1
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Sun X, Wu J, Lv H, Wang B, Chen X, Ren W, Miao X, Guo Y, Kong X, Xu H, Bao Z, Xu Y, Li Z. C-C motif chemokines ligand 7 contributes to metabolic dysfunction-associated steatotic liver disease by enabling redox-sensitive induction of hypermethylated in cancer 1. Metabolism 2025; 168:156242. [PMID: 40157597 DOI: 10.1016/j.metabol.2025.156242] [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: 12/01/2024] [Revised: 03/19/2025] [Accepted: 03/24/2025] [Indexed: 04/01/2025]
Abstract
Metabolic dysfunction-associated steatotic liver disease (MASLD) has become a global pandemic and the most critical implication for liver transplantation. In the present study, we investigated the role of CC motif chemokine ligand 7 (CCL7) in MASLD pathogenesis focusing on mechanism and translational potential. We report that CCL7 blockade with a neutralization antibody attenuated MASLD in mice. RNA-seq performed in hepatocytes identified hypermethylated in cancer 1 (HIC1) as a novel target gene responsive to CCL7 treatment. CCL7 induced HIC1 expression was mediated by steroid receptor co-activator 1 (SRC-1) in a redox-sensitive manner. Mechanistically, enhanced ROS production by CCL7 activated protein kinase C theta (PKCθ), which in turn phosphorylated SRC-1 thereby enabling SRC-1 recruitment to the Hic1 promoter. Consistently SRC-1 depletion or HIC1 depletion ameliorated MASLD in mice. Further analysis revealed that SRC-1 activated Hic1 transcription in part by recruiting protein arginine methyltransferase 4 (PRMT4) in a redox-sensitive and phosphorylation-dependent manner. Importantly, pharmaceutical inhibition of PRMT4 activity with a small-molecule compound TP-064 mitigated MASLD in mice. Finally, relevance of the CCL7-SRC-1-PRMT4-HIC1 axis was confirmed in MASLD patients. In conclusion, our data uncover a previously unrecognized redox-sensitive mechanism underlying MASLD pathogenesis and present druggable targets for MASLD intervention.
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Affiliation(s)
- Xinyue Sun
- State Key Laboratory of Natural Medicines, Department of Pharmacology, China Pharmaceutical University, Nanjing, China; Department of Endocrinology, Jinan Central Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Jinge Wu
- State Key Laboratory of Natural Medicines, Department of Pharmacology, China Pharmaceutical University, Nanjing, China
| | - Huiqian Lv
- State Key Laboratory of Natural Medicines, Department of Pharmacology, China Pharmaceutical University, Nanjing, China
| | - Ben Wang
- State Key Laboratory of Natural Medicines, Department of Pharmacology, China Pharmaceutical University, Nanjing, China
| | - Xuelian Chen
- State Key Laboratory of Natural Medicines, Department of Pharmacology, China Pharmaceutical University, Nanjing, China
| | - Wenjing Ren
- Department of Endocrinology, Jinan Central Hospital Affiliated to Shandong First Medical University, Jinan, China; Institute of Brain Science and Brain-inspired Research, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China
| | - Xiulian Miao
- Institute of Biomedical Research and College of Agriculture and Biology, Liaocheng University, Liaocheng, China
| | - Yan Guo
- Institute of Biomedical Research and College of Agriculture and Biology, Liaocheng University, Liaocheng, China
| | - Xiaocen Kong
- Department of Endocrinology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Huihui Xu
- Key Laboratory of Targeted Intervention of Cardiovascular Disease, Collaborative Innovation Center for Cardiovascular Translational Medicine, Nanjing Medical University, Nanjing, China
| | - Zeqing Bao
- School of Bioscience and Bioengineering, South China University of Technology, Guangzhou, China.
| | - Yong Xu
- State Key Laboratory of Natural Medicines, Department of Pharmacology, China Pharmaceutical University, Nanjing, China; Institute of Biomedical Research and College of Agriculture and Biology, Liaocheng University, Liaocheng, China; Key Laboratory of Targeted Intervention of Cardiovascular Disease, Collaborative Innovation Center for Cardiovascular Translational Medicine, Nanjing Medical University, Nanjing, China.
| | - Zilong Li
- Department of Endocrinology, Jinan Central Hospital Affiliated to Shandong First Medical University, Jinan, China; Institute of Brain Science and Brain-inspired Research, Shandong First Medical University & Shandong Academy of Medical Sciences, Jinan, China; Institute of Biomedical Research and College of Agriculture and Biology, Liaocheng University, Liaocheng, China.
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Nakamura T, Masuda A, Nakano D, Amano K, Sano T, Nakano M, Kawaguchi T. Pathogenic Mechanisms of Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD)-Associated Hepatocellular Carcinoma. Cells 2025; 14:428. [PMID: 40136677 PMCID: PMC11941585 DOI: 10.3390/cells14060428] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2024] [Revised: 02/25/2025] [Accepted: 03/12/2025] [Indexed: 03/27/2025] Open
Abstract
Hepatocellular carcinoma (HCC) is the sixth most common cancer and the third leading cause of cancer deaths worldwide. The etiology of HCC has now dramatically changed from viral hepatitis to metabolic dysfunction-associated steatotic liver disease (MASLD). The main pathogenesis of MASLD-related HCC is the hepatic lipid accumulation of hepatocytes, which causes chronic inflammation and the subsequent progression of hepatic fibrosis. Chronic hepatic inflammation generates oxidative stress and DNA damage in hepatocytes, which contribute to genomic instability, resulting in the development of HCC. Several metabolic and molecular pathways are also linked to chronic inflammation and HCC in MASLD. In particular, the MAPK and PI3K-Akt-mTOR pathways are upregulated in MASLD, promoting the survival and proliferation of HCC cells. In addition, MASLD has been reported to enhance the development of HCC in patients with chronic viral hepatitis infection. Although there is no approved medication for MASLD besides resmetirom in the USA, there are some preventive strategies for the onset and progression of HCC. Sodium-glucose cotransporter-2 (SGLT2) inhibitor, a class of medications, has been reported to exert anti-tumor effects on HCC by regulating metabolic reprogramming. Moreover, CD34-positive cell transplantation improves hepatic fibrosis by promoting intrahepatic angiogenesis and supplying various growth factors. Furthermore, exercise improves MASLD through an increase in energy consumption as well as changes in chemokines and myokines. In this review, we summarize the recent progress made in the pathogenic mechanisms of MASLD-associated HCC. Furthermore, we introduced new therapeutic strategies for preventing the development of HCC based on the pathogenesis of MASLD.
