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Taneja S, Roy A, Duseja A. NASH After Liver Transplantation: Impact of Immunosuppression. J Clin Exp Hepatol 2023; 13:835-840. [PMID: 37693259 PMCID: PMC10483005 DOI: 10.1016/j.jceh.2023.03.013] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2023] [Accepted: 03/28/2023] [Indexed: 09/12/2023] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) has emerged as one of the common causes of cirrhosis and hepatocellular carcinoma (HCC) and is a leading indication for liver transplantation (LT). Patients with NAFLD-related cirrhosis and HCC are at high risk for the development of recurrent NAFLD after LT. NAFLD can also develop de novo post-transplantation in patients subjected to LT for other indications. Besides the pretransplant presence of various components of metabolic syndrome (MS) use of immunosuppressive agents in the post-LT setting forms one of the major drivers for the development of post-LT NAFLD. Individual components of conventional immunosuppressive regimens (corticosteroids, calcineurin inhibitors, and m-TOR inhibitors) are all implicated in the development of post-LT metabolic derangement and follow unique mechanisms of action and degree of disturbances. The development of cardiovascular risk is associated with post-LT NAFLD, although graft outcomes do not seem to be influenced only by the presence of post-LT NAFLD. Measures in consonance with the management of NAFLD, in general, including lifestyle modifications and control of metabolic risk factors, hold true for post-LT NAFLD. Tailoring immunosuppression strategies with early corticosteroid withdrawal and calcineurin inhibitor minimization balancing against the risk of graft rejection constitutes important nuances in the individualized management of post-LT NAFLD.
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Affiliation(s)
- Sunil Taneja
- Department of Hepatology, Postgraduate Institute on Medical Education & Research, Chandigarh, India
| | - Akash Roy
- Institute of Gastrosciences and Liver Transplantation Apollo Multispeciality Hospitals, Kolkata, India
| | - Ajay Duseja
- Department of Hepatology, Postgraduate Institute on Medical Education & Research, Chandigarh, India
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Li J, Sato T, Hernández-Tejero M, Beier JI, Sayed K, Benos PV, Wilkey DW, Humar A, Merchant ML, Duarte-Rojo A, Arteel GE. The plasma degradome reflects later development of NASH fibrosis after liver transplant. Sci Rep 2023; 13:9965. [PMID: 37340062 PMCID: PMC10282030 DOI: 10.1038/s41598-023-36867-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Accepted: 06/13/2023] [Indexed: 06/22/2023] Open
Abstract
Although liver transplantation (LT) is an effective therapy for cirrhosis, the risk of post-LT NASH is alarmingly high and is associated with accelerated progression to fibrosis/cirrhosis, cardiovascular disease and decreased survival. Lack of risk stratification strategies hampers early intervention against development of post-LT NASH fibrosis. The liver undergoes significant remodeling during inflammatory injury. During such remodeling, degraded peptide fragments (i.e., 'degradome') of the ECM and other proteins increase in plasma, making it a useful diagnostic/prognostic tool in chronic liver disease. To investigate whether liver injury caused by post-LT NASH would yield a unique degradome profile that is predictive of severe post-LT NASH fibrosis, a retrospective analysis of 22 biobanked samples from the Starzl Transplantation Institute (12 with post-LT NASH after 5 years and 10 without) was performed. Total plasma peptides were isolated and analyzed by 1D-LC-MS/MS analysis using a Proxeon EASY-nLC 1000 UHPLC and nanoelectrospray ionization into an Orbitrap Elite mass spectrometer. Qualitative and quantitative peptide features data were developed from MSn datasets using PEAKS Studio X (v10). LC-MS/MS yielded ~ 2700 identifiable peptide features based on the results from Peaks Studio analysis. Several peptides were significantly altered in patients that later developed fibrosis and heatmap analysis of the top 25 most significantly changed peptides, most of which were ECM-derived, clustered the 2 patient groups well. Supervised modeling of the dataset indicated that a fraction of the total peptide signal (~ 15%) could explain the differences between the groups, indicating a strong potential for representative biomarker selection. A similar degradome profile was observed when the plasma degradome patterns were compared being obesity sensitive (C57Bl6/J) and insensitive (AJ) mouse strains. The plasma degradome profile of post-LT patients yielded stark difference based on later development of post-LT NASH fibrosis. This approach could yield new "fingerprints" that can serve as minimally-invasive biomarkers of negative outcomes post-LT.
