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Zeng X, Lv T, Li S, Chen S, Li B, Lu Z, Wang Y, Ou X, Zhao X, You H, Duan W, Jia J. Patients with AMA/anti-sp100/anti-gp210 Positivity and Cholestasis Can Manifest Conditions Beyond Primary Biliary Cholangitis. J Clin Transl Hepatol 2025; 13:200-206. [PMID: 40078201 PMCID: PMC11894394 DOI: 10.14218/jcth.2024.00374] [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: 10/11/2024] [Revised: 12/13/2024] [Accepted: 12/23/2024] [Indexed: 03/14/2025] Open
Abstract
Background and Aims The diagnostic value of primary biliary cholangitis (PBC)-specific antibodies in patients with elevated alkaline phosphatase (ALP) and gamma-glutamyl transferase (GGT) levels, and other identifiable causes, was unclear. Our study aimed to determine whether etiological treatments in PBC-specific antibody-positive patients could improve liver biochemical tests, thereby distinguishing them from individuals with PBC. Methods We enrolled patients who were positive for PBC-specific antibodies and elevated ALP and/or GGT levels but with other identifiable etiologies. Changes in liver biochemistry following non-ursodeoxycholic acid etiological treatments were monitored. Results A total of 155 patients with positive PBC-specific antibodies and elevated ALP and/or GGT levels due to non-PBC diseases were enrolled. Among them, 100 patients were diagnosed with non-PBC liver diseases, mainly metabolic-associated fatty liver disease, drug-induced liver injury, and autoimmune hepatitis. Additionally, 55 patients had non-liver diseases, predominantly connective tissue diseases. The median follow-up duration was 15.9 (4.7-25.6) months. Among 141 patients who completed follow-up after receiving etiological treatments, 85.1% (120/141) showed improvement in ALP and/or GGT levels, with 51.8% (73/141) achieving normalization of both ALP and GGT. However, 68 patients continued to exhibit elevated ALP and/or GGT, with 55 patients displaying isolated GGT elevation and 11 patients showing liver histological changes not consistent with PBC. Conclusions PBC-specific antibodies, along with elevated ALP and GGT levels, may occur in various non-PBC diseases. Etiological treatments may improve or even resolve cholestatic biochemistry. For these patients, initiating etiological treatment rather than immediately starting ursodeoxycholic acid therapy would be justified.
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Affiliation(s)
- Xin Zeng
- Liver Research Center, Beijing Friendship Hospital, Capital Medical University, Beijing, China
- National Clinical Research Center for Digestive Diseases, Beijing, China
| | - Tingting Lv
- Liver Research Center, Beijing Friendship Hospital, Capital Medical University, Beijing, China
- National Clinical Research Center for Digestive Diseases, Beijing, China
| | - Shuxiang Li
- Liver Research Center, Beijing Friendship Hospital, Capital Medical University, Beijing, China
- National Clinical Research Center for Digestive Diseases, Beijing, China
| | - Sha Chen
- Liver Research Center, Beijing Friendship Hospital, Capital Medical University, Beijing, China
- National Clinical Research Center for Digestive Diseases, Beijing, China
| | - Buer Li
- Liver Research Center, Beijing Friendship Hospital, Capital Medical University, Beijing, China
- National Clinical Research Center for Digestive Diseases, Beijing, China
| | - Zhijiao Lu
- Liver Research Center, Beijing Friendship Hospital, Capital Medical University, Beijing, China
- National Clinical Research Center for Digestive Diseases, Beijing, China
| | - Yu Wang
- Liver Research Center, Beijing Friendship Hospital, Capital Medical University, Beijing, China
- National Clinical Research Center for Digestive Diseases, Beijing, China
| | - Xiaojuan Ou
- Liver Research Center, Beijing Friendship Hospital, Capital Medical University, Beijing, China
- National Clinical Research Center for Digestive Diseases, Beijing, China
| | - Xinyan Zhao
- Liver Research Center, Beijing Friendship Hospital, Capital Medical University, Beijing, China
- National Clinical Research Center for Digestive Diseases, Beijing, China
| | - Hong You
- Liver Research Center, Beijing Friendship Hospital, Capital Medical University, Beijing, China
- National Clinical Research Center for Digestive Diseases, Beijing, China
| | - Weijia Duan
- Liver Research Center, Beijing Friendship Hospital, Capital Medical University, Beijing, China
- National Clinical Research Center for Digestive Diseases, Beijing, China
| | - Jidong Jia
- Liver Research Center, Beijing Friendship Hospital, Capital Medical University, Beijing, China
- National Clinical Research Center for Digestive Diseases, Beijing, China
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Wang S, Sun W, Cheng Y, Wang L, Ma S, Jing F, Zhang X, Zhou X. Relationship between plasma 12,13-diHOME level and nonalcoholic fatty liver disease in patients with type 2 diabetes and obesity. Minerva Endocrinol (Torino) 2025; 50:72-83. [PMID: 33855386 DOI: 10.23736/s2724-6507.21.03424-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
BACKGROUND 12,13-dihydroxy-9Z-octadecenoic acid (12,13-diHOME) was one of the newly found lipokines. The goal of this study was to investigate whether the 12,13-diHOME was associated with related metabolic markers of nonalcoholic fatty liver disease (NAFLD) in a Chinese population with type 2 diabetes (T2DM) and obesity. METHODS This cross-sectional study enrolled 202 subjects with T2DM. Anthropometric parameters, 12,13-diHOME, serum lipids levels, fasting blood-glucose (FBG), serum glycosylated hemoglobin (HbA1c), fasting insulin (FINS), homeostasis model assessment of insulin resistance (HOMA-IR), liver and kidney function parameters were collected. NAFLD was diagnosed based on abdominal ultrasonography examination results. A computer-aided ultrasound quantitative method was applied to evaluate the liver fat content (LFC). RESULTS The number of the patients with fatty liver was 139 (68.81%) and those with non-fatty liver was 63 (31.19%). Subjects with NAFLD had a higher body mass index (BMI), diastolic blood pressure, serum alanine aminotransferase (ALT), triglyceride (TG), HOMA-IR, LFC, P<0.05 for all. But no significant difference was found in plasma 12,13-diHOME level (P=0.967), though its level trend was higher in non-NAFLD group. Plasma 12,13-diHOME was positively correlated with aspartate aminotransferase (AST), total cholesterol (TC), high density lipoprotein cholesterol (HDL-C), blood urea nitrogen (BUN), free fatty acid (FFA), C-peptide, FINS and HOMA-IR. It was negatively correlated with height, body weight, glomerular filtration rate (eGFR) and HbA1c. CONCLUSIONS Although 12,13-diHOME was correlated with AST, TC, HDL-C, BUN, FFA, C-peptide, FINS, HOMA-IR, eGFR and HbA1c, there was no significant difference in 12,13-diHOME level between the two groups. However, more research should be carried on about this newly-found lipokine.
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Affiliation(s)
- Sichao Wang
- Department of Endocrinology, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
- Department of Infectious Diseases and Hepatology, The Second Hospital of Shandong University, Jinan, China
| | - Weixia Sun
- Department of Endocrinology, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Yiping Cheng
- Department of Endocrinology, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Lei Wang
- Department of Endocrinology, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Shizhan Ma
- Department of Endocrinology, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Fei Jing
- Department of Endocrinology, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Xiujuan Zhang
- Department of Endocrinology, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Xinli Zhou
- Department of Endocrinology, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China -
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Selim DH, Mokhlis HA, Elsayed AM, Shatat AAS, Salama SA, Ismail RS. Liraglutide mitigates dexamethasone-induced fatty acid synthase (FASN) and the cluster of differentiation36 (CD36) expression: a potential treatment for glucocorticoid-induced non-alcoholic fatty liver disease (NAFLD). NAUNYN-SCHMIEDEBERG'S ARCHIVES OF PHARMACOLOGY 2025:10.1007/s00210-025-03789-6. [PMID: 39820544 DOI: 10.1007/s00210-025-03789-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/24/2024] [Accepted: 01/04/2025] [Indexed: 01/19/2025]
Abstract
The clinical use of dexamethasone (DXM) is associated with the development of non-alcoholic fatty liver disease (NAFLD). However, the mechanisms by which DXM-induced NAFLD is still incompletely known. Therefore, the current study aims to test the hypothesis that DXM-induced NAFLD is mediated by dysregulation of key genes involved in lipid metabolism and liraglutide (LG) can ameliorate these effects. The histopathological and biochemical analysis assessed the effects of DXM and/or LG in liver tissue. The computational analysis was performed to detect the glucocorticoid response elements (GRE) in the promotor regions of FASN and CD36 genes. The effects of DXM and LG on the expression of FASN and CD36 were determined by real-time quantitative reverse transcription PCR (RT-qPCR), western blot (WB) and immunohistochemical (IHC) analyses. The NAFLD induced by high-fat diet (HFD) and DXM was manifested by increased levels of liver enzymes, deterioration of histological architecture of the liver tissue and accumulation of fat droplets. Computational analysis revealed that the promotor regions of FASN and CD36 harper several GRE. Most importantly, treatment with DXM decreased phosphorylated adenosine monophosphate-activated protein kinase (p-AMPK) levels, while LG upregulate it. In addition, treatment with DXM increased expression of FASN and CD36, whereas LG ameliorated these effects in a dose-dependent manner. DXM-induced NAFLD is mediated by upregulation of FASN and CD36 expression which may be attributed to GRE. LG coupling with DXM mitigates this induction by downregulating FASN and CD36 levels and therefore mitigates the development of NAFLD.
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Affiliation(s)
- Dahshan Hassan Selim
- Department of Pharmacology and Toxicology, Faculty of Pharmacy (Boys), Al-Azhar University, Nasr City, 11651, Cairo, Egypt
| | - Hamada Ahmed Mokhlis
- Department of Pharmacology and Toxicology, Faculty of Pharmacy (Boys), Al-Azhar University, Nasr City, 11651, Cairo, Egypt
- Department of Pharmacy Practice, Faculty of Pharmacy, Sinai University-Kantara Branch, Ismailia City, 41636, Egypt
| | - Abdelrahman M Elsayed
- Department of Pharmacology and Toxicology, Faculty of Pharmacy (Boys), Al-Azhar University, Nasr City, 11651, Cairo, Egypt
- Department of Ophthalmology and Visual Science, Havener Eye Institute, The Ohio State University Wexner Medical Center, Columbus, OH, 43210, USA
| | - Abdel-Aziz S Shatat
- Department of Pharmacology and Toxicology, Faculty of Pharmacy (Boys), Al-Azhar University, Nasr City, 11651, Cairo, Egypt
| | - Salama Abdou Salama
- Department of Pharmacology and Toxicology, Faculty of Pharmacy (Boys), Al-Azhar University, Nasr City, 11651, Cairo, Egypt
| | - Raed Shahat Ismail
- Department of Pharmacology and Toxicology, Faculty of Pharmacy (Boys), Al-Azhar University, Nasr City, 11651, Cairo, Egypt.
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Gurjar S, Bhat A R, Upadhya R, Shenoy RP. Extracellular vesicle-mediated approaches for the diagnosis and therapy of MASLD: current advances and future prospective. Lipids Health Dis 2025; 24:5. [PMID: 39773634 PMCID: PMC11705780 DOI: 10.1186/s12944-024-02396-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2024] [Accepted: 12/05/2024] [Indexed: 01/11/2025] Open
Abstract
Metabolic dysfunction-associated steatotic liver disease (MASLD) is an asymptomatic, multifaceted condition often associated with various risk factors, including fatigue, obesity, insulin resistance, metabolic syndrome, and sleep apnea. The increasing burden of MASLD underscores the critical need for early diagnosis and effective therapies. Owing to the lack of efficient therapies for MASLD, early diagnosis is crucial. Consequently, noninvasive biomarkers and imaging techniques are essential for analyzing disease risk and play a pivotal role in the global diagnostic process. The use of extracellular vesicles has emerged as promising for early diagnosis and therapy of various liver ailments. Herein, a comprehensive summary of the current diagnostic modalities for MASLD is presented, highlighting their advantages and limitations while exploring the potential of extracellular vesicles (EVs) as innovative diagnostic and therapeutic tools for MASLD. With this aim, this review emphasizes an in-depth understanding of the origin of EVs and the pathophysiological alterations of these ectosomes and exosomes in various liver diseases. This review also explores the therapeutic potential of EVs as key components in the future management of liver disease. The dual role of EVs as biomarkers and their therapeutic utility in MASLD essentially highlights their clinical integration to improve MASLD diagnosis and treatment. While EV-based therapies are still in their early stages of development and require substantial research to increase their therapeutic value before they can be used clinically, the diagnostic application of EVs has been extensively explored. Moving forward, developing diagnostic devices leveraging EVs will be crucial in advancing MASLD diagnosis. Thus, the literature summarized provides suitable grounds for clinicians and researchers to explore EVs for devising diagnostic and treatment strategies for MASLD.
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Affiliation(s)
- Swasthika Gurjar
- Department of Biochemistry, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Karnataka, 576104, Manipal, India
| | - Ramanarayana Bhat A
- Manipal Centre for Biotherapeutics Research, Manipal, Manipal Academy of Higher Education, Karnataka, 576104, Manipal, India
| | - Raghavendra Upadhya
- Manipal Centre for Biotherapeutics Research, Manipal, Manipal Academy of Higher Education, Karnataka, 576104, Manipal, India.
| | - Revathi P Shenoy
- Department of Biochemistry, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Karnataka, 576104, Manipal, India.
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Alpízar Salazar M, Olguín Reyes SE, Medina Estévez A, Saturno Lobos JA, De Aldecoa Castillo JM, Carrera Aguas JC, Alaniz Monreal S, Navarro Rodríguez JA, Alpízar Sánchez DMF. Natural History of Metabolic Dysfunction-Associated Steatotic Liver Disease: From Metabolic Syndrome to Hepatocellular Carcinoma. MEDICINA (KAUNAS, LITHUANIA) 2025; 61:88. [PMID: 39859069 PMCID: PMC11766802 DOI: 10.3390/medicina61010088] [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: 12/10/2024] [Revised: 12/30/2024] [Accepted: 01/04/2025] [Indexed: 01/27/2025]
Abstract
Introduction: Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD) stems from disrupted lipid metabolism in the liver, often linked to obesity, type 2 diabetes, and dyslipidemia. In Mexico, where obesity affects 36.9% of adults, MASLD prevalence has risen, especially with metabolic syndrome affecting 56.31% by 2018. MASLD can progress to Metabolic Dysfunction-Associated Steatohepatitis (MASH), affecting 5.27% globally, leading to severe complications like cirrhosis and hepatocellular carcinoma. Background: Visceral fat distribution varies by gender, impacting MASLD development due to hormonal influences. Insulin resistance plays a central role in MASLD pathogenesis, exacerbated by high-fat diets and specific fatty acids, leading to hepatic steatosis. Lipotoxicity from saturated fatty acids further damages hepatocytes, triggering inflammation and fibrosis progression in MASH. Diagnosing MASLD traditionally involves invasive liver biopsy, but non-invasive methods like ultrasound and transient elastography are preferred due to their safety and availability. These methods detect liver steatosis and fibrosis with reasonable accuracy, offering alternatives to biopsy despite varying sensitivity and specificity. Conclusions: MASLD as a metabolic disorder underscores its impact on public health, necessitating improved awareness and early management strategies to mitigate its progression to severe liver diseases.
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Affiliation(s)
- Melchor Alpízar Salazar
- Endocrinology, Specialized Center for Diabetes, Obesity and Prevention of Cardiovascular Diseases (CEDOPEC), Mexico City 11650, Mexico
| | - Samantha Estefanía Olguín Reyes
- Clinical Research, Specialized Center for Diabetes, Obesity and Prevention of Cardiovascular Diseases (CEDOPEC), Mexico City 11650, Mexico; (S.E.O.R.); (A.M.E.); (J.A.S.L.); (S.A.M.); (J.A.N.R.); (D.M.F.A.S.)
| | - Andrea Medina Estévez
- Clinical Research, Specialized Center for Diabetes, Obesity and Prevention of Cardiovascular Diseases (CEDOPEC), Mexico City 11650, Mexico; (S.E.O.R.); (A.M.E.); (J.A.S.L.); (S.A.M.); (J.A.N.R.); (D.M.F.A.S.)
| | - Julieta Alejandra Saturno Lobos
- Clinical Research, Specialized Center for Diabetes, Obesity and Prevention of Cardiovascular Diseases (CEDOPEC), Mexico City 11650, Mexico; (S.E.O.R.); (A.M.E.); (J.A.S.L.); (S.A.M.); (J.A.N.R.); (D.M.F.A.S.)
| | - Jesús Manuel De Aldecoa Castillo
- Clinical Nutrition, Specialized Center for Diabetes, Obesity and Prevention of Cardiovascular Diseases (CEDOPEC), Mexico City 11650, Mexico;
| | - Juan Carlos Carrera Aguas
- Clinical Nutrition, Specialized Center for Diabetes, Obesity and Prevention of Cardiovascular Diseases (CEDOPEC), Mexico City 11650, Mexico;
| | - Samary Alaniz Monreal
- Clinical Research, Specialized Center for Diabetes, Obesity and Prevention of Cardiovascular Diseases (CEDOPEC), Mexico City 11650, Mexico; (S.E.O.R.); (A.M.E.); (J.A.S.L.); (S.A.M.); (J.A.N.R.); (D.M.F.A.S.)
| | - José Antonio Navarro Rodríguez
- Clinical Research, Specialized Center for Diabetes, Obesity and Prevention of Cardiovascular Diseases (CEDOPEC), Mexico City 11650, Mexico; (S.E.O.R.); (A.M.E.); (J.A.S.L.); (S.A.M.); (J.A.N.R.); (D.M.F.A.S.)
| | - Dulce María Fernanda Alpízar Sánchez
- Clinical Research, Specialized Center for Diabetes, Obesity and Prevention of Cardiovascular Diseases (CEDOPEC), Mexico City 11650, Mexico; (S.E.O.R.); (A.M.E.); (J.A.S.L.); (S.A.M.); (J.A.N.R.); (D.M.F.A.S.)
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Minichmayr IK, Plan EL, Weber B, Ueckert S. A Model-Based Evaluation of Noninvasive Biomarkers to Reflect Histological Nonalcoholic Fatty Liver Disease Scores. Pharm Res 2025; 42:123-135. [PMID: 39702686 PMCID: PMC11785690 DOI: 10.1007/s11095-024-03791-2] [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: 07/25/2024] [Accepted: 10/24/2024] [Indexed: 12/21/2024]
Abstract
BACKGROUND Nonalcoholic fatty liver disease (NAFLD) comprises multiple heterogeneous pathophysiological conditions commonly evaluated by suboptimal liver biopsies. This study aimed to elucidate the role of 13 diverse histological liver scores in assessing NAFLD disease activity using an in silico pharmacometric model-based approach. We further sought to investigate various noninvasive patient characteristics for their ability to reflect all 13 histological scores and the NAFLD activity score (NAS). METHODS A histological liver score model was built upon 13 biopsy-based pathological features (binary and categorical scores) from the extensive NASH-CRN (Nonalcoholic Steatohepatitis-Clinical Research Network) observational NAFLD Database study (n = 914 adults) using the concept of item response theory. The impact of 69 noninvasive biomarkers potentially reflecting NAFLD activity was quantitatively described across the entire spectrum of all 13 histological scores. RESULTS The model suggested that four different disease facets underlie the cardinal NAFLD features (steatosis, inflammation, hepatocellular ballooning (= NAS); fibrosis; highest correlations: corrballooning-fibrosis = 0.69/corrinflammation-ballooning = 0.62/corrsteatosis-inflammation = 0.60). The 13 histological liver scores were best described by contrasting noninvasive biomarkers: Age and platelets best reflected the fibrosis score, while alanine and aspartate aminotransferase best described the NAS, with diverging contributions of the three individual NAS components to the results of the overall NAS. CONCLUSIONS An in silico histological liver score model allowed to simultaneously quantitatively analyze 13 features beyond NAS and fibrosis, characterizing different disease facets underlying NAFLD and revealing the contrasting ability of 69 noninvasive biomarkers to reflect the diverse histological (sub-)scores.