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Affiliation(s)
- Toru Nakamura
- Division of Gastroenterology, Department of Medicine, School of Medicine, Kurume University, Kurume 830-0011, Japan; (T.N.); (A.M.); (D.N.); (K.A.); (T.S.); (M.N.)
- Liver Cancer Research Division, Research Center for Innovative Cancer Therapy, Kurume University, 67 Asahi-Machi, Kurume 830-0011, Japan
| | - Atsutaka Masuda
- Division of Gastroenterology, Department of Medicine, School of Medicine, Kurume University, Kurume 830-0011, Japan; (T.N.); (A.M.); (D.N.); (K.A.); (T.S.); (M.N.)
- Liver Cancer Research Division, Research Center for Innovative Cancer Therapy, Kurume University, 67 Asahi-Machi, Kurume 830-0011, Japan
| | - Dan Nakano
- Division of Gastroenterology, Department of Medicine, School of Medicine, Kurume University, Kurume 830-0011, Japan; (T.N.); (A.M.); (D.N.); (K.A.); (T.S.); (M.N.)
- Liver Cancer Research Division, Research Center for Innovative Cancer Therapy, Kurume University, 67 Asahi-Machi, Kurume 830-0011, Japan
| | - Keisuke Amano
- Division of Gastroenterology, Department of Medicine, School of Medicine, Kurume University, Kurume 830-0011, Japan; (T.N.); (A.M.); (D.N.); (K.A.); (T.S.); (M.N.)
- Fukuoka Consulting and Support Center for Liver Diseases, Kurume 830-0011, Japan
| | - Tomoya Sano
- Division of Gastroenterology, Department of Medicine, School of Medicine, Kurume University, Kurume 830-0011, Japan; (T.N.); (A.M.); (D.N.); (K.A.); (T.S.); (M.N.)
- Fukuoka Consulting and Support Center for Liver Diseases, Kurume 830-0011, Japan
| | - Masahito Nakano
- Division of Gastroenterology, Department of Medicine, School of Medicine, Kurume University, Kurume 830-0011, Japan; (T.N.); (A.M.); (D.N.); (K.A.); (T.S.); (M.N.)
| | - Takumi Kawaguchi
- Division of Gastroenterology, Department of Medicine, School of Medicine, Kurume University, Kurume 830-0011, Japan; (T.N.); (A.M.); (D.N.); (K.A.); (T.S.); (M.N.)
- Liver Cancer Research Division, Research Center for Innovative Cancer Therapy, Kurume University, 67 Asahi-Machi, Kurume 830-0011, Japan
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3
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Lan Y, Song R, Feng D, He J. Bioinformatic analysis of molecular expression patterns during the development and progression of metabolic dysfunction-associated steatotic liver disease (MASLD). Sci Rep 2025; 15:7294. [PMID: 40025132 PMCID: PMC11873118 DOI: 10.1038/s41598-025-90744-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2024] [Accepted: 02/14/2025] [Indexed: 03/04/2025] Open
Abstract
The global incidence of metabolic dysfunction-associated steatotic liver disease (MASLD) continues to rise, primarily driven by the escalating obesity epidemic worldwide. MASLD, a spectrum of liver disorders, can progress to more severe conditions, metabolic dysfunction-associated steatohepatitis (MASH), ultimately culminating in hepatocellular carcinoma (HCC). Given the complex nature of MASLD, there is an urgent need to develop robust risk prediction models and design specialized cancer screening initiatives tailored specifically for individuals with MASLD. This study aimed to identify genes exhibiting trending expression patterns that could serve as potential biomarkers or therapeutic targets. Our approach involved analyzing expression patterns across the five stages of MASLD development and progression. Notably, we introduced an innovative two-phase classification-MASLD occurrence and MASLD progression-instead of categorizing differentially expressed genes (DEGs) into multiple types. Leveraging LASSO regression models, we demonstrated their relatively strong capability to predict and distinguish both MASLD occurrence and progression. Furthermore, our analysis identified CYP7A1 and TNFRSF12A as significantly associated with the prognosis of MASLD progressing to HCC. These findings contribute to the understanding of gene expression dynamics in MASLD and may pave the way for the development of effective prognostic tools and targeted therapies in the realm of liver disease.
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Affiliation(s)
- Yuanfeng Lan
- Beijing Key Laboratory for Tumor Invasion and Metastasis, Department of Biochemistry and Molecular Biology, Capital Medical University, Beijing, People's Republic of China
| | - Ran Song
- Beijing Key Laboratory for Tumor Invasion and Metastasis, Department of Biochemistry and Molecular Biology, Capital Medical University, Beijing, People's Republic of China
- Laboratory for Clinical Medicine, Capital Medical University, Beijing, People's Republic of China
| | - Duiping Feng
- Department of Interventional Radiology, First Hospital of Shanxi Medical University, Taiyuan, People's Republic of China.
| | - Junqi He
- Beijing Key Laboratory for Tumor Invasion and Metastasis, Department of Biochemistry and Molecular Biology, Capital Medical University, Beijing, People's Republic of China.
- Laboratory for Clinical Medicine, Capital Medical University, Beijing, People's Republic of China.