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Affiliation(s)
- Jiang Li
- Department of Medicine, University of Pittsburgh, Thomas E. Starzl Biomedical Science Tower, West 1143, 200 Lothrop Street, Pittsburgh, PA, 15213, USA
| | - Toshifumi Sato
- Department of Medicine, University of Pittsburgh, Thomas E. Starzl Biomedical Science Tower, West 1143, 200 Lothrop Street, Pittsburgh, PA, 15213, USA
| | - María Hernández-Tejero
- Department of Medicine, University of Pittsburgh, Thomas E. Starzl Biomedical Science Tower, West 1143, 200 Lothrop Street, Pittsburgh, PA, 15213, USA
| | - Juliane I Beier
- Department of Medicine, University of Pittsburgh, Thomas E. Starzl Biomedical Science Tower, West 1143, 200 Lothrop Street, Pittsburgh, PA, 15213, USA
- Pittsburgh Liver Research Center, University of Pittsburgh, Pittsburgh, PA, USA
| | - Khaled Sayed
- Department of Epidemiology, University of Florida, Gainesville, FL, USA
- Department of Electrical and Computer Engineering and Computer Science, University of New Haven, New Haven, CT, USA
| | | | - Daniel W Wilkey
- Department of Medicine, University of Louisville, Louisville, KY, USA
| | - Abhinav Humar
- Department of Surgery, University of Pittsburgh, Pittsburgh, PA, USA
| | | | - Andres Duarte-Rojo
- Division of Gastroenterology and Hepatology, Northwestern Medicine and Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
- Comprehensive Transplant Center, Northwestern Medicine and Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Gavin E Arteel
- Department of Medicine, University of Pittsburgh, Thomas E. Starzl Biomedical Science Tower, West 1143, 200 Lothrop Street, Pittsburgh, PA, 15213, USA.
- Pittsburgh Liver Research Center, University of Pittsburgh, Pittsburgh, PA, USA.
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3
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Li J, Sato T, Hernández-Tejero M, Beier JI, Sayed K, Benos PV, Wilkey DW, Humar A, Merchant ML, Duarte-Rojo A, Arteel GE. The plasma degradome reflects later development of NASH fibrosis after liver transplant. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.01.30.526241. [PMID: 36778394 PMCID: PMC9915514 DOI: 10.1101/2023.01.30.526241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Although liver transplantation (LT) is an effective therapy for cirrhosis, the risk of post-LT NASH is alarmingly high and is associated with accelerated progression to fibrosis/cirrhosis, cardiovascular disease, and decreased survival. Lack of risk stratification strategies hamper liver undergoes significant remodeling during inflammatory injury. During such remodeling, degraded peptide fragments (i.e., 'degradome') of the ECM and other proteins increase in plasma, making it a useful diagnostic/prognostic tool in chronic liver disease. To investigate whether inflammatory liver injury caused by post-LT NASH would yield a unique degradome profile, predictive of severe post-LT NASH fibrosis, we performed a retrospective analysis of 22 biobanked samples from the Starzl Transplantation Institute (12 with post-LT NASH after 5 years and 10 without). Total plasma peptides were isolated and analyzed by 1D-LC-MS/MS analysis using a Proxeon EASY-nLC 1000 UHPLC and nanoelectrospray ionization into an Orbitrap Elite mass spectrometer. Qualitative and quantitative peptide features data were developed from MSn datasets using PEAKS Studio X (v10). LC-MS/MS yielded ∼2700 identifiable peptide features based on the results from Peaks Studio analysis. Several peptides were significantly altered in patients that later developed fibrosis and heatmap analysis of the top 25 most significantly-changed peptides, most of which were ECM-derived, clustered the 2 patient groups well. Supervised modeling of the dataset indicated that a fraction of the total peptide signal (∼15%) could explain the differences between the groups, indicating a strong potential for representative biomarker selection. A similar degradome profile was observed when the plasma degradome patterns were compared being obesity sensitive (C57Bl6/J) and insensitive (AJ) mouse strains. Both The plasma degradome profile of post-LT patients yields stark difference based on later development of post-LT NASH fibrosis. This approach could yield new "fingerprints" that can serve as minimally-invasive biomarkers of negative outcomes post-LT.