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Affiliation(s)
- Iris K Minichmayr
- Department of Clinical Pharmacology, Medical University of Vienna, Vienna, Austria
- Department of Pharmacy, Uppsala University, Uppsala, Sweden
| | - Elodie L Plan
- Department of Pharmacy, Uppsala University, Uppsala, Sweden.
- Pharmetheus, Uppsala, Sweden.
| | - Benjamin Weber
- Translational Medicine and Clinical Pharmacology, Boehringer Ingelheim Pharmaceuticals, Inc., Ridgefield, CT, USA
- Global Translation, Novo Nordisk A/S, Måløv, Denmark
| | - Sebastian Ueckert
- Department of Pharmacy, Uppsala University, Uppsala, Sweden
- Ribocure, Mölndal, Sweden
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Liu S, Wang B, Ma L, Yang H, Liu M, Song Y, Zhou Z, Lou J, Zhou D, Cao J, Liu Y, Mi W, Ma Y. The Association Between Aspartate Transaminase to Alanine Transaminase Ratio and Perioperative Ischemic Stroke in Patients With Diabetes: A Retrospective Cohort Study. CNS Neurosci Ther 2025; 31:e70223. [PMID: 39838692 PMCID: PMC11751254 DOI: 10.1111/cns.70223] [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: 01/11/2024] [Revised: 11/20/2024] [Accepted: 01/08/2025] [Indexed: 01/23/2025] Open
Abstract
BACKGROUND Patients with diabetes are at a high risk for perioperative ischemic stroke (PIS). The use of biomarkers to identify high-risk patients and predict PIS may provide considerable reference value in clinical decision-making. The aspartate transaminase/alanine transaminase ratio (De Ritis ratio) has been proven to be associated with specific diabetic complications. However, the association between the De Ritis ratio and PIS has not been evaluated in this population. This retrospective cohort study aimed to evaluate the association between the preoperative De Ritis ratio and PIS in patients with type 2 diabetes undergoing noncardiovascular surgery. METHODS Data from surgical patients were collected from January 2008 to August 2019. A total of 27,643 patients with type 2 diabetes mellitus (DM) undergoing noncardiovascular surgery under general anesthesia were screened. The optimal De Ritis ratio cutoff value was identified using the receiver operating characteristic (ROC) curve. Logistic regression models were used to evaluate the association between the preoperative De Ritis ratio and PIS. Propensity score matching (PSM), sensitivity analyses, and subgroup analyses were performed to further validate the robustness of this association. RESULTS A total of 151 patients experienced PIS. A De Ritis ratio ≥ 1.04 was associated with an elevated risk of PIS after adjusting for baseline characteristics (OR [95% CI]: 2.25 [1.59-3.21]; p < 0.001), intraoperative parameters (2.50 [1.80-3.49]; p < 0.001), and all confounding variables (2.29 [1.61-3.29]; p < 0.001). In the propensity score-matched cohort, the association between the De Ritis ratio and PIS remained significant (2.04 [1.38-3.05]; p < 0.001). These associations were also consistently maintained in the sensitivity and subgroup analyses. CONCLUSIONS An elevated De Ritis ratio is strongly associated with a higher risk of PIS in patients with type 2 DM undergoing noncardiovascular surgery. This may provide additional information on PIS risk assessment in patients with type 2 DM undergoing noncardiovascular surgery.
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Affiliation(s)
- Siyuan Liu
- Department of AnesthesiologyThe First Medical Center of Chinese PLA General HospitalBeijingChina
- National Clinical Research Center for Geriatric DiseasesChinese PLA General HospitalBeijingChina
- Department of AnesthesiologyAffiliated Hospital of Nantong UniversityNantongChina
| | - Binbin Wang
- National Clinical Research Center for Geriatric DiseasesChinese PLA General HospitalBeijingChina
- Department of AnesthesiologyAffiliated Hospital of Nantong UniversityNantongChina
| | - Libin Ma
- Department of AnesthesiologyThe First Medical Center of Chinese PLA General HospitalBeijingChina
- National Clinical Research Center for Geriatric DiseasesChinese PLA General HospitalBeijingChina
| | - Huikai Yang
- Department of AnesthesiologyThe First Medical Center of Chinese PLA General HospitalBeijingChina
| | - Min Liu
- Department of AnesthesiologyBeijing Tongren Hospital, Capital Medical UniversityBeijingChina
| | - Yuxiang Song
- Department of AnesthesiologyThe First Medical Center of Chinese PLA General HospitalBeijingChina
| | - Zhikang Zhou
- Department of AnesthesiologyThe First Medical Center of Chinese PLA General HospitalBeijingChina
| | - Jingsheng Lou
- Department of AnesthesiologyThe First Medical Center of Chinese PLA General HospitalBeijingChina
| | - Daming Zhou
- Department of Infection ControlJILIN Cancer HospitalJilinChina
| | - Jiangbei Cao
- Department of AnesthesiologyThe First Medical Center of Chinese PLA General HospitalBeijingChina
| | - Yanhong Liu
- Department of AnesthesiologyThe First Medical Center of Chinese PLA General HospitalBeijingChina
| | - Weidong Mi
- Department of AnesthesiologyThe First Medical Center of Chinese PLA General HospitalBeijingChina
- National Clinical Research Center for Geriatric DiseasesChinese PLA General HospitalBeijingChina
| | - Yulong Ma
- Department of AnesthesiologyThe First Medical Center of Chinese PLA General HospitalBeijingChina
- National Clinical Research Center for Geriatric DiseasesChinese PLA General HospitalBeijingChina
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8
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Rigor J, Martins ME, Passos B, Oliveira R, Martins-Mendes D. Noninvasive tools for the assessment of fibrosis in metabolic dysfunction-associated steatotic liver disease. Minerva Med 2024; 115:660-670. [PMID: 39283245 DOI: 10.23736/s0026-4806.24.09290-5] [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: 11/29/2024]
Abstract
Metabolic dysfunction-associated steatotic liver disease (MASLD), previously nonalcoholic fatty liver disease (NAFLD), is the number one chronic liver disorder worldwide. Progression to advanced fibrosis marks the emergence of a significant risk of liver-related negative outcomes. However, only a minority of patients will present at this stage. Since widespread liver biopsy in unfeasible at such high disease prevalence, there was a need to develop noninvasive tests (NITs) that could easily and reliably be applied to patients with MASLD, regardless of clinical setting. The NITs include simple scores, like the fibrosis-4 (FIB-4) Index, patented serum tests, like the Enhanced Liver Fibrosis test (ELF™), and imaging-based modalities, like the vibration-controlled transient elastography (VCTE). Guidelines suggests a stepwise approach that utilizes more than one NIT, with FIB-4 <1.30 being used as a first step to rule out patients that do not need further testing. Subsequent choice of NIT will be influenced by setting, cost, and local availability. While these NITs are accurate, they are not perfect. As such, research is ongoing. A promising avenue is that of omics, a group of technologies that provide concomitant results on a large number of molecules (and other variables). With the advance of artificial intelligence, new NITs may arise from large demographic, biochemical, and radiological data sets.
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Affiliation(s)
- Joana Rigor
- Internal Medicine Department, Unidade Local de Saúde de Póvia de Varzim/Vila do Conde, Vila do Conde, Portugal -
- RISE-UFP, Network of Health Investigation, Fernando Pessoa University, Porto, Portugal -
| | - Maria E Martins
- Internal Medicine Department, Unidade Local de Saúde de Póvia de Varzim/Vila do Conde, Vila do Conde, Portugal
| | - Beatriz Passos
- Internal Medicine Department, Unidade Local de Saúde de Póvia de Varzim/Vila do Conde, Vila do Conde, Portugal
| | - Raquel Oliveira
- Internal Medicine Department, Unidade Local de Saúde de Póvia de Varzim/Vila do Conde, Vila do Conde, Portugal
| | - Daniela Martins-Mendes
- RISE-UFP, Network of Health Investigation, Fernando Pessoa University, Porto, Portugal
- School of Medicine and Biomedical Sciences, Fernando Pessoa University, Porto, Portugal
- FP-I3ID, Fernando Pessoa University, Porto, Portugal
- Department of Biomedicine, Faculty of Medicine, University of Porto, Porto, Portugal
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Pilling D, Martinez TC, Gomer RH. Inhibition of CCl4-induced liver inflammation and fibrosis by a NEU3 inhibitor. PLoS One 2024; 19:e0308060. [PMID: 39570922 PMCID: PMC11581222 DOI: 10.1371/journal.pone.0308060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2024] [Accepted: 09/26/2024] [Indexed: 11/24/2024] Open
Abstract
Sialic acids are located on the ends of many glycoconjugates and are cleaved off by enzymes called sialidases (neuraminidases). Upregulation of neuraminidase 3 (NEU3) is associated with intestinal inflammation and colitis, neuroinflammation, and lung fibrosis. Genetic ablation of NEU3 or pharmacological inhibition of NEU3 reduces lung fibrosis in mice. To determine if inhibiting NEU3 can inhibit liver fibrosis in the commonly-used CCl4 model, in this report, we examined the effects of injections of the NEU3 inhibitor 2-acetyl pyridine (2AP). 2AP inhibited CCl4-induced weight loss in female but not male mice. 2AP attenuated CCl4-induced liver inflammation and fibrosis in male and female mice, but did not affect CCl4-induced steatosis. After CCl4 treatment, female but not male mice had significant increases in liver neutrophils, and 2AP attenuated this response. 2AP also reversed CCl4-induced liver desialylation and CCl4-induced increased expression of NEU3. Patients with pulmonary fibrosis have increased desialylation of some serum proteins, and elevated serum levels of NEU3. We find that sera from patients with nonalcoholic fatty liver disease (NAFLD) and nonalcoholic steatohepatitis (NASH) have elevated desialylation of a serum protein and patients with NAFLD have increased levels of NEU3. These data suggest that elevated levels of NEU3 may be associated with liver inflammation and fibrosis, and that in mice this is ameliorated by injections of a NEU3 inhibitor.
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Affiliation(s)
- Darrell Pilling
- Department of Biology, Texas A&M University, College Station, Texas, United States of America
| | - Trevor C. Martinez
- Department of Biology, Texas A&M University, College Station, Texas, United States of America
| | - Richard H. Gomer
- Department of Biology, Texas A&M University, College Station, Texas, United States of America
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10
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Haghshomar M, Antonacci D, Smith AD, Thaker S, Miller FH, Borhani AA. Diagnostic Accuracy of CT for the Detection of Hepatic Steatosis: A Systematic Review and Meta-Analysis. Radiology 2024; 313:e241171. [PMID: 39499183 DOI: 10.1148/radiol.241171] [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: 11/07/2024]
Abstract
Background CT plays an important role in the opportunistic identification of hepatic steatosis. CT performance for steatosis detection has been inconsistent across various studies, and no clear guidelines on optimum thresholds have been established. Purpose To conduct a systematic review and meta-analysis to assess CT diagnostic accuracy in hepatic steatosis detection and to determine reliable cutoffs for the commonly mentioned measures in the literature. Materials and Methods A systematic search of the PubMed, Embase, and Scopus databases (English-language studies published from September 1977 to January 2024) was performed. Studies evaluating the diagnostic accuracy of noncontrast CT (NCCT), contrast-enhanced (CECT), and dual-energy CT (DECT) for hepatic steatosis detection were included. Reference standards included biopsy, MRI proton density fat fraction (PDFF), or NCCT. In several CECT and DECT studies, NCCT was used as the reference standard, necessitating subgroup analysis. Statistical analysis included a random-effects meta-analysis, assessment of heterogeneity with use of the I2 statistic, and meta-regression to explore potential sources of heterogeneity. When available, mean liver attenuation, liver-spleen attenuation difference, liver to spleen attenuation ratio, and the DECT-derived fat fraction for hepatic steatosis diagnosis were assessed. Results Forty-two studies (14 186 participants) were included. NCCT had a sensitivity and specificity of 72% and 88%, respectively, for steatosis (>5% fat at biopsy) detection and 82% and 94% for at least moderate steatosis (over 20%-33% fat at biopsy) detection. CECT had a sensitivity and specificity of 66% and 90% for steatosis detection and 68% and 93% for at least moderate steatosis detection. DECT had a sensitivity and specificity of 85% and 88% for steatosis detection. In the subgroup analysis, the sensitivity and specificity for detecting steatosis were 80% and 99% for CECT and 84% and 93% for DECT. There was heterogeneity among studies focusing on CECT and DECT. Liver attenuation less than 40-45 HU, liver-spleen attenuation difference less than -5 to 0 HU, and liver to spleen attenuation ratio less than 0.9-1 achieved high specificity for detection of at least moderate steatosis. Conclusion NCCT showed high performance for detection of at least moderate steatosis. © RSNA, 2024 Supplemental material is available for this article.
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Affiliation(s)
- Maryam Haghshomar
- From the Department of Radiology, Northwestern University Feinberg School of Medicine, 676 N St. Clair St, Arkes Family Pavilion, Ste 800, Chicago, IL 60611 (M.H., D.A., S.T., F.H.M., A.A.B.); and Department of Diagnostic Imaging, St. Jude Children's Research Hospital, Memphis, Tenn (A.D.S.)
| | - Dominic Antonacci
- From the Department of Radiology, Northwestern University Feinberg School of Medicine, 676 N St. Clair St, Arkes Family Pavilion, Ste 800, Chicago, IL 60611 (M.H., D.A., S.T., F.H.M., A.A.B.); and Department of Diagnostic Imaging, St. Jude Children's Research Hospital, Memphis, Tenn (A.D.S.)
| | - Andrew D Smith
- From the Department of Radiology, Northwestern University Feinberg School of Medicine, 676 N St. Clair St, Arkes Family Pavilion, Ste 800, Chicago, IL 60611 (M.H., D.A., S.T., F.H.M., A.A.B.); and Department of Diagnostic Imaging, St. Jude Children's Research Hospital, Memphis, Tenn (A.D.S.)
| | - Sarang Thaker
- From the Department of Radiology, Northwestern University Feinberg School of Medicine, 676 N St. Clair St, Arkes Family Pavilion, Ste 800, Chicago, IL 60611 (M.H., D.A., S.T., F.H.M., A.A.B.); and Department of Diagnostic Imaging, St. Jude Children's Research Hospital, Memphis, Tenn (A.D.S.)
| | - Frank H Miller
- From the Department of Radiology, Northwestern University Feinberg School of Medicine, 676 N St. Clair St, Arkes Family Pavilion, Ste 800, Chicago, IL 60611 (M.H., D.A., S.T., F.H.M., A.A.B.); and Department of Diagnostic Imaging, St. Jude Children's Research Hospital, Memphis, Tenn (A.D.S.)
| | - Amir A Borhani
- From the Department of Radiology, Northwestern University Feinberg School of Medicine, 676 N St. Clair St, Arkes Family Pavilion, Ste 800, Chicago, IL 60611 (M.H., D.A., S.T., F.H.M., A.A.B.); and Department of Diagnostic Imaging, St. Jude Children's Research Hospital, Memphis, Tenn (A.D.S.)
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11
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Charu V, Liang JW, Mannalithara A, Kwong A, Tian L, Kim WR. Benchmarking clinical risk prediction algorithms with ensemble machine learning for the noninvasive diagnosis of liver fibrosis in NAFLD. Hepatology 2024; 80:1184-1195. [PMID: 38687634 DOI: 10.1097/hep.0000000000000908] [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: 08/14/2023] [Accepted: 03/18/2024] [Indexed: 05/02/2024]
Abstract
BACKGROUND AND AIMS Ensemble machine-learning methods, like the superlearner, combine multiple models into a single one to enhance predictive accuracy. Here we explore the potential of the superlearner as a benchmarking tool for clinical risk prediction, illustrating the approach to identifying significant liver fibrosis among patients with NAFLD. APPROACH AND RESULTS We used 23 demographic/clinical variables to train superlearner(s) on data from the NASH-clinical research network observational study (n = 648) and validated models with data from the FLINT trial (n = 270) and National Health and Nutrition Examination Survey (NHANES) participants with NAFLD (n = 1244). Comparing the superlearner's performance to existing models (Fibrosis-4 [FIB-4], NAFLD fibrosis score, Forns, AST to Platelet Ratio Index [APRI], BARD, and Steatosis-Associated Fibrosis Estimator [SAFE]), it exhibited strong discriminative ability in the FLINT and NHANES validation sets, with AUCs of 0.79 (95% CI: 0.73-0.84) and 0.74 (95% CI: 0.68-0.79) respectively. CONCLUSIONS Notably, the SAFE score performed similarly to the superlearner, both of which outperformed FIB-4, APRI, Forns, and BARD scores in the validation data sets. Surprisingly, the superlearner derived from 12 base models matched the performance of one with 90 base models. Overall, the superlearner, being the "best-in-class" machine-learning predictor, excelled in detecting fibrotic NASH, and this approach can be used to benchmark the performance of conventional clinical risk prediction models.
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Affiliation(s)
- Vivek Charu
- Quantitative Sciences Unit, Department of Medicine, Stanford University School of Medicine, Stanford, California, USA
- Department of Pathology, Stanford University School of Medicine, Stanford, California, USA
| | - Jane W Liang
- Quantitative Sciences Unit, Department of Medicine, Stanford University School of Medicine, Stanford, California, USA
| | - Ajitha Mannalithara
- Department of Medicine, Division of Gastroenterology and Hepatology, Stanford University School of Medicine, Stanford, California, USA
| | - Allison Kwong
- Department of Medicine, Division of Gastroenterology and Hepatology, Stanford University School of Medicine, Stanford, California, USA
| | - Lu Tian
- Department of Biomedical Data Sciences, Stanford University School of Medicine, Stanford, California, USA
| | - W Ray Kim
- Department of Medicine, Division of Gastroenterology and Hepatology, Stanford University School of Medicine, Stanford, California, USA
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12
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Chalasani N, Vilar-Gomez E, Loomba R, Yates KP, Diehl AM, Neuschwander-Tetri BA, Dasarathy S, Kowdley KV, Terrault N, Wilson LA, Tonascia J, Sanyal A. PNPLA3 rs738409, age, diabetes, sex, and advanced fibrosis jointly contribute to the risk of major adverse liver outcomes in metabolic dysfunction-associated steatotic liver disease. Hepatology 2024; 80:1212-1226. [PMID: 38652636 PMCID: PMC11798878 DOI: 10.1097/hep.0000000000000896] [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: 12/20/2023] [Accepted: 03/18/2024] [Indexed: 04/25/2024]
Abstract
BACKGROUND AND AIMS The patatin-like phospholipase domain-containing protein 3 ( PNPLA3 ) rs738409 variant is associated with steatotic liver disease and its progression. We examined the association between PNPLA3 and the development of major adverse liver outcomes (MALOs) and how nonmodifiable and modifiable conditions modify this relationship. APPROACH AND RESULTS A total of 2075 adults with biopsy-confirmed metabolic dysfunction-associated steatotic liver disease (MASLD) were enrolled in the metabolic dysfunction-associated steatohepatitis Clinical Research Network (MASH CRN) studies and followed prospectively until death, transplant, or withdrawal of consent. One hundred four MALOs were recorded during an average of 4.3 years. PNPLA3 G-allele (Adj. sub-hazard ratio (sHR): 1.4, 95% CI: 1.07-1.8), advanced fibrosis (AF) (Adj. sHR: 7.8, 95% CI: 4.4-13.8), age >60 years (Adj. sHR: 2.9, 95% CI: 1.3-6.8), and type 2 diabetes mellitus (Adj. sHR: 2.8, 95% CI: 1.8-4.2) were associated with MALO. Among participants with AF, those carrying the G-allele displayed the highest cumulative incidence of MALO (85%) versus noncarriers (53%), p =0.03, and p -value for interaction <0.01. The strength of the association between PNPLA3 and MALO was statistically significantly greater among older than 60 years (sHR: 2.1, 95% CI: 1.5-2.8), women (sHR: 1.4, 95% CI: 1.1-1.9), and those with AF (sHR: 1.9, 95% CI: 1.5-2.4) or type 2 diabetes mellitus (sHR: 2.1, 95% CI: 1.5-2.8) as compared with their counterparts, p -value for interaction between PNPLA3 and each factor<0.01. CONCLUSIONS The deleterious effects of PNPLA3 rs738409 on the risk of MALO are significantly worsened by AF, age, type 2 diabetes mellitus, and sex.