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Xiao Y, Xu S, Hu W, Huang J, Jiang D, Na R, Yin Z, Zhang J, Chen H. Metabolic dysfunction-associated steatotic liver disease and risk of four intrahepatic and extrahepatic diseases. Ann Hepatol 2024; 30:101750. [PMID: 39638041 DOI: 10.1016/j.aohep.2024.101750] [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: 08/23/2024] [Revised: 09/15/2024] [Accepted: 09/30/2024] [Indexed: 12/07/2024]
Abstract
INTRODUCTION AND OBJECTIVES Recently, Delphi consensus proposed an overarching term steatotic liver disease (SLD), with various subcategories such as MASLD, MetALD and ALD. Our aim was to investigate the association between MASLD/MetALD/ALD and four intrahepatic and extrahepatic diseases (liver diseases, renal diseases, cardiovascular diseases, and cancers) in the UK Biobank cohort. PATIENTS AND METHODS By defining hepatic steatosis as image-derived phenotype (IDP)-PDFF >5.21%, we used data from the UK Biobank to diagnose MASLD/ MetALD/ALD. The odd ratio (OR) and the hazard ratio (HR) were calculated using the logistic regression modals and Cox regression models, respectively. RESULTS Among 39,230 eligible individuals, 6,865 MASLD subjects, 2,379 MetALD subjects and 884 ALD subjects were diagnosed. The last follow-up time was October 13, 2023. Consistent with the logistic analyses, MASLD/MetALD/ALD were significantly associated with a higher risk of liver diseases (HR=3.04 [95%CI:2.60-3.56], HR = 2.69 [95% CI: 2.12-3.42] and HR =3.99 [95%CI:2.92-5.45], respectively). Subjects with MASLD also had an increased higher risk of renal diseases (HR = 1.40 [95%CI:1.20-1.64]) and subjects with ALD had an increased higher risk of cancers (HR = 1.36 [95%CI:1.15-1.60]). CONCLUSION It is the first study to report the association between MASLD, MetALD, ALD and common intrahepatic and extrahepatic diseases based on magnetic resonance imaging data-PDFF. We found that MASLD, MetALD and ALD were risk factors for liver diseases. Meanwhile, MASLD was also a risk factor for renal diseases and ALD was a risk factor for cancers.
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Affiliation(s)
- Yiyuan Xiao
- School of Public Health (Shenzhen), Sun Yat-sen University, No.66, Gongchang Road, Guangming District, Shenzhen, Guangdong, China; Shenzhen Key Laboratory of Pathogenic Microbes and Biosafety, School of Public Health (Shenzhen), Shenzhen Campus of Sun Yat-sen University, No.66, Gongchang Road, Guangming District, Shenzhen, Guangdong, China.
| | - Sihua Xu
- School of Public Health (Shenzhen), Sun Yat-sen University, No.66, Gongchang Road, Guangming District, Shenzhen, Guangdong, China; Shenzhen Key Laboratory of Pathogenic Microbes and Biosafety, School of Public Health (Shenzhen), Shenzhen Campus of Sun Yat-sen University, No.66, Gongchang Road, Guangming District, Shenzhen, Guangdong, China.
| | - Wenyan Hu
- School of Public Health (Shenzhen), Sun Yat-sen University, No.66, Gongchang Road, Guangming District, Shenzhen, Guangdong, China; Shenzhen Key Laboratory of Pathogenic Microbes and Biosafety, School of Public Health (Shenzhen), Shenzhen Campus of Sun Yat-sen University, No.66, Gongchang Road, Guangming District, Shenzhen, Guangdong, China.
| | - Jiapeng Huang
- Department of Thyroid Surgery, The First Hospital of China Medical University, No. 155 in Nanjing North Street, Heping Distinct, Shenyang, Liaoning Province, China.
| | - Deke Jiang
- State Key Laboratory of Organ Failure Research, Guangdong Key Laboratory of Viral Hepatitis Research, Institutes of Liver Diseases Research of Guangdong Province, Department of Infectious Diseases and Hepatology Unit, Nanfang Hospital, Southern Medical University, 1838 North Guangzhou Avenue, Guangzhou, Guangdong, China.
| | - Rong Na
- Department of Surgery, School of Clinical Medicine, LKS Faculty of Medicine, The University of Hong Kong, 21 Sassoon Road, Pokfulam Hong Kong SAR, Hong Kong, China (Hong Kong).
| | - Zhaoqing Yin
- Department of Pediatric, Dehong People Hospital, 13 Yonghan Street, Mangshi, Dehong Dai and Jingpo Autonomous Prefecture, Yunnan, China.
| | - Jingjing Zhang
- School of Public Health (Shenzhen), Sun Yat-sen University, No.66, Gongchang Road, Guangming District, Shenzhen, Guangdong, China; Shenzhen Key Laboratory of Pathogenic Microbes and Biosafety, School of Public Health (Shenzhen), Shenzhen Campus of Sun Yat-sen University, No.66, Gongchang Road, Guangming District, Shenzhen, Guangdong, China.
| | - Haitao Chen
- School of Public Health (Shenzhen), Sun Yat-sen University, No.66, Gongchang Road, Guangming District, Shenzhen, Guangdong, China; Shenzhen Key Laboratory of Pathogenic Microbes and Biosafety, School of Public Health (Shenzhen), Shenzhen Campus of Sun Yat-sen University, No.66, Gongchang Road, Guangming District, Shenzhen, Guangdong, China.