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Kalogirou MS, Giouleme O. Growing challenge of post-liver transplantation non-alcoholic fatty liver disease. World J Transplant 2022; 12:281-287. [PMID: 36187880 PMCID: PMC9516490 DOI: 10.5500/wjt.v12.i9.281] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Revised: 07/19/2022] [Accepted: 08/16/2022] [Indexed: 02/05/2023] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) is one of the leading causes of chronic liver disease, cirrhosis, and hepatocellular carcinoma worldwide, with an estimated prevalence of 25%. Post-liver transplantation (LT) recurrent or de novo hepatic steatosis is a common complication in recipients, irrespective of transplantation indication. Risk factors for graft steatosis mainly include obesity, immunosuppression, donor steatosis, and genetic factors. Liver transplant recipients are at high risk of developing insulin resistance, new-onset diabetes, and post-transplantation metabolic syndrome that is highly associated with immunosuppressive treatment. Post-LT NAFLD is often underdiagnosed due to the poor sensitivity of most routine imaging methods. The gold standard for the diagnosis of hepatic steatosis is liver biopsy, which is, however, limited to more complex cases due to its invasive nature. There is no approved pharmacotherapy in NAFLD. Lifestyle modification remains the cornerstone in NAFLD treatment. Other treatment strategies in post-LT NAFLD include lifestyle modifications, pharmacotherapy, bariatric surgery, and tailored immunosuppression. However, these approaches originate from recommendations in the general population, as there is scarce data regarding the safety and efficacy of current management strategies for NAFLD in liver transplant patients. Future prospective studies are required to achieve tailored treatment for these patients.
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Affiliation(s)
- Maria Styliani Kalogirou
- Gastroenterology and Hepatology Division of the Second Propedeutic Department of Internal Medicine, Hippokration General Hospital, Medical School, Aristotle University of Thessaloniki, Thessaloniki 54642, Greece
| | - Olga Giouleme
- Gastroenterology and Hepatology Division of the Second Propedeutic Department of Internal Medicine, Hippokration General Hospital, Medical School, Aristotle University of Thessaloniki, Thessaloniki 54642, Greece
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Roeb E, Canbay A, Bantel H, Bojunga J, de Laffolie J, Demir M, Denzer UW, Geier A, Hofmann WP, Hudert C, Karlas T, Krawczyk M, Longerich T, Luedde T, Roden M, Schattenberg J, Sterneck M, Tannapfel A, Lorenz P, Tacke F. Aktualisierte S2k-Leitlinie nicht-alkoholische Fettlebererkrankung der Deutschen Gesellschaft für Gastroenterologie, Verdauungs- und Stoffwechselkrankheiten (DGVS) – April 2022 – AWMF-Registernummer: 021–025. ZEITSCHRIFT FUR GASTROENTEROLOGIE 2022; 60:1346-1421. [PMID: 36100202 DOI: 10.1055/a-1880-2283] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Affiliation(s)
- E Roeb
- Gastroenterologie, Medizinische Klinik II, Universitätsklinikum Gießen und Marburg, Gießen, Deutschland
| | - A Canbay
- Medizinische Klinik, Universitätsklinikum Knappschaftskrankenhaus Bochum, Bochum, Deutschland
| | - H Bantel
- Klinik für Gastroenterologie, Hepatologie und Endokrinologie, Medizinische Hochschule Hannover (MHH), Hannover, Deutschland
| | - J Bojunga
- Medizinische Klinik I Gastroent., Hepat., Pneum., Endokrin., Universitätsklinikum Frankfurt, Frankfurt, Deutschland
| | - J de Laffolie
- Allgemeinpädiatrie und Neonatologie, Zentrum für Kinderheilkunde und Jugendmedizin, Universitätsklinikum Gießen und Marburg, Gießen, Deutschland
| | - M Demir
- Medizinische Klinik mit Schwerpunkt Hepatologie und Gastroenterologie, Charité - Universitätsmedizin Berlin, Campus Virchow-Klinikum und Campus Charité Mitte, Berlin, Deutschland
| | - U W Denzer
- Klinik für Gastroenterologie und Endokrinologie, Universitätsklinikum Gießen und Marburg, Marburg, Deutschland
| | - A Geier
- Medizinische Klinik und Poliklinik II, Schwerpunkt Hepatologie, Universitätsklinikum Würzburg, Würzburg, Deutschland
| | - W P Hofmann
- Gastroenterologie am Bayerischen Platz - Medizinisches Versorgungszentrum, Berlin, Deutschland
| | - C Hudert