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Affiliation(s)
- Naga Chalasani
- Division of Gastroenterology, and Hepatology, Indiana University School of Medicine, Indiana University Health, Indianapolis, IN
| | - Eduardo Vilar-Gomez
- Division of Gastroenterology, and Hepatology, Indiana University School of Medicine, Indiana University Health, Indianapolis, IN
| | - Rohit Loomba
- MASLD Research Center, Division of Gastroenterology, and Hepatology, University of California, San Diego School of Medicine, La Jolla, CA
| | | | - Anna Mae Diehl
- Division of Gastroenterology, Duke University Medical Center, Durham, North Carolina
| | | | | | | | - Norah Terrault
- Division of Gastrointestinal and Liver Diseases, University of Southern California, Los Angeles, California
| | - Laura A. Wilson
- Department of Epidemiology, Johns Hopkins University, Baltimore, MD
| | - James Tonascia
- Department of Biostatistics and Epidemiology, Johns Hopkins University, Baltimore, MD
| | - Arun Sanyal
- Division of Gastroenterology, and Hepatology, Virginia Commonwealth University, Richmond, VA
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Dabbah S, Mishani I, Davidov Y, Ben Ari Z. Implementation of Machine Learning Algorithms to Screen for Advanced Liver Fibrosis in Metabolic Dysfunction-Associated Steatotic Liver Disease: An In-Depth Explanatory Analysis. Digestion 2024:1-14. [PMID: 39462487 DOI: 10.1159/000542241] [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: 05/18/2024] [Accepted: 10/21/2024] [Indexed: 10/29/2024]
Abstract
INTRODUCTION This study aimed to train machine learning algorithms (MLAs) to detect advanced fibrosis (AF) in metabolic dysfunction-associated steatotic liver disease (MASLD) patients at the level of primary care setting and to explain the predictions to ensure responsible use by clinicians. METHODS Readily available features of 618 MASLD patients followed up at a tertiary center were used to train five MLAs. AF was defined as liver stiffness ≥9.3 kPa, measured via 2-dimension shear wave elastography (n = 495) or liver biopsy ≥F3 (n = 123). MLAs were compared to Fibrosis-4 index (FIB-4) and non-alcoholic fatty liver disease (NAFLD) fibrosis score (NFS) on 540 MASLD patients from the primary care setting as validation. Feature importance, partial dependence, and shapely additive explanations (SHAPs) were utilized for explanation. RESULTS Extreme gradient boosting (XGBoost) achieved an AUC = 0.91, outperforming FIB-4 (AUC = 0.78) and NFS (AUC = 0.81, both p < 0.05) with specificity = 76% versus 59% and 48% for FIB-4 ≥1.3 and NFS ≥-1.45, respectively (p < 0.05). Its sensitivity (91%) was superior to FIB-4 (79%). XGBoost confidently excluded AF (negative predictive value = 99%) with the highest positive predictive value (31%), superior to FIB-4 and NFS (all p < 0.05). The most important features were HbA1c and gamma glutamyl transpeptidase (GGT) with a steep increase in AF probability at HbA1c >6.5%. The strongest interaction was between AST and age. XGBoost, but not logistic regression, extracted informative patterns from ALT, low-density lipoprotein cholesterol, and alkaline phosphatase (p < 0.001). One-quarter of the false positives (FPs) were correctly reclassified with only one additional false negative based on the SHAP values of GGT, platelets, and ALT which were found to be associated with a FP classification. CONCLUSIONS An explainable XGBoost algorithm was demonstrated superior to FIB-4 and NFS for screening of AF in MASLD patients at the primary care setting. The algorithm also proved safe for use as clinicians can understand the predictions and flag FP classifications.
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Affiliation(s)
- Shoham Dabbah
- Liver Diseases Center, Sheba Medical Center, Ramat Gan, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
- Division of Internal Medicine, Sheba Medical Center, Ramat Gan, Israel
| | - Itamar Mishani
- Robotics Institute, Carnegie-Mellon University, Pittsburgh, Pennsylvania, USA
| | - Yana Davidov
- Liver Diseases Center, Sheba Medical Center, Ramat Gan, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
- Division of Internal Medicine, Sheba Medical Center, Ramat Gan, Israel
| | - Ziv Ben Ari
- Liver Diseases Center, Sheba Medical Center, Ramat Gan, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
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14
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Gawrieh S, Vilar-Gomez E, Wilson LA, Pike F, Kleiner DE, Neuschwander-Tetri BA, Diehl AM, Dasarathy S, Kowdley KV, Hameed B, Tonascia J, Loomba R, Sanyal AJ, Chalasani N. Increases and decreases in liver stiffness measurement are independently associated with the risk of liver-related events in NAFLD. J Hepatol 2024; 81:600-608. [PMID: 38762169 PMCID: PMC11410523 DOI: 10.1016/j.jhep.2024.05.008] [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: 07/05/2023] [Revised: 04/29/2024] [Accepted: 05/06/2024] [Indexed: 05/20/2024]
Abstract
BACKGROUND & AIMS The clinical significance of change in liver stiffness measurement (LSM) by vibration-controlled transient elastography (VCTE) in patients with non-alcoholic fatty liver disease (NAFLD) is not well-understood. We prospectively defined rates of progression to and regression from LSM-defined compensated advanced chronic liver disease (cACLD) and their associations with liver-related events (LREs). METHODS Participants in the NASH Clinical Research Network-led NAFLD Database 2 and 3 studies were included. Progression to cACLD was defined as reaching LSM ≥10 kPa in participants with LSM <10 kPa on initial VCTE; regression from cACLD was defined as reaching LSM <10 kPa in participants with baseline LSM ≥10 kPa. LREs were defined as liver-related death, liver transplant, hepatocellular carcinoma, MELD >15, development of varices, or hepatic decompensation. Univariate and multivariable interval-censored Cox regression analyses were used to compare the cumulative LRE probability by LSM progression and regression status. RESULTS In 1,403 participants, 89 LREs developed over a mean follow-up of 4.4 years, with an annual incidence rate for LREs of 1.5 (95% CI 1.2-1.8). In participants at risk, progression to LSM ≥10 or ≥15 kPa occurred in 29% and 17%, respectively, whereas regression to LSM <10 or <15 kPa occurred in 44% and 49%, respectively. Progressors to cACLD (≥10 kPa) experienced a higher cumulative LRE rate vs. non-progressors (16% vs. 4%, adjusted hazard ratio 4.0; 95% (1.8-8.9); p <0.01). Regressors from cACLD (to LSM <10 kPa) experienced a lower LRE rate than non-regressors (7% vs. 32%, adjusted hazard ratio 0.25; 95% CI 0.10-0.61; p <0.01). CONCLUSIONS Change in LSM over time is independently and bi-directionally associated with risk of LRE and is a non-invasive surrogate for clinical outcomes in patients with NAFLD. IMPACT AND IMPLICATIONS The prognostic value of change in LSM in patients with NAFLD is not well understood. In this large prospective study of patients with NAFLD and serial vibration-controlled transient elastography exams, baseline and dynamic changes in LSM were associated with the risk of developing liver-related events. LSM is a useful non-invasive surrogate of clinical outcomes in patients with NAFLD.
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Affiliation(s)
- Samer Gawrieh
- Division of Gastroenterology and Hepatology, Indiana University, Indianapolis, IN, United States
| | - Eduardo Vilar-Gomez
- Division of Gastroenterology and Hepatology, Indiana University, Indianapolis, IN, United States
| | - Laura A Wilson
- Department of Epidemiology, Johns Hopkins University, Baltimore, MD, United States
| | - Francis Pike
- Department of Biostatistics and Health Data Science, Indiana University, Indianapolis, IN, United States
| | - David E Kleiner
- Laboratory of Pathology, National Cancer Institute, Bethesda, MD, United States
| | | | - Anna Mae Diehl
- Division of Gastroenterology and Hepatology, Duke University, Durham, NC, United States
| | - Srinivasan Dasarathy
- Division of Gastroenterology and Hepatology, Cleveland Clinic Foundation, Cleveland, OH, United States
| | | | - Bilal Hameed
- Division of Gastroenterology and Hepatology, University of California, San Francisco, CA, United States
| | - James Tonascia
- Department of Epidemiology, Johns Hopkins University, Baltimore, MD, United States
| | - Rohit Loomba
- Division of Gastroenterology and Hepatology, University of California, San Diego, CA, United States
| | - Arun J Sanyal
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University, Richmond, VA, United States
| | - Naga Chalasani
- Division of Gastroenterology and Hepatology, Indiana University, Indianapolis, IN, United States.
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Crommen S, Rheinwalt KP, Plamper A, Rösler D, Weinhold L, Metzner C, Egert S. Prognostic Characteristics of Metabolic Dysfunction-Associated Steatotic Liver in Patients with Obesity Who Undergo One Anastomosis Gastric Bypass Surgery: A Secondary Analysis of Randomized Controlled Trial Data. Nutrients 2024; 16:3210. [PMID: 39339810 PMCID: PMC11435136 DOI: 10.3390/nu16183210] [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: 09/04/2024] [Revised: 09/16/2024] [Accepted: 09/19/2024] [Indexed: 09/30/2024] Open
Abstract
BACKGROUND/OBJECTIVES Metabolic dysfunction-associated steatotic liver disease (MASLD) is closely associated with obesity and insulin resistance (IR). Identifying characteristics that predict a higher risk of fibrosis using noninvasive methods is particularly important. METHODS We performed a secondary analysis of data from an RCT of 48 patients after one anastomosis gastric bypass (OAGB) surgery, supplemented with specifically formulated probiotics and micronutrients or control treatment for 12 weeks. Patients were categorized using alanine aminotransferase (ALAT; >35 U/L for women, >50 U/L for men), higher NAFLD fibrosis score (NFS) > -1.455), and IR (HOMA-IR > 2.0). This trial was registered at Clinicaltrials.gov (ID: NCT03585413). RESULTS Abnormal ALAT was associated with high triglycerides, blood pressure (BP), glucose, and fatty liver index (FLI). NFS > -1.455 was linked to higher age, body mass, waist circumference, and FLI, and lower albumin and platelet count. HOMA-IR > 2.0 was associated with higher BP and triglycerides, lower HDL-cholesterol, higher serum transaminases, and higher probabilities of steatosis and fibrosis. Twelve weeks postoperatively, patients with NFS > -1.455 showed greater reductions in body mass, systolic BP, serum insulin, and HbA1c, whereas those with NFS ≤ -1.455 showed improvements in FLI and lipid metabolism but had high glucose concentrations. Patients with HOMA-IR ≤ 2.0 also had high glucose concentrations. CONCLUSIONS The evaluation of common biomarker scores for fibrosis and IR may help clinicians to recognize severe NAFLD and improve the outcomes of OAGB surgery.
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Affiliation(s)
- Silke Crommen
- Institute of Nutritional and Food Sciences, Nutritional Physiology, University of Bonn, 53113 Bonn, Germany;
| | - Karl Peter Rheinwalt
- Department of Bariatric, Metabolic and Plastic Surgery, Cellitinnen-Krankenhaus St. Franziskus Cologne, 50825 Cologne, Germany; (K.P.R.); (A.P.)
| | - Andreas Plamper
- Department of Bariatric, Metabolic and Plastic Surgery, Cellitinnen-Krankenhaus St. Franziskus Cologne, 50825 Cologne, Germany; (K.P.R.); (A.P.)
| | - Daniela Rösler
- Bonn Education Association for Dietetics r.A., 50935 Cologne, Germany; (D.R.); (C.M.)
| | - Leonie Weinhold
- Institute of Medical Biometry, Informatics and Epidemiology, University Hospital Bonn, 53127 Bonn, Germany;
| | - Christine Metzner
- Bonn Education Association for Dietetics r.A., 50935 Cologne, Germany; (D.R.); (C.M.)
- Medical Clinic III—Department of Gastroenterology, Metabolic Disorders and Internal Intensive Care, University Hospital RWTH Aachen, 52074 Aachen, Germany
| | - Sarah Egert
- Institute of Nutritional and Food Sciences, Nutritional Physiology, University of Bonn, 53113 Bonn, Germany;
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Li M, Lin Y, Yu H, Lin W, Chen J, Yang Y, Wu B. The steatosis-associated fibrosis estimator (SAFE) outperformed the FIB-4 score in screening the population for liver disease. Ann Hepatol 2024; 29:101516. [PMID: 38851395 DOI: 10.1016/j.aohep.2024.101516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Revised: 03/18/2024] [Accepted: 04/19/2024] [Indexed: 06/10/2024]
Abstract
INTRODUCTION AND OBJECTIVES Assessing fibrosis risk noninvasively is essential. The steatosis-associated fibrosis estimator (SAFE) score shows promise but needs validation. PATIENTS AND METHODS This was a three-part study. In part 1, we compared the SAFE score with the Fibrosis-4 (FIB-4) and NAFLD fibrosis score (NFS) in the National Health and Nutrition Examination Survey (NHANES) cohort (2017-2020), using transient elastography (TE) as screening reference. In part 2, we examined patients who underwent liver biopsies at an Asian center between 2018 and 2020 to assess these models in various liver diseases. In part 3, the SAFE score was applied to adults in the NHANES cohort (1999-2016) to assess the correlation with mortality. RESULTS In part 1, we studied 6,677 patients, comprising 595 screening positive (TE ≥8 kPa). SAFE (cutoff 100) displayed a lower proportion of false positives (10.4 %) than FIB-4 (cutoff 1.3) and NFS (cutoff -1.455) (22.1 % and 43.6 %) while retaining a low proportion of false negatives (5.5 %). In part 2, SAFE outperformed FIB-4 (P = 0.04) and NFS (P = 0.04) in staging significant fibrosis (≥S2) in NAFLD and had similar accuracies in other etiologies. In part 3, the FIB-4, NFS, and SAFE score were associated with all-cause mortality in the general population, with c-statistics of 0.738, 0.736, and 0.759, respectively. CONCLUSIONS The SAFE score reduced futile referrals more effectively than FIB-4 without raising the missed TE ≥ 8 kPa rate. It correlated with all-cause mortality in the general population and excelled in staging significant fibrosis in NAFLD.
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Affiliation(s)
- Mingkai Li
- Department of Gastroenterology, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou 510630, People's Republic of China
| | - Ying Lin
- Department of Gastroenterology, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou 510630, People's Republic of China
| | - Hongsheng Yu
- Department of Gastroenterology, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou 510630, People's Republic of China
| | - Weichun Lin
- Department of Gastroenterology, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou 510630, People's Republic of China
| | - Jianning Chen
- Department of Pathology, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou 510630, People's Republic of China
| | - Yidong Yang
- Department of Gastroenterology, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou 510630, People's Republic of China
| | - Bin Wu
- Department of Gastroenterology, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou 510630, People's Republic of China.
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Sergi CM. NAFLD (MASLD)/NASH (MASH): Does It Bother to Label at All? A Comprehensive Narrative Review. Int J Mol Sci 2024; 25:8462. [PMID: 39126031 PMCID: PMC11313354 DOI: 10.3390/ijms25158462] [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: 05/03/2024] [Revised: 07/29/2024] [Accepted: 07/30/2024] [Indexed: 08/12/2024] Open
Abstract
Nonalcoholic fatty liver disease (NAFLD), or metabolic dysfunction-associated steatotic liver disease (MASLD), is a liver condition that is linked to overweight, obesity, diabetes mellitus, and metabolic syndrome. Nonalcoholic steatohepatitis (NASH), or metabolic dysfunction-associated steatohepatitis (MASH), is a form of NAFLD/MASLD that progresses over time. While steatosis is a prominent histological characteristic and recognizable grossly and microscopically, liver biopsies of individuals with NASH/MASH may exhibit several other abnormalities, such as mononuclear inflammation in the portal and lobular regions, hepatocellular damage characterized by ballooning and programmed cell death (apoptosis), misfolded hepatocytic protein inclusions (Mallory-Denk bodies, MDBs), megamitochondria as hyaline inclusions, and fibrosis. Ballooning hepatocellular damage remains the defining feature of NASH/MASH. The fibrosis pattern is characterized by the initial expression of perisinusoidal fibrosis ("chicken wire") and fibrosis surrounding the central veins. Children may have an alternative form of progressive NAFLD/MASLD characterized by steatosis, inflammation, and fibrosis, mainly in Rappaport zone 1 of the liver acinus. To identify, synthesize, and analyze the scientific knowledge produced regarding the implications of using a score for evaluating NAFLD/MASLD in a comprehensive narrative review. The search for articles was conducted between 1 January 2000 and 31 December 2023, on the PubMed/MEDLINE, Scopus, Web of Science, and Cochrane databases. This search was complemented by a gray search, including internet browsers (e.g., Google) and textbooks. The following research question guided the study: "What are the basic data on using a score for evaluating NAFLD/MASLD?" All stages of the selection process were carried out by the single author. Of the 1783 articles found, 75 were included in the sample for analysis, which was implemented with an additional 25 articles from references and gray literature. The studies analyzed indicated the beneficial effects of scoring liver biopsies. Although similarity between alcoholic steatohepatitis (ASH) and NASH/MASH occurs, some patterns of hepatocellular damage seen in alcoholic disease of the liver do not happen in NASH/MASH, including cholestatic featuring steatohepatitis, alcoholic foamy degeneration, and sclerosing predominant hyaline necrosis. Generally, neutrophilic-rich cellular infiltrates, prominent hyaline inclusions and MDBs, cholestasis, and obvious pericellular sinusoidal fibrosis should favor the diagnosis of alcohol-induced hepatocellular injury over NASH/MASH. Multiple grading and staging methods are available for implementation in investigations and clinical trials, each possessing merits and drawbacks. The systems primarily used are the Brunt, the NASH CRN (NASH Clinical Research Network), and the SAF (steatosis, activity, and fibrosis) systems. Clinical investigations have utilized several approaches to link laboratory and demographic observations with histology findings with optimal platforms for clinical trials of rapidly commercialized drugs. It is promising that machine learning procedures (artificial intelligence) may be critical for developing new platforms to evaluate the benefits of current and future drug formulations.
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Affiliation(s)
- Consolato M. Sergi
- Department of Laboratory Medicine, University of Alberta, Edmonton, AB T6G 2B7, Canada; ; Tel.: +1-613-737-7600 (ext. 2427); Fax: +1-613-738-4837
- Children’s Hospital of Eastern Ontario, University of Ottawa, Ottawa, ON K1H 8L1, Canada
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18
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Becker EC, Siddique O, O'Sullivan DM, Dar W, Einstein M, Morgan G, Emmanuel B, Sotil EU, Richardson E, Serrano OK. Disparities in Liver Transplantation for Nonalcoholic Steatohepatitis in Women. Transplantation 2024; 108:e181-e186. [PMID: 38419160 DOI: 10.1097/tp.0000000000004964] [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: 03/02/2024]
Abstract
BACKGROUND Nonalcoholic steatohepatitis (NASH) is the fastest-growing indication for liver transplantation (LT). Sex disparities among patients with cirrhosis on the LT waitlist are well known. We wanted to understand these disparities further in women with end-stage liver disease patients listed for NASH cirrhosis in a contemporary cohort. METHODS We used data from the Scientific Registry of Transplant Recipients to assess sex racial, and ethnic differences in NASH patients listed for LT. Adults transplanted from August 1997 to June 2021 were included. Inferential statistics were used to evaluate differences with univariate and multivariate comparisons, including competitive risk analysis. RESULTS During the study time period, we evaluated 12 844 LT for NASH cirrhosis. Women were transplanted at a lower rate (46.5% versus 53.5%; P < 0.001) and higher model for end-stage liver disease (MELD) (23.8 versus 22.6; P < 0.001) than men. Non-White women were transplanted at a higher MELD (26.1 versus 23.1; P < 0.001) than White women and non-White male patients (26.1 versus 24.8; P < 0.001). Graft and patient survivals were significantly different ( P < 0.001) between non-White women and White women and men (White and non-White). CONCLUSIONS Evaluation of LT candidates in the United States demonstrates women with NASH cirrhosis have a higher MELD than men at LT. Additional disparities exist among non-White women with NASH as they have higher MELD and creatinine at LT compared with White women. After LT, non-White women have worse graft and patient survival compared with men or White women. These data indicate that non-White women with NASH are the most vulnerable on the LT waitlist.