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Danpanichkul P, Suparan K, Dutta P, Kaeosri C, Sukphutanan B, Pang Y, Kulthamrongsri N, Jaisa-Aad M, Ng CH, Teng M, Nakano M, Morishita A, Alkhouri N, Yang JD, Chen VL, Kim D, Fallon MB, Diaz LA, Arab JP, Mantzoros CS, Noureddin M, Lazarus JV, Wijarnpreecha K. Disparities in metabolic dysfunction-associated steatotic liver disease and cardiometabolic conditions in low and lower middle-income countries: a systematic analysis from the global burden of disease study 2019. Metabolism 2024; 158:155958. [PMID: 38942169 DOI: 10.1016/j.metabol.2024.155958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Revised: 06/08/2024] [Accepted: 06/23/2024] [Indexed: 06/30/2024]
Abstract
OBJECTIVE Metabolic dysfunction-associated steatotic liver disease (MASLD) and cardiometabolic conditions affect populations across economic strata. Nevertheless, there are limited epidemiological studies addressing these diseases in low (LICs) and lower-middle-income countries (lower MICs). Therefore, an analysis of the trend of MASLD and cardiometabolic conditions in these countries is necessary. METHODS From 2000 to 2019, jointpoint regression analysis was employed to calculate the prevalence, mortality, and disability-adjusted life years (DALYs) for cardiometabolic conditions including MASLD, type 2 diabetes mellitus (T2DM), dyslipidemia (DLP), hypertension (HTN), obesity, peripheral artery disease (PAD), atrial fibrillation and flutter (AF/AFL), ischemic heart disease (IHD), stroke, and chronic kidney disease from HTN and T2DM, in LICs and lower MICs (according to the World Bank Classification 2019) using the Global Burden of Disease 2019 data. RESULTS Among the eleven cardiometabolic conditions, MASLD (533.65 million), T2DM (162.96 million), and IHD (76.81 million) had the highest prevalence in LICs and Lower MICs in 2019. MASLD represented the largest proportion of global prevalence in these countries (43 %). From 2000 to 2019, mortality in LICs and lower MICs increased in all cardiometabolic conditions, with obesity-related mortality having the highest increase (+134 %). During this timeframe, there were increased age-standardized death rates (ASDR) from obesity, PAD, and AF/AFL. From all conditions, the DALYs-to-prevalence ratio was higher in LICs and lower MICs than the global average. CONCLUSION The burden of MASLD and cardiometabolic conditions is increasing worldwide, with LICs and lower MICs experiencing higher (DALYs) disability per prevalence. As these conditions are preventable, counteracting these trends requires not only the modification of ongoing actions but also the strategizing of immediate interventions.
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Affiliation(s)
- Pojsakorn Danpanichkul
- Department of Internal Medicine, Texas Tech University Health Sciences Center, Lubbock, TX, USA.
| | - Kanokphong Suparan
- Immunology Unit, Department of Microbiology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Priyata Dutta
- Department of Internal Medicine, Trinity Health, Ann Arbor, MI, USA
| | | | | | - Yanfang Pang
- Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, Guangxi 533000, China; National Immunological Laboratory of Traditional Chinese Medicine, Baise, Guangxi 533000, China; Key Laboratory of Research on Clinical Molecular Diagnosis for High Incidence Diseases in Western Guangxi, Baise, Guangxi 533000, China; Department of Microbiology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Narathorn Kulthamrongsri
- Department of Internal Medicine, John A. Burns School of Medicine, University of Hawai'i, Honolulu, Hawaii, USA
| | | | - Cheng Han Ng
- Department of Medicine, Kurume University School of Medicine, Kurume, Japan
| | - Margaret Teng
- Division of Gastroenterology and Hepatology, Department of Medicine, National University Health System, Singapore
| | - Masahito Nakano
- Department of Medicine, Kurume University School of Medicine, Kurume, Japan
| | - Asahiro Morishita
- Department of Gastroenterology and Neurology, Kagawa University, Kita-gun, Kagawa 761-0793, Japan
| | - Naim Alkhouri
- Department of Hepatology, Arizona Liver Health, Chandler, AZ, USA
| | - Ju Dong Yang
- Karsh Division of Gastroenterology and Hepatology, Comprehensive Transplant Center, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Vincent L Chen
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Donghee Kim
- Division of Gastroenterology and Hepatology, Stanford University School of Medicine, Stanford, CA, USA
| | - Michael B Fallon
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Arizona College of Medicine, Phoenix, AZ, USA; Department of Internal Medicine, Banner University Medical Center, Phoenix, AZ, USA
| | - Luis Antonio Diaz
- Departamento de Gastroenterologia, Escuela de Medicina, Pontificia Universidad Catolica de Chile, Santiago, Chile; Observatorio Multicéntrico de Enfermedades Gastrointestinales, OMEGA, Santiago, Chile; MASLD Research Center, Division of Gastroenterology and Hepatology, University of California San Diego, San Diego, CA, USA; The Global NASH Council, Washington, DC, USA
| | - Juan Pablo Arab
- Departamento de Gastroenterologia, Escuela de Medicina, Pontificia Universidad Catolica de Chile, Santiago, Chile; Observatorio Multicéntrico de Enfermedades Gastrointestinales, OMEGA, Santiago, Chile; Division of Gastroenterology, Hepatology, and Nutrition, Department of Internal Medicine, Virginia Commonwealth University School of Medicine, Richmond, VA, USA
| | - Christos S Mantzoros
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA; Department of Medicine, Boston VA Healthcare System, Boston, MA, USA
| | - Mazen Noureddin
- Houston Research Institute and Houston Methodist Hospital, Houston, TX, USA
| | - Jeffrey V Lazarus
- The Global NASH Council, Washington, DC, USA; CUNY Graduate School of Public Health and Health Policy (CUNY SPH), New York, NY, USA; Faculty of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain; Barcelona Institute for Global Health (ISGlobal), Hospital Clínic, University of Barcelona, Barcelona, Spain
| | - Karn Wijarnpreecha
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Arizona College of Medicine, Phoenix, AZ, USA; Department of Internal Medicine, Banner University Medical Center, Phoenix, AZ, USA; BIO5 Institute, University of Arizona College of Medicine-Phoenix, Phoenix, AZ, USA.
