis University, 1082 Budapest, Hungary; (Z.B.); (Z.Z.); (A.D.R.); (R.S.); (M.H.); (V.B.); (I.K.); (G.G.); (P.M.-H.)
| | - Klára Werling
- Department of Surgery, Transplantation, and Gastroenterology, Semmelweis University, 1082 Budapest, Hungary; (A.E.); (K.W.); (K.H.)
| | - Gabriella Győri
- Department of Radiology, Medical Imaging Centre, Semmelweis University, 1082 Budapest, Hungary; (Z.B.); (Z.Z.); (A.D.R.); (R.S.); (M.H.); (V.B.); (I.K.); (G.G.); (P.M.-H.)
| | - Pál Maurovich-Horvat
- Department of Radiology, Medical Imaging Centre, Semmelweis University, 1082 Budapest, Hungary; (Z.B.); (Z.Z.); (A.D.R.); (R.S.); (M.H.); (V.B.); (I.K.); (G.G.); (P.M.-H.)
| | - Anikó Folhoffer
- Department of Internal Medicine and Oncology, Semmelweis University, 1082 Budapest, Hungary;
| | - Krisztina Hagymási
- Department of Surgery, Transplantation, and Gastroenterology, Semmelweis University, 1082 Budapest, Hungary; (A.E.); (K.W.); (K.H.)
| | - Pál Novák Kaposi
- Department of Radiology, Medical Imaging Centre, Semmelweis University, 1082 Budapest, Hungary; (Z.B.); (Z.Z.); (A.D.R.); (R.S.); (M.H.); (V.B.); (I.K.); (G.G.); (P.M.-H.)
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Mak LY, Fung J, Lo G, Lo CSY, Wu TKH, Chung MSH, Wong TCL, Seto WK, Chan ACY, Yuen MF. Impact of liver graft steatosis on long-term post-transplant hepatic steatosis and fibrosis via magnetic resonance quantification. Front Med (Lausanne) 2025; 11:1502055. [PMID: 39895824 PMCID: PMC11782125 DOI: 10.3389/fmed.2024.1502055] [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: 09/26/2024] [Accepted: 12/10/2024] [Indexed: 02/04/2025] Open
Abstract
Background The rising prevalence of metabolic dysfunction-associated steatotic liver disease (MASLD) has led to an increased occurrence of steatotic liver grafts (SLG) in liver transplantation (LT). However, the implications of SLG on post-transplant de novo hepatic steatosis (PTHS) and advanced fibrosis (≥F3) remain uncertain. This study aimed to characterize PTHS and ≥ F3 using magnetic resonance imaging (MRI) in patients who underwent LT for non-MASLD indications and to examine their relationship with SLG. Methods Post-LT patients with implant biopsy fat content data were recruited for MRI assessments. MRI-proton density fat fraction (MRI-PDFF) and MR elastography (MRE) were performed using a 1.5 Tesla Optima 450 W MR scanner with a 3D volumetric sequence. PTHS and ≥ F3 were defined as MRI-PDFF ≥5% and MRE ≥3.64 kPa, respectively. SLG was defined as implant biopsy fat content ≥5%. Results A total of 292 patients (70.5% men, median age at LT: 51.9 years, 22.6% with SLG) were recruited. The majority (73.6%) were transplanted for hepatitis B virus (HBV)-related complications. MRI performed at a median of 12.2 years post-LT identified PTHS in 27.4 and 10.6% of patients. PTHS was independently associated with SLG (OR 2.067, 95% CI 1.082-3.951), central obesity (OR 3.952, 95% CI 1.768-8.832), and hypertension (OR 2.510, 95% CI 1.268-4.966). In contrast, ≥F3 was associated with sex, change in BMI, and abnormal liver biochemistry but not with PTHS or SLG. Conclusion MRI identified a high prevalence of PTHS, which was associated with SLG and metabolic risk factors among Chinese patients transplanted for non-MASLD indications. Advanced graft fibrosis was not associated with PTHS or SLG.
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Affiliation(s)
- Lung-Yi Mak
- Department of Medicine, School of Clinical Medicine, The LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
- State Key Laboratory of Liver Research, The LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - James Fung
- Department of Medicine, School of Clinical Medicine, The LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
- State Key Laboratory of Liver Research, The LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
- Department of Surgery, School of Clinical Medicine, The LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
- Liver Transplantation Unit, Queen Mary Hospital, Hong Kong SAR, China
| | - Gladys Lo
- Department of Diagnostic and Interventional Radiology, Hong Kong Sanatorium and Hospital, Hong Kong SAR, China
| | - Christine Shing-Yen Lo
- Department of Diagnostic and Interventional Radiology, Hong Kong Sanatorium and Hospital, Hong Kong SAR, China
| | - Trevor Kwan-Hung Wu
- Department of Medicine, School of Clinical Medicine, The LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Matthew Shing-Hin Chung
- Department of Medicine, School of Clinical Medicine, The LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Tiffany Cho-Lam Wong
- Department of Surgery, School of Clinical Medicine, The LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
- Liver Transplantation Unit, Queen Mary Hospital, Hong Kong SAR, China
| | - Wai-Kay Seto
- Department of Medicine, School of Clinical Medicine, The LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
- State Key Laboratory of Liver Research, The LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Albert Chi-Yan Chan
- Department of Surgery, School of Clinical Medicine, The LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
- Liver Transplantation Unit, Queen Mary Hospital, Hong Kong SAR, China
| | - Man-Fung Yuen
- Department of Medicine, School of Clinical Medicine, The LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
- State Key Laboratory of Liver Research, The LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
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18
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Isshiki A, Fujiwara K, Kondo T, Yoshida K, Yamaguchi T, Hirata S. Convolutional neural network classification of ultrasound parametric images based on echo-envelope statistics for the quantitative diagnosis of liver steatosis. J Med Ultrason (2001) 2025; 52:5-15. [PMID: 39579195 PMCID: PMC11799055 DOI: 10.1007/s10396-024-01509-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2024] [Accepted: 10/06/2024] [Indexed: 11/25/2024]
Abstract
PURPOSE Early detection and quantitative evaluation of liver steatosis are crucial. Therefore, this study investigated a method for classifying ultrasound images to fatty liver grades based on echo-envelope statistics (ES) and convolutional neural network (CNN) analyses. METHODS Three fatty liver grades, i.e., normal, mild, and moderate-to-severe, were defined using the thresholds of the magnetic resonance imaging-derived proton density fat fraction (MRI-PDFF). There were 10 cases of each grade, totaling 30 cases. To visualize the texture information affected by the deposition of fat droplets within the liver, the maps of first- and fourth-order moments and the heat maps formed from both moments were employed as parametric images derived from the ES. Several dozen to hundreds of regions of interest (ROIs) were extracted from the liver region in each parametric image. A total of 7680 ROIs were utilized for the transfer learning of a pretrained VGG-16 and classified using the transfer-learned VGG-16. RESULTS The classification accuracies of the ROIs in all types of the parametric images were approximately 46%. The fatty liver grade for each case was determined by hard voting on the classified ROIs within the case. In the case of the fourth-order moment maps, the classification accuracy of the cases through hard voting mostly increased to approximately 63%. CONCLUSIONS The formation of parametric images derived from the ES and the CNN classification of the parametric images were proposed for the quantitative diagnosis of liver steatosis. In more than 60% of the cases, the fatty liver grade could be estimated solely using ultrasound images.
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Affiliation(s)
- Akiho Isshiki
- Department of Medical Engineering, Graduate School of Science and Engineering, Chiba University, Chiba, 263-8522, Japan
| | - Kisako Fujiwara
- Department of Gastroenterology, Graduate School of Medicine, Chiba University, Chiba, 260-8677, Japan
| | - Takayuki Kondo
- Department of Gastroenterology, Graduate School of Medicine, Chiba University, Chiba, 260-8677, Japan
- Ultrasound Center, Chiba University Hospital, Chiba, 260-8677, Japan
| | - Kenji Yoshida
- Ultrasound Center, Chiba University Hospital, Chiba, 260-8677, Japan
- Center for Frontier Medical Engineering, Chiba University, 1-33 Yayoicho, Inage-ku, Chiba-shi, Chiba, 263-8522, Japan
| | - Tadashi Yamaguchi
- Ultrasound Center, Chiba University Hospital, Chiba, 260-8677, Japan
- Center for Frontier Medical Engineering, Chiba University, 1-33 Yayoicho, Inage-ku, Chiba-shi, Chiba, 263-8522, Japan
| | - Shinnosuke Hirata
- Ultrasound Center, Chiba University Hospital, Chiba, 260-8677, Japan.
- Center for Frontier Medical Engineering, Chiba University, 1-33 Yayoicho, Inage-ku, Chiba-shi, Chiba, 263-8522, Japan.
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19
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Polpichai N, Saowapa S, Jaroenlapnopparat A, Sierra L, Danpanichkul P, Fangsaard P, Wattanachayakul P, Kaewdech A. Statin Use in Metabolic Dysfunction-Associated Steatotic Liver Disease and Effects on Vibration-Controlled Transient Elastography-Derived Scores—A Population-Based Inverse Probability Treatment Weighting Analysis. LIVERS 2024; 4:677-687. [DOI: 10.3390/livers4040046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/11/2025] Open
Abstract
Background/Objectives: Metabolic dysfunction-associated steatotic liver disease (MASLD) is the leading cause of chronic liver disease globally. The impact of statins on liver fibrosis severity in MASLD individuals remains uncertain, despite their known cardiovascular benefits. Methods: A cross-sectional study was performed utilizing the National Health and Nutrition Examination Survey (NHANES) database from 2017 to 2018. MASLD was defined by hepatic steatosis (controlled attenuation parameter [CAP] score ≥ 288 dB/m) without other etiologies. Using inverse probability treatment weighting to minimize confounding, we examined the association between statin use and MASLD outcomes, including at-risk steatohepatitis (FibroScan-aspartate aminotransferase [AST] [FAST] score ≥ 0.67), significant and advanced fibrosis (liver stiffness measurement [LSM] ≥ 8.8 kilopascals [kPa] and ≥ 11.7 kPa), and advanced fibrosis (AGILE 3+ score ≥ 0.68). Results: Of 1283 MASLD patients, 376 were prescribed statins within the past 30 days. After adjustment for confounders, statin use was significantly associated with reduced risks of at-risk steatohepatitis, significant fibrosis, and high AGILE 3+ scores, with odds ratios (ORs) of 0.29 (95% CI: 0.01 to 0.87), 0.54 (95% CI: 0.31 to 0.95), and 0.41 (95% CI: 0.22 to 0.75), respectively. However, a subgroup analysis showed this effect persisted only with lipophilic statins. Conclusions: Statin use was associated with reduced steatohepatitis and fibrosis in patients with MASLD, supported by robust causal inference and vibration-controlled transient elastography-derived scores.
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Affiliation(s)
| | - Sakditad Saowapa
- Department of Medicine, Texas Tech University Health Science Center, Lubbock, TX 79430, USA
| | | | - Leandro Sierra
- Department of Medicine, Cleveland Clinic Foundation, Cleveland, OH 44195, USA
| | - Pojsakorn Danpanichkul
- Department of Medicine, Texas Tech University Health Science Center, Lubbock, TX 79430, USA
| | - Panisara Fangsaard
- Department of Internal Medicine, Bassett Medical Center, Cooperstown, NY 13326, USA
| | | | - Apichat Kaewdech
- Gastroenterology and Hepatology Unit, Division of Internal Medicine, Faculty of Medicine, Prince of Songkla University, Songkhla 90110, Thailand
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20
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Honarvar M, Lobo J, Schneider C, Klein S, Smith GI, Loomba R, Ramji A, Hassanein T, Yoshida EM, Pang E, Curry MP, Afdhal NH. Methods and Validation of Velacur Determined Fat Fraction in patients with MASLD. WFUMB ULTRASOUND OPEN 2024; 2:100061. [PMID: 40416420 PMCID: PMC12103244 DOI: 10.1016/j.wfumbo.2024.100061] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 05/27/2025]
Abstract
Introduction As prevalence of patients with steatotic liver diseases increases throughout the world, it is necessary to have accurate and accessible methods to estimate liver fat content. Using quantitative ultrasound parameters, such as attenuation and backscatter, it is possible to estimate liver fat, with MRI proton density fat fraction as the reference standard. Velacur determined fat fraction (VDFF) is a new output measurement on Velacur (Sonic Incytes Medical Corp, Vancouver, BC). Methods This study described the results of parameter fitting and validation of VDFF, which is a combination of quantitative ultrasound parameters. Patients were recruited from sites within the US and Canada. All patients had contemporaneous Velacur and MRI proton density fat fraction scans. The quantitative ultrasound parameter fitting was completed using linear regression on a random sub-sample approach, and a separate cohort was used for validation. The AUC for detection of 5% liver fat based on MRI-PDFF and the correlation between MRI-PDFF and VDFF was measured in both cohorts. Results VDFF had an AUROC of 0.97 for the detection of MRI-PDFF > 5% in the parameter fitting cohort, and 0.99 in the validation cohort. The correlation [95% CI] between MRI-PDFF and VDFF was r = 0.84 [0.78 - 0.89] for the parameter fitting cohort and r = 0.90 [0.82 - 0.95] for the validation cohort. Conclusion The Velacur Determined Fat Fraction (VDFF) is an accurate and accessible way to estimate steatosis as measured by MRI-PDFF. Velacur VDFF can fill the unmet need of an accurate means to diagnosis hepatic steatosis and serve as a potential alternative to biopsy or MRI-PDFF.