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Affiliation(s)
- Erica C Becker
- Department of Internal Medicine, University of Connecticut Health, Farmington, CT
| | - Osama Siddique
- Department of Gastroenterology, Hartford Hospital, Hartford, CT
| | - David M O'Sullivan
- Department of Research Administration, Hartford HealthCare, Hartford, CT
| | - Wasim Dar
- Transplant Program, Hartford Hospital, Hartford, CT
- Department of Surgery, University of Connecticut Health, Farmington, CT
| | - Michael Einstein
- Department of Internal Medicine, University of Connecticut Health, Farmington, CT
- Transplant Program, Hartford Hospital, Hartford, CT
| | - Glyn Morgan
- Transplant Program, Hartford Hospital, Hartford, CT
- Department of Surgery, University of Connecticut Health, Farmington, CT
| | - Bishoy Emmanuel
- Transplant Program, Hartford Hospital, Hartford, CT
- Department of Surgery, University of Connecticut Health, Farmington, CT
| | - Eva U Sotil
- Department of Internal Medicine, University of Connecticut Health, Farmington, CT
- Transplant Program, Hartford Hospital, Hartford, CT
| | - Elizabeth Richardson
- Department of Internal Medicine, University of Connecticut Health, Farmington, CT
- Transplant Program, Hartford Hospital, Hartford, CT
| | - Oscar K Serrano
- Transplant Program, Hartford Hospital, Hartford, CT
- Department of Surgery, University of Connecticut Health, Farmington, CT
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19
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Li Y, Dai C, Ruan Y, Yang H, Zeng H, Huang R, Wang J, Dai M, Hao J, Wang L, Li J, Yan X, Lu Z, Ji F. Metabolic dysfunction-associated fatty liver disease and nonalcoholic fatty liver disease from clinical to pathological characteristics: a multi-center cross-sectional study in real world. Postgrad Med J 2024; 100:319-326. [PMID: 38272486 DOI: 10.1093/postmj/qgae007] [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: 07/29/2023] [Revised: 11/17/2023] [Accepted: 01/04/2024] [Indexed: 01/27/2024]
Abstract
BACKGROUND The evaluation of patients with fatty liver as defined by metabolic dysfunction-associated fatty liver disease (MAFLD) in the real world remains poorly researched. This study aimed to analyse the clinical and histological features of patients with MAFLD and nonalcoholic fatty liver disease (NAFLD) and to characterize each metabolic subgroup of MAFLD. METHODS A total of 2563 patients with fatty liver confirmed by ultrasonography and/or magnetic resonance tomography and/or liver biopsy-proven from three hospitals in China were included in the study. Patients were divided into different groups according to diagnostic criteria for MAFLD and NAFLD, and MAFLD into different subgroups. RESULTS There were 2337 (91.2%) patients fitting the MAFLD criteria, and 2095 (81.7%) fitting the NAFLD criteria. Compared to patients with NAFLD, those with MAFLD were more likely to be male, had more metabolic traits, higher liver enzyme levels, and noninvasive fibrosis scores. Among the patients with liver biopsy, the extent of advanced fibrosis in cases with MAFLD was significantly higher than those with NAFLD, 31.8% versus 5.2% (P < .001); there was no significant difference in advanced fibrosis between obese cases and lean individuals in MAFLD (P > .05); MAFLD complicated with diabetes had significantly higher advanced fibrosis than those without diabetes (43.3% and 17.2%, respectively; P < .001). CONCLUSIONS Patients with MAFLD have a higher degree of liver fibrosis than NAFLD patients. In addition, diabetic patients should be screened for fatty liver and liver fibrosis degree.
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Affiliation(s)
- Yan Li
- Graduate School of Xuzhou Medical University, Xuzhou, Jiangsu, 221004, China
| | - Changyong Dai
- Graduate School of Xuzhou Medical University, Xuzhou, Jiangsu, 221004, China
- Department of Infectious Diseases, Huaian Hospital of Huaian City, Huaian, Jiangsu, 223200, China
| | - Yuhua Ruan
- Graduate School of Xuzhou Medical University, Xuzhou, Jiangsu, 221004, China
| | - Haiqing Yang
- Graduate School of Xuzhou Medical University, Xuzhou, Jiangsu, 221004, China
| | - Huang Zeng
- Graduate School of Xuzhou Medical University, Xuzhou, Jiangsu, 221004, China
| | - Rui Huang
- Department of Infectious Diseases, Nanjing Drum Tower Hospital, the Affiliated Hospital of Nanjing University Medical School, Nanjing, Jiangsu, 210008, China
| | - Jialu Wang
- Graduate School of Xuzhou Medical University, Xuzhou, Jiangsu, 221004, China
| | - Mingjia Dai
- Department of Infection and Hepatology, Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, 221002, China
| | - Jungui Hao
- Department of Infection and Hepatology, Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, 221002, China
| | - Liping Wang
- Department of Infection and Hepatology, Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, 221002, China
| | - Jie Li
- Department of Infectious Diseases, Nanjing Drum Tower Hospital, the Affiliated Hospital of Nanjing University Medical School, Nanjing, Jiangsu, 210008, China
| | - Xuebing Yan
- Department of Infection and Hepatology, Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, 221002, China
| | - Zhonghua Lu
- Department of Liver Disease, Affiliated Wuxi Fifth Hospital of Jiangnan University, Wuxi, Jiangsu, 214011, China
| | - Fang Ji
- Department of Infection and Hepatology, Affiliated Hospital of Xuzhou Medical University, Xuzhou, Jiangsu, 221002, China
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20
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Biryukova EV. Non-alcoholic fatty liver disease: a current challenge of interdisciplinary research. MEDITSINSKIY SOVET = MEDICAL COUNCIL 2024:72-80. [DOI: 10.21518/ms2024-159] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/06/2025]
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21
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Cao L, An Y, Liu H, Jiang J, Liu W, Zhou Y, Shi M, Dai W, Lv Y, Zhao Y, Lu Y, Chen L, Xia Y. Global epidemiology of type 2 diabetes in patients with NAFLD or MAFLD: a systematic review and meta-analysis. BMC Med 2024; 22:101. [PMID: 38448943 PMCID: PMC10919055 DOI: 10.1186/s12916-024-03315-0] [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: 08/01/2023] [Accepted: 02/23/2024] [Indexed: 03/08/2024] Open
Abstract
BACKGROUND Non-alcoholic fatty liver disease (NAFLD) and metabolic-associated fatty liver disease (MAFLD) shares common pathophysiological mechanisms with type 2 diabetes, making them significant risk factors for type 2 diabetes. The present study aimed to assess the epidemiological feature of type 2 diabetes in patients with NAFLD or MAFLD at global levels. METHODS Published studies were searched for terms that included type 2 diabetes, and NAFLD or MAFLD using PubMed, EMBASE, MEDLINE, and Web of Science databases from their inception to December 2022. The pooled global and regional prevalence and incidence density of type 2 diabetes in patients with NAFLD or MAFLD were evaluated using random-effects meta-analysis. Potential sources of heterogeneity were investigated using stratified meta-analysis and meta-regression. RESULTS A total of 395 studies (6,878,568 participants with NAFLD; 1,172,637 participants with MAFLD) from 40 countries or areas were included in the meta-analysis. The pooled prevalence of type 2 diabetes among NAFLD or MAFLD patients was 28.3% (95% confidence interval 25.2-31.6%) and 26.2% (23.9-28.6%) globally. The incidence density of type 2 diabetes in NAFLD or MAFLD patients was 24.6 per 1000-person year (20.7 to 29.2) and 26.9 per 1000-person year (7.3 to 44.4), respectively. CONCLUSIONS The present study describes the global prevalence and incidence of type 2 diabetes in patients with NAFLD or MAFLD. The study findings serve as a valuable resource to assess the global clinical and economic impact of type 2 diabetes in patients with NAFLD or MAFLD.
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Affiliation(s)
- Limin Cao
- The Third Central Hospital of Tianjin, Tianjin, China
| | - Yu An
- Department of Endocrinology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
| | - Huiyuan Liu
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, No. 36, San Hao Street, Shenyang, Liaoning, 110004, China
- Liaoning Key Laboratory of Precision Medical Research On Major Chronic Disease, Liaoning Province, Shenyang, China
| | - Jinguo Jiang
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, No. 36, San Hao Street, Shenyang, Liaoning, 110004, China
- Liaoning Key Laboratory of Precision Medical Research On Major Chronic Disease, Liaoning Province, Shenyang, China
| | - Wenqi Liu
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, No. 36, San Hao Street, Shenyang, Liaoning, 110004, China
- Liaoning Key Laboratory of Precision Medical Research On Major Chronic Disease, Liaoning Province, Shenyang, China
| | - Yuhan Zhou
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, No. 36, San Hao Street, Shenyang, Liaoning, 110004, China
- Liaoning Key Laboratory of Precision Medical Research On Major Chronic Disease, Liaoning Province, Shenyang, China
| | - Mengyuan Shi
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, No. 36, San Hao Street, Shenyang, Liaoning, 110004, China
- Liaoning Key Laboratory of Precision Medical Research On Major Chronic Disease, Liaoning Province, Shenyang, China
| | - Wei Dai
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, No. 36, San Hao Street, Shenyang, Liaoning, 110004, China
- Liaoning Key Laboratory of Precision Medical Research On Major Chronic Disease, Liaoning Province, Shenyang, China
| | - Yanling Lv
- Department of Nutrition and Food Hygiene, Hubei Key Laboratory of Food Nutrition and Safety, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Yuhong Zhao
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, No. 36, San Hao Street, Shenyang, Liaoning, 110004, China
- Liaoning Key Laboratory of Precision Medical Research On Major Chronic Disease, Liaoning Province, Shenyang, China
| | - Yanhui Lu
- School of Nursing, Peking University, 38 Xueyuan Rd, Haidian District, Beijing, 100191, China.
| | - Liangkai Chen
- Department of Nutrition and Food Hygiene, Hubei Key Laboratory of Food Nutrition and Safety, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.
| | - Yang Xia
- Department of Clinical Epidemiology, Shengjing Hospital of China Medical University, No. 36, San Hao Street, Shenyang, Liaoning, 110004, China.
- Liaoning Key Laboratory of Precision Medical Research On Major Chronic Disease, Liaoning Province, Shenyang, China.
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22
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Hong S, Sun L, Hao Y, Li P, Zhou Y, Liang X, Hu J, Wei H. From NAFLD to MASLD: When metabolic comorbidity matters. Ann Hepatol 2024; 29:101281. [PMID: 38135250 DOI: 10.1016/j.aohep.2023.101281] [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: 08/23/2023] [Revised: 11/27/2023] [Accepted: 12/04/2023] [Indexed: 12/24/2023]
Abstract
INTRODUCTION AND OBJECTIVES In a recent development, a cohort of hepatologists has proposed altering the nomenclature of non-alcoholic fatty liver disease (NAFLD) to metabolic-associated steatotic liver disease (MASLD), accompanied by modified diagnostic criteria. Our objective was to investigate the effect of the revised definition on identifying significant hepatic fibrosis. PATIENTS AND METHODS From Jan 2009 to Dec 2022, a total of 428 patients with biopsy-proven hepatic steatosis were diagnosed with NAFLD. Patients were classified into subgroups according to MASLD and Cryptogenic-SLD diagnostic criteria. The clinical pathological features were compared between these two groups. Risk factors for significant fibrosis were analysed in the MASLD group. In total, 329 (76.9 %) patients were diagnosed with MASLD, and 99 (23.1 %) were diagnosed with Cryptogenic-SLD. RESULTS Those with MASLD exhibited a higher degree of disease severity regarding histology features than Cryptogenic-SLD. The prevalence of significant fibrosis increased from 13 % to 26.6 % for one and two criteria present to 42.5 % for meeting three or more cardiometabolic risk factor (CMRF) criteria (p = 0.001). ALB (aOR:0.94,95 %CI:0.90-1.00; p = 0.030), lower levels of PLT (aOR:0.99, 95 %CI:0.99-1.00; p < 0.001), and more metabolic comorbidities (aOR:1.42,95 %CI:1.14-1.78; p = 0.012) were independent risk factors of significant fibrosis in MASLD. CONCLUSIONS The new nomenclature of MASLD and SLD is more applicable to identifying significant fibrosis than NAFLD. Patients with three or more cardiometabolic risk factors are at higher risk of fibrosis.
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Affiliation(s)
- Shan Hong
- Department of Gastroenterology, Beijing Ditan Hospital, Capital Medical University, Beijing, China
| | - Lei Sun
- Department of Pathology, Beijing Ditan Hospital, Capital Medical University, Beijing, China
| | - Yiwei Hao
- Department of Medical Records and Statistics, Beijing Ditan Hospital, Capital Medical University, Beijing, China
| | - Ping Li
- Department of Gastroenterology, Beijing Ditan Hospital, Capital Medical University, Beijing, China
| | - Yuling Zhou
- Department of Gastroenterology, Beijing Ditan Hospital, Capital Medical University, Beijing, China
| | - Xiuxia Liang
- Department of Gastroenterology, Beijing Ditan Hospital, Capital Medical University, Beijing, China
| | - Julong Hu
- Department of Gastroenterology, Beijing Ditan Hospital, Capital Medical University, Beijing, China
| | - Hongshan Wei
- Department of Gastroenterology, Beijing Ditan Hospital, Capital Medical University, Beijing, China.
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Gawrieh S, Vilar-Gomez E, Woreta TA, Lake JE, Wilson LA, Price JC, Naggie S, Sterling RK, Heath S, Corey KE, Cachay ER, Ajmera V, Tonascia J, Sulkowski MS, Chalasani N, Loomba R. Prevalence of steatotic liver disease, MASLD, MetALD and significant fibrosis in people with HIV in the United States. Aliment Pharmacol Ther 2024; 59:666-679. [PMID: 38158589 PMCID: PMC10922859 DOI: 10.1111/apt.17849] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Revised: 12/14/2023] [Accepted: 12/14/2023] [Indexed: 01/03/2024]
Abstract
BACKGROUND Metabolic dysfunction-associated steatotic liver disease (MASLD) has recently been proposed as a replacement term for NAFLD. AIMS To assess the effects of this new nomenclature on the prevalence and distribution of different SLD categories in people with HIV (PWH) and identified factors associated with MASLD and clinically significant fibrosis (CSF). METHODS PWH were prospectively enrolled from 9 US centres and underwent clinical evaluation and vibration-controlled transient elastography for controlled attenuation parameter (CAP) and liver stiffness measurement (LSM). SLD was defined as CAP ≥ 263 dB/m, CSF as LSM of ≥8 kPa, and advanced fibrosis (AF) as LSM ≥ 12 kPa. The prevalence of SLD, MASLD, metabolic dysfunction and alcohol-associated liver disease (MetALD), ALD, cryptogenic (cSLD), CSF and AF were determined. Uni- and multivariate logistic regression models were used to assess factors associated with MASLD and CSF risk. RESULTS Of 1065 participants, 74% were male, mean (SD) age 51.6 ± 11.9 years, 46% non-Hispanic Black and 74% with undetectable HIV RNA. The prevalence of SLD was 52%, MASLD 39%, MetALD 10%, ALD 3%, CSF 15% and AF 4%. Only 0.6% had cSLD. Black race was protective whereas obesity, ALT and AST levels were associated with increased risk of MASLD and CSF in MASLD. HIV or antiretroviral therapy did not affect MASLD risk. CONCLUSIONS MASLD and MetALD are the dominant causes of SLD in PWH, affecting almost half. Application of the new nomenclature resulted in minimal change in the proportion of patients with MASLD who would have been diagnosed previously with NAFLD.
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Affiliation(s)
- Samer Gawrieh
- Division of Gastroenterology and Hepatology, Indiana University School of Medicine, Indianapolis, IN
| | - Eduardo Vilar-Gomez
- Division of Gastroenterology and Hepatology, Indiana University School of Medicine, Indianapolis, IN
| | - Tinsay A. Woreta
- Division of Division of Gastroenterology and Hepatology, John Hopkins University, Baltimore, MD
| | - Jordan E. Lake
- Division of Infectious Diseases, Department of Medicine, UTHealth, Houston, Houston, TX
| | - Laura A. Wilson
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Jennifer C Price
- Division of Gastroenterology and Hepatology, University of California, San Francisco, CA
| | - Susanna Naggie
- Division of Infectious Diseases, Duke University School of Medicine, Durham, NC
| | - Richard K. Sterling
- Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University, Richmond, VA
| | - Sonya Heath
- Division of Infectious Diseases, University of Alabama, Birmingham, AL
| | - Kathleen E. Corey
- Division of Gastroenterology, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Edward R Cachay
- Division of Infectious Diseases and Global Public Health, University of California, San Diego, CA
| | - Veeral Ajmera
- Division of Gastroenterology and Hepatology, University of California at San Diego, La Jolla, CA
| | - James Tonascia
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Mark S. Sulkowski
- Division of Infectious Diseases, John Hopkins University, Baltimore, MD
| | - Naga Chalasani
- Division of Gastroenterology and Hepatology, Indiana University School of Medicine, Indianapolis, IN
| | - Rohit Loomba
- Division of Gastroenterology and Hepatology, University of California at San Diego, La Jolla, CA
- The Herbert Wertheim School of Public Health and Human Longevity Science, University of California at San Diego, La Jolla, CA
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24
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Foglia B, Sutti S, Cannito S, Rosso C, Maggiora M, Casalino A, Bocca C, Novo E, Protopapa F, Ramavath NN, Provera A, Gambella A, Bugianesi E, Tacke F, Albano E, Parola M. Histidine-rich glycoprotein in metabolic dysfunction-associated steatohepatitis-related disease progression and liver carcinogenesis. Front Immunol 2024; 15:1342404. [PMID: 38469298 PMCID: PMC10925642 DOI: 10.3389/fimmu.2024.1342404] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Accepted: 01/31/2024] [Indexed: 03/13/2024] Open
Abstract
Background Metabolic dysfunction-associated steatotic liver disease (MASLD), previously non-alcoholic fatty liver disease (NAFLD), is a leading cause of chronic liver disease worldwide. In 20%-30% of MASLD patients, the disease progresses to metabolic dysfunction-associated steatohepatitis (MASH, previously NASH) which can lead to fibrosis/cirrhosis, liver failure as well as hepatocellular carcinoma (HCC). Here we investigated the role of histidine-rich glycoprotein (HRG), a plasma protein produced by hepatocytes, in MASLD/MASH progression and HCC development. Methods The role of HRG was investigated by morphological, cellular, and molecular biology approaches in (a) HRG knock-out mice (HRG-/- mice) fed on a CDAA dietary protocol or a MASH related diethyl-nitrosamine/CDAA protocol of hepatocarcinogenesis, (b) THP1 monocytic cells treated with purified HRG, and (c) well-characterized cohorts of MASLD patients with or without HCC. Results In non-neoplastic settings, murine and clinical data indicate that HRG increases significantly in parallel with disease progression. In particular, in MASLD/MASH patients, higher levels of HRG plasma levels were detected in subjects with extensive fibrosis/cirrhosis. When submitted to the pro-carcinogenic protocol, HRG-/- mice showed a significant decrease in the volume and number of HCC nodules in relation to decreased infiltration of macrophages producing pro-inflammatory mediators, including IL-1β, IL-6, IL-12, IL-10, and VEGF as well as impaired angiogenesis. The histopathological analysis (H-score) of MASH-related HCC indicate that the higher HRG positivity in peritumoral tissue significantly correlates with a lower overall patient survival and an increased recurrence. Moreover, a significant increase in HRG plasma levels was detected in cirrhotic (F4) patients and in patients carrying HCC vs. F0/F1 patients. Conclusion Murine and clinical data indicate that HRG plays a significant role in MASLD/MASH progression to HCC by supporting a specific population of tumor-associated macrophages with pro-inflammatory response and pro-angiogenetic capabilities which critically support cancer cell survival. Furthermore, our data suggest HRG as a possible prognostic predictor in HCC patients with MASLD/MASH-related HCCs.