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Sakaue T, Terabe H, Takedatsu H, Kawaguchi T. Association between nonalcholic fatty liver disease and pancreatic cancer: Epidemiology, mechanisms, and antidiabetic medication. Hepatol Res 2024; 54:729-735. [PMID: 38884575 DOI: 10.1111/hepr.14081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Revised: 05/19/2024] [Accepted: 05/24/2024] [Indexed: 06/18/2024]
Abstract
Extrahepatic malignancies are the leading cause of death in patients with nonalcoholic fatty liver disease (NAFLD). Of these cancers, pancreatic cancer is one of the most lethal; however, the link between NAFLD and pancreatic cancer remains unclear. Recently, various research results have been reported on the association between NAFLD and pancreatic cancer, and the results of compiling this information revealed the following. First, the prevalence of pancreatic cancer in patients with NAFLD is at 0.26%. Second, the currently evident pathogenesis includes intrapancreatic risk factors, such as: (1) non-alcoholic fatty pancreas disease, and (2) intraductal papillary mucinous neoplasm; and extrapancreatic risk factors, such as: (1) insulin resistance and adipocytokines, (2) proinflammatory cytokines, and (3) dysbiosis. Finally, metformin and sodium-glucose cotransporter 2 inhibitors may reduce the risk of pancreatic cancer in diabetes patients with NAFLD. In this review, we summarize the recent evidence on the epidemiology and mechanisms for NAFLD-related pancreatic cancer. We further discuss the impact of anti-diabetic medication on pancreatic cancer.
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Affiliation(s)
- Takahiko Sakaue
- Division of Gastroenterology, Department of Medicine, Kurume University School of Medicine, Kurume, Japan
| | - Hiroya Terabe
- Division of Gastroenterology, Department of Medicine, Kurume University School of Medicine, Kurume, Japan
| | - Hidetoshi Takedatsu
- Division of Gastroenterology, Department of Medicine, Kurume University School of Medicine, Kurume, Japan
| | - Takumi Kawaguchi
- Division of Gastroenterology, Department of Medicine, Kurume University School of Medicine, Kurume, Japan
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7
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Park IG, Yoon SJ, Won SM, Oh KK, Hyun JY, Suk KT, Lee U. Gut microbiota-based machine-learning signature for the diagnosis of alcohol-associated and metabolic dysfunction-associated steatotic liver disease. Sci Rep 2024; 14:16122. [PMID: 38997279 PMCID: PMC11245548 DOI: 10.1038/s41598-024-60768-2] [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: 12/21/2023] [Accepted: 04/26/2024] [Indexed: 07/14/2024] Open
Abstract
Alcoholic-associated liver disease (ALD) and metabolic dysfunction-associated steatotic liver disease (MASLD) show a high prevalence rate worldwide. As gut microbiota represents current state of ALD and MASLD via gut-liver axis, typical characteristics of gut microbiota can be used as a potential diagnostic marker in ALD and MASLD. Machine learning (ML) algorithms improve diagnostic performance in various diseases. Using gut microbiota-based ML algorithms, we evaluated the diagnostic index for ALD and MASLD. Fecal 16S rRNA sequencing data of 263 ALD (control, elevated liver enzyme [ELE], cirrhosis, and hepatocellular carcinoma [HCC]) and 201 MASLD (control and ELE) subjects were collected. For external validation, 126 ALD and 84 MASLD subjects were recruited. Four supervised ML algorithms (support vector machine, random forest, multilevel perceptron, and convolutional neural network) were used for classification with 20, 40, 60, and 80 features, in which three nonsupervised ML algorithms (independent component analysis, principal component analysis, linear discriminant analysis, and random projection) were used for feature reduction. A total of 52 combinations of ML algorithms for each pair of subgroups were performed with 60 hyperparameter variations and Stratified ShuffleSplit tenfold cross validation. The ML models of the convolutional neural network combined with principal component analysis achieved areas under the receiver operating characteristic curve (AUCs) > 0.90. In ALD, the diagnostic AUC values of the ML strategy (vs. control) were 0.94, 0.97, and 0.96 for ELE, cirrhosis, and liver cancer, respectively. The AUC value (vs. control) for MASLD (ELE) was 0.93. In the external validation, the AUC values of ALD and MASLD (vs control) were > 0.90 and 0.88, respectively. The gut microbiota-based ML strategy can be used for the diagnosis of ALD and MASLD.ClinicalTrials.gov NCT04339725.
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Affiliation(s)
- In-Gyu Park
- Department of Electrical Engineering, Hallym University, Gyo-dong, Chuncheon, 24253, Republic of Korea
| | - Sang Jun Yoon
- Institute for Liver and Digestive Diseases, Hallym University, Chuncheon, 24253, Republic of Korea
| | - Sung-Min Won
- Institute for Liver and Digestive Diseases, Hallym University, Chuncheon, 24253, Republic of Korea
| | - Ki-Kwang Oh
- Institute for Liver and Digestive Diseases, Hallym University, Chuncheon, 24253, Republic of Korea
| | - Ji Ye Hyun
- Institute for Liver and Digestive Diseases, Hallym University, Chuncheon, 24253, Republic of Korea
| | - Ki Tae Suk
- Institute for Liver and Digestive Diseases, Hallym University, Chuncheon, 24253, Republic of Korea.
- Department of Internal Medicine, Hallym University Chuncheon Sacred Heart Hospital, Hallym University, Gyo-dong, Chuncheon, 24253, Republic of Korea.
| | - Unjoo Lee
- Department of Electrical Engineering, Hallym University, Gyo-dong, Chuncheon, 24253, Republic of Korea.