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Affiliation(s)
| | - Julio Lobo
- Sonic Incytes Medical Corp. Vancouver, BC, Canada
| | | | - Samuel Klein
- Washington University, School of Medicine, St. Louis, MO, USA
| | - Gordon I Smith
- Washington University, School of Medicine, St. Louis, MO, USA
| | - Rohit Loomba
- University of California, San Diego, San Diego, CA, USA
| | - Alnoor Ramji
- University of British Columbia, Division of Gastroenterology, Vancouver, BC, Canada
| | | | - Eric M Yoshida
- University of British Columbia, Division of Gastroenterology, Vancouver BC, Canada
| | - Emily Pang
- Vancouver General Hospital, Department of Radiology, Vancouver BC, Canada
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Krienke M, Kralisch S, Wagner L, Tönjes A, Miehle K. Serum Leucine-Rich Alpha-2 Glycoprotein 1 Levels in Patients with Lipodystrophy Syndromes. Biomolecules 2024; 14:1474. [PMID: 39595649 PMCID: PMC11592172 DOI: 10.3390/biom14111474] [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: 08/28/2024] [Revised: 11/18/2024] [Accepted: 11/19/2024] [Indexed: 11/28/2024] Open
Abstract
Serum concentrations of leucine-rich alpha-2 glycoprotein 1 (LRG1) are elevated in several cardio-metabolic and inflammatory diseases. LRG1 also plays an important role in the development of hepatic steatosis and insulin resistance. In lipodystrophies (LDs), severe cardio-metabolic complications can be observed. The dysregulation of several adipokines plays a significant role in the clinical manifestation of this syndrome. To date, there have been no studies of LRG1 levels in non-HIV-LD patients. We performed a cross-sectional analysis of LRG1 serum levels in 60 patients with non-HIV-associated LD and in 60 age-, sex-, and BMI-matched healthy controls. Furthermore, we investigated the gene expression of Lrg1 in a mouse model of generalised LD. No significant difference was found in the median concentration of LRG1 serum levels between LD patients (18.2 ng/L; interquartile range 8.3 ng/L) and healthy controls (17.8 ng/L; interquartile range 11.0 ng/L). LRG1 serum concentrations correlated positively with CRP serum levels (p < 0.001). Lrg1 mRNA expression was downregulated in the adipose tissue, whereas in the liver, no difference in Lrg1 expression between LD and wild-type mice was detected. In summary, circulating levels of LRG1 are associated with low-grade inflammation but cannot distinguish between patients with LD and controls.
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Affiliation(s)
| | | | | | | | - Konstanze Miehle
- Medical Department III—Endocrinology, Nephrology, Rheumatology, University of Leipzig Medical Center, Liebigstraße 20, 04103 Leipzig, Germany (S.K.); (L.W.); (A.T.)
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22
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Otero Sanchez L, Moreno C. Noninvasive Tests in Assessment of Patients with Alcohol-Associated Liver Disease. Clin Liver Dis 2024; 28:715-729. [PMID: 39362717 DOI: 10.1016/j.cld.2024.06.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/05/2024]
Abstract
Alcohol-associated liver disease (ALD) remains a significant public health concern, accounting for at least half of cirrhosis cases in Europe. Historically, liver biopsy has been considered the gold standard method for both diagnosing and staging ALD. However, in the past 3 decades, there has been a growing interest in developing noninvasive biomarkers for identifying high-risk patients prone to develop liver-related complications, including elastography methods or blood-based biomarkers. This review aims to summarize currently available noninvasive testing methods that are clinically available for assessing patients with ALD, including notably steatosis and fibrosis.
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Affiliation(s)
- Lukas Otero Sanchez
- Department of Gastroenterology, Hepatopancreatology and Digestive Oncology, Hôpital Universitaire de Bruxelles, C.U.B. Hôpital Erasme, Université Libre de Bruxelles, Brussels, Belgium; Laboratory of Experimental Gastroenterology, Université Libre de Bruxelles, Brussels, Belgium.
| | - Christophe Moreno
- Department of Gastroenterology, Hepatopancreatology and Digestive Oncology, Hôpital Universitaire de Bruxelles, C.U.B. Hôpital Erasme, Université Libre de Bruxelles, Brussels, Belgium; Laboratory of Experimental Gastroenterology, Université Libre de Bruxelles, Brussels, Belgium.
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Petrie E, Gray M, Bril F. Metabolic characteristics of patients with MetALD: Caveats of a new definition. Liver Int 2024; 44:2929-2938. [PMID: 39152688 DOI: 10.1111/liv.16034] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2024] [Revised: 06/13/2024] [Accepted: 06/30/2024] [Indexed: 08/19/2024]
Abstract
BACKGROUND AND AIMS Recently, a new entity was introduced, MetALD, which includes patients with metabolic dysfunction-associated steatotic liver disease (MASLD), who consume moderate amounts of alcohol. However, little is known regarding the metabolic and clinical characteristics of these patients. METHODS Data from the National Health and Nutrition Examination Surveys 2017-2020 was used. Participants without valid transient elastography (TE) measurements, incomplete alcohol consumption report, or with alternative etiologies of liver steatosis were excluded. RESULTS A total of 6901 patients were included in the study, of which 106 (1.5%) had MetALD. Overall, MetALD patients showed a metabolic profile that was more similar to patients with alcohol related liver disease (ALD) than MASLD. Specifically, while patients with MetALD showed values in-between MASLD and ALD for body mass index (BMI), aspartate transaminase (AST), alanine transaminase (ALT), gamma glutamyltransferase (GGT) and haemoglobin A1c, they had similar high-density lipoprotein cholesterol (HDL-C), blood pressure, prevalence of diabetes and insulin resistance to ALD patients. Increasing alcohol consumption was associated with lower insulin resistance and A1c and higher triglycerides, HDL-C and blood pressure. Moreover, while AST, ALT and GGT increased with alcohol consumption, this did not translate into worse hepatic steatosis or liver fibrosis by TE. CONCLUSIONS MetALD patients share some characteristics with MASLD, but they resemble ALD patients more, especially after adjusting for BMI. Alcohol consumption produces a dissociation between insulin resistance and some cardiometabolic risk factors (blood pressure and HDL-C), which may make the current classification of patients challenging.
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Affiliation(s)
- Erin Petrie
- Division of Gastroenterology, Nutrition and Hepatology, Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Meagan Gray
- Division of Gastroenterology, Nutrition and Hepatology, Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Fernando Bril
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
- UAB Comprehensive Diabetes Center, University of Alabama at Birmingham, Birmingham, Alabama, USA
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Díaz LA, Lazarus JV, Fuentes-López E, Idalsoaga F, Ayares G, Desaleng H, Danpanichkul P, Cotter TG, Dunn W, Barrera F, Wijarnpreecha K, Noureddin M, Alkhouri N, Singal AK, Wong RJ, Younossi ZM, Rinella ME, Kamath PS, Bataller R, Loomba R, Arrese M, Arab JP. Disparities in steatosis prevalence in the United States by Race or Ethnicity according to the 2023 criteria. COMMUNICATIONS MEDICINE 2024; 4:219. [PMID: 39472739 PMCID: PMC11522458 DOI: 10.1038/s43856-024-00649-x] [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: 02/12/2024] [Accepted: 10/17/2024] [Indexed: 11/02/2024] Open
Abstract
INTRODUCTION The 2023 nomenclature defined criteria for steatotic liver disease (SLD), including metabolic dysfunction-associated SLD (MASLD), alcohol-associated liver disease (ALD), and the overlapping MASLD/ALD (MetALD). We aimed to assess racial and ethnic disparities in the SLD prevalence among United States (US) adults based on this new nomenclature. METHODS We undertook a cross-sectional study employing the 2017-2018 National Health and Nutrition Examination Survey (NHANES) database. We identified SLD according to a controlled attenuation parameter ≥288 dB/m, liver stiffness ≥7.2 kPa, or elevated aminotransferase levels. Alcohol use thresholds were established according to the updated SLD definition. We estimated prevalences using the complex design of the NHANES survey. Multivariable logistic regressions with complex design weights were employed. RESULTS A total of 5532 individuals are included. The mean age is 45.4 years, and 50.9% are women. The adjusted estimated prevalence of MASLD is 42.4% (95% CI: 41.1-43.8%), MetALD 1.7% (95% CI: 1.3-2.0%), and ALD 0.6% (95% CI: 0.3-0.8%). Hispanics exhibit a higher prevalence of SLD, but there are no significant differences in advanced fibrosis prevalence due to SLD among racial/ethnic groups. In MASLD, men, individuals aged 40-64 and ≥65 years, Hispanics, those with health insurance, higher BMI, diabetes, hypertension, hypertriglyceridemia, and low high-density lipoprotein (HDL) cholesterol or use of lipid-lowering agents are independently associated with a higher risk, while Blacks have the lowest risk. In MetALD, men and higher BMI are independently associated with a higher risk of MetALD in adjusted multivariable analysis. In ALD, the adjusted multivariable analysis shows that only health insurance is independently associated with a lower ALD risk. CONCLUSIONS MASLD prevalence is high in the US, especially in men, older individuals, and Hispanics. MetALD and ALD prevalence was substantial but could be underestimated.
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Affiliation(s)
- Luis Antonio Díaz
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California San Diego, San Diego, CA, USA
- Departamento de Gastroenterología, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
- Observatorio Multicéntrico de Enfermedades Gastrointestinales, OMEGA, Santiago, Chile
- The Global NASH Council, Washington, DC, USA
| | - Jeffrey V Lazarus
- The Global NASH Council, Washington, DC, USA
- CUNY Graduate School of Public Health and Health Policy (CUNY SPH), New York, New York, NY, USA
- Barcelona Institute for Global Health (ISGlobal), Hospital Clinic, University of Barcelona, Barcelona, Spain
| | - Eduardo Fuentes-López
- Departamento de Ciencias de la Salud, Facultad de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Francisco Idalsoaga
- Departamento de Gastroenterología, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
- Division of Gastroenterology, Department of Medicine, Western University & London Health Sciences Centre, London, ON, Canada
| | - Gustavo Ayares
- Departamento de Gastroenterología, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Hailemichael Desaleng
- Division of Gastroenterology, Department of Medicine, Western University & London Health Sciences Centre, London, ON, Canada
| | - Pojsakorn Danpanichkul
- Immunology Unit, Department of Microbiology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Thomas G Cotter
- Division of Digestive and Liver Diseases, UT Southwestern Medical Center, Dallas, TX, USA
| | - Winston Dunn
- University of Kansas Medical Center, Kansas City, KS, USA
| | - Francisco Barrera
- Departamento de Gastroenterología, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Karn Wijarnpreecha
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Arizona College of Medicine and Division of Gastroenterology and Hepatology, Phoenix, AZ, USA
- Department of Internal Medicine, Banner University Medical Center, Phoenix, AZ, USA
- BIO5 Institute, University of Arizona College of Medicine-Phoenix, Phoenix, AZ, USA
| | | | - Naim Alkhouri
- Department of Hepatology, Arizona Liver Health, Chandler, AZ, USA
| | - Ashwani K Singal
- Division of Gastroenterology, Hepatology and Nutrition, Department of Medicine, University of Louisville School of Medicine, Louisville, KY, USA
| | - Robert J Wong
- Division of Gastroenterology and Hepatology, Veterans Affairs Palo Alto Healthcare System, Stanford University School of Medicine, Stanford, CA, USA
| | - Zobair M Younossi
- The Global NASH Council, Washington, DC, USA
- Betty and Guy Beatty Center for Integrated Research, Inova Health System, Falls Church, VA, USA
- Center for Liver Disease, Department of Medicine, Inova Fairfax Medical Campus, Falls Church, VA, USA
- Inova Medicine, Inova Health System, Falls Church, VA, USA
| | - Mary E Rinella
- University of Chicago, Pritzker School of Medicine, Chicago, IL, USA
| | - Patrick S Kamath
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
| | - Ramon Bataller
- Liver Unit, Hospital Clinic. Institut d'Investigacions August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Rohit Loomba
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California San Diego, San Diego, CA, USA
| | - Marco Arrese
- Departamento de Gastroenterología, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
- Observatorio Multicéntrico de Enfermedades Gastrointestinales, OMEGA, Santiago, Chile
- The Global NASH Council, Washington, DC, USA
| | - Juan Pablo Arab
- Departamento de Gastroenterología, Escuela de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile.
- Observatorio Multicéntrico de Enfermedades Gastrointestinales, OMEGA, Santiago, Chile.
- The Global NASH Council, Washington, DC, USA.
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Internal Medicine, Virginia Commonwealth University School of Medicine, Richmond, VA, USA.
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Baskaya F, Lemainque T, Klinkhammer B, Koletnik S, von Stillfried S, Talbot SR, Boor P, Schulz V, Lederle W, Kiessling F. Pathophysiologic Mapping of Chronic Liver Diseases With Longitudinal Multiparametric MRI in Animal Models. Invest Radiol 2024; 59:699-710. [PMID: 38598653 DOI: 10.1097/rli.0000000000001075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/12/2024]
Abstract
OBJECTIVES Chronic liver diseases (CLDs) have diverse etiologies. To better classify CLDs, we explored the ability of longitudinal multiparametric MRI (magnetic resonance imaging) in depicting alterations in liver morphology, inflammation, and hepatocyte and macrophage activity in murine high-fat diet (HFD)- and carbon tetrachloride (CCl 4 )-induced CLD models. MATERIALS AND METHODS Mice were either untreated, fed an HFD for 24 weeks, or injected with CCl 4 for 8 weeks. Longitudinal multiparametric MRI was performed every 4 weeks using a 7 T MRI scanner, including T1/T2 relaxometry, morphological T1/T2-weighted imaging, and fat-selective imaging. Diffusion-weighted imaging was applied to assess fibrotic remodeling and T1-weighted and T2*-weighted dynamic contrast-enhanced MRI and dynamic susceptibility contrast MRI using gadoxetic acid and ferucarbotran to target hepatocytes and the mononuclear phagocyte system, respectively. Imaging data were associated with histopathological and serological analyses. Principal component analysis and clustering were used to reveal underlying disease patterns. RESULTS The MRI parameters significantly correlated with histologically confirmed steatosis, fibrosis, and liver damage, with varying importance. No single MRI parameter exclusively correlated with 1 pathophysiological feature, underscoring the necessity for using parameter patterns. Clustering revealed early-stage, model-specific patterns. Although the HFD model exhibited pronounced liver fat content and fibrosis, the CCl 4 model indicated reduced liver fat content and impaired hepatocyte and macrophage function. In both models, MRI biomarkers of inflammation were elevated. CONCLUSIONS Multiparametric MRI patterns can be assigned to pathophysiological processes and used for murine CLD classification and progression tracking. These MRI biomarker patterns can directly be explored clinically to improve early CLD detection and differentiation and to refine treatments.