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Affiliation(s)
- Beatrice Foglia
- Department Clinical and Biological Sciences, Unit of Experimental Medicine and Clinical Pathology, University of Torino, Torino, Italy
| | - Salvatore Sutti
- Department Health Sciences and Interdisciplinary Research Centre for Autoimmune Diseases, University Amedeo Avogadro of Eastern Piedmont, Novara, Italy
| | - Stefania Cannito
- Department Clinical and Biological Sciences, Unit of Experimental Medicine and Clinical Pathology, University of Torino, Torino, Italy
| | - Chiara Rosso
- Department Medical Sciences, University of Torino, and Division of Gastroenterology, San Giovanni Hospital, Torino, Italy
| | - Marina Maggiora
- Department Clinical and Biological Sciences, Unit of Experimental Medicine and Clinical Pathology, University of Torino, Torino, Italy
| | - Alice Casalino
- Department Clinical and Biological Sciences, Unit of Experimental Medicine and Clinical Pathology, University of Torino, Torino, Italy
| | - Claudia Bocca
- Department Clinical and Biological Sciences, Unit of Experimental Medicine and Clinical Pathology, University of Torino, Torino, Italy
| | - Erica Novo
- Department Clinical and Biological Sciences, Unit of Experimental Medicine and Clinical Pathology, University of Torino, Torino, Italy
| | - Francesca Protopapa
- Department Clinical and Biological Sciences, Unit of Experimental Medicine and Clinical Pathology, University of Torino, Torino, Italy
| | - Naresh Naik Ramavath
- Department of Pediatrics, School of Medicine, Washington University, St Louis, MO, United States
| | - Alessia Provera
- Department Health Sciences and Interdisciplinary Research Centre for Autoimmune Diseases, University Amedeo Avogadro of Eastern Piedmont, Novara, Italy
| | - Alessandro Gambella
- Department Medical Sciences, University of Torino, and Division of Gastroenterology, San Giovanni Hospital, Torino, Italy
| | - Elisabetta Bugianesi
- Department Medical Sciences, University of Torino, and Division of Gastroenterology, San Giovanni Hospital, Torino, Italy
| | - Frank Tacke
- Department of Hepatology and Gastroenterology, Charité-Universitatsmedizin Berlin, Berlin, Germany
| | - Emanuele Albano
- Department Health Sciences and Interdisciplinary Research Centre for Autoimmune Diseases, University Amedeo Avogadro of Eastern Piedmont, Novara, Italy
| | - Maurizio Parola
- Department Clinical and Biological Sciences, Unit of Experimental Medicine and Clinical Pathology, University of Torino, Torino, Italy
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25
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Parola M, Pinzani M. Liver fibrosis in NAFLD/NASH: from pathophysiology towards diagnostic and therapeutic strategies. Mol Aspects Med 2024; 95:101231. [PMID: 38056058 DOI: 10.1016/j.mam.2023.101231] [Citation(s) in RCA: 38] [Impact Index Per Article: 38.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Revised: 11/13/2023] [Accepted: 11/20/2023] [Indexed: 12/08/2023]
Abstract
Liver fibrosis, as an excess deposition of extracellular matrix (ECM) components, results from chronic liver injury as well as persistent activation of inflammatory response and of fibrogenesis. Liver fibrosis is a major determinant for chronic liver disease (CLD) progression and in the last two decades our understanding on the major molecular and cellular mechanisms underlying the fibrogenic progression of CLD has dramatically improved, boosting pre-clinical studies and clinical trials designed to find novel therapeutic approaches. From these studies several critical concepts have emerged, starting to reveal the complexity of the pro-fibrotic microenvironment which involves very complex, dynamic and interrelated interactions between different hepatic and extrahepatic cell populations. This review will offer first a recapitulation of established and novel pathophysiological basic principles and concepts by intentionally focus the attention on NAFLD/NASH, a metabolic-related form of CLD with a high impact on the general population and emerging as a leading cause of CLD worldwide. NAFLD/NASH-related pro-inflammatory and profibrogenic mechanisms will be analysed as well as novel information on cells, mediators and signalling pathways which have taken advantage from novel methodological approaches and techniques (single cell genomics, imaging mass cytometry, novel in vitro two- and three-dimensional models, etc.). We will next offer an overview on recent advancement in diagnostic and prognostic tools, including serum biomarkers and polygenic scores, to support the analysis of liver biopsies. Finally, this review will provide an analysis of current and emerging therapies for the treatment of NAFLD/NASH patients.
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Affiliation(s)
- Maurizio Parola
- Dept. Clinical and Biological Sciences, Unit of Experimental Medicine and Clinical Pathology, University of Torino, Corso Raffaello 30, 10125, Torino, Italy.
| | - Massimo Pinzani
- UCL Institute for Liver and Digestive Health, Division of Medicine - Royal Free Hospital, London, NW32PF, United Kingdom.
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Shinde S, Nelson DR, Mitroi J, Heaton PC, Hincapie AL, Brouwers B. The roles of type 2 diabetes and obesity in disease activity and progression of non-alcoholic fatty liver disease/non-alcoholic steatohepatitis. Curr Med Res Opin 2024; 40:59-68. [PMID: 37933187 DOI: 10.1080/03007995.2023.2279676] [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: 08/16/2023] [Accepted: 11/01/2023] [Indexed: 11/08/2023]
Abstract
OBJECTIVE We examined the roles of type 2 diabetes (T2D) and obesity in disease activity and fibrosis progression/regression in patients with non-alcoholic fatty liver disease/non-alcoholic steatohepatitis (NAFLD/NASH). METHODS This multi-center, retrospective study included patients with suspected or histologically proven NAFLD/NASH from the NASH Clinical Research Network. Outcomes included disease activity and rate of fibrosis, assessed using liver-biopsy driven measures (NAFLD activity score [NAS] and fibrosis score [FS]). Logistic regression and doubly robu estimation of causal effects tested relationships among T2D, obesity, and NAFLD/NASH. RESULTS The analytical sample included 870 adult patients with baseline biopsy data and 157 patients with multiple biopsy data. Patients with NAFLD/NASH and T2D had significantly higher baseline average NAS (4.52 vs. 4.13; p = 0.009) and FS (2.17 vs. 1.56; p < 0.0001); those with T2D had a significantly greater reduction in average NAS over time (-0.77/year vs. -0.17/year; p = 0.0008). Change in FS over time did not differ significantly by T2D status (-0.23/year vs. -0.04/year; p = 0.34). Baseline NAS, baseline FS, and change in average NAS over time did not differ significantly by obesity status (4.17 vs. 4.47; p = 0.16; 1.73 vs.1.92; p = 0.31; -0.40/year vs. -0.59/year; p = 0.62, respectively). Patients with obesity had a slight increase in FS but those without obesity had a reduction in average FS over time (0.07/year vs. -0.27/year; p = 0.008). CONCLUSIONS Patients with NAFLD/NASH and T2D had greater baseline disease activity versus those without T2D, but there was greater regression of disease activity over time among those with T2D. Patients with NAFLD/NASH and obesity had worsening of fibrosis versus those without obesity. NCT00063622.
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Affiliation(s)
- Shraddha Shinde
- Eli Lilly and Company, Value Evidence Outcomes (VEO), Indianapolis, IN, USA
| | - David R Nelson
- Eli Lilly and Company, Value Evidence Outcomes (VEO), Indianapolis, IN, USA
| | - Jessica Mitroi
- Eli Lilly and Company, Value Evidence Outcomes (VEO), Indianapolis, IN, USA
| | - Pamela C Heaton
- University of Toledo, College of Pharmacy and Pharmaceutical Sciences, Toledo, OH, USA
| | - Ana L Hincapie
- University of Cincinnati, 3255 Eden Ave, Department of Pharmacy Practice and Administrative Sciences, Winkle College of Pharmacy, Cincinnati, OH, USA
| | - Bram Brouwers
- Eli Lilly and Company, Value Evidence Outcomes (VEO), Indianapolis, IN, USA
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27
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Dong T, Li J, Liu Y, Zhou S, Wei X, Hua H, Tang K, Zhang X, Wang Y, Wu Z, Gao C, Zhang H. Roles of immune dysregulation in MASLD. Biomed Pharmacother 2024; 170:116069. [PMID: 38147736 DOI: 10.1016/j.biopha.2023.116069] [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: 10/17/2023] [Revised: 12/14/2023] [Accepted: 12/21/2023] [Indexed: 12/28/2023] Open
Abstract
Metabolic dysfunction-associated steatotic liver disease (MASLD) is the most common chronic liver disease worldwide. Its occurrence and progression involve the process from simple hepatic steatosis to metabolic dysfunction associated steatohepatitis (MASH), which could develop into advanced liver fibrosis, cirrhosis, or hepatocellular carcinoma (HCC). Growing evidences support that the pathogenesis and progression of MASLD are closely related to immune system dysfunction. This review aims to summarize the association of MASLD with immune disorders and the prospect of using immunotherapy for MASLD.
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Affiliation(s)
- Tingyu Dong
- The Second Clinical Medical College of Anhui Medical University, Hefei 230032, China; Department of Biochemistry and Molecular Biology, Metabolic Disease Research Center, School of Basic Medicine, Anhui Medical University, Hefei 230032, China
| | - Jiajin Li
- The Second Clinical Medical College of Anhui Medical University, Hefei 230032, China; Department of Biochemistry and Molecular Biology, Metabolic Disease Research Center, School of Basic Medicine, Anhui Medical University, Hefei 230032, China
| | - Yuqing Liu
- Department of Biochemistry and Molecular Biology, Metabolic Disease Research Center, School of Basic Medicine, Anhui Medical University, Hefei 230032, China
| | - Shikai Zhou
- The Second Clinical Medical College of Anhui Medical University, Hefei 230032, China
| | - Xiang Wei
- Department of Biochemistry and Molecular Biology, Metabolic Disease Research Center, School of Basic Medicine, Anhui Medical University, Hefei 230032, China
| | - Hongting Hua
- Department of Otorhinolaryngology Head and Neck Surgery, First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Kechao Tang
- Department of Biochemistry and Molecular Biology, Metabolic Disease Research Center, School of Basic Medicine, Anhui Medical University, Hefei 230032, China
| | - Xiaomin Zhang
- Department of Biochemistry and Molecular Biology, Metabolic Disease Research Center, School of Basic Medicine, Anhui Medical University, Hefei 230032, China
| | - Yiming Wang
- Department of Biochemistry and Molecular Biology, Metabolic Disease Research Center, School of Basic Medicine, Anhui Medical University, Hefei 230032, China
| | - Zhen Wu
- Department of Biochemistry and Molecular Biology, Metabolic Disease Research Center, School of Basic Medicine, Anhui Medical University, Hefei 230032, China
| | - Chaobing Gao
- Department of Otorhinolaryngology Head and Neck Surgery, First Affiliated Hospital of Anhui Medical University, Hefei, China.
| | - Huabing Zhang
- Department of Biochemistry and Molecular Biology, Metabolic Disease Research Center, School of Basic Medicine, Anhui Medical University, Hefei 230032, China.
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28
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Sanyal AJ, Jha P, Kleiner DE. Digital pathology for nonalcoholic steatohepatitis assessment. Nat Rev Gastroenterol Hepatol 2024; 21:57-69. [PMID: 37789057 DOI: 10.1038/s41575-023-00843-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/23/2023] [Indexed: 10/05/2023]
Abstract
Histological assessment of nonalcoholic fatty liver disease (NAFLD) has anchored knowledge development about the phenotypes of the condition, their natural history and their clinical course. This fact has led to the use of histological assessment as a reference standard for the evaluation of efficacy of drug interventions for nonalcoholic steatohepatitis (NASH) - the more histologically active form of NAFLD. However, certain limitations of conventional histological assessment systems pose challenges in drug development. These limitations have spurred intense scientific and commercial development of machine learning and digital approaches towards the assessment of liver histology in patients with NAFLD. This research field remains an area in rapid evolution. In this Perspective article, we summarize the current conventional assessment of NASH and its limitations, the use of specific digital approaches for histological assessment, and their application to the study of NASH and its response to therapy. Although this is not a comprehensive review, the leading tools currently used to assess therapeutic efficacy in drug development are specifically discussed. The potential translation of these approaches to support routine clinical assessment of NAFLD and an agenda for future research are also discussed.
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Affiliation(s)
- Arun J Sanyal
- Stravitz-Sanyal Institute for Liver Disease and Metabolic Health, Virginia Commonwealth University School of Medicine, Richmond, VA, USA.
| | - Prakash Jha
- Food and Drug Administration, Silver Spring, MD, USA
| | - David E Kleiner
- Post-Mortem Section Laboratory of Pathology Center for Cancer Research National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
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29
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Malucelli M, Strobel R, Ivantes C, Sakamoto D, Luís Duarte M, Lucia Alves Pedroso M. Histological findings and NAFLD/NASH Status in liver biopsies of patients subjected to bariatric surgery. ARCHIVES OF ENDOCRINOLOGY AND METABOLISM 2023; 68:e220138. [PMID: 37948562 PMCID: PMC10916797 DOI: 10.20945/2359-4292-2022-0138] [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: 05/30/2022] [Accepted: 04/11/2023] [Indexed: 11/12/2023]
Abstract
Objective To investigate nonalcoholic fatty liver disease (NAFLD), nonalcoholic steatohepatitis (NASH) and hepatic fibrosis in biopsies of people with obesity who underwent bariatric surgery and examine the possible association of different variables with a diagnosis of NAFLD and NASH. Materials and methods Epidemiological, clinical and laboratory data from 574 individuals with obesity of both genders seen by the same physician between 2003 and 2009 who had a liver biopsy during bariatric surgery were examined. Results Of the 437 patients included, 39.8% had some degree of liver fibrosis, 95% had a histologic diagnosis of NAFLD, and the risk factors were age ≥ 28 years and Homeostatic Model Assessment (HOMA) ≥ 2.5 (p = 0.001 and p = 0.016, respectively). In the NAFLD group, NASH was present in 26% of patients and the associated factors were aspartate aminotransferase and alanine aminotransferase index (AST/ALT) > 1, high-density lipoprotein cholesterol (HDL-c) < 40 mg/dL, total cholesterol (TC) ≥ 200 mg/dL, gamma-glutamyl transferase (GGT) > 38 U/L and triglycerides (TG) levels > 150 mg/dL. The independent risk factors were low HDL-c, elevated AST/ALT and high TG. Conclusion The variables associated with a diagnosis of NAFLD were HOMA ≥ 2.5 and age ≥ 28 years. NASH was associated with low HDL-c, high TG and AST/ALT ≤ 1.
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Affiliation(s)
- Marielle Malucelli
- Departamento de Pós-graduação em Medicina Interna, Universidade Federal do Paraná, Curitiba, PR, Brasil,
| | - Rodrigo Strobel
- Pontifícia Universidade Católica do Paraná, Curitiba, PR, Brasil
| | | | | | - Márcio Luís Duarte
- Departamento de Radiologia, Universidade de Ribeirão Preto Campus Guarujá, Guarujá, SP, Brasil
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30
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Kocas-Kilicarslan ZN, Cetin Z, Faccioli LAP, Motomura T, Amirneni S, Diaz-Aragon R, Florentino RM, Sun Y, Pla-Palacin I, Xia M, Miedel MT, Kurihara T, Hu Z, Ostrowska A, Wang Z, Constantine R, Li A, Taylor DL, Behari J, Soto-Gutierrez A, Tafaleng EN. Polymorphisms Associated With Metabolic Dysfunction-Associated Steatotic Liver Disease Influence the Progression of End-Stage Liver Disease. GASTRO HEP ADVANCES 2023; 3:67-77. [PMID: 38292457 PMCID: PMC10827334 DOI: 10.1016/j.gastha.2023.09.011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/01/2024]
Abstract
BACKGROUND AND AIMS Chronic liver injury that results in cirrhosis and end-stage liver disease (ESLD) causes more than 1 million deaths annually worldwide. Although the impact of genetic factors on the severity of metabolic dysfunction-associated steatotic liver disease (MASLD) and alcohol-related liver disease (ALD) has been previously studied, their contribution to the development of ESLD remains largely unexplored. METHODS We genotyped 6 MASLD-associated polymorphisms in healthy (n = 123), metabolic dysfunction-associated steatohepatitis (MASH) (n = 145), MASLD-associated ESLD (n = 72), and ALD-associated ESLD (n = 57) cohorts and performed multinomial logistic regression to determine the combined contribution of genetic, demographic, and clinical factors to the progression of ESLD. RESULTS Distinct sets of factors are associated with the progression to ESLD. The PNPLA3 rs738409:G and TM6SF2 rs58542926:T alleles, body mass index (BMI), age, and female sex were positively associated with progression from a healthy state to MASH. The PNPLA3 rs738409:G allele, age, male sex, and having type 2 diabetes mellitus were positively associated, while BMI was negatively associated with progression from MASH to MASLD-associated ESLD. The PNPLA3 rs738409:G and GCKR rs780094:T alleles, age, and male sex were positively associated, while BMI was negatively associated with progression from a healthy state to ALD-associated ESLD. The findings indicate that the PNPLA3 rs738409:G allele increases susceptibility to ESLD regardless of etiology, the TM6SF2 rs58542926:T allele increases susceptibility to MASH, and the GCKR rs780094:T allele increases susceptibility to ALD-associated ESLD. CONCLUSION The PNPLA3, TM6SF2, and GCKR minor alleles influence the progression of MASLD-associated or ALD-associated ESLD. Genotyping for these variants in MASLD and ALD patients can enhance risk assessment, prompting early interventions to prevent ESLD.