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Mori T, Ozawa E, Sasaki R, Shimakura A, Takahashi K, Kido Y, Kanda Y, Matsuo S, Tajima K, Beppu A, Nakao Y, Fukushima M, Haraguchi M, Miuma S, Miyaaki H, Adachi T, Eguchi S, Okano S, Nakao K. Are transmembrane 6 superfamily member 2 gene polymorphisms associated with steatohepatitis after pancreaticoduodenectomy? JGH Open 2024; 8:e13113. [PMID: 38919271 PMCID: PMC11197035 DOI: 10.1002/jgh3.13113] [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: 04/12/2024] [Revised: 05/29/2024] [Accepted: 06/09/2024] [Indexed: 06/27/2024]
Abstract
Aim After pancreaticoduodenectomy, 20-40% of patients develop steatotic liver disease (SLD), and steatohepatitis can be a problem. Although patatin-like phospholipase domain-containing 3 protein (PNPLA3) and transmembrane 6 superfamily member 2 (TM6SF2) polymorphisms are involved in SLD and steatohepatitis development, whether this is the case after pancreaticoduodenectomy is unclear. Methods and Results Forty-three patients with pancreatic cancer who underwent pancreaticoduodenectomy at our hospital between April 1, 2018, and March 31, 2021, were included. We extracted DNA from noncancerous areas of residual specimens after pancreaticoduodenectomy and determined PNPLA3 and TM6SF2 gene polymorphisms using real-time polymerase chain reaction. SLD was defined as a liver with an attenuation value of ≤40 HU or a liver-to-spleen ratio of ≤0.9 on computed tomography. We defined high hepatic fibrosis indexes (HFI) instead of steatohepatitis as a Fibrosis-4 index of ≥2.67 or nonalcoholic fatty liver disease fibrosis score of ≥0.675 in patients with SLD. The cumulative incidence of SLD (P = 0.299) and high HFI (P = 0.987) after pancreaticoduodenectomy were not significantly different between the PNPLA3 homozygous and minor allele groups. The incidences of high HFI at 1 year after pancreaticoduodenectomy were 16.8% and 27.0% in the TM6SF2 major homozygous and minor allele groups, respectively, with a significant difference in the cumulative incidence (P = 0.046). Conclusion The TM6SF2 minor allele may contribute to steatohepatitis development after pancreaticoduodenectomy.
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Affiliation(s)
- Tomotaka Mori
- Department of Gastroenterology and HepatologyNagasaki University Graduate School of Biomedical SciencesNagasakiJapan
- Department of Gastroenterology and HepatologyJapanese Red Cross Nagasaki Genbaku HospitalNagasakiJapan
| | - Eisuke Ozawa
- Department of Gastroenterology and HepatologyNagasaki University Graduate School of Biomedical SciencesNagasakiJapan
| | - Ryu Sasaki
- Department of Gastroenterology and HepatologyNagasaki University Graduate School of Biomedical SciencesNagasakiJapan
| | - Akane Shimakura
- Department of Gastroenterology and HepatologyNagasaki University Graduate School of Biomedical SciencesNagasakiJapan
| | - Kosuke Takahashi
- Department of Gastroenterology and HepatologyNagasaki University Graduate School of Biomedical SciencesNagasakiJapan
| | - Yoko Kido
- Department of Gastroenterology and HepatologyNagasaki University Graduate School of Biomedical SciencesNagasakiJapan
| | - Yasuko Kanda
- Department of Gastroenterology and HepatologyNagasaki University Graduate School of Biomedical SciencesNagasakiJapan
| | - Satoshi Matsuo
- Department of Gastroenterology and HepatologyNagasaki University Graduate School of Biomedical SciencesNagasakiJapan
| | - Kazuaki Tajima
- Department of Gastroenterology and HepatologyNagasaki University Graduate School of Biomedical SciencesNagasakiJapan
| | - Asami Beppu
- Department of Gastroenterology and HepatologyNagasaki University Graduate School of Biomedical SciencesNagasakiJapan
| | - Yasuhiko Nakao
- Department of Gastroenterology and HepatologyNagasaki University Graduate School of Biomedical SciencesNagasakiJapan
| | - Masanori Fukushima
- Department of Gastroenterology and HepatologyNagasaki University Graduate School of Biomedical SciencesNagasakiJapan
| | - Masafumi Haraguchi
- Department of Gastroenterology and HepatologyNagasaki University Graduate School of Biomedical SciencesNagasakiJapan
| | - Satoshi Miuma
- Department of Gastroenterology and HepatologyNagasaki University Graduate School of Biomedical SciencesNagasakiJapan
| | - Hisamitsu Miyaaki
- Department of Gastroenterology and HepatologyNagasaki University Graduate School of Biomedical SciencesNagasakiJapan
| | - Tomohiko Adachi
- Department of SurgeryNagasaki University Graduate School of Biomedical SciencesNagasakiJapan
| | - Susumu Eguchi
- Department of SurgeryNagasaki University Graduate School of Biomedical SciencesNagasakiJapan
| | - Shinji Okano
- Department of PathologyNagasaki University HospitalNagasakiJapan
| | - Kazuhiko Nakao
- Department of Gastroenterology and HepatologyNagasaki University Graduate School of Biomedical SciencesNagasakiJapan
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9
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Sogabe M, Okahisa T, Kagawa M, Sei M, Ueda H, Yokoyama R, Kagemoto K, Tanaka H, Kida Y, Nakamura F, Tomonari T, Okamoto K, Kawano Y, Miyamoto H, Sato Y, Nakasono M, Takayama T. Association of metabolic dysfunction-associated steatotic liver disease with erosive esophagitis development: a longitudinal observational study. J Gastroenterol Hepatol 2024; 39:1107-1114. [PMID: 38419514 DOI: 10.1111/jgh.16530] [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: 11/27/2023] [Revised: 01/19/2024] [Accepted: 02/08/2024] [Indexed: 03/02/2024]
Abstract
BACKGROUND AND AIM Although erosive esophagitis (EE) is associated with fatty liver and metabolic dysregulation, the association between EE and metabolic dysfunction-associated steatotic liver disease (MASLD) remains unclear. Thus, this study aimed to investigate the longitudinal association between MASLD and EE. METHODS We included 1578 patients without EE at baseline who underwent more than two health checkups over 2 years. Generalized estimation equations were used to analyze associations between MASLD and EE according to repeated measures at baseline and most recent stages. RESULTS EE development rates in men and women were 14.5% and 7.2%, respectively. After adjusting for lifestyle habits, the odds ratios of MASLD for EE development in men and women were 1.907 (95% confidence interval [CI]: 1.289-2.832, P < 0.005) and 1.483 (95% CI: 0.783-2.811, P = 0.227), respectively. In the subgroup analysis, after adjusting for lifestyle habits, among men and women aged ≥50 years with more than three MASLD components, the odds ratios for EE development were 2.408 (95% CI: 1.505-3.855, P < 0.001) and 2.148 (95% CI: 1.093-4.221, P < 0.05), respectively. After adjusting for various factors, the significant risk factors for EE development were different between men and women. CONCLUSION The influence of MASLD and other factors on EE development differed by sex and age. Particularly, patients aged ≥50 years with MASLD and with an increased number of MASLD components should be considered at increased risk for EE.