- Klinik für Pädiatrie m. S. Gastroenterologie, Nephrologie und Stoffwechselmedizin, Charité Campus Virchow-Klinikum - Universitätsmedizin Berlin, Berlin, Deutschland
| | - T Karlas
- Klinik und Poliklinik für Onkologie, Gastroenterologie, Hepatologie, Pneumologie und Infektiologie, Universitätsklinikum Leipzig, Leipzig, Deutschland
| | - M Krawczyk
- Klinik für Innere Medizin II, Gastroent., Hepat., Endokrin., Diabet., Ern.med., Universitätsklinikum des Saarlandes, Homburg, Deutschland
| | - T Longerich
- Pathologisches Institut, Universitätsklinikum Heidelberg, Heidelberg, Deutschland
| | - T Luedde
- Klinik für Gastroenterologie, Hepatologie und Infektiologie, Universitätsklinikum Düsseldorf, Düsseldorf, Deutschland
| | - M Roden
- Klinik für Endokrinologie und Diabetologie, Universitätsklinikum Düsseldorf, Düsseldorf, Deutschland
| | - J Schattenberg
- I. Medizinische Klinik und Poliklinik, Universitätsmedizin Mainz, Mainz, Deutschland
| | - M Sterneck
- Klinik für Hepatobiliäre Chirurgie und Transplantationschirurgie, Universitätsklinikum Hamburg, Hamburg, Deutschland
| | - A Tannapfel
- Institut für Pathologie, Ruhr-Universität Bochum, Bochum, Deutschland
| | - P Lorenz
- Deutsche Gesellschaft für Gastroenterologie, Verdauungs- und Stoffwechselkrankheiten (DGVS), Berlin, Deutschland
| | - F Tacke
- Medizinische Klinik mit Schwerpunkt Hepatologie und Gastroenterologie, Charité - Universitätsmedizin Berlin, Campus Virchow-Klinikum und Campus Charité Mitte, Berlin, Deutschland
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Updated S2k Clinical Practice Guideline on Non-alcoholic Fatty Liver Disease (NAFLD) issued by the German Society of Gastroenterology, Digestive and Metabolic Diseases (DGVS) - April 2022 - AWMF Registration No.: 021-025. ZEITSCHRIFT FUR GASTROENTEROLOGIE 2022; 60:e733-e801. [PMID: 36100201 DOI: 10.1055/a-1880-2388] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
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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: 6] [Impact Index Per Article: 3.0] [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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Su R, Wei X, Wei Q, Lu D, Lin Z, Wang S, Shao C, Xu X. Extrahepatic organs in the development of non-alcoholic fatty liver disease in liver transplant patients. Hepatobiliary Surg Nutr 2022; 11:400-411. [PMID: 35693397 PMCID: PMC9186206 DOI: 10.21037/hbsn-20-568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Accepted: 09/23/2020] [Indexed: 08/30/2023]
Abstract
BACKGROUND AND OBJECTIVE Non-alcoholic fatty liver disease (NAFLD) is highly prevalent in patients who undergo liver transplantation (LT). Whereas there is huge data on NAFLD, little is known about NAFLD in LT. In this review, we aim to explore extrahepatic organs and their potential mechanisms in the development of NAFLD in LT patients and discuss current limitations in preclinical and clinical scenarios with suggestions for future study. METHODS The following keywords, such as NAFLD, NASH, liver transplant, therapy, pathogenesis and biomarkers, were set for literature retrieval. The articles which were published articles in English till 25th June 2020 in PubMed database were included, and there is no limit for the study design type. KEY CONTENT AND FINDINGS Following LT, there are significant shifts in the microbiota and farnesoid X receptor may be a potential therapeutic target for NAFLD in LT settings. The roles of probiotics and diet on NALFD remain inconclusive in LT background. Nevertheless, the adipokines and cytokines disorder and local insulin resistance of adipose tissue may contribute to NAFLD process. Bariatric surgeries are promising in controlling de novo and recurrent NAFLD with significant reduction in abdominal adipose tissue, despite the optimal timing is inconclusive in LT cases. Furthermore, circumstantial evidence indicates that miRNA-33a may function as a mediator bridging sarcopenia and NAFLD of post-LT. β-Hydroxy-β-Methyl-Butyrate treatment could improve muscle status in graft recipients and shows protective potential for NAFLD in LT settings. CONCLUSIONS Gut, adipose tissue and muscle are intricately intertwined in promoting NAFLD in LT cases. Further animal studies are needed to deepen our understanding of mechanisms in multi-organ crosstalk. High quality clinical trials are warrant for making guidelines and developing management strategies on NAFLD after LT.