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Affiliation(s)
- Zehra N. Kocas-Kilicarslan
- Department of Pathology, Center for Transcriptional Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Zeliha Cetin
- Department of Pathology, Center for Transcriptional Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Lanuza A. P. Faccioli
- Department of Pathology, Center for Transcriptional Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Takashi Motomura
- Department of Pathology, Center for Transcriptional Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Sriram Amirneni
- Department of Pathology, Center for Transcriptional Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Ricardo Diaz-Aragon
- Department of Pathology, Center for Transcriptional Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Rodrigo M. Florentino
- Department of Pathology, Center for Transcriptional Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Yiyue Sun
- Department of Pathology, Center for Transcriptional Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
- School of Medicine, Tsinghua University, Beijing, China
| | - Iris Pla-Palacin
- University of Pittsburgh Drug Discovery Institute, University of Pittsburgh, Pittsburgh, Pennsylvania
- Department of Computational and Systems Biology, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Mengying Xia
- University of Pittsburgh Drug Discovery Institute, University of Pittsburgh, Pittsburgh, Pennsylvania
- Department of Computational and Systems Biology, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Mark T. Miedel
- University of Pittsburgh Drug Discovery Institute, University of Pittsburgh, Pittsburgh, Pennsylvania
- Department of Computational and Systems Biology, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Takeshi Kurihara
- Department of Pathology, Center for Transcriptional Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Zhiping Hu
- Department of Pathology, Center for Transcriptional Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Alina Ostrowska
- Department of Pathology, Center for Transcriptional Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
- Pittsburgh Liver Research Center, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Zi Wang
- Department of Statistics, University of Pittsburgh, Pittsburgh, Pennsylvania
| | | | - Albert Li
- Discovery Life Sciences, Huntsville, Alabama
| | - D. Lansing Taylor
- University of Pittsburgh Drug Discovery Institute, University of Pittsburgh, Pittsburgh, Pennsylvania
- Department of Computational and Systems Biology, University of Pittsburgh, Pittsburgh, Pennsylvania
- Pittsburgh Liver Research Center, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Jaideep Behari
- Department of Computational and Systems Biology, University of Pittsburgh, Pittsburgh, Pennsylvania
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Medicine, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Alejandro Soto-Gutierrez
- Department of Pathology, Center for Transcriptional Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
- University of Pittsburgh Drug Discovery Institute, University of Pittsburgh, Pittsburgh, Pennsylvania
- Pittsburgh Liver Research Center, University of Pittsburgh, Pittsburgh, Pennsylvania
- McGowan Institute for Regenerative Medicine, Pittsburgh, Pennsylvania
| | - Edgar N. Tafaleng
- Department of Pathology, Center for Transcriptional Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
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Sanyal AJ, Munoz B, Cusi K, Barritt AS, Muthiah M, Mospan AR, Reddy KR, Firpi-Morell R, Thuluvath PJ, Bhamidimarri KR, Fried MW. Validation of a Clinical Risk-based Classification System in a Large Nonalcoholic Fatty Liver Disease Real-world Cohort. Clin Gastroenterol Hepatol 2023; 21:2889-2900.e10. [PMID: 36871772 DOI: 10.1016/j.cgh.2023.02.024] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Revised: 02/15/2023] [Accepted: 02/21/2023] [Indexed: 03/07/2023]
Abstract
BACKGROUND & AIMS There is an unmet need to validate simple and easily available methods that can be used in routine practice to identify those at risk of adverse outcomes from nonalcoholic fatty liver disease (NAFLD). A retrospective-prospective analysis of NAFLD patients enrolled in a longitudinal noninterventional study (TARGET-NASH) was performed to validate the prognostic utility of the following risk-categories: (A) Fibrosis-4 (FIB-4) <1.3 and/or liver-stiffness measurement (LSM) measured by Fibroscan <8 kp, (B) FIB-4 1.31‒2.6 and/or LSM 8.1-12.5 kp, and (C) FIB-4 >2.6 and/or LSM >12.5 kp. METHODS Those in class A with aspartate transaminase:alanine transaminase ratio >1 or platelets <150,000/mm3, or class B with aspartate transaminase:alanine transaminase ratio >1 or platelets <150,000/mm3 were upstaged by one class. Fine-Gray competing risk analyses were performed for all outcomes. RESULTS A total of 2523 individuals (class A = 555, B = 879, C = 1089) were followed for a median duration of 3.74 years. Adverse outcomes increased from class A to C in all-cause mortality (0.07 vs 0.3 vs 2.5/100 person-years [PY], hazard ratio [HR], 3.0 and 16.3 class B and C vs A), liver-associated clinical events (0.2 vs 1 vs 8/100 PY, HR, 4.3 and 36.6 B and C vs A), major adverse cardiovascular events (0.69 vs 0.87 vs 2.02/100 PY, HR, 0.78 and 1.55 B and C vs A), hepatocellular carcinoma (0 vs 0.09 vs 0.88/100 PY, HR, 8.32 C vs B), and chronic kidney disease (1.24 vs 2.48 vs 3.51/100 PY). Those who were upstaged had outcome rates similar to the lower class defined by their FIB-4. CONCLUSIONS These data support a FIB-4-based risk-stratification of NAFLD that can be used in routine clinical practice. CLINICALTRIALS gov Identifier: NCT02815891.
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Affiliation(s)
- Arun J Sanyal
- Virginia Commonwealth University, Department of Internal Medicine, Division of Gastroenterology, Hepatology and Nutrition, Richmond, VA.
| | | | - Kenneth Cusi
- Division of Endocrinology, Diabetes and Metabolism, University of Florida, Gainesville, FL
| | - A Sidney Barritt
- Division of Gastroenterology and Hepatology, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Mark Muthiah
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore and Division of Gastroenterology and Hepatology, National University Hospital, National University Health System, Singapore
| | | | - K Rajender Reddy
- Division of Gastroenterology and Hepatology, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA
| | - Roberto Firpi-Morell
- Division of Gastroenterology, Hepatology and Nutrition, University of Florida, Gainesville, Florida
| | - Paul J Thuluvath
- Division of Gastroenterology, Mercy Medical Center & University of Maryland School of Medicine, Baltimore, MD
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Lee MS, Felipe-Dimog EB, Yang JF, Chen YY, Wu KT, Kuo HJ, Lin TC, Wang CL, Hsieh MH, Lin CY, Batsaikhan B, Ho CK, Wu MT, Dai CY. The Efficacy of Anthropometric Indicators in Predicting Non-Alcoholic Fatty Liver Disease Using FibroScan ® CAP Values among the Taiwanese Population. Biomedicines 2023; 11:2518. [PMID: 37760959 PMCID: PMC10526368 DOI: 10.3390/biomedicines11092518] [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: 07/24/2023] [Revised: 09/04/2023] [Accepted: 09/07/2023] [Indexed: 09/29/2023] Open
Abstract
The controlled attenuation parameter (CAP) measurement obtained from FibroScan® is a low-risk method of assessing fatty liver. This study investigated the association between the FibroScan® CAP values and nine anthropometric indicators, including the abdominal volume index (AVI), body fat percentage (BFP), body mass index (BMI), conicity index (CI), ponderal index (PI), relative fat mass (RFM), waist circumference (WC), waist-hip ratio (WHR), and waist-to-height ratio (WHtR), and risk of non-alcoholic fatty liver disease (fatty liver). We analyzed the medical records of adult patients who had FibroScan® CAP results. CAP values <238 dB/m were coded as 0 (non- fatty liver) and ≥238 dB/m as 1 (fatty liver). An individual is considered to have class 1 obesity when their body mass index (BMI) ranges from 30 kg/m2 to 34.9 kg/m2. Class 2 obesity is defined by a BMI ranging from 35 kg/m2 to 39.9 kg/m2, while class 3 obesity is designated by a BMI of 40 kg/m2 or higher. Out of 1763 subjects, 908 (51.5%) had fatty liver. The BMI, WHtR, and PI were found to be more strongly correlated with the CAP by the cluster dendrogram with correlation coefficients of 0.58, 0.54, and 0.54, respectively (all p < 0.0001). We found that 28.3% of the individuals without obesity had fatty liver, and 28.2% of the individuals with obesity did not have fatty liver. The BMI, CI, and PI were significant predictors of fatty liver. The BMI, PI, and WHtR demonstrated better predictive ability, indicated by AUC values of 0.72, 0.68, and 0.68, respectively, a finding that was echoed in our cluster group analysis that showed interconnected clustering with the CAP. Therefore, of the nine anthropometric indicators we studied, the BMI, CI, PI, and WHtR were found to be more effective in predicting the CAP score, i.e., fatty liver.
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Affiliation(s)
- Meng-Szu Lee
- Department of Public Health, College of Health Sciences, Kaohsiung Medical University, Kaohsiung City 807, Taiwan; (M.-S.L.); or (E.B.F.-D.); (C.-K.H.)
- Health Management Center, Department of Occupational and Environmental Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung City 80756, Taiwan; (J.-F.Y.); (K.-T.W.); (C.-L.W.); (M.-H.H.); (C.-Y.L.)
| | - Eva Belingon Felipe-Dimog
- Department of Public Health, College of Health Sciences, Kaohsiung Medical University, Kaohsiung City 807, Taiwan; (M.-S.L.); or (E.B.F.-D.); (C.-K.H.)
- Nursing Department, Mountain Province State Polytechnic College, Bontoc 2616, Mountain Province, Philippines
| | - Jeng-Fu Yang
- Health Management Center, Department of Occupational and Environmental Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung City 80756, Taiwan; (J.-F.Y.); (K.-T.W.); (C.-L.W.); (M.-H.H.); (C.-Y.L.)
| | - Yi-Yu Chen
- Health Management Center, Department of Occupational and Environmental Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung City 80756, Taiwan; (J.-F.Y.); (K.-T.W.); (C.-L.W.); (M.-H.H.); (C.-Y.L.)
| | - Kuan-Ta Wu
- Health Management Center, Department of Occupational and Environmental Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung City 80756, Taiwan; (J.-F.Y.); (K.-T.W.); (C.-L.W.); (M.-H.H.); (C.-Y.L.)
| | - Hsiang-Ju Kuo
- Health Management Center, Department of Occupational and Environmental Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung City 80756, Taiwan; (J.-F.Y.); (K.-T.W.); (C.-L.W.); (M.-H.H.); (C.-Y.L.)
| | - Tzu-Chun Lin
- Executive Master of Healthcare Administration, Department of Healthcare Administration and Medical Informatics, Kaohsiung Medical University Hospital, Kaohsiung City 80756, Taiwan;
- Hepatobiliary Division, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung City 80756, Taiwan
| | - Chao-Ling Wang
- Health Management Center, Department of Occupational and Environmental Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung City 80756, Taiwan; (J.-F.Y.); (K.-T.W.); (C.-L.W.); (M.-H.H.); (C.-Y.L.)
| | - Meng-Hsuan Hsieh
- Health Management Center, Department of Occupational and Environmental Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung City 80756, Taiwan; (J.-F.Y.); (K.-T.W.); (C.-L.W.); (M.-H.H.); (C.-Y.L.)
- Hepatobiliary Division, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung City 80756, Taiwan
- School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung City 80756, Taiwan
| | - Chia-Yi Lin
- Health Management Center, Department of Occupational and Environmental Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung City 80756, Taiwan; (J.-F.Y.); (K.-T.W.); (C.-L.W.); (M.-H.H.); (C.-Y.L.)
| | - Batbold Batsaikhan
- Department of Internal Medicine, Institute of Medical Sciences, Mongolian National University of Medical Sciences, Ulaanbaatar 14210, Mongolia;
| | - Chi-Kung Ho
- Department of Public Health, College of Health Sciences, Kaohsiung Medical University, Kaohsiung City 807, Taiwan; (M.-S.L.); or (E.B.F.-D.); (C.-K.H.)
- Health Management Center, Department of Occupational and Environmental Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung City 80756, Taiwan; (J.-F.Y.); (K.-T.W.); (C.-L.W.); (M.-H.H.); (C.-Y.L.)
| | - Ming-Tsang Wu
- Department of Public Health, College of Health Sciences, Kaohsiung Medical University, Kaohsiung City 807, Taiwan; (M.-S.L.); or (E.B.F.-D.); (C.-K.H.)
- Research Center for Precision Environmental Medicine, Kaohsiung Medical University, Kaohsiung City 80756, Taiwan
- Department of Family Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung City 80756, Taiwan
- Ph.D. Program in Environmental and Occupational Medicine, Kaohsiung Medical University, Kaohsiung City 80756, Taiwan
| | - Chia-Yen Dai
- Health Management Center, Department of Occupational and Environmental Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung City 80756, Taiwan; (J.-F.Y.); (K.-T.W.); (C.-L.W.); (M.-H.H.); (C.-Y.L.)
- Hepatobiliary Division, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung City 80756, Taiwan
- School of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung City 80756, Taiwan
- Drug Development and Value Creation Research Center, Kaohsiung Medical University, Kaohsiung City 87056, Taiwan
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Charu V, Liang JW, Mannalithara A, Kwong A, Tian L, Kim WR. Benchmarking clinical risk prediction algorithms with ensemble machine learning: An illustration of the superlearner algorithm for the non-invasive diagnosis of liver fibrosis in non-alcoholic fatty liver disease. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.08.02.23293569. [PMID: 37577485 PMCID: PMC10418571 DOI: 10.1101/2023.08.02.23293569] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/15/2023]
Abstract
Background and Aims Ensemble machine learning (ML) methods can combine many individual models into a single 'super' model using an optimal weighted combination. Here we demonstrate how an underutilized ensemble model, the superlearner, can be used as a benchmark for model performance in clinical risk prediction. We illustrate this by implementing a superlearner to predict liver fibrosis in patients with non-alcoholic fatty liver disease (NAFLD). Methods We trained a superlearner based on 23 demographic and clinical variables, with the goal of predicting stage 2 or higher liver fibrosis. The superlearner was trained on data from the Non-alcoholic steatohepatitis - clinical research network observational study (NASH-CRN, n=648), and validated using data from participants in a randomized trial for NASH ('FLINT' trial, n=270) and data from examinees with NAFLD who participated in the National Health and Nutrition Examination Survey (NHANES, n=1244). We compared the performance of the superlearner with existing models, including FIB-4, NFS, Forns, APRI, BARD and SAFE. Results In the FLINT and NHANES validation sets, the superlearner (derived from 12 base models) discriminates patients with significant fibrosis from those without well, with AUCs of 0.79 (95% CI: 0.73-0.84) and 0.74 (95% CI: 0.68-0.79). Among the existing scores considered, the SAFE score performed similarly to the superlearner, and the superlearner and SAFE scores outperformed FIB-4, APRI, Forns, and BARD scores in the validation datasets. A superlearner model derived from 12 base models performed as well as one derived from 90 base models. Conclusions The superlearner, thought of as the "best-in-class" ML prediction, performed better than most existing models commonly used in practice in detecting fibrotic NASH. The superlearner can be used to benchmark the performance of conventional clinical risk prediction models.
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Šarac I, Debeljak-Martačić J, Takić M, Stevanović V, Milešević J, Zeković M, Popović T, Jovanović J, Vidović NK. Associations of fatty acids composition and estimated desaturase activities in erythrocyte phospholipids with biochemical and clinical indicators of cardiometabolic risk in non-diabetic Serbian women: the role of level of adiposity. Front Nutr 2023; 10:1065578. [PMID: 37545582 PMCID: PMC10397414 DOI: 10.3389/fnut.2023.1065578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Accepted: 06/26/2023] [Indexed: 08/08/2023] Open
Abstract
Introduction Fatty acids (FAs) composition and desaturase activities can be altered in different metabolic conditions, but the adiposity-independent associations with clinical and biochemical indicators of cardiometabolic risk are still unclear. This study aimed to analyze the associations of FAs composition and estimated desaturase activities with anthropometric, clinical, and biochemical cardiometabolic risk indicators in non-diabetic Serbian women, and to investigate if these associations were independent of the level of adiposity and other confounders. Methods In 76 non-diabetic, otherwise healthy Serbian women, aged 24-68 years, with or without metabolic syndrome or obesity (BMI=23.6±5.6 kg/m2), FA composition in erythrocyte phospholipids was measured by gas-liquid chromatography. Desaturase activities were estimated from product/precursor FAs ratios (D9D:16:1n-7/16:0; D6D:20:3n-6/18:2n-6; D5D:20:4n-6/20:3n-6). Correlations were made with anthropometric, biochemical (serum glucose, triacylglycerols, LDL-C, HDL-C, ALT, AST, and their ratios) and clinical (blood pressure) indicators of cardiometabolic risk. Linear regression models were performed to test the independence of these associations. Results Estimated desaturase activities and certain FAs were associated with anthropometric, clinical and biochemical indicators of cardiometabolic risk: D9D, D6D, 16:1n-7 and 20:3n-6 were directly associated, while D5D and 18:0 were inversely associated. However, the associations with clinical and biochemical indicators were not independent of the associations with the level of adiposity, since they were lost after controlling for anthropometric indices. After controlling for multiple confounders (age, postmenopausal status, education, smoking, physical activity, dietary macronutrient intakes, use of supplements, alcohol consumption), the level of adiposity was the most significant predictor of desaturase activities and aforementioned FAs levels, and mediated their association with biochemical/clinical indicators. Vice versa, desaturase activities predicted the level of adiposity, but not other components of cardiometabolic risk (if the level of adiposity was accounted). While the associations of anthropometric indices with 16:1n-7, 20:3n-6, 18:0 and D9D and D6D activities were linear, the associations with D5D activity were the inverse U-shaped. The only adiposity-independent association of FAs profiles with the indicators of cardiometabolic risk was a positive association of 20:5n-3 with ALT/AST ratio, which requires further exploration. Discussion Additional studies are needed to explore the mechanisms of the observed associations.
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Affiliation(s)
- Ivana Šarac
- Centre of Research Excellence in Nutrition and Metabolism, Group for Nutrition and Metabolism, Institute for Medical Research, National Institute of Republic of Serbia, University of Belgrade, Belgrade, Serbia
| | - Jasmina Debeljak-Martačić
- Centre of Research Excellence in Nutrition and Metabolism, Group for Nutrition and Metabolism, Institute for Medical Research, National Institute of Republic of Serbia, University of Belgrade, Belgrade, Serbia
| | - Marija Takić
- Centre of Research Excellence in Nutrition and Metabolism, Group for Nutrition and Metabolism, Institute for Medical Research, National Institute of Republic of Serbia, University of Belgrade, Belgrade, Serbia
| | - Vuk Stevanović
- Centre of Research Excellence in Nutrition and Metabolism, Group for Nutrition and Metabolism, Institute for Medical Research, National Institute of Republic of Serbia, University of Belgrade, Belgrade, Serbia
| | - Jelena Milešević
- Centre of Research Excellence in Nutrition and Metabolism, Group for Nutrition and Metabolism, Institute for Medical Research, National Institute of Republic of Serbia, University of Belgrade, Belgrade, Serbia
| | - Milica Zeković
- Centre of Research Excellence in Nutrition and Metabolism, Group for Nutrition and Metabolism, Institute for Medical Research, National Institute of Republic of Serbia, University of Belgrade, Belgrade, Serbia
| | - Tamara Popović
- Centre of Research Excellence in Nutrition and Metabolism, Group for Nutrition and Metabolism, Institute for Medical Research, National Institute of Republic of Serbia, University of Belgrade, Belgrade, Serbia
| | - Jovica Jovanović
- Department of Occupational Health, Faculty of Medicine, University of Niš, Niš, Serbia
| | - Nevena Kardum Vidović
- Centre of Research Excellence in Nutrition and Metabolism, Group for Nutrition and Metabolism, Institute for Medical Research, National Institute of Republic of Serbia, University of Belgrade, Belgrade, Serbia
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Sanyal AJ, Castera L, Wong VWS. Noninvasive Assessment of Liver Fibrosis in NAFLD. Clin Gastroenterol Hepatol 2023; 21:2026-2039. [PMID: 37062495 DOI: 10.1016/j.cgh.2023.03.042] [Citation(s) in RCA: 51] [Impact Index Per Article: 25.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Revised: 03/06/2023] [Accepted: 03/24/2023] [Indexed: 04/18/2023]
Abstract
Nonalcoholic fatty liver disease (NAFLD) has emerged as a leading cause of liver-related morbidity and mortality worldwide, afflicting approximately a billion individuals. NAFLD is a slowly progressive disease that may evolve in a subset of patients toward cirrhosis, hepatocellular carcinoma, and end-stage liver disease. Liver fibrosis severity is the strongest predictor of clinical outcomes. The emergence of effective therapeutics on the horizon highlights the need to identify among patients with NAFLD, those with severe fibrosis or cirrhosis, who are the most at risk of developing complications and target them for therapy. Liver biopsy has been the reference standard for this purpose. However, it is not suitable for large-scale population evaluation, given its well-known limitations (invasiveness, rare but severe complications, and sampling variability). Thus, there have been major efforts to develop simple noninvasive tools that can be used in routine clinical settings and in drug development. Noninvasive approaches are based on the quantification of biomarkers in serum samples or on the measurement of liver stiffness, using either ultrasound- or magnetic resonance-based elastography techniques. This review provides a roadmap for future development and integration of noninvasive tools in clinical practice and in drug development in NAFLD. We discuss herein the principles for their development and validation, their use in clinical practice, including for diagnosis of NAFLD, risk stratification in primary care and hepatology settings, prediction of long-term liver-related and non-liver-related outcomes, monitoring of fibrosis progression and regression, and response to future treatment.
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Affiliation(s)
- Arun J Sanyal
- Division of Gastroenterology, Hepatology and Nutrition, Department of Internal Medicine, Virginia Commonwealth University School of Medicine, Richmond, Virginia.
| | - Laurent Castera
- UMR1149 (Center of Research on Inflammation), French Institute of Health and Medical Research, Université Paris Cité, Paris, France; Service d'Hépatologie, Hôpital Beaujon, Assistance Publique-Hôpitaux de Paris, Clichy, France.
| | - Vincent Wai-Sun Wong
- State Key Laboratory of Digestive Disease, Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong, China; Medical Data Analytics Centre, Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China.