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Affiliation(s)
- Ferhan Baskaya
- From the Institute for Experimental Molecular Imaging, RWTH Aachen University, Aachen, Germany (F.B., T.L., S.K., V.S., W.L., F.K.); Department for Diagnostic and Interventional Radiology, RWTH Aachen University, Aachen, Germany (T.L.); Institute of Pathology, RWTH Aachen University, Aachen, Germany (B.K., S.S., P.B.); and Institute for Laboratory Animal Science, Hannover Medical School, Hannover, Germany (S.R.T.)
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Fouad Y, Alboraie M, Shiha G. Epidemiology and diagnosis of metabolic dysfunction-associated fatty liver disease. Hepatol Int 2024; 18:827-833. [PMID: 38967907 PMCID: PMC11450050 DOI: 10.1007/s12072-024-10704-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Accepted: 06/01/2024] [Indexed: 07/06/2024]
Abstract
The most common chronic liver illness worldwide is metabolic dysfunction linked to fatty liver disease (MAFLD), which is poorly understood by doctors and patients. Many people with this disease develop steatohepatitis, cirrhosis and its consequences, as well as extrahepatic manifestations; these conditions are particularly common if they are linked to diabetes mellitus or obesity. A breakthrough with numerous benefits is the switch from NAFLD to MAFLD in terms of terminology and methodology. The diagnosis of MAFLD is based on affirmative criteria; unlike NAFLD, it is no longer based on exclusion. The diagnosis of MAFLD and the evaluation of steatosis and fibrosis is achieved using liver biopsy and non-invasive laboratory or radiographic techniques. We briefly address the most recent developments in MAFLD epidemiology and diagnosis.
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Affiliation(s)
- Yasser Fouad
- Department of Gastroenterology, Hepatology and Endemic Medicine, Faculty of Medicine, Minia University, Minia, Egypt.
| | - Mohamed Alboraie
- Department of Internal Medicine, Al-Azhar University, Cairo, Egypt
| | - Gamal Shiha
- Egyptian Liver Research Institute and Hospital, Mansoura, Egypt
- Hepatology and Gastroenterology Unit, Internal Medicine Department, Faculty of Medicine, Mansoura University, Mansoura, Egypt
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Chen LZ, Jing XB, Chen X, Xie YC, Chen Y, Cai XB. Non-Invasive Serum Markers of Non-Alcoholic Fatty Liver Disease Fibrosis: Potential Tools for Detecting Patients with Cardiovascular Disease. Rev Cardiovasc Med 2024; 25:344. [PMID: 39355605 PMCID: PMC11440407 DOI: 10.31083/j.rcm2509344] [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: 03/05/2024] [Revised: 05/23/2024] [Accepted: 05/28/2024] [Indexed: 10/03/2024] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD), one of the most common chronic liver diseases with a prevalence of 23%-25% globally, is an independent risk factor for cardiovascular diseases (CVDs). Growing evidence indicates that the development of NAFLD, ranging from non-alcoholic fatty liver (NAFL), non-alcoholic steatohepatitis (NASH), advanced fibrosis to cirrhosis, and even hepatocellular carcinoma, is at substantial risk for CVDs, which clinically contribute to increased cardiovascular morbidity and mortality. Non-invasive serum markers assessing liver fibrosis, such as fibrosis-4 (FIB-4) score, aspartate transaminase-to-platelet ratio index (APRI), and NAFLD fibrosis score (NFS), are expected to be useful tools for clinical management of patients with CVDs. This review aims to provide an overview of the evidence for the relationship between the progression of NAFLD and CVDs and the clinical application of non-invasive markers of liver fibrosis in managing patients with CVDs.
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Affiliation(s)
- Ling-Zi Chen
- Department of Gastroenterology, The First Affiliated Hospital of Shantou University Medical College, 515041 Shantou, Guangdong, China
| | - Xu-Bin Jing
- Department of Gastroenterology, The First Affiliated Hospital of Shantou University Medical College, 515041 Shantou, Guangdong, China
| | - Xiang Chen
- Department of Gastroenterology, The First Affiliated Hospital of Shantou University Medical College, 515041 Shantou, Guangdong, China
| | - Yan-Chun Xie
- Department of Endoscopy Center, Cancer Hospital of Shantou University Medical College, 515041 Shantou, Guangdong, China
| | - Yun Chen
- Department of Gastroenterology, The First Affiliated Hospital of Shantou University Medical College, 515041 Shantou, Guangdong, China
| | - Xian-Bin Cai
- Department of Gastroenterology, The First Affiliated Hospital of Shantou University Medical College, 515041 Shantou, Guangdong, China
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Li N, Cui C, Xu J, Mi M, Wang J, Qin Y. Quercetin intervention reduced hepatic fat deposition in patients with nonalcoholic fatty liver disease: a randomized, double-blind, placebo-controlled crossover clinical trial. Am J Clin Nutr 2024; 120:507-517. [PMID: 39032786 DOI: 10.1016/j.ajcnut.2024.07.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 07/10/2024] [Accepted: 07/15/2024] [Indexed: 07/23/2024] Open
Abstract
BACKGROUND Nonalcoholic fatty liver disease (NAFLD) has become a growing public health problem worldwide. However, there is still lack of effective treatment strategies except lifestyle intervention. OBJECTIVES To evaluate whether quercetin improves intrahepatic lipid content in patients with NAFLD. METHODS In this randomized, double-blind, placebo-controlled crossover trial, 41 patients with NAFLD were randomly assigned to receive the quercetin (500 mg) or placebo capsules for 12 wk, then switched interventions for another 12 wk after a 4-wk washout period. The primary outcome was intrahepatic lipid content evaluated by magnetic resonance imaging estimated proton density fat fraction. The secondary outcomes were liver function measurements, etc. Safety outcomes included blood routine. RESULTS A total of 36 patients completed the trial. In intention-to-treat analyses, the quercetin intervention moderately decreased the intrahepatic lipid contents from 11.5% ± 6.4% to 9.6% ± 5.8%, compared with the placebo intervention (decreased by 0.1% ± 2.6%, P = 0.013 and adjusted P value is 0.028). Body weight and body mass index were mildly reduced by 1.5 ± 2.6 kg and 0.5 ± 0.9 kg/m2 after the quercetin intervention (P < 0.05 and both adjusted P values are 0.038), whereas the reductions were only 0.2 ± 1.8 kg and 0.1 ± 0.7 kg/m2 after the placebo intervention. The intrahepatic lipid content reductions were noticeably positively associated with the body weight losses after the quercetin and placebo interventions (r = 0.557 and 0.412, P < 0.001 and P = 0.007, respectively). Subgroup analyses found that the reduction of intrahepatic lipid contents in females (3.0% ± 3.7%) was about twice as large as that in males (1.4% ± 2.5%) with a trend of statistical significance (P = 0.113 and adjusted P value is 0.061). There were no significant differences in other secondary and safety outcomes. No adverse events associated with study intervention were found. CONCLUSIONS Twelve weeks treatment of quercetin could reduce intrahepatic lipid contents in patients with NAFLD, possibly explained by a slightly larger body weight loss in the quercetin group. TRIAL REGISTRATION The trial is registered at www.chictr.org.cn as ChiCTR2100047904.
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Affiliation(s)
- NingChao Li
- Department of Nutrition, Xinqiao Hospital, Army Medical University, Chongqing, China
| | - Chun Cui
- Department of Radiology, Xinqiao Hospital, Army Medical University, Chongqing, China
| | - Jing Xu
- Department of Endocrinology, Xinqiao Hospital, Army Medical University, Chongqing, China
| | - ManTian Mi
- Research Center for Nutrition and Health, Institute of Military Preventive Medicine, Army Medical University, Chongqing, China
| | - Jian Wang
- Department of Nutrition, Xinqiao Hospital, Army Medical University, Chongqing, China.
| | - Yu Qin
- Research Center for Nutrition and Health, Institute of Military Preventive Medicine, Army Medical University, Chongqing, China.
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Malandris K, Katsoula A, Liakos A, Bekiari E, Karagiannis T, Theocharidou E, Giouleme O, Sinakos E, Tsapas A. Accuracy of controlled attenuation parameter for liver steatosis in patients at risk for metabolic dysfunction-associated steatotic liver disease using magnetic resonance imaging: a systematic review and meta-analysis. Ann Gastroenterol 2024; 37:579-587. [PMID: 39238800 PMCID: PMC11372538 DOI: 10.20524/aog.2024.0910] [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: 04/01/2024] [Accepted: 07/03/2024] [Indexed: 09/07/2024] Open
Abstract
Background The controlled attenuation parameter (CAP) enables the noninvasive assessment of liver steatosis. We performed a systematic review and meta-analysis to evaluate the diagnostic accuracy of CAP for identifying liver steatosis in patients at risk for metabolic dysfunction-associated steatotic liver disease (MASLD), using magnetic resonance imaging proton density fat fraction (MRI-PDFF) as the reference standard. Methods We searched Medline, Embase, Cochrane Library and gray literature sources up to March 2024. We defined MASLD as MRI-PDFF ≥5%. We also assessed the accuracy of CAP for identifying patients with MRI-PDFF ≥10%. We calculated pooled sensitivity and specificity estimates using hierarchical random-effects models. We assessed the risk of bias using the Quality Assessment of Diagnostic Accuracy Studies 2 tool, and the certainty in meta-analysis estimates using the Grading of Recommendations Assessment, Development and Evaluation framework. Results We included 8 studies with 1116 participants. The prevalence of MASLD ranged from 65.2-93.9%. Pooled sensitivity and specificity of CAP for MRI-PDFF ≥5% were 0.84 (95% confidence interval [CI] 0.79-0.88) and 0.77 (95%CI 0.68-0.84), respectively, with an area under the receiver operating characteristic curve (AUROC) of 0.88. The pooled sensitivity and specificity for MRI-PDFF ≥10% were 0.83 (95%CI 0.80-0.87) and 0.72 (95%CI 0.59-0.82), with an AUROC of 0.85. The certainty in our estimates was low to very low because of the high risk of bias, inconsistency and imprecision. Conclusions CAP has acceptable diagnostic accuracy for both MRI-PDFF ≥5% and MRI-PDFF ≥10%. Adequately powered and rigorously conducted diagnostic accuracy studies are warranted to establish the optimal CAP thresholds.
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Affiliation(s)
- Konstantinos Malandris
- Clinical Research and Evidence-Based Medicine Unit, Aristotle University of Thessaloniki, Greece (Konstantinos Malandris, Aris Liakos, Eleni Bekiari, Thomas Karagiannis, Apostolos Tsapas)
| | - Anastasia Katsoula
- Second Propedeutic Medical Department, Aristotle University of Thessaloniki, Greece (Anastasia Katsoula, Olga Giouleme)
| | - Aris Liakos
- Clinical Research and Evidence-Based Medicine Unit, Aristotle University of Thessaloniki, Greece (Konstantinos Malandris, Aris Liakos, Eleni Bekiari, Thomas Karagiannis, Apostolos Tsapas)
- Second Medical Department, Aristotle University of Thessaloniki, Greece (Aris Liakos, Eleni Bekiari, Thomas Karagiannis, Eleni Theocharidou)
| | - Eleni Bekiari
- Clinical Research and Evidence-Based Medicine Unit, Aristotle University of Thessaloniki, Greece (Konstantinos Malandris, Aris Liakos, Eleni Bekiari, Thomas Karagiannis, Apostolos Tsapas)
- Second Medical Department, Aristotle University of Thessaloniki, Greece (Aris Liakos, Eleni Bekiari, Thomas Karagiannis, Eleni Theocharidou)
| | - Thomas Karagiannis
- Clinical Research and Evidence-Based Medicine Unit, Aristotle University of Thessaloniki, Greece (Konstantinos Malandris, Aris Liakos, Eleni Bekiari, Thomas Karagiannis, Apostolos Tsapas)
- Second Medical Department, Aristotle University of Thessaloniki, Greece (Aris Liakos, Eleni Bekiari, Thomas Karagiannis, Eleni Theocharidou)
| | - Eleni Theocharidou
- Second Medical Department, Aristotle University of Thessaloniki, Greece (Aris Liakos, Eleni Bekiari, Thomas Karagiannis, Eleni Theocharidou)
| | - Olga Giouleme
- Second Propedeutic Medical Department, Aristotle University of Thessaloniki, Greece (Anastasia Katsoula, Olga Giouleme)
| | - Emmanouil Sinakos
- Fourth Medical Department, Aristotle University of Thessaloniki, Greece (Emmanouil Sinakos)
| | - Apostolos Tsapas
- Clinical Research and Evidence-Based Medicine Unit, Aristotle University of Thessaloniki, Greece (Konstantinos Malandris, Aris Liakos, Eleni Bekiari, Thomas Karagiannis, Apostolos Tsapas)
- Second Medical Department, Aristotle University of Thessaloniki, Greece (Aris Liakos, Eleni Bekiari, Thomas Karagiannis, Eleni Theocharidou)
- Harris Manchester College, University of Oxford, UK (Apostolos Tsapas)
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Tavaglione F, Loomba R. Emerging Combination of Saroglitazar and Vitamin E for the Treatment of NAFLD and NASH. J Clin Exp Hepatol 2024; 14:101449. [PMID: 38881684 PMCID: PMC11170343 DOI: 10.1016/j.jceh.2024.101449] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/18/2024] Open
Affiliation(s)
- Federica Tavaglione
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, La Jolla, CA, United States
- Research Unit of Clinical Medicine and Hepatology, Department of Medicine and Surgery, Università Campus Bio-Medico di Roma, Rome, Italy
- Operative Unit of Clinical Medicine and Hepatology, Fondazione Policlinico Universitario Campus Bio-Medico, Rome, Italy
| | - Rohit Loomba
- MASLD Research Center, Division of Gastroenterology and Hepatology, University of California at San Diego, La Jolla, CA, United States
- School of Public Health, University of California at San Diego, La Jolla, CA, United States
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Mir BA, Sharma B, Sharma R, Bodh V, Chauhan A, Majeed T, Haq I, Sharma N, Sharma D. A Prospective Randomised Comparative Four-arm Intervention Study of Efficacy and Safety of Saroglitazar and Vitamin E in Patients With Non-alcoholic Fatty Liver Disease (NAFLD)/Non-alcoholic Steatohepatitis (NASH)-SVIN TRIAL. J Clin Exp Hepatol 2024; 14:101398. [PMID: 38628977 PMCID: PMC11017282 DOI: 10.1016/j.jceh.2024.101398] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Accepted: 03/09/2024] [Indexed: 04/19/2024] Open
Abstract
Background and aim Vitamin E is widely prescribed for non-alcoholic steatohepatitis (NASH). Saroglitazar, a novel dual peroxisome proliferator-activator receptor ɑ/γ agonist, is approved in India for non-alcoholic fatty liver disease (NAFLD). No head-to-head comparative study for vitamin E and saroglitazar is available. We studied the efficacy and safety of saroglitazar and vitamin E in NAFLD/NASH. Materials and methods We prospectively randomised 175 NAFLD patients into four arms as Saroglitazar 4 mg daily alone (n = 44), vitamin E 800IU daily alone (n = 41), vitamin E and saroglitazar combination (n = 47), and control arm (n = 43). All the baseline variables including liver stiffness measurement (LSM) and controlled attenuation parameter (CAP) were recorded. Reassessment was done after 24 weeks of treatment. Results The mean age and body mass index was 45 ± 11 years and 26 ± 3.6 kg/m2, respectively. Compared to control, the decrease in alanine amino transferase levels with saroglitazar, vitamin E, and combination therapy was significant (95% confidence interval [CI]: 6.27-28.25, P = 0.002, 95% CI: -3.39 to 18.88, P = 0.047 and 95% CI: 8.10-29.54, P = 0.001, respectively). The reduction in CAP was significant with saroglitazar and combination therapy (95% CI: -31.94 to 11.99, P = 0.015 and 95% CI: -10.48 to 30.51, P = 0.026, respectively). Only combination therapy shows significant reduction in LSM (95% CI: 0.41-1.68, P = 0.001). Among glycaemic parameters, both saroglitazar alone and combination therapy significantly improved glycosylated haemoglobin levels (P = 0.001 and P = 0.015, respectively), and only combination therapy significantly improved homoeostasis model assessment-estimated insulin resistance (P = 0.047). Saroglitazar alone showed significant reduction in triglyceride and low-density lipoprotein levels (P = 0.038 and P = 0.018, respectively), and combination therapy showed significant increase in high-density lipoprotein levels (P = 0.024). Conclusions Combination of Saroglitazar and vitamin E showed statistically significant reduction of LSM and CAP along with biochemical, glycaemic, and lipid parameters. Clinical trial registry India no CTRI/2022/01/039538.