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Affiliation(s)
- Masahiro Sogabe
- Department of Gastroenterology and Oncology, Tokushima University Graduate School of Biomedical Sciences, Tokushima, Japan
- Department of Internal Medicine, Shikoku Central Hospital of the Mutual Aid Association of Public School Teachers, Shikokuchuo, Japan
| | - Toshiya Okahisa
- Department of Gastroenterology and Oncology, Tokushima University Graduate School of Biomedical Sciences, Tokushima, Japan
- Department of Internal Medicine, Shikoku Central Hospital of the Mutual Aid Association of Public School Teachers, Shikokuchuo, Japan
| | - Miwako Kagawa
- Department of Internal Medicine, Shikoku Central Hospital of the Mutual Aid Association of Public School Teachers, Shikokuchuo, Japan
| | - Motoko Sei
- Department of Gastroenterology and Oncology, Tokushima University Graduate School of Biomedical Sciences, Tokushima, Japan
| | - Hiroyuki Ueda
- Department of Gastroenterology and Oncology, Tokushima University Graduate School of Biomedical Sciences, Tokushima, Japan
- Department of Internal Medicine, Shikoku Central Hospital of the Mutual Aid Association of Public School Teachers, Shikokuchuo, Japan
| | - Reiko Yokoyama
- Department of Gastroenterology and Oncology, Tokushima University Graduate School of Biomedical Sciences, Tokushima, Japan
| | - Kaizo Kagemoto
- Department of Gastroenterology and Oncology, Tokushima University Graduate School of Biomedical Sciences, Tokushima, Japan
| | - Hironori Tanaka
- Department of Gastroenterology and Oncology, Tokushima University Graduate School of Biomedical Sciences, Tokushima, Japan
| | - Yoshifumi Kida
- Department of Gastroenterology and Oncology, Tokushima University Graduate School of Biomedical Sciences, Tokushima, Japan
| | - Fumika Nakamura
- Department of Gastroenterology and Oncology, Tokushima University Graduate School of Biomedical Sciences, Tokushima, Japan
| | - Tetsu Tomonari
- Department of Gastroenterology and Oncology, Tokushima University Graduate School of Biomedical Sciences, Tokushima, Japan
| | - Koichi Okamoto
- Department of Gastroenterology and Oncology, Tokushima University Graduate School of Biomedical Sciences, Tokushima, Japan
| | - Yutaka Kawano
- Department of Gastroenterology and Oncology, Tokushima University Graduate School of Biomedical Sciences, Tokushima, Japan
| | - Hiroshi Miyamoto
- Department of Gastroenterology and Oncology, Tokushima University Graduate School of Biomedical Sciences, Tokushima, Japan
| | - Yasushi Sato
- Department of Gastroenterology and Oncology, Tokushima University Graduate School of Biomedical Sciences, Tokushima, Japan
| | - Masahiko Nakasono
- Department of Internal Medicine, Tsurugi Municipal Handa Hospital, Tsurugi, Japan
| | - Tetsuji Takayama
- Department of Gastroenterology and Oncology, Tokushima University Graduate School of Biomedical Sciences, Tokushima, Japan
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10
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Miwa T, Tajirika S, Imamura N, Adachi M, Horita R, Hanai T, Ng CH, Siddiqui MS, Fukao T, Shimizu M, Yamamoto M. Usefulness of health checkup-based indices in identifying metabolic dysfunction-associated steatotic liver disease. JGH Open 2024; 8:e13110. [PMID: 38895100 PMCID: PMC11183927 DOI: 10.1002/jgh3.13110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Revised: 05/22/2024] [Accepted: 05/28/2024] [Indexed: 06/21/2024]
Abstract
Aims The application of indices in the context of metabolic dysfunction-associated steatotic liver disease (MASLD) remains unexplored. We aimed to validate the ability of alanine aminotransferase (ALT), fatty liver index (FLI), and hepatic steatosis index (HSI) to identify MASLD during health checkups. Methods We recruited 627 participants and utilized their health checkup data and ultrasound to assess the potential of using ALT, FLI, and HSI as indices for MASLD; this was indicated by the area under the curve (AUC) and restricted cubic spline (RCS) model. The optimal, rule-out (sensitivity ≥90%), and rule-in (specificity ≥90%) cutoff values of each index for identifying MASLD were reported. Results Among participants with a median age of 46 years, the prevalence of MASLD was 28% in total (38% in males and 18% in females). RCS models confirmed a linear association between indices and MASLD. ROC analyses indicated that the AUC of ALT in identifying MASLD was 0.79 for the total cohort, 0.81 for males, and 0.69 for females. The optimal, rule-out, and rule-in cutoff values for ALT were 21, 13, and 29, respectively. Similarly, the AUC of FLI/HSI in identifying MASLD was 0.90/0.88 for the total cohort, 0.86/0.85 for males, and 0.93/0.90 for females. Considering the reference cutoff values, distinct cutoff values were observed between the sexes for FLI, while HSI had similar cutoff values. Conclusion This study demonstrated that ALT > 30 IU/L is a reasonable cutoff value to rule-in MASLD. ALT, FLI, and HSI are reliable indices for identifying MASLD during health checkups.