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Lertsakulbunlue S, Mungthin M, Rangsin R, Kantiwong A, Sakboonyarat B. Relationship between triglyceride-glucose index and aminotransferase among Royal Thai Army personnel 2017-2021: a serial cross-sectional study. Lipids Health Dis 2023; 22:47. [PMID: 37013603 PMCID: PMC10069073 DOI: 10.1186/s12944-023-01811-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Accepted: 03/31/2023] [Indexed: 04/05/2023] Open
Abstract
BACKGROUND Insulin resistance (IR) is a major pathogenesis of nonalcoholic fatty liver disease (NAFLD). The triglyceride-glucose (TyG) index has recently gained popularity to assess IR and NAFLD due to its simplicity and low cost. The aim of the current study was to evaluate the relationship between the TyG index and aminotransferase. METHODS A serial cross-sectional study was conducted among 232,235 Royal Thai Army (RTA) personnel aged 35-60 years from 2017-2021. Elevated aminotransferase was defined as ≥ 40 U/L and ≥ 35 U/L among males and females, respectively. A linear regression analysis between the TyG index and log-transformed aminotransferase was performed. High- and low-TyG index groups were divided according to Youden's index cut point for predicting elevated aminotransferase. Multivariable logistic analysis was also utilized to investigate the association between the TyG index and elevated aminotransferase. RESULTS The TyG index revealed a dose‒response relationship with log-transformed aminotransferase in both sexes and all age groups. The TyG index was positively associated with the prevalence of elevated aminotransferases. In comparison with the first TyG quartile (< 8.37), participants in the fourth quartile (> 9.23) had a higher chance for elevated ALT (AOR: 2.81, 95% CI: 2.71-2.90 for males and AOR: 4.01, 95% CI: 3.50-4.60 for females, P < 0.001 for both). In the fourth TyG quartile, the prevalence of elevated ALT was 47.8% and 40.2% in the participants aged 35-44 and male participants, respectively. CONCLUSION A high TyG index is a novel risk factor for elevated aminotransferase among RTA personnel. Those with a high TyG index should be screened for elevated aminotransferase, particularly males aged 35-44 years.
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Affiliation(s)
| | - Mathirut Mungthin
- Department of Parasitology, Phramongkutklao College of Medicine, Bangkok, 10400, Thailand
| | - Ram Rangsin
- Department of Military and Community Medicine, Phramongkutklao College of Medicine, Bangkok, 10400, Thailand
| | - Anupong Kantiwong
- Department of Pharmacology, Phramongkutklao College of Medicine, Bangkok, 10400, Thailand
| | - Boonsub Sakboonyarat
- Department of Military and Community Medicine, Phramongkutklao College of Medicine, Bangkok, 10400, Thailand.
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Abstract
OBJECTIVES Dietary patterns can holistically provide insights into the association of food groups and nutrients with the disease. Several studies have evaluated the association of dietary patterns with the risk of non-alcoholic fatty liver disease (NAFLD) in Western populations. However, few studies focused on this topic were conducted on Korean adults. Therefore, in this cohort study, we aimed to investigate the association between dietary patterns and the risk of NAFLD among middle-aged Koreans. DESIGN The survey was performed at general hospitals and health examination centres in Korea. Dietary intake was assessed using a validated Food Frequency Questionnaire. The dietary patterns were identified using principal component analysis. The HR and 95% CI for NAFLD for each of the quartiles of the three dietary patterns were estimated using a Cox proportional hazards model. SETTING South Korean Community. PARTICIPANTS 44 460 healthy Koreans (aged 40-69 years) who completed a follow-up survey from 2012 to 2016 in the Health Examinees study were included. RESULTS Men and women following a prudent pattern showed a 22% and 36% lower NAFLD risk, respectively (men: HR=0.78; women: HR=0.64). Men and women who highly adhered to the flour-based food and meat pattern had a 29% and 55% higher NAFLD risk, respectively (men: HR=1.29; women: HR=1.55). CONCLUSION The prudent pattern induced a lower NAFLD risk, whereas the flour-based food and meat pattern induced a higher NAFLD risk. No significant difference was found between the white rice pattern and NAFLD risk.
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Affiliation(s)
- Jialei Fu
- Department of Food and Nutrition, Chung Ang Universit, Anseong, Gyeonggi-do, Korea
| | - Sangah Shin
- Department of Food and Nutrition, Chung Ang Universit, Anseong, Gyeonggi-do, Korea
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Sripongpun P, Ray Kim W, Mannalithara A, Charu V, Vidovszky A, Asch S, Desai M, Kim SH, Kwong AJ. The steatosis-associated fibrosis estimator (SAFE) score: A tool to detect low-risk NAFLD in primary care. Hepatology 2023; 77:256-267. [PMID: 35477908 PMCID: PMC9613815 DOI: 10.1002/hep.32545] [Citation(s) in RCA: 42] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/26/2021] [Revised: 04/06/2022] [Accepted: 04/07/2022] [Indexed: 02/03/2023]
Abstract
BACKGROUND NAFLD is common in primary care. Liver fibrosis stage 2 or higher (≥F2) increases future risk of morbidity and mortality. We developed and validated a score to aid in the initial assessment of liver fibrosis for NAFLD in primary care. METHODS Data from patients with biopsy-proven NAFLD were extracted from the NASH Clinical Research Network observational study ( n = 676). Using logistic regression and machine-learning methods, we constructed prediction models to distinguish ≥F2 from F0/1. The models were tested in participants in a trial ("FLINT," n = 280) and local patients with NAFLD with magnetic resonance elastography data ( n = 130). The final model was applied to examinees in the National Health and Nutrition Examination Survey (NHANES) III ( n = 11,953) to correlate with long-term mortality. RESULTS A multivariable logistic regression model was selected as the Steatosis-Associated Fibrosis Estimator (SAFE) score, which consists of age, body mass index, diabetes, platelets, aspartate and alanine aminotransferases, and globulins (total serum protein minus albumin). The model yielded areas under receiver operating characteristic curves ≥0.80 in distinguishing F0/1 from ≥F2 in testing data sets, consistently higher than those of Fibrosis-4 and NAFLD Fibrosis Scores. The negative predictive values in ruling out ≥F2 at SAFE of 0 were 88% and 92% in the two testing sets. In the NHANES III set, survival up to 25 years of subjects with SAFE < 0 was comparable to that of those without steatosis ( p = 0.34), whereas increasing SAFE scores correlated with shorter survival with an adjusted HR of 1.53 ( p < 0.01) for subjects with SAFE > 100. CONCLUSION The SAFE score, which uses widely available variables to estimate liver fibrosis in patients diagnosed with NAFLD, may be used in primary care to recognize low-risk NAFLD.
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Affiliation(s)
- Pimsiri Sripongpun
- Division of Gastroenterology and Hepatology, Department of Medicine, Stanford University
- Gastroenterology and Hepatology Unit, Division of Internal Medicine, Prince of Songkla University, Hat Yai, Thailand
| | - W. Ray Kim
- Division of Gastroenterology and Hepatology, Department of Medicine, Stanford University
| | - Ajitha Mannalithara
- Division of Gastroenterology and Hepatology, Department of Medicine, Stanford University
| | - Vivek Charu
- Department of Pathology, Stanford University
- Quantitative Sciences Unit, Department of Medicine, Stanford University
| | - Anna Vidovszky
- Division of Gastroenterology and Hepatology, Department of Medicine, Stanford University
| | - Steven Asch
- Division of Primary Care and Population Health, Department of Medicine, Stanford University
| | - Manisha Desai
- Quantitative Sciences Unit, Department of Medicine, Stanford University
| | - Sun H. Kim
- Endocrinology, Gerontology and Metabolism, Department of Medicine, Stanford University
- Stanford Diabetes Research Center, Stanford University
| | - Allison J. Kwong
- Division of Gastroenterology and Hepatology, Department of Medicine, Stanford University
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Ismaiel A, Portincasa P, Dumitrascu DL. Natural History of Nonalcoholic Fatty Liver Disease. ESSENTIALS OF NON-ALCOHOLIC FATTY LIVER DISEASE 2023:19-43. [DOI: 10.1007/978-3-031-33548-8_3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
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Seko Y, Takahashi H, Toyoda H, Hayashi H, Yamaguchi K, Iwaki M, Yoneda M, Arai T, Shima T, Fujii H, Morishita A, Kawata K, Tomita K, Kawanaka M, Yoshida Y, Ikegami T, Notsumata K, Oeda S, Kamada Y, Sumida Y, Fukushima H, Miyoshi E, Aishima S, Okanoue T, Nakajima A, Itoh Y. Diagnostic accuracy of enhanced liver fibrosis test for nonalcoholic steatohepatitis-related fibrosis: Multicenter study. Hepatol Res 2022; 53:312-321. [PMID: 36524984 DOI: 10.1111/hepr.13871] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Revised: 12/07/2022] [Accepted: 12/08/2022] [Indexed: 01/12/2023]
Abstract
AIM The enhanced liver fibrosis (ELF) test is a noninvasive method for diagnosing hepatic fibrosis in patients with nonalcoholic fatty liver disease (NAFLD). This multicenter cohort study aimed to evaluate the accuracy of the ELF test and compare it with other noninvasive tests in Japan. METHODS We analyzed 371 Japanese patients with biopsy-proven NAFLD. We constructed area under the receiver operator characteristic curves (AUROC) to determine the diagnostic accuracies of the ELF test, the Mac-2-binding protein glycosylation isomer (M2BPGi), the Fibrosis-4 (FIB-4) index, and combinations of these indices. RESULTS In patients with F0/F1/F2/F3/F4 fibrosis, the median values of the ELF test were 8.98/9.56/10.39/10.92/11.41, respectively. The AUROCs of the ELF test for patients with F0 versus F1-4, F0-1 versus F2-4, F0-2 versus F3-4, and F0-3 versus F4 fibrosis were 0.825/0.817/0.802/0.812, respectively. The AUROCs of the ELF test were greater than those of the FIB-4 index and M2BPGi at each fibrosis stage. Respective low and high cut-off values yielded sensitivities and specificities for predicting advanced fibrosis (≥F3) of 91.1% and 50.8%, and 38.5% and 92.8%, respectively. For F3 or F4 fibrosis, the combined values from the ELF test and FIB-4 index showed a sensitivity of 98.5%, and the combined values from the ELF test and M2BPGi assay showed a specificity of 97.5%. CONCLUSIONS In Japan, the ELF test predicts NAFLD-related fibrosis from its early stages. The diagnostic ability of the ELF test was not inferior to that of other indices, and the combined values of ELF plus other indices were more accurate.
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Affiliation(s)
- Yuya Seko
- Department of Gastroenterology and Hepatology, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | | | - Hidenori Toyoda
- Department of Gastroenterology, Ogaki Municipal Hospital, Ogaki, Japan
| | - Hideki Hayashi
- Department of Gastroenterology and Hepatology, Gifu Municipal Hospital, Gifu, Japan
| | - Kanji Yamaguchi
- Department of Gastroenterology and Hepatology, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Michihiro Iwaki
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Masato Yoneda
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Taeang Arai
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Nippon Medical School, Tokyo, Japan
| | - Toshihide Shima
- Department of Gastroenterology and Hepatology, Saiseikai Suita Hospital, Suita, Japan
| | - Hideki Fujii
- Department of Hepatology, Osaka Metropolitan University, Osaka, Japan
| | - Asahiro Morishita
- Department of Gastroenterology and Neurology, Faculty of Medicine, Kagawa University, Takamatsu, Japan
| | - Kazuhito Kawata
- Hepatology Division, Department of Internal Medicine II, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Kengo Tomita
- Department of Internal Medicine, National Defense Medical College, Tokorozawa, Japan
| | - Miwa Kawanaka
- General Internal Medicine 2, General Medical Center, Kawasaki Medical School, Okayama, Japan
| | - Yuichi Yoshida
- Department of Gastroenterology and Hepatology, Suita Municipal Hospital, Osaka, Japan
| | - Tadashi Ikegami
- Department of Gastroenterology and Hepatology, Tokyo Medical University Ibaraki Medical Center, Ibaraki, Japan
| | - Kazuo Notsumata
- Department of General Internal Medicine, Fukui-ken Saiseikai Hospital, Fukui, Japan
| | - Satoshi Oeda
- Liver Center, Saga University Hospital, Saga, Japan
| | - Yoshihiro Kamada
- Department of Advanced Metabolic Hepatology, Osaka University Graduate School of Medicine, Suita, Japan
| | - Yoshio Sumida
- Division of Hepatology and Pancreatology, Department of Internal Medicine, Aichi Medical University, Nagakute, Japan
| | - Hideaki Fukushima
- Diagnostics Business Area, Siemens Healthcare Diagnostics K.K., Tokyo, Japan
| | - Eiji Miyoshi
- Department of Molecular Biochemistry and Clinical Investigation, Osaka University Graduate School of Medicine, Suita, Japan
| | - Shinichi Aishima
- Department of Pathology and Microbiology, Faculty of Medicine, Saga University, Saga, Japan
| | - Takeshi Okanoue
- Department of Gastroenterology and Hepatology, Saiseikai Suita Hospital, Suita, Japan
| | - Atsushi Nakajima
- Department of Gastroenterology and Hepatology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Yoshito Itoh
- Department of Gastroenterology and Hepatology, Kyoto Prefectural University of Medicine, Kyoto, Japan
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Ni J, Chen C, Tang J, Hu S, You Y, Zhang S, Jiang J, Wang C, Wen W, Zhang X, Wang M. Effects of Shenxiang Suhe Pill on coronary heart disease complicated with nonalcoholic fatty liver disease: A case-control study. Medicine (Baltimore) 2022; 101:e31525. [PMID: 36626456 PMCID: PMC9750544 DOI: 10.1097/md.0000000000031525] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
OBJECTIVE To observe the clinical effect of Shenxiang Suhe Pill in the treatment of coronary heart disease (CHD) patients with nonalcoholic fatty liver disease (NAFLD). METHODS 56 CHD patients with NAFLD were randomly divided into an experimental group and control group. The control group was treated by conventional western medicines, while the experimental group was given Shenxiang Suhe Pill in addition to the treatment of the control group. Both groups were treated for 12 weeks. Before treatment and after 12 weeks of treatment, the clinical efficacy indices of the 2 groups were evaluated, including transient elastic B-ultrasound (Fibroscan), controlled attenuation parameter (CAP), alanine aminotransferase (ALT), aspartate aminotransferase (AST), low density lipoprotein cholesterol, high density lipoprotein cholesterol, triglyceride (TG), total cholesterol, high sensitivity-reactive protein (hs-CRP) and lactate dehydrogenase (LDH). RESULTS Compared with the control group, the CAP value of the experimental group decreased more significantly, and the severity classification of NAFLD was also significantly improved (P < .05). LDH and hs-CRP in the experimental group decreased after treatment (P < .05). TG and high density lipoprotein cholesterol indicators improved more in the experimental group than in the control group (P < .05). ALT and AST in neither group showed significant change (P > .05). CONCLUSION Shenxiang Suhe Pills has a significant overall curative effect in the treatment of patients with CHD complicated with NAFLD. It can reduce liver lipid deposition, reduce the severity of NAFLD, and has lipid-lowering and anti -inflammatory effects.
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Affiliation(s)
- Jie Ni
- Hangzhou Institute of Cardiovascular Diseases, Affiliated Hospital of Hangzhou Normal University, Hangzhou, China
| | - Chen Chen
- Hangzhou Institute of Cardiovascular Diseases, Affiliated Hospital of Hangzhou Normal University, Hangzhou, China
| | - Jiake Tang
- Hangzhou Institute of Cardiovascular Diseases, Affiliated Hospital of Hangzhou Normal University, Hangzhou, China
| | - Siqi Hu
- Hangzhou Institute of Cardiovascular Diseases, Affiliated Hospital of Hangzhou Normal University, Hangzhou, China
| | - Yao You
- Hangzhou Institute of Cardiovascular Diseases, Affiliated Hospital of Hangzhou Normal University, Hangzhou, China
| | - Shenghui Zhang
- Hangzhou Institute of Cardiovascular Diseases, Affiliated Hospital of Hangzhou Normal University, Hangzhou, China
| | - Jingjie Jiang
- Hangzhou Institute of Cardiovascular Diseases, Affiliated Hospital of Hangzhou Normal University, Hangzhou, China
| | - Chunyi Wang
- Hangzhou Institute of Cardiovascular Diseases, Affiliated Hospital of Hangzhou Normal University, Hangzhou, China
| | - Wen Wen
- Hangzhou Institute of Cardiovascular Diseases, Affiliated Hospital of Hangzhou Normal University, Hangzhou, China
| | - Xingwei Zhang
- Hangzhou Institute of Cardiovascular Diseases, Affiliated Hospital of Hangzhou Normal University, Hangzhou, China
| | - Mingwei Wang
- Hangzhou Institute of Cardiovascular Diseases, Affiliated Hospital of Hangzhou Normal University, Hangzhou, China
- * Correspondence: Mingwei Wang, Hangzhou Institute of Cardiovascular Diseases, Affiliated Hospital of Hangzhou Normal University, Hangzhou 310015, China (e-mail: )
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Chen B, Tang WHW, Rodriguez M, Corey KE, Sanyal AJ, Kamath PS, Bozkurt B, Virk HUH, Pressman GS, Lazarus JV, El-Serag HB, Krittanawong C. NAFLD in Cardiovascular Diseases: A Contributor or Comorbidity? Semin Liver Dis 2022; 42:465-474. [PMID: 36241194 DOI: 10.1055/s-0042-1757712] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Nonalcoholic fatty liver disease (NAFLD) and cardiovascular diseases are both highly prevalent conditions around the world, and emerging data have shown an association between them. This review found several longitudinal and cross-sectional studies showing that NAFLD was associated with coronary artery disease, cardiac remodeling, aortic valve remodeling, mitral annulus valve calcifications, diabetic cardiomyopathy, diastolic cardiac dysfunction, arrhythmias, and stroke. Although the specific underlying mechanisms are not clear, many hypotheses have been suggested, including that metabolic syndrome might act as an upstream metabolic defect, leading to end-organ manifestations in both the heart and liver. Management of NAFLD includes weight loss through lifestyle interventions or bariatric surgery, and pharmacological interventions, often targeting comorbidities. Although there are no Food and Drug Administration-approved nonalcoholic steatohepatitis-specific therapies, several drug candidates have demonstrated effect in the improvement in fibrosis or nonalcoholic steatohepatitis resolution. Further studies are needed to assess the effect of those interventions on cardiovascular outcomes, the major cause of mortality in patients with NAFLD. In conclusion, a more comprehensive, multidisciplinary approach to diagnosis and management of patients with NAFLD and cardiovascular diseases is needed to optimize clinical outcomes.