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Affiliation(s)
- Bilal A. Mir
- Department of Gastroenterology and Hepatology, Indira Gandhi Medical College, Shimla, 171001, India
| | - Brij Sharma
- Department of Gastroenterology and Hepatology, Indira Gandhi Medical College, Shimla, 171001, India
| | - Rajesh Sharma
- Department of Gastroenterology and Hepatology, Indira Gandhi Medical College, Shimla, 171001, India
| | - Vishal Bodh
- Department of Gastroenterology and Hepatology, Indira Gandhi Medical College, Shimla, 171001, India
| | - Ashish Chauhan
- Department of Gastroenterology and Hepatology, Indira Gandhi Medical College, Shimla, 171001, India
| | - Tahir Majeed
- Department of Gastroenterology and Hepatology, Indira Gandhi Medical College, Shimla, 171001, India
| | - Inaamul Haq
- Department of Social and Preventive Medicine, Government Medical College, Srinagar, Jammu and Kashmir, India
| | - Neetu Sharma
- Department of Physiology, Indira Gandhi Medical College, Shimla, 171001, India
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Zhong H, Zhang K, Lin L, Yan Y, Shen L, Chen H, Liang X, Chen J, Miao Z, Zheng JS, Chen YM. Two-week continuous glucose monitoring-derived metrics and degree of hepatic steatosis: a cross-sectional study among Chinese middle-aged and elderly participants. Cardiovasc Diabetol 2024; 23:322. [PMID: 39217368 PMCID: PMC11366161 DOI: 10.1186/s12933-024-02409-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2024] [Accepted: 08/19/2024] [Indexed: 09/04/2024] Open
Abstract
BACKGROUND Continuous glucose monitoring (CGM) devices provide detailed information on daily glucose control and glycemic variability. Yet limited population-based studies have explored the association between CGM metrics and fatty liver. We aimed to investigate the associations of CGM metrics with the degree of hepatic steatosis. METHODS This cross-sectional study included 1180 participants from the Guangzhou Nutrition and Health Study. CGM metrics, covering mean glucose level, glycemic variability, and in-range measures, were separately processed for all-day, nighttime, and daytime periods. Hepatic steatosis degree (healthy: n = 698; mild steatosis: n = 242; moderate/severe steatosis: n = 240) was determined by magnetic resonance imaging proton density fat fraction. Multivariate ordinal logistic regression models were conducted to estimate the associations between CGM metrics and steatosis degree. Machine learning models were employed to evaluate the predictive performance of CGM metrics for steatosis degree. RESULTS Mean blood glucose, coefficient of variation (CV) of glucose, mean amplitude of glucose excursions (MAGE), and mean of daily differences (MODD) were positively associated with steatosis degree, with corresponding odds ratios (ORs) and 95% confidence intervals (CIs) of 1.35 (1.17, 1.56), 1.21 (1.06, 1.39), 1.37 (1.19, 1.57), and 1.35 (1.17, 1.56) during all-day period. Notably, lower daytime time in range (TIR) and higher nighttime TIR were associated with higher steatosis degree, with ORs (95% CIs) of 0.83 (0.73, 0.95) and 1.16 (1.00, 1.33), respectively. For moderate/severe steatosis (vs. healthy) prediction, the average area under the receiver operating characteristic curves were higher for the nighttime (0.69) and daytime (0.66) metrics than that of all-day metrics (0.63, P < 0.001 for all comparisons). The model combining both nighttime and daytime metrics achieved the highest predictive capacity (0.73), with nighttime MODD emerging as the most important predictor. CONCLUSIONS Higher CGM-derived mean glucose and glycemic variability were linked with higher steatosis degree. CGM-derived metrics during nighttime and daytime provided distinct and complementary insights into hepatic steatosis.
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Affiliation(s)
- Haili Zhong
- Department of Epidemiology, Guangdong Provincial Key Laboratory of Food, Nutrition and Health, School of Public Health, Sun Yat-Sen University, Guangzhou, 510275, China
- Westlake Center for Intelligent Proteomics, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, China
- Zhejiang Key Laboratory of Multi-Omics in Infection and Immunity, Center for Infectious Disease Research, School of Medicine, Westlake University, Hangzhou, China
| | - Ke Zhang
- Westlake Center for Intelligent Proteomics, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, China
- Zhejiang Key Laboratory of Multi-Omics in Infection and Immunity, Center for Infectious Disease Research, School of Medicine, Westlake University, Hangzhou, China
| | - Lishan Lin
- Department of Epidemiology, Guangdong Provincial Key Laboratory of Food, Nutrition and Health, School of Public Health, Sun Yat-Sen University, Guangzhou, 510275, China
| | - Yan Yan
- Department of Epidemiology, Guangdong Provincial Key Laboratory of Food, Nutrition and Health, School of Public Health, Sun Yat-Sen University, Guangzhou, 510275, China
| | - Luqi Shen
- Westlake Center for Intelligent Proteomics, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, China
- Zhejiang Key Laboratory of Multi-Omics in Infection and Immunity, Center for Infectious Disease Research, School of Medicine, Westlake University, Hangzhou, China
| | - Hanzu Chen
- Department of Epidemiology, Guangdong Provincial Key Laboratory of Food, Nutrition and Health, School of Public Health, Sun Yat-Sen University, Guangzhou, 510275, China
| | - Xinxiu Liang
- Westlake Center for Intelligent Proteomics, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, China
- Zhejiang Key Laboratory of Multi-Omics in Infection and Immunity, Center for Infectious Disease Research, School of Medicine, Westlake University, Hangzhou, China
| | - Jingnan Chen
- Westlake Center for Intelligent Proteomics, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, China
- Zhejiang Key Laboratory of Multi-Omics in Infection and Immunity, Center for Infectious Disease Research, School of Medicine, Westlake University, Hangzhou, China
| | - Zelei Miao
- Westlake Center for Intelligent Proteomics, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, China
- Zhejiang Key Laboratory of Multi-Omics in Infection and Immunity, Center for Infectious Disease Research, School of Medicine, Westlake University, Hangzhou, China
| | - Ju-Sheng Zheng
- Westlake Center for Intelligent Proteomics, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, China.
- Zhejiang Key Laboratory of Multi-Omics in Infection and Immunity, Center for Infectious Disease Research, School of Medicine, Westlake University, Hangzhou, China.
- Research Center for Industries of the Future, School of Life Sciences, Westlake University, Hangzhou, China.
| | - Yu-Ming Chen
- Department of Epidemiology, Guangdong Provincial Key Laboratory of Food, Nutrition and Health, School of Public Health, Sun Yat-Sen University, Guangzhou, 510275, China.
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Ferraioli G, Barr RG, Berzigotti A, Sporea I, Wong VWS, Reiberger T, Karlas T, Thiele M, Cardoso AC, Ayonrinde OT, Castera L, Dietrich CF, Iijima H, Lee DH, Kemp W, Oliveira CP, Sarin SK. WFUMB Guidelines/Guidance on Liver Multiparametric Ultrasound. Part 2: Guidance on Liver Fat Quantification. ULTRASOUND IN MEDICINE & BIOLOGY 2024; 50:1088-1098. [PMID: 38658207 DOI: 10.1016/j.ultrasmedbio.2024.03.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2024] [Revised: 03/25/2024] [Accepted: 03/26/2024] [Indexed: 04/26/2024]
Abstract
The World Federation for Ultrasound in Medicine and Biology (WFUMB) has promoted the development of this document on multiparametric ultrasound. Part 2 is a guidance on the use of the available tools for the quantification of liver fat content with ultrasound. These are attenuation coefficient, backscatter coefficient, and speed of sound. All of them use the raw data of the ultrasound beam to estimate liver fat content. This guidance has the aim of helping the reader in understanding how they work and interpret the results. Confounding factors are discussed and a standardized protocol for measurement acquisition is suggested to mitigate them. The recommendations were based on published studies and experts' opinion but were not formally graded because the body of evidence remained low at the time of drafting this document.
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Affiliation(s)
- Giovanna Ferraioli
- Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy.
| | - Richard Gary Barr
- Department of Radiology, Northeastern Ohio Medical University, Youngstown, OH, USA
| | - Annalisa Berzigotti
- Department for Visceral Surgery and Medicine, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Ioan Sporea
- Department of Internal Medicine II, Division of Gastroenterology and Hepatology, Center for Advanced Research in Gastroenterology and Hepatology, "Victor Babeș" University of Medicine and Pharmacy, Timișoara, Romania
| | - Vincent Wai-Sun Wong
- Department of Medicine and Therapeutics, Medical Data Analytics Centre, The Chinese University of Hong Kong, Hong Kong, China; State Key Laboratory of Digestive Disease, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
| | - Thomas Reiberger
- Division of Gastroenterology and Hepatology, Department of Medicine III, Medical University of Vienna, Vienna, Austria; Christian-Doppler Laboratory for Portal Hypertension and Liver Fibrosis, Medical University of Vienna, Vienna, Austria
| | - Thomas Karlas
- Department of Medicine II, Division of Gastroenterology, Leipzig University Medical Center, Leipzig, Germany
| | - Maja Thiele
- Center for Liver Research, Department of Gastroenterology and Hepatology, Odense University Hospital, Odense, Denmark; Department for Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Ana Carolina Cardoso
- Hepatology Division, School of Medicine, Federal University of Rio de Janeiro, Clementino, Fraga Filho Hospital, Rio de Janeiro, RJ, Brazil
| | - Oyekoya Taiwo Ayonrinde
- Department of Gastroenterology and Hepatology, Fiona Stanley Hospital, Murdoch, WA, Australia; Medical School, The University of Western Australia, Crawley, WA, Australia; Curtin Medical School, Curtin University, Bentley, WA, Australia
| | - Laurent Castera
- Université Paris-Cité, Inserm UMR1149, Centre de Recherche sur l'Inflammation, Paris, France; Service d'Hépatologie, Hôpital Beaujon, Assistance-Publique Hôpitaux de Paris, Clichy, France
| | - Christoph Frank Dietrich
- Department Allgemeine Innere Medizin (DAIM), Kliniken Hirslanden Beau Site, Salem and Permancence, Bern, Switzerland
| | - Hiroko Iijima
- Department of Gastroenterology, Division of Hepatobiliary and Pancreatic Disease, Hyogo Medical University, Nishinomiya, Hyogo, Japan; Ultrasound Imaging Center, Hyogo Medical University, Nishinomiya, Hyogo, Japan
| | - Dong Ho Lee
- Department of Radiology, College of Medicine, Seoul National University Hospital, Seoul National University, Seoul, Republic of Korea
| | - William Kemp
- Department of Gastroenterology, Alfred Hospital, Melbourne, Australia; Department of Medicine, Central Clinical School, Monash University, Melbourne, Australia
| | - Claudia P Oliveira
- Gastroenterology Department, Laboratório de Investigação (LIM07), Hospital das Clínicas de São Paulo, HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
| | - Shiv Kumar Sarin
- Department of Hepatology, Institute of Liver and Biliary Sciences, New Delhi, India
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Matteo MV, Gualtieri L, Bove V, Palumbo G, Pontecorvi V, De Siena M, Barbaro F, Spada C, Boškoski I. Endoscopic sleeve gastroplasty for metabolic dysfunction-associated steatotic liver disease. Expert Rev Gastroenterol Hepatol 2024; 18:397-405. [PMID: 39234763 DOI: 10.1080/17474124.2024.2387231] [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: 02/07/2024] [Accepted: 07/29/2024] [Indexed: 09/06/2024]
Abstract
INTRODUCTION Metabolic dysfunction-associated steatotic liver disease (MASLD, formerly nonalcoholic fatty liver disease - NAFLD) is a chronic liver condition linked to obesity and metabolic syndrome. It affects one-third of people globally and, in some cases, can lead to metabolic dysfunction-associated steatohepatitis (MASH, formerly nonalcoholic steatohepatitis, NASH) and fibrosis. Weight loss is crucial for the treatment of MASLD, but diet and lifestyle modifications often fail. AREAS COVERED In recent years, endoscopic sleeve gastroplasty (ESG) has gained popularity as an effective and minimally invasive option for obesity treatment, with widespread use worldwide. We present a current overview of the most significant studies conducted on ESG for the management of obesity and MASLD. Our report includes data from published studies that have evaluated the impact of ESG on noninvasive hepatic parameters used to estimate steatosis and fibrosis. However, at present, there are no data available on liver histology. EXPERT OPINION ESG has shown promising results in treating MASLD evaluated by noninvasive tests, but current data is limited to small, nonrandomized studies. More research is needed, particularly on the effects of ESG on histologically proven MASH. If future research confirms its efficacy, ESG may be incorporated into treatment guidelines in the future.