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Affiliation(s)
- Renyi Su
- Department of Hepatobiliary and Pancreatic Surgery, Affiliated Hangzhou First People’s Hospital, Zhejiang University School of Medicine, Hangzhou, China
- NHC Key Laboratory of Combined Multi-Organ Transplantation, Hangzhou, China
| | - Xuyong Wei
- Department of Hepatobiliary and Pancreatic Surgery, Affiliated Hangzhou First People’s Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Qiang Wei
- Department of Hepatobiliary and Pancreatic Surgery, Affiliated Hangzhou First People’s Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Di Lu
- NHC Key Laboratory of Combined Multi-Organ Transplantation, Hangzhou, China
| | - Zuyuan Lin
- NHC Key Laboratory of Combined Multi-Organ Transplantation, Hangzhou, China
| | - Shuo Wang
- Department of Hepatobiliary and Pancreatic Surgery, Shu Lan Hospital, Shu Lan International Medical College of Zhejiang Shuren University, Hangzhou, China
| | - Chuxiao Shao
- Department of Hepatobiliary and Pancreatic Surgery, Affiliated Lishui Hospital, Zhejiang University School of Medicine, Lishui, China
| | - Xiao Xu
- Department of Hepatobiliary and Pancreatic Surgery, Affiliated Hangzhou First People’s Hospital, Zhejiang University School of Medicine, Hangzhou, China
- NHC Key Laboratory of Combined Multi-Organ Transplantation, Hangzhou, China
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Chang Y, He J, Xiang X, Li H. LUM is the hub gene of advanced fibrosis in nonalcoholic fatty liver disease patients. Clin Res Hepatol Gastroenterol 2021; 45:101435. [PMID: 32386798 DOI: 10.1016/j.clinre.2020.04.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2020] [Revised: 03/30/2020] [Accepted: 04/11/2020] [Indexed: 02/08/2023]
Abstract
INTRODUCTION Advanced fibrosis in nonalcoholic fatty liver disease (NAFLD) is associated with a poor prognosis. The genetic factors contributing to fibrosis in NAFLD have been described. However, the genetic mechanism and hub genes of advanced fibrosis have not been elucidated to date. In this study, we performed a weighted gene coexpression network analysis (WGCNA) to identify the hub genes related to advanced fibrosis in NAFLD. MATERIALS AND METHODS The datasets GSE89632 and GSE31803 of NAFLD patients were selected from the Gene Expression Omnibus (GEO) database of NCBI and analyzed by WGCNA. The hub genes were selected in the GSE31803 dataset and verified in the GSE31803 dataset. Gene Ontology (GO) term enrichment and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis of the dataset were also performed. RESULTS The gene LUM was identified as the hub gene in the datasets GSE89632 and GSE31803 according to three different algorithms (gene significance and module membership, the pathways of the genes, and protein expressed by the genes). The functional enrichment analysis shows that the identified module is related to the extracellular matrix, regulation of cell proliferation, and the inflammatory response. The metabolic pathway analysis identified metabolic pathways and focal adhesion as the most important pathways. CONCLUSION By a variety of methods, LUM was identified as the hub gene of advanced fibrosis in patients with NAFLD. Therefore, further research on the LUM gene is warranted.
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Affiliation(s)
- Yue Chang
- Graduate School, Logistics University of People's Armed Ploce Force, 300162 Tianjin, China; Division of Gastroenterology and Hepatology, Tianjin Xiqing Hospital, No. 403 Xiqing Road, Xiqing District, 300380 Tianjin, China
| | - Jiange He
- Graduate School, Logistics University of People's Armed Ploce Force, 300162 Tianjin, China
| | - Xiaohui Xiang
- Division of Gastroenterology and Hepatology, Tianjin Xiqing Hospital, No. 403 Xiqing Road, Xiqing District, 300380 Tianjin, China
| | - Hai Li
- Division of Gastroenterology and Hepatology, Tianjin Xiqing Hospital, No. 403 Xiqing Road, Xiqing District, 300380 Tianjin, China.