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Affiliation(s)
- Bing Chen
- Department of Gastroenterology and Nutrition, Geisinger Medical Center, Danville, Pennsylvania
| | - W H Wilson Tang
- Heart Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, Ohio
| | - Mario Rodriguez
- John T. Milliken Department of Medicine, Division of Cardiovascular disease, Barnes-Jewish Hospital/Washington University in St. Louis School of Medicine, St. Louis, Missouri
| | - Kathleen E Corey
- Liver Center, Gastroenterology Division, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Arun J Sanyal
- Division of Gastroenterology, Hepatology and Nutrition, Department of Internal Medicine, Virginia Commonwealth University, Richmond, Virginia
| | - Patrick S Kamath
- Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science, Rochester, Minnesota
| | - Biykem Bozkurt
- Winters Center for Heart Failure Research, Cardiovascular Research Institute (B.B.), Baylor College of Medicine, DeBakey VA Medical Center, Houston, Texas
| | - Hafeez Ul Hassan Virk
- Harrington Heart & Vascular Institute, Case Western Reserve University, University Hospitals Cleveland Medical Center, Cleveland, Ohio
| | - Gregg S Pressman
- Division of Cardiovascular Diseases, Einstein Medical Center, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Jeffrey V Lazarus
- Barcelona Institute for Global Health (ISGlobal), Hospital Clínic, University of Barcelona, Barcelona, Spain.,Faculty of Medicine, University of Barcelona, Barcelona, Spain
| | - Hashem B El-Serag
- Section of Gastroenterology and Hepatology, Michael E. DeBakey Veterans Affairs Medical Center, Baylor College of Medicine, Houston, Texas.,Veterans Affairs Health Services Research and Development Center for Innovations in Quality, Effectiveness, and Safety, Michael E. DeBakey Veterans Affairs Medical Center, Houston, Texas
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Vilar-Gomez E, Pirola CJ, Sookoian S, Wilson LA, Liang T, Chalasani N. PNPLA3 rs738409 and risk of fibrosis in NAFLD: Exploring mediation pathways through intermediate histological features. Hepatology 2022; 76:1482-1494. [PMID: 35349726 PMCID: PMC9519813 DOI: 10.1002/hep.32491] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Revised: 02/24/2022] [Accepted: 03/27/2022] [Indexed: 12/22/2022]
Abstract
BACKGROUND AND AIMS It is unclear whether rs738409 (p.I148M) missense variant in patatin-like phospholipase domain-containing 3 rs738409 promotes fibrosis development by triggering specific fibrogenic pathways or by creating an unfavorable microenvironment by promoting steatosis, inflammation, and ultimately fibrosis. We tested the hypothesis that intermediate histologic traits, including steatosis, lobular and portal inflammation, and ballooning may determine the effect of rs738409 on liver fibrosis among individuals with biopsy-proven NAFLD. APPROACH AND RESULTS Causal mediation models including multiple mediators in parallel or sequentially were performed to examine the effect of rs738409, by decomposing its total effect on fibrosis severity into direct and indirect effects, mediated by histology traits in 1153 non-Hispanic White patients. Total effect of rs738409 on fibrosis was β = 0.19 (95% CI: 0.09-0.29). The direct effect of rs738409 on fibrosis after removing mediators' effects was β = 0.09 (95% CI: 0.01-0.17) and the indirect effect of rs738409 on fibrosis through all mediators' effects were β = 0.010 (95% CI: 0.04-0.15). Among all mediators, the greatest estimated effect size was displayed by portal inflammation (β = 0.09, 95% CI: 0.05-0.12). Among different sequential combinations of histology traits, the path including lobular inflammation followed by ballooning degeneration displayed the most significant indirect effect (β = 0.023, 95% CI: 0.011-0.037). Mediation analysis in a separate group of 404 individuals with biopsy-proven NAFLD from other races and ethnicity showed similar results. CONCLUSIONS In NAFLD, nearly half of the total effect of the rs738409 G allele on fibrosis severity could be explained by a direct pathway, suggesting that rs738409 may promote fibrosis development by activating specific fibrogenic pathways. A large proportion of the indirect effect of rs738409 on fibrosis severity is mediated through portal inflammation.
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Affiliation(s)
- Eduardo Vilar-Gomez
- Department of Medicine, Division of Gastroenterology and Hepatology, Indiana University School of Medicine, Indianapolis, IN, US
| | - Carlos J. Pirola
- Molecular Genetics and Biology of Complex Diseases and Department of Clinical and Molecular Hepatology, Institute of Medical Research (IDIM), University of Buenos Aires-National Scientific and Technical Research Council (CONICET), Ciudad Autonoma de Buenos Aires, Argentina
| | - Silvia Sookoian
- Molecular Genetics and Biology of Complex Diseases and Department of Clinical and Molecular Hepatology, Institute of Medical Research (IDIM), University of Buenos Aires-National Scientific and Technical Research Council (CONICET), Ciudad Autonoma de Buenos Aires, Argentina
| | - Laura A. Wilson
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Tiebing Liang
- Department of Medicine, Division of Gastroenterology and Hepatology, Indiana University School of Medicine, Indianapolis, IN, US
| | - Naga Chalasani
- Department of Medicine, Division of Gastroenterology and Hepatology, Indiana University School of Medicine, Indianapolis, IN, US
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The additive effect of genetic and metabolic factors in the pathogenesis of nonalcoholic fatty liver disease. Sci Rep 2022; 12:17608. [PMID: 36266438 PMCID: PMC9584936 DOI: 10.1038/s41598-022-22729-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Accepted: 10/18/2022] [Indexed: 01/13/2023] Open
Abstract
Both genetic and metabolic factors influence the pathology of nonalcoholic fatty liver disease (NAFLD). The aim of this retrospective study was to evaluate the impact of these factors at each stage of disease. We analysed the impact of obesity, diabetes mellitus and genetic risk factors (alleles of PNPLA3 or HSD17B13) on nonalcoholic steatohepatitis (NASH), significant fibrosis (stage ≥ 2) and advanced fibrosis (stage ≥ 3) in 346 patients. Genetic high risk was defined as having at least 2 risk alleles. The median age was 59 years, median body mass index was 27.1 kg/m2, and 46.8% had diabetes mellitus. Obesity was a risk factor for NASH, significant fibrosis, and advanced fibrosis. Diabetes mellitus increased the risk of NASH. Genetic risk increased the risk of significant and advanced fibrosis. Odds ratios for NASH, significant fibrosis and advanced fibrosis increased with the number of genetic and metabolic risk factors. The patients with both metabolic and genetic risks had an odds ratio of 12.30 for NASH, 5.50 for significant fibrosis, and 6.25 for advanced fibrosis. Factors strongly impact on the pathology of NAFLD differed according to the fibrosis stages. Synergistic effects were observed between genetic and metabolic factors at all stages.
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Suri J, Borja S, Lim JK. Combination strategies for pharmacologic treatment of non-alcoholic steatohepatitis. World J Gastroenterol 2022; 28:5129-5140. [PMID: 36188726 PMCID: PMC9516677 DOI: 10.3748/wjg.v28.i35.5129] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Revised: 07/26/2022] [Accepted: 08/25/2022] [Indexed: 02/06/2023] Open
Abstract
Non-alcoholic steatohepatitis (NASH) is defined as hepatic steatosis, inflammation, and hepatocyte injury with or without fibrosis. It has emerged as the second leading indication for liver transplantation with a rising death rate in the non-transplantable population. While there are many drugs in evaluation, currently no approved therapies are on the market for this condition. Given this importance, the Food and Drug Administration has provided formal guidance regarding drug development for stopping or reversing NASH or NASH associated fibrosis. The complex pathogenesis of NASH and its bidirectional relationship with metabolic syndrome has highlighted multiple drugs of interest that address metabolic, inflammatory, and fibrotic factors. A few promising liver specific targets include farnesoid X receptor agonists and peroxisome proliferator-activated receptor agonists. Previously studied drug classes such as glucagon-like peptide-1 analogs or sodium/glucose transport protein 2 inhibitors have also demonstrated ability to improve hepatic steatosis. Here we discuss current rationale, scientific work, and preliminary data in combining multiple drugs for the purposes of a multimodal attack on the pathogenesis of NASH. We highlight multiple Phase 2 and Phase 3 studies that demonstrate the potential to achieve a response rate higher than previously assessed monotherapies for this condition. Ultimately, one of these combination strategies may rise above in its safety and efficacy to become a part of a standardized approach to NASH.
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Affiliation(s)
- Jaspreet Suri
- Department of Gastroenterology, Norwalk Hospital, Norwalk, CT 06856, United States
| | - Sebastian Borja
- Department of Internal Medicine, Norwalk Hospital, Norwalk, CT 06850, United States
| | - Joseph K Lim
- Section of Digestive Diseases, Yale University School of Medicine, New Haven, CT 06520, United States
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Young Kim S, Mun S, Yu JH, Jin YJ, Ju Suh Y, Cho SH, Lee JW. Association between small dense LDL levels and hepatic fibrosis in patients with nonalcoholic fatty liver disease. Medicine (Baltimore) 2022; 101:e30527. [PMID: 36123875 PMCID: PMC9478249 DOI: 10.1097/md.0000000000030527] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
While patients with nonalcoholic fatty liver disease (NAFLD) continue to increase worldwide, few hematological biomarkers are helpful. This study examined the potential of small dense low density lipoprotein (sdLDL) as a noninvasive biomarker for NAFLD and investigated the relevance of liver fibrosis. One hundred seventy two patients were enrolled: 121 NAFLD patients and 51 healthy controls. The lipoprotein profiles of NAFLD patients and controls were analyzed, and transient elastography (Fibroscan®) was performed to evaluate the degree of NAFLD. The liver biopsy results in some NAFLD patients were also analyzed. Age-gender matching was performed among the 172 patients, and a comparison with 46 NAFLD patients with the control group confirmed that the sdLDL (P < .001) is significantly higher in the NAFLD group. A liver fibrosis test performed on 121 NAFLD patients confirmed a positive correlation between the degree of hepatic fibrosis and the sdLDL/LDL ratio (R = 0.215, P = .017). The area under the curve of the sdLDL for the diagnosis of NAFLD was 0.734 (95% CI, 0.631-0.838), and the area under the curve of the sdLDL/LDL ratio was 0.730 (95% CI, 0.621-0.829). The sdLDL and NAFLD activity scores of the 11 NAFLD patients who underwent liver biopsy showed a positive correlation, but it was not statistically significant. The sdLDL was higher in NAFLD patients than in controls and showed a tendency to increase gradually with increasing degree of hepatic steatosis and fibrosis. In particular, the sdLDL/LDL ratio showed a significant correlation with the degree of hepatic fibrosis, and the sdLDL measurement could be useful in NAFLD patients.
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Affiliation(s)
- Sun Young Kim
- Department of Internal Medicine, Inha University Hospital, Inha University School of Medicine, Incheon, Korea
| | - Subin Mun
- Digestive Disease Center, Department of Internal Medicine, Inha University School of Medicine, Incheon, Korea
| | - Jung Hwan Yu
- Department of Internal Medicine, Inha University Hospital, Inha University School of Medicine, Incheon, Korea
- *Correspondence: Jung Hwan Yu, Department of Internal Medicine and Division of GI and Liver Diseases, Inha University Hospital, Inha University School of Medicine, Inha University, Incheon 22332, Korea (e-mail: )
| | - Young-Joo Jin
- Department of Internal Medicine, Inha University Hospital, Inha University School of Medicine, Incheon, Korea
| | - Young Ju Suh
- Department of Biomedical Sciences, College of Medicine, Inha University, Incheon, Korea
| | - Sang-Heon Cho
- Department of Clinical Pharmacology, Inha University Hospital, Inha University School of Medicine, Incheon, Korea
| | - Jin-Woo Lee
- Department of Internal Medicine, Inha University Hospital, Inha University School of Medicine, Incheon, Korea
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Singh N, Watt KD, Bhanji RA. The fundamentals of sex-based disparity in liver transplantation: Understanding can lead to change. Liver Transpl 2022; 28:1367-1375. [PMID: 35289056 DOI: 10.1002/lt.26456] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Revised: 02/21/2022] [Accepted: 03/09/2022] [Indexed: 01/13/2023]
Abstract
Liver transplantation (LT) is the definitive treatment for end-stage liver disease. Unfortunately, women are disadvantaged at every stage of the LT process. We conducted a literature review to increase the understanding of this disparity. Hormonal differences, psychological factors, and Model for End-Stage Liver Disease (MELD) score inequalities are some pretransplantation factors that contribute to this disparity. In the posttransplantation setting, women have differing risk than men in most major outcomes (perioperative complications, rejection, long-term renal dysfunction, and malignancy) and assessing the two groups together is disadvantageous. Herein, we propose interventions including standardized criteria for LT referral, using an alternate MELD, education for support of women, and motivating women to seek living donors. Understanding sex-based differences will allow us to improve access, tailor management, and improve overall outcomes for all patients, particularly women.
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Affiliation(s)
- Noreen Singh
- Division of Gastroenterology (Liver Unit), University of Alberta Hospital, Edmonton, Alberta, Canada
| | - Kymberly D Watt
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota, USA
| | - Rahima A Bhanji
- Division of Gastroenterology (Liver Unit), University of Alberta Hospital, Edmonton, Alberta, Canada
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Chew NWS, Ng CH, Truong E, Noureddin M, Kowdley KV. Nonalcoholic Steatohepatitis Drug Development Pipeline: An Update. Semin Liver Dis 2022; 42:379-400. [PMID: 35709720 DOI: 10.1055/a-1877-9656] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Nonalcoholic steatohepatitis (NASH) is a burgeoning global health crisis that mirrors the obesity pandemic. This global health crisis has stimulated active research to develop novel NASH pharmacotherapies targeting dysregulated inflammatory, cellular stress, and fibrogenetic processes that include (1) metabolic pathways to improve insulin sensitivity, de novo lipogenesis, and mitochondrial utilization of fatty acids; (2) cellular injury or inflammatory targets that reduce inflammatory cell recruitment and signaling; (3) liver-gut axis targets that influence bile acid enterohepatic circulation and signaling; and (4) antifibrotic targets. In this review, we summarize several of the therapeutic agents that have been studied in phase 2 and 3 randomized trials. In addition to reviewing novel therapeutic drugs targeting nuclear receptor pathways, liver chemokine receptors, liver lipid metabolism, lipotoxicity or cell death, and glucagon-like peptide-1 receptors, we also discuss the rationale behind the use of combination therapy and the lessons learned from unsuccessful or negative clinical trials.
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Affiliation(s)
- Nicholas W S Chew
- Department of Cardiology, National University Heart Centre, National University Hospital, Singapore, Singapore
| | - Cheng Han Ng
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Emily Truong
- Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California
| | - Mazen Noureddin
- Division of Digestive and Liver Diseases, Department of Medicine, Cedars-Sinai Fatty Liver Program, Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, California
| | - Kris V Kowdley
- Liver Institute Northwest and Elson S. Floyd College of Medicine, Washington State University, Seattle, Washington
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Phillips BE, Lantier L, Engman C, Garciafigueroa Y, Singhi A, Trucco M, Mantzoros C, Wasserman D, Giannoukakis N. Improvement in insulin sensitivity and prevention of high fat diet-induced liver pathology using a CXCR2 antagonist. Cardiovasc Diabetol 2022; 21:130. [PMID: 35831885 PMCID: PMC9277870 DOI: 10.1186/s12933-022-01564-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Accepted: 05/28/2022] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Liver pathology (LP) characteristic of non-alcoholic fatty acid disease (NAFLD)/non-alcoholic steatohepatitis (NASH) is a prevalent co-morbidity of type 2 diabetes (T2D). Accumulating evidence indicates that neutrophils driving insulin resistance (IR), including hepatic IR, precipitate T2D-associated NAFLD/NASH. We hypothesized that targeting neutrophil accumulation into insulin-sensitive tissues in mice using a CXCR2 antagonist under T2D-precipitating high fat diet (HFD) could improve insulin sensitivity and prevent the progression towards liver pathology reminiscent of NAFLD/NASH. METHODS Mice were age-matched and on standard rodent chow prior to 1:1 randomization into control and HFD formulated with the CXCR2 antagonist AZD5069 or with biologically inactive substitute. They were monitored for metabolic changes including insulin sensitivity using the hyperinsulinemic-euglycemic clamp and hepatic histopathologic evaluation in H&E-stained sections as well as via immunofluorescence microscopy of liver sections for leukocyte markers, collagen 1A1 formation, α-smooth muscle actin (SMA), and galectin-3 expression, for 16 weeks. Statistical tests used to determine significant differences among study groups and outcomes include Student's t-test, one-way ANOVA, repeated measures two-way ANOVA, and Fisher's exact test, depending on the analytical question. RESULTS Compared to mice on HFD, mice in the AZD5069-formulated HFD exhibited improved insulin sensitivity, a modest reduction in weight gain, and a significant improvement in LP and markers related to NAFLD/NASH. Mice in the AZD5069-formulated HFD also exhibited reduced neutrophil accumulation into the liver at the end of the 16 week study period. CONCLUSIONS These results show, for the first time, the effectiveness of a selective CXCR2 antagonist to improve insulin sensitivity, concomitantly preventing the progression towards LP characteristic of NAFLD/NASH. This represents a novel approach to target IR and developing LP under T2D-susceptible conditions using a single agent. Furthermore, our data extend the growing evidence in support of neutrophils as a leukocyte population that imprints and maintains a chronic inflammatory state in the progression of dysregulated metabolism in liver-specific co-morbid conditions.
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Affiliation(s)
- Brett E. Phillips
- Institute of Cellular Therapeutics, Allegheny Health Network, 11th Floor South Tower, 320 East North Avenue, Pittsburgh, PA S15212 USA
| | - Louise Lantier
- Department of Molecular Physiology and Biophysics, Vanderbilt University., Nashville, TN 37232 USA
| | - Carl Engman
- Institute of Cellular Therapeutics, Allegheny Health Network, 11th Floor South Tower, 320 East North Avenue, Pittsburgh, PA S15212 USA
| | - Yesica Garciafigueroa
- Institute of Cellular Therapeutics, Allegheny Health Network, 11th Floor South Tower, 320 East North Avenue, Pittsburgh, PA S15212 USA
| | - Aatur Singhi
- Department of Pathology, School of Medicine, Room A616.2, UPMC Presbyterian, University of Pittsburgh, 200 Lothrop Street, Pittsburgh, PA 15213 USA
| | - Massimo Trucco
- Institute of Cellular Therapeutics, Allegheny Health Network, 11th Floor South Tower, 320 East North Avenue, Pittsburgh, PA S15212 USA
| | - Christos Mantzoros
- Section of Endocrinology, VA Boston Healthcare System, Harvard Medical School, Boston, USA
- Department of Medicine Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA USA
| | - David Wasserman
- Department of Molecular Physiology and Biophysics, Vanderbilt University., Nashville, TN 37232 USA
| | - Nick Giannoukakis
- Institute of Cellular Therapeutics, Allegheny Health Network, 11th Floor South Tower, 320 East North Avenue, Pittsburgh, PA S15212 USA
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Nagral A, Bangar M, Menezes S, Bhatia S, Butt N, Ghosh J, Manchanayake JH, Mahtab MA, Singh SP. Gender Differences in Nonalcoholic Fatty Liver Disease. Euroasian J Hepatogastroenterol 2022; 12:S19-S25. [PMID: 36466099 PMCID: PMC9681575 DOI: 10.5005/jp-journals-10018-1370] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/28/2023] Open
Abstract
UNLABELLED Nonalcoholic fatty liver disease (NAFLD) has currently emerged as the most common liver disorder in both developed and developing countries. It has been observed that NAFLD exhibits sexual dimorphism, and there is limited understanding on the sex differences in adults with NAFLD. Nonalcoholic fatty liver disease shows marked differences in prevalence and severity with regards to gender. There are considerable biological disparities between males and females attributed to differences in the chromosomal makeup and sex hormone levels, distinct from the gender differences resulting from the sociocultural influences that lead to differences in lifestyle, which have a significant impact on the pathogenesis of this complex disorder. A multitude of factors contributes to the gender disparities seen and need to be researched in-depth to better understand the mechanisms behind them and the therapeutic measures that can be taken. In this article, we will review the gender disparities seen in NAFLD, as well as recent studies highlighting certain gender-specific factors contributing to its varying prevalence and severity. HOW TO CITE THIS ARTICLE Nagral A, Bangar M, Menezes S, et al. Gender Differences in Nonalcoholic Fatty Liver Disease. Euroasian J Hepato-Gastroenterol 2022;12(Suppl 1):S19-S25.
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Affiliation(s)
- Aabha Nagral
- Department of Gastroenterology, Jaslok Hospital and Research Centre, Mumbai, Maharashtra, India; Apollo Hospital, Navi Mumbai, Maharashtra, India
| | - Manisha Bangar
- Division of Gastroenterology and Hepatology, Century Hospitals, Hyderabad, Telangana, India
| | - Sherna Menezes
- Department of Gastroenterology, Jaslok Hospital and Research Centre, Mumbai, Maharashtra, India
| | - Shobna Bhatia
- Department of Gastroenterology, Sir HN Reliance Foundation Hospital, Mumbai, Maharashtra, India
| | - Nazish Butt
- Department of Gastroenterology, Jinnah Postgraduate Medical Center, Karachi, Pakistan
| | - Jhumur Ghosh
- Department of Hepatology, MH Samorita Hospital and Medical College, Dhaka, Bangladesh
| | | | - Mamun Al Mahtab
- Department of Hepatology, Bangabandhu Sheikh Mujib Medical University, Dhaka, Bangladesh
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