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Affiliation(s)
- Maria Valeria Matteo
- Digestive Endoscopy Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Roma, Italy
- Università Cattolica del Sacro Cuore, Roma, Italy
| | | | - Vincenzo Bove
- Digestive Endoscopy Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Roma, Italy
- Università Cattolica del Sacro Cuore, Roma, Italy
| | - Giulia Palumbo
- Digestive Endoscopy Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Roma, Italy
- Università Cattolica del Sacro Cuore, Roma, Italy
| | - Valerio Pontecorvi
- Digestive Endoscopy Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Roma, Italy
- Università Cattolica del Sacro Cuore, Roma, Italy
| | - Martina De Siena
- Digestive Endoscopy Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Roma, Italy
- Università Cattolica del Sacro Cuore, Roma, Italy
| | - Federico Barbaro
- Digestive Endoscopy Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Roma, Italy
- Università Cattolica del Sacro Cuore, Roma, Italy
| | - Cristiano Spada
- Digestive Endoscopy Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Roma, Italy
- Università Cattolica del Sacro Cuore, Roma, Italy
| | - Ivo Boškoski
- Digestive Endoscopy Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Roma, Italy
- Università Cattolica del Sacro Cuore, Roma, Italy
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Ezenwuba BN, Hynes CM. Ultrasound screening of paediatric non-alcoholic fatty liver disease (NAFLD): A critical literature review. Radiography (Lond) 2024; 30:1317-1325. [PMID: 39059181 DOI: 10.1016/j.radi.2024.07.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Revised: 07/07/2024] [Accepted: 07/09/2024] [Indexed: 07/28/2024]
Abstract
INTRODUCTION Paediatric NAFLD is an increasing global health concern, which can be effectively managed with early detection. Screening, using accurate, affordable, and accessible tests is recommended, however, there is currently no consensus on the most appropriate tests. Although ultrasound techniques are widely used, their performance against reference tests have not been fully assessed. METHODS A literature search of related databases for peer-reviewed original articles published from January 2010-March 2024 was conducted. Appropriate tools were used to systematise and document the search results and selected studies were quality assessed and critically appraised. Extracted data was subjected to thematic analysis and narrative synthesis. RESULTS Eighteen articles met the inclusion criteria. B-mode and Quantitative ultrasound techniques were compared against MR spectroscopy, MRI-PDFF and Liver biopsy. CONCLUSION Liver echogenicity and Steato-scores were the B-mode methods used. The former was less effective, with a maximum reported sensitivity of 70%. The latter reached up to 100% sensitivity, and >80% specificity. Ultrasound performed better with moderate-severe steatosis. There was not enough evidence to support steatosis grading, possibly due to small sample sizes and lack of established cut-off values. QUS (Quantitative Ultrasound)) methods including Continuous Attenuation Parameter (CAP), Attenuation Coefficient (AC), Ultrasound derived fat fraction (UDFF), Tissue Scatter Imaging (TSI) Hepato-Renal Index (HRI), Heterogeneity Index (HIA), Computer Assisted Ultrasound (CAUS) and Picture Archiving and Communication System (PACS-based Image analysis performed better than B-mode methods. Although QUS demonstrated excellent performance, with sensitivity and specificity of up to 100%, this will require further verification before implementation in practice. PRACTICE IMPLICATIONS Ultrasound techniques can effectively be used for paediatric NAFLD screening, especially in higher-risk subjects. The steato-scores method is currently recommendable for this, with excellent potential for the use of QUS, after cut-off values and validation requirements have been addressed.
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Affiliation(s)
| | - C M Hynes
- Sheffield Hallam University, Sheffield, UK.
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36
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Pyo JH, Cho SJ, Choi SC, Jee JH, Yun J, Hwang JA, Park G, Kim K, Kang W, Kang M, Byun YH. Diagnostic performance of quantitative ultrasonography for hepatic steatosis in a health screening program: a prospective single-center study. Ultrasonography 2024; 43:250-262. [PMID: 38898634 PMCID: PMC11222130 DOI: 10.14366/usg.24040] [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: 03/14/2024] [Revised: 05/29/2024] [Accepted: 05/29/2024] [Indexed: 06/21/2024] Open
Abstract
PURPOSE This study compared the diagnostic performance of quantitative ultrasonography (QUS) with that of conventional ultrasonography (US) in assessing hepatic steatosis among individuals undergoing health screening using magnetic resonance imaging-derived proton density fat fraction (MRI-PDFF) as the reference standard. METHODS This single-center prospective study enrolled 427 participants who underwent abdominal MRI and US. Measurements included the attenuation coefficient in tissue attenuation imaging (TAI) and the scatter-distribution coefficient in tissue scatter-distribution imaging (TSI). The correlation between QUS and MRI-PDFF was evaluated. The diagnostic capabilities of QUS, conventional B-mode US, and their combined models for detecting hepatic fat content of ≥5% (MRI-PDFF ≥5%) and ≥10% (MRI-PDFF ≥10%) were compared by analyzing the areas under the receiver operating characteristic curves. Additionally, clinical risk factors influencing the diagnostic performance of QUS were identified using multivariate linear regression analyses. RESULTS TAI and TSI were strongly correlated with MRI-PDFF (r=0.759 and r=0.802, respectively; both P<0.001) and demonstrated good diagnostic performance in detecting and grading hepatic steatosis. The combination of QUS and B-mode US resulted in the highest areas under the ROC curve (AUCs) (0.947 and 0.975 for detecting hepatic fat content of ≥5% and ≥10%, respectively; both P<0.05), compared to TAI, TSI, or B-mode US alone (AUCs: 0.887, 0.910, 0.878 for ≥5% and 0.951, 0.922, 0.875 for ≥10%, respectively). The independent determinants of QUS included skinliver capsule distance (β=7.134), hepatic fibrosis (β=4.808), alanine aminotransferase (β=0.202), triglyceride levels (β=0.027), and diabetes mellitus (β=3.710). CONCLUSION QUS is a useful and effective screening tool for detecting and grading hepatic steatosis during health checkups.
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Affiliation(s)
- Jeung Hui Pyo
- Center for Health Promotion, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Soo Jin Cho
- Center for Health Promotion, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Sung Chul Choi
- Center for Health Promotion, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Jae Hwan Jee
- Center for Health Promotion, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Jeeyeong Yun
- Center for Health Promotion, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Jeong Ah Hwang
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Goeun Park
- Biomedical Statistics Center, Research Institute for Future Medicine, Samsung Medical Center, Seoul, Korea
| | - Kyunga Kim
- Biomedical Statistics Center, Research Institute for Future Medicine, Samsung Medical Center, Seoul, Korea
- Department of Digital Health, Samsung Advanced Institute for Health Sciences & Technology (SAIHST), Sungkyunkwan University, Seoul, Korea
| | - Wonseok Kang
- Department of Health Sciences and Technology, Samsung Advanced Institute for Health Sciences & Technology (SAIHST), Sungkyunkwan University, Seoul, Korea
- Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Mira Kang
- Center for Health Promotion, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
- Department of Digital Health, Samsung Advanced Institute for Health Sciences & Technology (SAIHST), Sungkyunkwan University, Seoul, Korea
- Digital Transformation Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Young hye Byun
- Center for Health Promotion, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
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Cooper LL, Prescott BR, Xanthakis V, Benjamin EJ, Vasan RS, Hamburg NM, Long MT, Mitchell GF. Association of Aortic Stiffness and Pressure Pulsatility With Noninvasive Estimates of Hepatic Steatosis and Fibrosis: The Framingham Heart Study. Arterioscler Thromb Vasc Biol 2024; 44:1704-1715. [PMID: 38752348 PMCID: PMC11209780 DOI: 10.1161/atvbaha.123.320553] [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: 12/09/2023] [Accepted: 04/29/2024] [Indexed: 06/28/2024]
Abstract
BACKGROUND Arterial stiffening may contribute to the pathogenesis of metabolic dysfunction-associated steatotic liver disease. We aimed to assess relations of vascular hemodynamic measures with measures of hepatic steatosis and fibrosis in the community. METHODS Our sample was drawn from the Framingham Offspring, New Offspring Spouse, Third Generation, Omni-1, and Omni-2 cohorts (N=3875; mean age, 56 years; 54% women). We used vibration-controlled transient elastography to assess controlled attenuation parameter and liver stiffness measurements as measures of liver steatosis and liver fibrosis, respectively. We assessed noninvasive vascular hemodynamics using arterial tonometry. We assessed cross-sectional relations of vascular hemodynamic measures with continuous and dichotomous measures of hepatic steatosis and fibrosis using multivariable linear and logistic regression. RESULTS In multivariable models adjusting for cardiometabolic risk factors, higher carotid-femoral pulse wave velocity (estimated β per SD, 0.05 [95% CI, 0.01-0.09]; P=0.003), but not forward pressure wave amplitude and central pulse pressure, was associated with more liver steatosis (higher controlled attenuation parameter). Additionally, higher carotid-femoral pulse wave velocity (β=0.11 [95% CI, 0.07-0.15]; P<0.001), forward pressure wave amplitude (β=0.05 [95% CI, 0.01-0.09]; P=0.01), and central pulse pressure (β=0.05 [95% CI, 0.01-0.09]; P=0.01) were associated with more hepatic fibrosis (higher liver stiffness measurement). Associations were more prominent among men and among participants with obesity, diabetes, and metabolic syndrome (interaction P values, <0.001-0.04). Higher carotid-femoral pulse wave velocity, but not forward pressure wave amplitude and central pulse pressure, was associated with higher odds of hepatic steatosis (odds ratio, 1.16 [95% CI, 1.02-1.31]; P=0.02) and fibrosis (odds ratio, 1.40 [95% CI, 1.19-1.64]; P<0.001). CONCLUSIONS Elevated aortic stiffness and pressure pulsatility may contribute to hepatic steatosis and fibrosis.
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Affiliation(s)
| | - Brenton R. Prescott
- Section of Preventive Medicine and Epidemiology, Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, MA, USA
| | - Vanessa Xanthakis
- Section of Preventive Medicine and Epidemiology, Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, MA, USA
- Boston University and NHLBI’s Framingham Study, Framingham, MA, USA
- Department of Biostatistics, Boston University School of Public Heath, Boston, MA, USA
| | - Emelia J. Benjamin
- Boston University and NHLBI’s Framingham Study, Framingham, MA, USA
- Evans Department of Medicine, Boston Medical Center, Boston, MA, USA
- Whitaker Cardiovascular Institute, Boston University Chobanian and Avedisian School of Medicine, Boston, MA, USA
- Cardiology and Preventive Medicine Sections, Department of Medicine, Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA
| | - Ramachandran S. Vasan
- Boston University and NHLBI’s Framingham Study, Framingham, MA, USA
- The University of Texas School of Public Health San Antonio, San Antonio, TX, USA
- The University of Texas Health Science Center, San Antonio, TX, USA
| | - Naomi M. Hamburg
- Evans Department of Medicine, Boston Medical Center, Boston, MA, USA
- Whitaker Cardiovascular Institute, Boston University Chobanian and Avedisian School of Medicine, Boston, MA, USA
| | - Michelle T. Long
- Department of Medicine, Section of Gastroenterology, Boston University Chobanian and Avedisian School of Medicine, Boston, MA, USA
- Novo Nordisk A/S, Søborg, Denmark
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Yin H, Fan Y, Yu J, Xiong B, Zhou B, Sun Y, Wang L, Zhu Y, Xu H. Quantitative US fat fraction for noninvasive assessment of hepatic steatosis in suspected metabolic-associated fatty liver disease. Insights Imaging 2024; 15:159. [PMID: 38902550 PMCID: PMC11190099 DOI: 10.1186/s13244-024-01728-2] [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: 09/26/2023] [Accepted: 05/19/2024] [Indexed: 06/22/2024] Open
Abstract
OBJECTIVES To evaluate the agreement between quantitative ultrasound system fat fraction (USFF) and proton magnetic resonance spectroscopy (1H-MRS) and the diagnostic value of USFF in assessing metabolic-associated fatty liver disease (MAFLD). METHODS The participants with or suspected of MAFLD were prospectively recruited and underwent 1H-MRS, USFF, and controlled attenuation parameter (CAP) measurements. The correlation between USFF and 1H-MRS was assessed using Pearson correlation coefficients. The USFF diagnostic performance for different grades of steatosis was evaluated using receiver operating characteristic curve analysis (ROC) and was compared with CAP, visual hepatic steatosis grade (VHSG). RESULTS A total of 113 participants (mean age 44.79 years ± 13.56 (SD); 71 males) were enrolled, of whom 98 (86.73%) had hepatic steatosis (1H-MRS ≥ 5.56%). USFF showed a good correlation (Pearson r = 0.76) with 1H-MRS and showed a linear relationship, which was superior to the correlation between CAP and 1H-MRS (Pearson r = 0.61). The USFF provided high diagnostic performance for different grades of hepatic steatosis, with ROC from 0.84 to 0.98, and the diagnostic performance was better than that of the CAP and the VHSG. The cut-off values of the USFF were different for various grades of steatosis, and the cut-off values for S1, S2, and S3 were 12.01%, 19.98%, and 22.22%, respectively. CONCLUSIONS There was a good correlation between USFF and 1H-MRS. Meanwhile, USFF had good diagnostic performance for hepatic steatosis and was superior to CAP and VHSG. USFF represents a superior method for noninvasive quantitative assessment of MAFLD. CRITICAL RELEVANCE STATEMENT Quantitative ultrasound system fat fraction (USFF) accurately assesses liver fat content and has a good correlation with magnetic resonance spectroscopy (1H-MRS) for the assessment of metabolic-associated fatty liver disease (MAFLD), as well as for providing an accurate quantitative assessment of hepatic steatosis. KEY POINTS Current diagnostic and monitoring modalities for metabolic-associated fatty liver disease have limitations. USFF correlated well with 1H-MRS and was superior to the CAP. USFF has good diagnostic performance for steatosis, superior to CAP and VHSG.