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Kaufmann B, Reca A, Wang B, Friess H, Feldstein AE, Hartmann D. Mechanisms of nonalcoholic fatty liver disease and implications for surgery. Langenbecks Arch Surg 2020; 406:1-17. [PMID: 32833053 PMCID: PMC7870612 DOI: 10.1007/s00423-020-01965-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Accepted: 08/09/2020] [Indexed: 02/08/2023]
Abstract
Background Nonalcoholic fatty liver disease (NAFLD) has become the most common form of chronic liver disease in both adults and children worldwide. Understanding the pathogenic mechanisms behind NAFLD provides the basis for identifying risk factors, such as metabolic syndrome, pancreatoduodenectomy, and host genetics, that lead to the onset and progression of the disease. The progression from steatosis to more severe forms, such as steatohepatitis, fibrosis, and cirrhosis, leads to an increased number of liver and non-liver complications. Purpose NAFLD-associated end-stage liver disease (ESLD) and hepatocellular carcinoma (HCC) often require surgery as the only curative treatment. In particular, the presence of NAFLD together with the coexisting metabolic comorbidities that usually occur in these patients requires careful preoperative diagnosis and peri-/postoperative management. Bariatric surgery, liver resection, and liver transplantation (LT) have shown favorable results for weight loss, HCC, and ESLD in patients with NAFLD. The LT demand and the increasing spread of NAFLD in the donor pool reinforce the already existing lack of donor organs. Conclusion In this review, we will discuss the diverse mechanisms underlying NAFLD, its implications for surgery, and the challenges for patient management.
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Affiliation(s)
- Benedikt Kaufmann
- Department of Pediatric Gastroenterology, University of California San Diego (UCSD), La Jolla, CA, USA.,Department of Surgery, TUM School of Medicine, Klinikum rechts der Isar, Technical University of Munich, 81675, Munich, Germany
| | - Agustina Reca
- Department of Pediatric Gastroenterology, University of California San Diego (UCSD), La Jolla, CA, USA
| | - Baocai Wang
- Department of Surgery, TUM School of Medicine, Klinikum rechts der Isar, Technical University of Munich, 81675, Munich, Germany
| | - Helmut Friess
- Department of Surgery, TUM School of Medicine, Klinikum rechts der Isar, Technical University of Munich, 81675, Munich, Germany
| | - Ariel E Feldstein
- Department of Pediatric Gastroenterology, University of California San Diego (UCSD), La Jolla, CA, USA
| | - Daniel Hartmann
- Department of Surgery, TUM School of Medicine, Klinikum rechts der Isar, Technical University of Munich, 81675, Munich, Germany.
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Hepatic steatosis and liver fat contents in liver transplant recipients are associated with serum adipokines and insulin resistance. Sci Rep 2020; 10:12701. [PMID: 32728230 PMCID: PMC7391625 DOI: 10.1038/s41598-020-69571-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2020] [Accepted: 06/23/2020] [Indexed: 12/14/2022] Open
Abstract
Our data about pathogenesis of hepatic steatosis after liver transplantation is scarce. This study aimed to investigate the association between serum adipokines and insulin resistance with hepatic steatosis in liver transplant recipients. We investigated the association between insulin resistance, serum adiponectin, insulin, and leptin with hepatic steatosis in a cohort of liver transplant recipients. Homeostatic model assessment of insulin resistance 2 (HOMA 2-IR) was used for estimation of insulin resistance. Hepatic steatosis was determined using ultrasound and controlled attenuation parameter (CAP). A total of 178 patients were included. 79 patients (44.4%) had hepatic steatosis. Serum adiponectin (OR: 0.912; 95% CI 0.869–0.957; P < 0.001), serum leptin (OR: 1.060; 95% CI 1.017–1.102; P = 0.005), HOMA2-IR (OR: 1.671; 95% CI 1.049–2.662; P = 0.031), and post-transplant diabetes mellitus (PTDM) (OR: 5.988; 95% CI 1.680–21.276; P = 0.006) were independently associated with hepatic steatosis after liver transplantation. CAP values were negatively correlated with serum adiponectin (P = 0.011) and positively correlated with serum insulin (P = 0.001), leptin (P < 0.001) and HOMA2-IR (P < 0.001). Insulin resistance and alterations in adipokines might have central role in pathogenesis of hepatic steatosis after liver transplantation and can be targeted for diagnostic and therapeutic purposes.