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Affiliation(s)
- Takao Miwa
- Health Administration CenterGifu UniversityGifuJapan
- Department of Gastroenterology/Internal Medicine, Graduate School of MedicineGifu UniversityGifuJapan
| | - Satoko Tajirika
- Health Administration CenterGifu UniversityGifuJapan
- Department of Gastroenterology/Internal Medicine, Graduate School of MedicineGifu UniversityGifuJapan
| | | | - Miho Adachi
- Health Administration CenterGifu UniversityGifuJapan
| | - Ryo Horita
- Health Administration CenterGifu UniversityGifuJapan
| | - Tatsunori Hanai
- Department of Gastroenterology/Internal Medicine, Graduate School of MedicineGifu UniversityGifuJapan
| | - Cheng Han Ng
- Division of Gastroenterology and Hepatology, Department of MedicineNational University HospitalSingaporeSingapore
| | - Mohammad Shadab Siddiqui
- Division of Gastroenterology, Hepatology and Nutrition, Department of Internal MedicineVirginia Commonwealth UniversityRichmondVirginiaUSA
| | - Taku Fukao
- Health Administration CenterGifu UniversityGifuJapan
| | - Masahito Shimizu
- Department of Gastroenterology/Internal Medicine, Graduate School of MedicineGifu UniversityGifuJapan
| | - Mayumi Yamamoto
- Health Administration CenterGifu UniversityGifuJapan
- United Graduate School of Drug Discovery and Medical Information SciencesGifu UniversityGifuJapan
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11
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Min BH, Devi S, Kwon GH, Gupta H, Jeong JJ, Sharma SP, Won SM, Oh KK, Yoon SJ, Park HJ, Eom JA, Jeong MK, Hyun JY, Stalin N, Park TS, Choi J, Lee DY, Han SH, Kim DJ, Suk KT. Gut microbiota-derived indole compounds attenuate metabolic dysfunction-associated steatotic liver disease by improving fat metabolism and inflammation. Gut Microbes 2024; 16:2307568. [PMID: 38299316 PMCID: PMC10841017 DOI: 10.1080/19490976.2024.2307568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Revised: 01/15/2024] [Accepted: 01/16/2024] [Indexed: 02/02/2024] Open
Abstract
Metabolic dysfunction-associated steatotic liver disease (MASLD) is the most common chronic liver disease, and its prevalence has increased worldwide in recent years. Additionally, there is a close relationship between MASLD and gut microbiota-derived metabolites. However, the mechanisms of MASLD and its metabolites are still unclear. We demonstrated decreased indole-3-propionic acid (IPA) and indole-3-acetic acid (IAA) in the feces of patients with hepatic steatosis compared to healthy controls. Here, IPA and IAA administration ameliorated hepatic steatosis and inflammation in an animal model of WD-induced MASLD by suppressing the NF-κB signaling pathway through a reduction in endotoxin levels and inactivation of macrophages. Bifidobacterium bifidum metabolizes tryptophan to produce IAA, and B. bifidum effectively prevents hepatic steatosis and inflammation through the production of IAA. Our study demonstrates that IPA and IAA derived from the gut microbiota have novel preventive or therapeutic potential for MASLD treatment.
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Affiliation(s)
- Byeong Hyun Min
- Institute for Liver and Digestive Diseases, Hallym University, Chuncheon, Republic of Korea
| | - Shivani Devi
- Department of Life Science, Gachon University, Sungnam, Republic of Korea
| | - Goo Hyun Kwon
- Institute for Liver and Digestive Diseases, Hallym University, Chuncheon, Republic of Korea
| | - Haripriya Gupta
- Institute for Liver and Digestive Diseases, Hallym University, Chuncheon, Republic of Korea
| | - Jin-Ju Jeong
- Institute for Liver and Digestive Diseases, Hallym University, Chuncheon, Republic of Korea
| | - Satya Priya Sharma
- Institute for Liver and Digestive Diseases, Hallym University, Chuncheon, Republic of Korea
| | - Sung-Min Won
- Institute for Liver and Digestive Diseases, Hallym University, Chuncheon, Republic of Korea
| | - Ki-Kwang Oh
- Institute for Liver and Digestive Diseases, Hallym University, Chuncheon, Republic of Korea
| | - Sang Jun Yoon
- Institute for Liver and Digestive Diseases, Hallym University, Chuncheon, Republic of Korea
| | - Hee Jin Park
- Institute for Liver and Digestive Diseases, Hallym University, Chuncheon, Republic of Korea
| | - Jung A Eom
- Institute for Liver and Digestive Diseases, Hallym University, Chuncheon, Republic of Korea
| | - Min Kyo Jeong
- Institute for Liver and Digestive Diseases, Hallym University, Chuncheon, Republic of Korea
| | - Ji Ye Hyun
- Institute for Liver and Digestive Diseases, Hallym University, Chuncheon, Republic of Korea
| | - Nattan Stalin
- Department of Life Science, Gachon University, Sungnam, Republic of Korea
| | - Tae-Sik Park
- Department of Life Science, Gachon University, Sungnam, Republic of Korea
| | - Jieun Choi
- Department of Agricultural Biotechnology, Center for Food and Bioconvergence, Research Institute of Agricultural and Life Sciences, Seoul National University, Seoul, Republic of Korea
| | - Do Yup Lee
- Department of Agricultural Biotechnology, Center for Food and Bioconvergence, Research Institute of Agricultural and Life Sciences, Seoul National University, Seoul, Republic of Korea
| | - Sang Hak Han
- Department of Pathology, Hallym University College of Medicine, Chuncheon, Republic of Korea
| | - Dong Joon Kim
- Institute for Liver and Digestive Diseases, Hallym University, Chuncheon, Republic of Korea
| | - Ki Tae Suk
- Institute for Liver and Digestive Diseases, Hallym University, Chuncheon, Republic of Korea
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