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Affiliation(s)
- Haohao Yin
- Department of Ultrasound, Zhongshan Hospital, Institute of Ultrasound in Medicine and Engineering, Fudan University, Shanghai, 200032, China
| | - Yunling Fan
- Department of Ultrasound, Zhongshan Hospital, Institute of Ultrasound in Medicine and Engineering, Fudan University, Shanghai, 200032, China
| | - Jifeng Yu
- Department of Ultrasound, Zhongshan Hospital, Institute of Ultrasound in Medicine and Engineering, Fudan University, Shanghai, 200032, China
| | - Bing Xiong
- Shanghai Institute of Medical Imaging, Fudan University, Shanghai, 200032, China
| | - Boyang Zhou
- Department of Ultrasound, Zhongshan Hospital, Institute of Ultrasound in Medicine and Engineering, Fudan University, Shanghai, 200032, China
| | - Yikang Sun
- Department of Ultrasound, Zhongshan Hospital, Institute of Ultrasound in Medicine and Engineering, Fudan University, Shanghai, 200032, China
| | - Lifan Wang
- Department of Ultrasound, Zhongshan Hospital, Institute of Ultrasound in Medicine and Engineering, Fudan University, Shanghai, 200032, China
| | - Yuli Zhu
- Department of Ultrasound, Zhongshan Hospital, Institute of Ultrasound in Medicine and Engineering, Fudan University, Shanghai, 200032, China.
| | - Huixiong Xu
- Department of Ultrasound, Zhongshan Hospital, Institute of Ultrasound in Medicine and Engineering, Fudan University, Shanghai, 200032, China.
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Sahashi Y, Vukadinovic M, Amrollahi F, Trivedi H, Rhee J, Chen J, Cheng S, Ouyang D, Kwan AC. Opportunistic Screening of Chronic Liver Disease with Deep Learning Enhanced Echocardiography. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.06.13.24308898. [PMID: 38947008 PMCID: PMC11213089 DOI: 10.1101/2024.06.13.24308898] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/02/2024]
Abstract
Importance Chronic liver disease affects more than 1.5 billion adults worldwide, however the majority of cases are asymptomatic and undiagnosed. Echocardiography is broadly performed and visualizes the liver; but this information is not leveraged. Objective To develop and evaluate a deep learning algorithm on echocardiography videos to enable opportunistic screening for chronic liver disease. Design Retrospective observational cohorts. Setting Two large urban academic medical centers. Participants Adult patients who received echocardiography and abdominal imaging (either abdominal ultrasound or abdominal magnetic resonance imaging) with ≤30 days between tests, between July 4, 2012, to June 4, 2022. Exposure Deep learning model predictions from a deep-learning computer vision pipeline that identifies subcostal view echocardiogram videos and detects the presence of cirrhosis or steatotic liver disease (SLD). Main Outcome and Measures Clinical diagnosis by paired abdominal ultrasound or magnetic resonance imaging (MRI). Results A total of 1,596,640 echocardiogram videos (66,922 studies from 24,276 patients) from Cedars-Sinai Medical Center (CSMC) were used to develop EchoNet-Liver, an automated pipeline that identifies high quality subcostal images from echocardiogram studies and detects the presence of cirrhosis or SLD. In the held-out CSMC test cohort, EchoNet-Liver was able to detect the presence of cirrhosis with an AUC of 0.837 (0.789 - 0.880) and SLD with an AUC of 0.799 (0.758 - 0.837). In a separate test cohort with paired abdominal MRIs, cirrhosis was detected with an AUC of 0.704 (0.689-0.718) and SLD was detected with an AUC of 0.726 (0.659-0.790). In an external test cohort of 106 patients (n = 5,280 videos), the model detected cirrhosis with an AUC of 0.830 (0.738 - 0.909) and SLD with an AUC of 0.768 (0.652 - 0.875). Conclusions and Relevance Deep learning assessment of clinical echocardiography enables opportunistic screening of SLD and cirrhosis. Application of this algorithm may identify patients who may benefit from further diagnostic testing and treatment for chronic liver disease.
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Affiliation(s)
- Yuki Sahashi
- Department of Cardiology, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, CA
| | - Milos Vukadinovic
- Department of Cardiology, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, CA
- Department of Bioengineering, University of California Los Angeles, Los Angeles, CA
| | - Fatemeh Amrollahi
- Bioinformatics Research, Department of Medicine, Stanford University, Palo Alto, CA
| | - Hirsh Trivedi
- Karsh Division of Gastroenterology and Hepatology, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA
| | - Justin Rhee
- School of Medicine, Brown University, Providence, RI
| | - Jonathan Chen
- Bioinformatics Research, Department of Medicine, Stanford University, Palo Alto, CA
| | - Susan Cheng
- Department of Cardiology, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, CA
| | - David Ouyang
- Department of Cardiology, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, CA
- Division of Artificial Intelligence in Medicine, Cedars-Sinai Medical Center, Los Angeles, CA
| | - Alan C Kwan
- Department of Cardiology, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, CA
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Mittal N, Siddiqi H, Madamba E, Richards L, Bettencourt R, Ajmera V, Loomba R. A prospective study on the prevalence of at-risk MASH in patients with type 2 diabetes mellitus in the United States. Aliment Pharmacol Ther 2024; 59:1571-1578. [PMID: 38586922 DOI: 10.1111/apt.17997] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Revised: 03/22/2024] [Accepted: 03/30/2024] [Indexed: 04/09/2024]
Abstract
BACKGROUND There are limited data on the prevalence and treatment of at-risk metabolic dysfunction-associated steatohepatitis (MASH) among patients with type 2 diabetes (T2DM) in the United States. AIM To estimate the prevalence of at-risk MASH in a prospectively recruited cohort of adults with T2DM using new nomenclature endorsed by multiple societies. METHODS This prospective study enrolled adults aged ≥50 with T2DM from primary care and endocrinology clinics in southern California from 2016 to 2023. Metabolic dysfunction-associated steatotic liver disease (MASLD) was defined by an magnetic resonance imaging proton density fat fraction ≥5% and at least one metabolic risk factor without any other chronic liver disease or secondary cause for hepatic steatosis. RESULTS We included 530 adult patients with T2DM. The mean (±SD) age and body mass index (BMI) were 64.4 (±8.1) years and 31.5 (±6.1) kg/m2, respectively. Among patients with T2DM, the prevalence of MASLD, at-risk MASH and cirrhosis was 69.6%, 13.6% and 6.8%, respectively. Among patients with co-existing T2DM and obesity, the prevalence of MASLD, at-risk MASH and cirrhosis was 77.8%, 15.9% and 9.0%, respectively, and was higher than in participants without obesity (p < 0.0001, 0.0543 and 0.0128, respectively). CONCLUSION Among adults aged ≥50 years with T2DM, the prevalence of MASLD, at-risk MASH and cirrhosis is high, posing a significant risk for liver-related morbidity and mortality. Approximately 14% of patients with T2DM may be candidates for pharmacologic therapies specific to MASH-related fibrosis.
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Affiliation(s)
- Nikita Mittal
- NAFLD Research Center, Division of Gastroenterology, University of California at San Diego, La Jolla, California, USA
| | - Harris Siddiqi
- NAFLD Research Center, Division of Gastroenterology, University of California at San Diego, La Jolla, California, USA
| | - Egbert Madamba
- NAFLD Research Center, Division of Gastroenterology, University of California at San Diego, La Jolla, California, USA
| | - Lisa Richards
- NAFLD Research Center, Division of Gastroenterology, University of California at San Diego, La Jolla, California, USA
| | - Ricki Bettencourt
- NAFLD Research Center, Division of Gastroenterology, University of California at San Diego, La Jolla, California, USA
| | - Veeral Ajmera
- NAFLD Research Center, Division of Gastroenterology, University of California at San Diego, La Jolla, California, USA
- Division of Gastroenterology and Hepatology, University of California at San Diego, La Jolla, California, USA
| | - Rohit Loomba
- NAFLD Research Center, Division of Gastroenterology, University of California at San Diego, La Jolla, California, USA
- Division of Gastroenterology and Hepatology, University of California at San Diego, La Jolla, California, USA
- School of Public Health, University of California at San Diego, La Jolla, California, USA
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Chan WK, Petta S, Noureddin M, Goh GBB, Wong VWS. Diagnosis and non-invasive assessment of MASLD in type 2 diabetes and obesity. Aliment Pharmacol Ther 2024; 59 Suppl 1:S23-S40. [PMID: 38813831 DOI: 10.1111/apt.17866] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 09/24/2023] [Accepted: 12/26/2023] [Indexed: 05/31/2024]
Abstract
BACKGROUND Metabolic dysfunction-associated steatotic liver disease (MASLD) is currently the most common chronic liver disease and an important cause of cirrhosis and hepatocellular carcinoma. It is strongly associated with type 2 diabetes and obesity. Because of the huge number of patients at risk of MASLD, it is imperative to use non-invasive tests appropriately. AIMS To provide a narrative review on the performance and limitations of non-invasive tests, with a special emphasis on the impact of diabetes and obesity. METHODS We searched PubMed and Cochrane databases for articles published from 1990 to August 2023. RESULTS Abdominal ultrasonography remains the primary method to diagnose hepatic steatosis, while magnetic resonance imaging proton density fat fraction is currently the gold standard to quantify steatosis. Simple fibrosis scores such as the Fibrosis-4 index are well suited as initial assessment in primary care and non-hepatology settings to rule out advanced fibrosis and future risk of liver-related complications. However, because of its low positive predictive value, an abnormal test should be followed by specific blood (e.g. Enhanced Liver Fibrosis score) or imaging biomarkers (e.g. vibration-controlled transient elastography and magnetic resonance elastography) of fibrosis. Some non-invasive tests of fibrosis appear to be less accurate in patients with diabetes. Obesity also affects the performance of abdominal ultrasonography and transient elastography, whereas magnetic resonance imaging may not be feasible in some patients with severe obesity. CONCLUSIONS This article highlights issues surrounding the clinical application of non-invasive tests for MASLD in patients with type 2 diabetes and obesity.
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Affiliation(s)
- Wah-Kheong Chan
- Gastroenterology and Hepatology Unit, Department of Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Salvatore Petta
- Sezione di Gastroenterologia, PROMISE, University of Palermo, Palermo, Italy
- Department of Economics and Statistics, University of Palermo, Palermo, Italy
| | - Mazen Noureddin
- Houston Methodist Hospital, Houston Research Institute, Houston, Texas, USA
| | - George Boon Bee Goh
- Department of Gastroenterology and Hepatology, Singapore General Hospital, Singapore
- Medicine Academic Clinical Program, Duke-NUS Medical School, Singapore
| | - Vincent Wai-Sun Wong
- Medical Data Analytics Centre, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
- State Key Laboratory of Digestive Disease, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China
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Lee CM, Yoon EL, Kim M, Kang BK, Cho S, Nah EH, Jun DW. Prevalence, distribution, and hepatic fibrosis burden of the different subtypes of steatotic liver disease in primary care settings. Hepatology 2024; 79:1393-1400. [PMID: 38100294 DOI: 10.1097/hep.0000000000000664] [Citation(s) in RCA: 37] [Impact Index Per Article: 37.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Accepted: 10/12/2023] [Indexed: 12/17/2023]
Abstract
BACKGROUND AND AIM In relation to the new umbrella terminology for steatotic liver disease (SLD), we aimed to elucidate the prevalence, distribution, and clinical characteristics of the SLD subgroups in the primary care setting. APPROACH AND RESULTS We retrospectively collected data from 2535 individuals who underwent magnetic resonance elastography and MRI proton density fat fraction during health checkups in 5 primary care health promotion clinics. We evaluated the presence of cardiometabolic risk factors according to predefined criteria and divided all the participants according to the new SLD classification. The prevalence of SLD was 39.13% in the total cohort, and 95.77% of the SLD cases had metabolic dysfunction (one or more cardiometabolic risk factors). The prevalence of metabolic dysfunction-associated steatotic liver disease (MASLD) was 29.51%, with those of metabolic dysfunction and alcohol associated steatotic liver disease (MetALD) and alcohol-associated liver disease (ALD) at 7.89% and 0.39%, respectively. According to the old criteria, the prevalence of NAFLD was 29.11%, and 95.80% of the NAFLD cases fulfilled the new criteria for MASLD. The distribution of SLD subtypes was highest for MASLD, at 75.40%, followed by MetALD at 20.06%, cryptogenic SLD at 3.33%, and ALD at 1.01%. The MetALD group had a significantly higher mean magnetic resonance elastography than the MASLD or ALD group. CONCLUSION Almost all the patients with NAFLD met the new criteria for MASLD. The fibrosis burden of the MetALD group was higher than those of the MASLD and ALD groups.