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Elbahr O, Saleh AA, Bakery LH. PNPLA3 L148M (rs738409) polymorphism as a risk for new onset diabetes mellitus and obesity in non-NASH/cryptogenic living related donor liver transplant recipients. GENE REPORTS 2020. [DOI: 10.1016/j.genrep.2020.100607] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
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13
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Taneja S, Roy A. Nonalcoholic steatohepatitis recurrence after liver transplant. Transl Gastroenterol Hepatol 2020; 5:24. [PMID: 32258528 DOI: 10.21037/tgh.2019.10.12] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2019] [Accepted: 10/15/2019] [Indexed: 12/20/2022] Open
Abstract
Nonalcoholic steatohepatitis (NASH) is the fastest growing indication for liver transplant (LT)worldwide and is deemed to be the foremost indication in the near future. Recurrence of NASH can occur post LT and has been observed to be a common phenomenon. Baseline metabolic co-morbidities and worsening of metabolic profile post LT are the principal drivers of NASH recurrence. Liver biopsy remains the gold standard for establishing the diagnosis. However, noninvasive methods including transient elastography (TE) and magnetic resonance imaging (MRI) seem to be promising. The implications of recurrent NASH on post LT outcomes, graft steatosis, progression to fibrosis, overall survival, and cardiovascular associations warrant careful evaluation. Control of metabolic parameters and weight gain along with tailored immunosuppression remain the cornerstone of management. Extrapolation of the ever-increasing armamentarium of NASH pharmacotherapy specifically in this population of recurrent NAFLD remains a challenge for the future.
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Affiliation(s)
- Sunil Taneja
- Department of Hepatology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Akash Roy
- Department of Hepatology, Postgraduate Institute of Medical Education and Research, Chandigarh, India
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14
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Eshraghian A, Nikeghbalian S, Kazemi K, Shamsaeefar A, Geramizadeh B, Malek-Hosseini SA. Non-alcoholic fatty liver disease after liver transplantation in patients with non-alcoholic steatohepatitis and cryptogenic cirrhosis: the impact of pre-transplant graft steatosis. HPB (Oxford) 2020; 22:521-528. [PMID: 31431413 DOI: 10.1016/j.hpb.2019.07.015] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2019] [Accepted: 07/27/2019] [Indexed: 12/12/2022]
Abstract
BACKGROUND Nonalcoholic fatty liver disease (NAFLD) may occur in liver transplant recipients. This study aimed to investigate the prevalence and risk factors of NAFLD after liver transplantation in patients with NASH and cryptogenic cirrhosis, focusing on the impact of graft steatosis. METHODS Patients with NASH and cryptogenic cirrhosis who had undergone liver transplantation in Shiraz transplant center between March 2010 and March 2017 were included. NAFLD was diagnosed after liver transplantation using ultrasonography and transient elastography. RESULTS 73 patients with NASH and 389 with cryptogenic cirrhosis were included. NAFLD was diagnosed in 33 patients (56.9%) in NASH group and 96 patients (26.7%) in cryptogenic group (OR: 3.61; CI: 2.04-6.39; P-Value < 0.001), using ultrasound. Obesity and post-transplant hyperlipidemia were independent predictors of NAFLD after liver transplantation (P < 0.05). NAFLD was diagnosed in 32.9% of patients with graft macrosteatosis compared to 29.9% in patients without graft macrosteatosis (OR: 1.51; 95%CI: 0.755-1.753). 28% of the patients with macrosteatosis ≥30% had NAFLD after liver transplantation compared to 31.4% with macrosteatosis <30% (OR: 1.175; 95% CI: 0.346-2.091). CONCLUSION Liver graft steatosis before transplantation was not associated with the occurrence of NAFLD after liver transplantation.