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Affiliation(s)
- Chul-Min Lee
- Department of Radiology, Hanyang University College of Medicine, Seoul, Korea
| | - Eileen L Yoon
- Department of Internal Medicine, Hanyang University College of Medicine, Seoul, Korea
- Hanyang Institute of Bioscience and Biotechnology, Hanyang University, Seoul, Korea
| | - Mimi Kim
- Department of Radiology, Hanyang University College of Medicine, Seoul, Korea
| | - Bo-Kyeong Kang
- Department of Radiology, Hanyang University College of Medicine, Seoul, Korea
| | - Seon Cho
- Department of Laboratory Medicine, Health Promotion Research Institute, Seoul, Korea
| | - Eun-Hee Nah
- Department of Laboratory Medicine, Health Promotion Research Institute, Seoul, Korea
| | - Dae Won Jun
- Department of Internal Medicine, Hanyang University College of Medicine, Seoul, Korea
- Hanyang Institute of Bioscience and Biotechnology, Hanyang University, Seoul, Korea
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Jia S, Zhou J, Zhang Q, Zhou S, Wang Z, Ye X, Wu J. Clinical research of fibroscan ‒ TE-CAP at noninvasive diagnosis of hepatic steatosis in children. Clinics (Sao Paulo) 2024; 79:100387. [PMID: 38805982 PMCID: PMC11152890 DOI: 10.1016/j.clinsp.2024.100387] [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: 04/12/2024] [Accepted: 04/29/2024] [Indexed: 05/30/2024] Open
Abstract
BACKGROUND & AIMS The authors assess the diagnostic accuracy of the Transient Elastography-Controlled Attenuation Parameter (TE-CAP) in children of Southern China. METHODS 105 obese or overweight children and adolescents were enrolled in the diagnostic test of TE-CAP assessment of hepatic steatosis using MRI-PDFF. Hepatic steatosis grades S0-S3 were classified. Statistical correlation, agreement and consistency between methods were evaluated. The diagnostic efficiency of TE-CAP was evaluated. The authors used the cutoff value of TE-CAP to detect hepatic steatosis in another 356 children. RESULTS The Area Under Curve (AUC) of TE-CAP for grade ≥ S1, ≥ S2, and ≥ S3 steatosis were 0.975, 0.984, and 0.997, respectively. For detecting ≥ S1 steatosis, TE-CAP had a sensitivity of 96 % and a specificity of 97 %. For detecting ≥ S2 steatosis, TE-CAP had a sensitivity of 97 % and a specificity of 93 %. For detecting ≥ S3 steatosis, TE-CAP had a sensitivity of 1 and a specificity of 94 %. TE-CAP and MRI-PDFF had a linear correlation (r = 0. 0.87, p < 0.001). The hepatic steatosis was identified in 40.2 % (143/356) of children in which the obesity and overweight were 69.8 % (113/162) and 40.0 % (18/45). CONCLUSION TE-CAP showed excellent diagnostic accuracy in pediatric hepatic steatosis.
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Affiliation(s)
- Shuangzhen Jia
- Department of Gastroenterology, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing City, China
| | - Jianli Zhou
- Department of Gastroenterology, Shenzhen Children's Hospital, Shenzhen City, China
| | - Qiao Zhang
- Department of Gastroenterology, Shenzhen Children's Hospital, Shenzhen City, China
| | - Shaoming Zhou
- Department of Gastroenterology, Shenzhen Children's Hospital, Shenzhen City, China
| | - Zhaoxia Wang
- Department of Gastroenterology, Shenzhen Children's Hospital, Shenzhen City, China
| | - Xiaolin Ye
- Department of Gastroenterology, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing City, China
| | - Jie Wu
- Department of Gastroenterology, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing City, China.
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Tas E, Sundararajan D, Lo JS, Morelli N, Garcia-Reyes Y, Ware MA, Rahat H, Ou X, Na X, Sundaram S, Severn C, Pyle LL, Børsheim E, Vajravelu ME, Muzumdar R, Dranoff JA, Cree MG. Diagnostic Accuracy of Transient Elastography in Hepatosteatosis in Youth With Obesity. J Endocr Soc 2024; 8:bvae110. [PMID: 38895640 PMCID: PMC11185182 DOI: 10.1210/jendso/bvae110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Indexed: 06/21/2024] Open
Abstract
Context Steatotic liver disease is common but overlooked in childhood obesity; diagnostic methods are invasive or expensive. Objective We sought to determine the diagnostic accuracy of vibration-controlled transient elastography (VCTE) compared with magnetic resonance imaging (MRI) in adolescents with obesity and high risk for hepatosteatosis. Methods Baseline data in 3 clinical trials enrolling adolescents with obesity were included (NCT03919929, NCT03717935, NCT04342390). Liver fat was assessed using MRI fat fraction and VCTE-based controlled attenuation parameter (CAP). Hepatosteatosis was defined as MRI fat fraction ≥5.0%. The area under the receiver-operating characteristic curves (AUROCs) for CAP against MRI was calculated, and optimal CAP using the Youden index for hepatosteatosis diagnosis was determined. Results Data from 82 adolescents (age 15.6 ± 1.4 years, body mass index 36.5 ± 5.9 kg/m2, 81% female) were included. Fifty youth had hepatosteatosis by MRI (fat fraction 9.3% ; 95% CI 6.7, 14.0), and 32 participants did not have hepatosteatosis (fat fraction 3.1%; 95% CI 2.2, 3.9; P < .001). The hepatosteatosis group had higher mean CAP compared with no hepatosteatosis (293 dB/m; 95% CI 267, 325 vs 267 dB/m; 95% CI 248, 282; P = .0120). A CAP of 281 dB/m had the highest sensitivity (60%) and specificity (74%) with AUROC of 0.649 (95% CI 0.51-0.79; P = .04) in the entire cohort. In a subset of participants with polycystic ovary syndrome (PCOS), a CAP of 306 dB/m had the highest sensitivity (78%) and specificity (52%) and AUROC of 0.678 (95% CI 0.45-0.90; P = .108). Conclusion CAP of 281 dB/m has modest diagnostic performance for hepatosteatosis compared with MRI in youth with significant obesity. A higher CAP in youth with PCOS suggests that comorbidities might affect optimal CAP in hepatosteatosis diagnosis.
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Affiliation(s)
- Emir Tas
- Pediatric Endocrinology, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA 15224, USA
- Center for Childhood Obesity Prevention, Arkansas Children's Research Institute, Little Rock, AR 72202, USA
| | - Divya Sundararajan
- Pediatric Endocrinology, University of Colorado Anschutz, Aurora, CO 80045, USA
| | - Jaclyn S Lo
- Pediatric Endocrinology, University of Colorado Anschutz, Aurora, CO 80045, USA
| | - Nazeen Morelli
- Pediatric Endocrinology, University of Colorado Anschutz, Aurora, CO 80045, USA
| | | | - Meredith A Ware
- Pediatric Endocrinology, University of Colorado Anschutz, Aurora, CO 80045, USA
| | - Haseeb Rahat
- Pediatric Endocrinology, University of Colorado Anschutz, Aurora, CO 80045, USA
| | - Xiawei Ou
- Department of Radiology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA
| | - Xiaoxu Na
- Department of Radiology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA
| | - Shikha Sundaram
- Pediatric Gastroenterology, University of Colorado Anschutz, Aurora, CO 80045, USA
| | - Cameron Severn
- Department of Biostatistics and Informatics, Colorado School of Public Health, Aurora, CO 80045, USA
| | - Laura L Pyle
- Pediatric Endocrinology, University of Colorado Anschutz, Aurora, CO 80045, USA
- Department of Biostatistics and Informatics, Colorado School of Public Health, Aurora, CO 80045, USA
| | - Elisabet Børsheim
- Center for Childhood Obesity Prevention, Arkansas Children's Research Institute, Little Rock, AR 72202, USA
| | - Mary Ellen Vajravelu
- Pediatric Endocrinology, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA 15224, USA
| | - Radhika Muzumdar
- Pediatric Endocrinology, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA 15224, USA
| | - Jonathan A Dranoff
- Section of Digestive Diseases, Yale School of Medicine, New Haven, CT 06520, USA
| | - Melanie G Cree
- Pediatric Endocrinology, University of Colorado Anschutz, Aurora, CO 80045, USA
- Ludeman Center for Women's Health, Aurora, CO 80045, USA
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Ajmera V, Tesfai K, Sandoval E, Lopez S, Cervantes V, Madamba E, Bettencourt R, Manousou P, Richards L, Loomba R. Validation of AGA clinical care pathway and AASLD practice guidance for nonalcoholic fatty liver disease in a prospective cohort of patients with type 2 diabetes. Hepatology 2024; 79:1098-1106. [PMID: 37862551 PMCID: PMC11023802 DOI: 10.1097/hep.0000000000000635] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Accepted: 09/28/2023] [Indexed: 10/22/2023]
Abstract
BACKGROUND AND AIMS Recently, the American Gastroenterological Association and the American Association for the Study of Liver Diseases developed clinical pathways to evaluate populations at high risk for NAFLD. We assessed the diagnostic performance of the new guidance in a well-phenotyped cohort of patients with Type 2 diabetes mellitus (T2DM). APPROACH AND RESULTS This prospective study enrolled patients age ≥50 years with T2DM. Participants underwent a standardized clinical research visit with MRI and ultrasound-based assessment of liver fat and stiffness and Enhanced Liver Fibrosis (ELF) testing. Of 417 participants (36% men) with T2DM with FIB-4 and MRE data, the prevalence of NAFLD was 64% and 12% had advanced fibrosis (MRE≥3.63 kPa). Applying the American Gastroenterological Association pathway of FIB-4 and vibration-controlled transient elastography, the false negative rate was 3.3% and 18% would qualify for specialty referral. Applying the FIB-4 + ELF American Association for the Study of Liver Diseases pathway, the false negative rate was 4.5%, but 50% would qualify for specialty referral. Applying higher ELF cut points improved the pathway, yielding a similar false negative rate of 4.9% but decreased specialty referral to 27%. CONCLUSION Validation of the American Gastroenterological Association clinical pathway in a prospectively recruited cohort with T2DM revealed a low false negative rate and avoided specialty referral in a large percentage of patients. The American Association for the Study of Liver Diseases pathway with FIB-4 + ELF resulted in a high rate of specialty referral, which improved with the utilization of higher ELF cut points and may serve as an alternative for primary care and endocrinology clinics without access to vibration-controlled transient elastography.
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Affiliation(s)
- Veeral Ajmera
- NAFLD Research Center, Division of Gastroenterology. University of California at San Diego, La Jolla, CA, USA
- Division of Gastroenterology and Hepatology, University of California at San Diego, La Jolla, CA, USA
| | - Kaleb Tesfai
- NAFLD Research Center, Division of Gastroenterology. University of California at San Diego, La Jolla, CA, USA
| | - Erick Sandoval
- NAFLD Research Center, Division of Gastroenterology. University of California at San Diego, La Jolla, CA, USA
| | - Scarlett Lopez
- NAFLD Research Center, Division of Gastroenterology. University of California at San Diego, La Jolla, CA, USA
| | - Vanessa Cervantes
- NAFLD Research Center, Division of Gastroenterology. University of California at San Diego, La Jolla, CA, USA
| | - Egbert Madamba
- NAFLD Research Center, Division of Gastroenterology. University of California at San Diego, La Jolla, CA, USA
| | - Ricki Bettencourt
- NAFLD Research Center, Division of Gastroenterology. University of California at San Diego, La Jolla, CA, USA
| | - Pinelopi Manousou
- Liver unit/Division of Digestive Diseases, Department of Metabolism, Digestion and Reproduction, Faculty of Medicine, Imperial College London, London, United Kingdom
| | - Lisa Richards
- NAFLD Research Center, Division of Gastroenterology. University of California at San Diego, La Jolla, CA, USA
| | - Rohit Loomba
- NAFLD Research Center, Division of Gastroenterology. University of California at San Diego, La Jolla, CA, USA
- Division of Gastroenterology and Hepatology, University of California at San Diego, La Jolla, CA, USA
- School of Public Health, University of California at San Diego, La Jolla, CA, USA
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Tamura K, Ito K, Kishimoto R, Yoshida K, Kishimoto T, Obata T, Yamaguchi T. The Effect of Steatosis on Shear-Wave Velocity and Viscoelastic Properties Related to Liver Fibrosis Progression in Rat Models. ULTRASOUND IN MEDICINE & BIOLOGY 2024; 50:592-599. [PMID: 38238201 DOI: 10.1016/j.ultrasmedbio.2024.01.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 12/26/2023] [Accepted: 01/01/2024] [Indexed: 02/17/2024]
Abstract
OBJECTIVE Hepatic fibrosis has recently been evaluated using ultrasonography or magnetic resonance elastography. Although the shear wave velocity (SWV) obtained using point shear wave elastography (pSWE) provides a valuable measure of fibrosis, underlying steatosis may affect its measurement. METHODS Using hepatic fibrosis samples, this study evaluated the effect of steatosis on the shear wave velocity of pSWE (Vs) and viscoelastic properties (assessed by dynamic mechanical analysis) of rat liver. Fifty rats with various grades of steatosis and fibrosis underwent open abdominal in vivo Vs measurements using a commercial ultrasound scanner. The mechanical properties of hepatic tissue were also characterized under ex vivo conditions using dynamic mechanical analysis and the Zener model of viscoelasticity. RESULTS Fibrosis and steatosis progression influenced Vs and elasticity. The SWV computed using the Zener model and Vs showed a substantial correlation (r > 0.8). Fibrosis progression increased SWV. Steatosis was also related to SWV. Steatosis progression obscured the SWV change associated with fibrosis progression. CONCLUSION We conclude that steatosis progression affects the evaluation of fibrosis progression. This finding could aid discrimination of non-alcoholic steatohepatitis from non-alcoholic fatty liver disease using SWV.
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Affiliation(s)
- Kazuki Tamura
- Preeminent Medical Photonics Education & Research, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka 431-3192, Japan.
| | - Kazuyo Ito
- Institute of Engineering, Tokyo University of Agriculture and Technology, Koganei-shi, Tokyo 184-8588 Japan
| | - Riwa Kishimoto
- Applied MRI Research, Department of Molecular Imaging and Theranostics, National Institutes for Quantum and Radiological Science and Technology, Inage-ku, Chiba 263-0024, Japan
| | - Kenji Yoshida
- Center for Frontier Medical Engineering, Chiba University, Inage-ku, Chiba 263-8522, Japan
| | - Takashi Kishimoto
- Department of Molecular Pathology, Graduate School of Medicine, Chiba University, Chuo-ku, Chiba 260-8670, Japan
| | - Takayuki Obata
- Applied MRI Research, Department of Molecular Imaging and Theranostics, National Institutes for Quantum and Radiological Science and Technology, Inage-ku, Chiba 263-0024, Japan
| | - Tadashi Yamaguchi
- Center for Frontier Medical Engineering, Chiba University, Inage-ku, Chiba 263-8522, Japan
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Loomba R, Ramji A, Hassanein T, Yoshida EM, Pang E, Schneider C, Curry MP, Afdhal NH. Velacur ACE outperforms FibroScan CAP for diagnosis of MASLD. Hepatol Commun 2024; 8:e0402. [PMID: 38517204 PMCID: PMC10962894 DOI: 10.1097/hc9.0000000000000402] [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: 09/28/2023] [Accepted: 01/19/2024] [Indexed: 03/23/2024] Open
Abstract
BACKGROUND As the prevalence of metabolic dysfunction-associated steatotic liver disease increases, it is imperative to have noninvasive alternatives to liver biopsy. Velacur offers a non-invasive, point-of-care ultrasound-based method for the assessment of liver stiffness and attenuation. The aim of this study was to perform a head-to-head comparison of liver stiffness and liver fat determined by Velacur and FibroScan using MRI-based measurements as the reference standard. METHODS This prospective cross-sectional study included 164 adult participants with well-characterized metabolic dysfunction-associated steatotic liver disease. Patients underwent a research exam including Velacur, FibroScan and contemporaneous magnetic resonance elastography, and magnetic resonance imaging proton density fat fraction (MRI-PDFF) scans. The primary outcome was the presence of advanced fibrosis (>F2) as measured by magnetic resonance elastography and the presence of liver fat (>5%) as measured by MRI-PDFF. RESULTS The mean age and body mass index were 57±12 years and 30.6±4.8 kg/m2, respectively. The mean liver stiffness on magnetic resonance elastography was 3.22±1.39 kPa and the mean liver fat on MRI-PDFF was 14.2±8%. The liver stiffness assessments by Velacur and FibroScan were similar for the detection of advanced fibrosis (AUC 0.95 vs. 0.97) and were not statistically different (p=0.43). Velacur was significantly better than FibroScan (AUC 0.94 vs. 0.79, p=0.01), for the detection of MRI-PDFF >5% (diagnosis of metabolic dysfunction-associated liver disease). CONCLUSIONS Velacur was superior to FibroScan for liver fat detection with MRI-PDFF as the reference. Velacur and FibroScan were not statistically different for liver stiffness assessment as defined by magnetic resonance elastography.
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Affiliation(s)
- Rohit Loomba
- NAFLD Research Center, Division of Gastroenterology, Department of Medicine
| | - Alnoor Ramji
- Division of Gastroenterology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Tarek Hassanein
- Southern California Research Center, Coronado, California, USA
| | - Eric M. Yoshida
- Division of Gastroenterology, University of British Columbia, Vancouver, British Columbia, Canada
| | - Emily Pang
- Department of Radiology, Vancouver General Hospital, Vancouver, British Columbia, Canada
| | | | - Michael P. Curry
- Division of Gastroenterology and Hepatology, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Nezam H. Afdhal
- Division of Gastroenterology and Hepatology, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
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Zeng F, Su X, Liang X, Liao M, Zhong H, Xu J, Gou W, Zhang X, Shen L, Zheng JS, Chen YM. Gut microbiome features and metabolites in non-alcoholic fatty liver disease among community-dwelling middle-aged and older adults. BMC Med 2024; 22:104. [PMID: 38454425 PMCID: PMC10921631 DOI: 10.1186/s12916-024-03317-y] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Accepted: 02/23/2024] [Indexed: 03/09/2024] Open
Abstract
BACKGROUND The specific microbiota and associated metabolites linked to non-alcoholic fatty liver disease (NAFLD) are still controversial. Thus, we aimed to understand how the core gut microbiota and metabolites impact NAFLD. METHODS The data for the discovery cohort were collected from the Guangzhou Nutrition and Health Study (GNHS) follow-up conducted between 2014 and 2018. We collected 272 metadata points from 1546 individuals. The metadata were input into four interpretable machine learning models to identify important gut microbiota associated with NAFLD. These models were subsequently applied to two validation cohorts [the internal validation cohort (n = 377), and the prospective validation cohort (n = 749)] to assess generalizability. We constructed an individual microbiome risk score (MRS) based on the identified gut microbiota and conducted animal faecal microbiome transplantation experiment using faecal samples from individuals with different levels of MRS to determine the relationship between MRS and NAFLD. Additionally, we conducted targeted metabolomic sequencing of faecal samples to analyse potential metabolites. RESULTS Among the four machine learning models used, the lightGBM algorithm achieved the best performance. A total of 12 taxa-related features of the microbiota were selected by the lightGBM algorithm and further used to calculate the MRS. Increased MRS was positively associated with the presence of NAFLD, with odds ratio (OR) of 1.86 (1.72, 2.02) per 1-unit increase in MRS. An elevated abundance of the faecal microbiota (f__veillonellaceae) was associated with increased NAFLD risk, whereas f__rikenellaceae, f__barnesiellaceae, and s__adolescentis were associated with a decreased presence of NAFLD. Higher levels of specific gut microbiota-derived metabolites of bile acids (taurocholic acid) might be positively associated with both a higher MRS and NAFLD risk. FMT in mice further confirmed a causal association between a higher MRS and the development of NAFLD. CONCLUSIONS We confirmed that an alteration in the composition of the core gut microbiota might be biologically relevant to NAFLD development. Our work demonstrated the role of the microbiota in the development of NAFLD.
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Affiliation(s)
- Fangfang Zeng
- Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, No.601 Huangpu Road West, Guangzhou, 510632, China.
- Department of Epidemiology, Guangdong Provincial Key Laboratory of Food, Nutrition and Health, School of Public Health, Sun Yat-Sen University, Guangzhou, 510275, China.
| | - Xin Su
- Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, No.601 Huangpu Road West, Guangzhou, 510632, China
| | - Xinxiu Liang
- Zhejiang Key Laboratory of Multi-Omics in Infection and Immunity, School of Medicine and School of Life Sciences, Westlake University, Hangzhou, 310030, China
| | - Minqi Liao
- Institute of Epidemiology, Helmholtz Zentrum München-German Research Center for Environmental Health, Ingolstädter Landstr. 1, 85764, Neuherberg, Germany
| | - Haili Zhong
- Department of Epidemiology, Guangdong Provincial Key Laboratory of Food, Nutrition and Health, School of Public Health, Sun Yat-Sen University, Guangzhou, 510275, China
| | - Jinjian Xu
- Department of Epidemiology, Guangdong Provincial Key Laboratory of Food, Nutrition and Health, School of Public Health, Sun Yat-Sen University, Guangzhou, 510275, China
| | - Wanglong Gou
- Zhejiang Key Laboratory of Multi-Omics in Infection and Immunity, School of Medicine and School of Life Sciences, Westlake University, Hangzhou, 310030, China
| | - Xiangzhou Zhang
- Big Data Decision Institute, Jinan University, No.601 Huangpu Road West, Guangzhou, 510632, China
| | - Luqi Shen
- Zhejiang Key Laboratory of Multi-Omics in Infection and Immunity, School of Medicine and School of Life Sciences, Westlake University, Hangzhou, 310030, China
| | - Ju-Sheng Zheng
- Zhejiang Key Laboratory of Multi-Omics in Infection and Immunity, School of Medicine and School of Life Sciences, Westlake University, Hangzhou, 310030, China.
| | - Yu-Ming Chen
- Department of Epidemiology, Guangdong Provincial Key Laboratory of Food, Nutrition and Health, School of Public Health, Sun Yat-Sen University, Guangzhou, 510275, China.
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49
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Bril F, Gray M. Noninvasive tests to identify liver fibrosis in metabolic dysfunction-associated steatotic liver disease are affected by race. Obesity (Silver Spring) 2024; 32:612-622. [PMID: 38151987 PMCID: PMC10922543 DOI: 10.1002/oby.23960] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Revised: 10/20/2023] [Accepted: 11/01/2023] [Indexed: 12/29/2023]
Abstract
OBJECTIVE The objective of this study was to assess the performance of noninvasive tests (NITs) across different racial and ethnic groups in a large multiethnic cohort. METHODS Data were derived from the National Health and Nutrition Examination Survey (NHANES) 2017 through 2020. Participants without valid transient elastography measurements or with alternative etiologies of liver steatosis disease were excluded from the study. RESULTS Among the 6359 adults included in the study, fatty liver index and nonalcoholic fatty liver disease liver fat scores performed well for the prediction of metabolic dysfunction-associated steatotic liver disease, without significant changes across racial and ethnic groups. However, significant differences were observed across racial and ethnic groups for the prediction of advanced fibrosis and cirrhosis. The fibrosis-4 (FIB-4) index, aspartate aminotransferase to platelet ratio index (APRI), and nonalcoholic fatty liver disease fibrosis score underperformed in non-Hispanic Black patients for the detection of cirrhosis. For the detection of advanced fibrosis, their performance was also numerically worse in non-Hispanic Black patients but only reached statistical significance for APRI. Using a cutoff point of 12 kPa for advanced fibrosis, both APRI and the FIB-4 index performed significantly worse in non-Hispanic Black patients. CONCLUSIONS In a large, diverse national cohort, the performance of NITs was overall poor compared with transient elastography, and NITs showed differences across racial and ethnic groups. Given the widespread use of NITs, it is imperative that the scores are equitable across racial and ethnic groups.
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Affiliation(s)
- Fernando Bril
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL
- Division of Endocrinology, Diabetes and Metabolism, Birmingham VA Medical Center, Birmingham, AL
| | - Meagan Gray
- Division of Gastroenterology, Nutrition and Hepatology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL
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50
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Heller T, Herlemann DPR, Plieth A, Kröger JC, Weber MA, Reiner J, Jaster R, Kreikemeyer B, Lamprecht G, Schäffler H. Liver cirrhosis and antibiotic therapy but not TIPS application leads to a shift of the intestinal bacterial communities: A controlled, prospective study. J Dig Dis 2024; 25:200-208. [PMID: 38597371 DOI: 10.1111/1751-2980.13262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 02/20/2024] [Accepted: 03/05/2024] [Indexed: 04/11/2024]
Abstract
OBJECTIVES The gut-liver axis is discussed to play an important role in hepatic cirrhosis. Decompensated liver cirrhosis is associated with portal hypertension, which can lead to a variety of complications. Transjugular intrahepatic portosystemic shunt (TIPS) is an established treatment option for the complications of portal hypertension. In this study we focused on the effect of TIPS on intestinal microbial composition in cirrhotic patients. METHODS Thirty patients with liver cirrhosis were compared to 18 healthy adults. Seventeen patients with cirrhosis and portal hypertension received a TIPS. Clinical characteristics, including age, sex, and liver function measured with a Child-Pugh score and model for end-stage liver disease score, were obtained. Intestinal microbial composition was assessed via 16S rRNA gene amplicon sequencing from stool probes before and after TIPS. RESULTS TIPS led to a reduction of hepatic venous pressure gradient. However, TIPS did not cause a shift in the intestinal bacterial communities. Independent from the application of TIPS, antibiotic therapy was associated with a significant difference in the intestinal bacterial microbiota and also a reduced α-diversity. In addition, a significant difference was observed in the intestinal bacterial composition between patients with liver cirrhosis and healthy controls. CONCLUSION The presence of liver cirrhosis and the use of antibiotic therapy, but not the application of TIPS, were associated with a significant shift of the intestinal bacterial communities, showing a high impact on the microbiota of patients with liver cirrhosis.
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Affiliation(s)
- Thomas Heller
- Institute of Diagnostic and Interventional Radiology, Pediatric Radiology and Neuroradiology, University Medical Center Rostock, Rostock, Germany
| | - Daniel P R Herlemann
- Microbial Ecophysiology, Chair of Hydrobiology and Fisheries, Institute of Agricultural and Environmental Sciences, Estonian University of Life Sciences, Tartu, Estonia
- Leibniz Institute for Baltic Sea Research, Rostock, Germany
| | - Anabel Plieth
- Division of Gastroenterology and Endocrinology, Department of Medicine II, Rostock University Medical Center, Rostock, Germany
| | - Jens-Christian Kröger
- Institute of Diagnostic and Interventional Radiology, Pediatric Radiology and Neuroradiology, University Medical Center Rostock, Rostock, Germany
| | - Marc-André Weber
- Institute of Diagnostic and Interventional Radiology, Pediatric Radiology and Neuroradiology, University Medical Center Rostock, Rostock, Germany
| | - Johannes Reiner
- Division of Gastroenterology and Endocrinology, Department of Medicine II, Rostock University Medical Center, Rostock, Germany
| | - Robert Jaster
- Division of Gastroenterology and Endocrinology, Department of Medicine II, Rostock University Medical Center, Rostock, Germany
| | - Bernd Kreikemeyer
- Institute of Medical Microbiology, Virology and Hygiene, University Medical Center, Rostock, Germany
| | - Georg Lamprecht
- Division of Gastroenterology and Endocrinology, Department of Medicine II, Rostock University Medical Center, Rostock, Germany
| | - Holger Schäffler
- Division of Gastroenterology and Endocrinology, Department of Medicine II, Rostock University Medical Center, Rostock, Germany
- Department of Gastroenterology and Internal Medicine, Rems-Murr-Klinikum Winnenden GmbH, Winnenden, Germany
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