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Affiliation(s)
- Ahad Eshraghian
- Avicenna Center for Medicine and Organ Transplant, Shiraz University of Medical Sciences, Shiraz, Iran.
| | - Saman Nikeghbalian
- Avicenna Center for Medicine and Organ Transplant, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Kourosh Kazemi
- Avicenna Center for Medicine and Organ Transplant, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Alireza Shamsaeefar
- Avicenna Center for Medicine and Organ Transplant, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Bita Geramizadeh
- Avicenna Center for Medicine and Organ Transplant, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Seyed Ali Malek-Hosseini
- Avicenna Center for Medicine and Organ Transplant, Shiraz University of Medical Sciences, Shiraz, Iran
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15
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Minimally Invasive Sleeve Gastrectomy as a Surgical Treatment for Nonalcoholic Fatty Liver Disease in Liver Transplant Recipients. Transplant Proc 2019; 52:276-283. [PMID: 31889539 DOI: 10.1016/j.transproceed.2019.11.014] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2019] [Revised: 10/08/2019] [Accepted: 11/02/2019] [Indexed: 01/02/2023]
Abstract
BACKGROUND Obesity is a major public health burden that affects the transplant community because of its key role in fatty liver disease and transplantation outcomes. OBJECTIVES To evaluate the role of sleeve gastrectomy in treating recurrent and de novo nonalcoholic fatty liver disease (NAFLD) in liver transplant recipients. SETTING A university hospital. METHODS We describe 2 obese liver transplant recipients with recurrent and de novo NAFLD who underwent minimally invasive metabolic and bariatric surgery. RESULTS The surgery was performed successfully, with much of the operative time consumed by enterolysis. There were no intraoperative or postoperative complications. At last follow-up appointment (16 months postoperatively), there was a mean reduction in weight (31.98 kg), body mass index (10.2 kg/m2), glycosylated hemoglobin (1.05%), alanine aminotransferase (38 IU/L), steatosis score (0.34), and fibrosis score (0.05). The mean decrease in 6-month postoperative hepatic fat quantification was 6%. CONCLUSIONS These cases show that metabolic and bariatric surgery in obese, posttransplant recipients with recurrent and de novo nonalcoholic steatohepatitis lead to improved steatosis and reduced obesity and obesity-associated comorbidities.
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16
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Weight Gain and De Novo Metabolic Disorders after Liver Transplantation. Nutrients 2019; 11:nu11123015. [PMID: 31835505 PMCID: PMC6950162 DOI: 10.3390/nu11123015] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2019] [Revised: 11/30/2019] [Accepted: 12/05/2019] [Indexed: 12/28/2022] Open
Abstract
The development of nutritional and metabolic abnormalities represents an important burden in patients after liver transplantation (LT). Our study aimed at evaluating the incidence, time of onset, and risk factors for nutritional and metabolic abnormalities in patients after LT. The study was a single-center retrospective study. Consecutive patients undergoing elective LT from 2000 to 2016 were enrolled. The presence of at least two among arterial hypertension (AH), diabetes mellitus (DM), dyslipidemia, and obesity (BMI ≥ 30 Kg/m2) was utilized to define patients with the metabolic disorder (MD). Three hundred and fifteen patients were enrolled; the median age was 56 years (68% males). Non-alcoholic steatohepatitis (NASH) was the origin of liver disease in 10% of patients. During follow-up, 39% of patients developed AH, 18% DM, and 17% dyslipidemia. Metabolic disorders were observed in 32% of patients. The NASH etiology (OR: 6.2; CI 95% 0.5–3; p = 0.003) and a longer follow-up (OR: 1.2; CI 95% 0.004–0.02; p = 0.002) were associated with de novo MD. In conclusion, nutritional and metabolic disorders are a frequent complication after LT, being present in up to one-third of patients. The NASH etiology and a longer distance from LT are associated with de novo MD after LT.
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17
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Sarkar M, Lai JC, Sawinski D, Zeigler TE, Cedars M, Forde KA. Sex hormone levels by presence and severity of cirrhosis in women with chronic hepatitis C virus infection. J Viral Hepat 2019; 26:258-262. [PMID: 30339729 PMCID: PMC6345586 DOI: 10.1111/jvh.13027] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2018] [Revised: 09/01/2018] [Accepted: 09/23/2018] [Indexed: 12/12/2022]
Abstract
Cirrhosis is associated with hormonal dysregulation, as evidenced by secondary amenorrhoea in reproductive-aged women, and feminization of cirrhotic men. Whether hormone levels vary by severity of cirrhosis in women is not known. If identified, such changes may have important clinical relevance, particularly, as low sex hormone binding globulin (SHBG) and follicle stimulating hormone (FSH) are known to promote metabolic and cardiovascular disease in women. In a cohort of post-menopausal women with chronic hepatitis C virus (HCV) infection, we compared comprehensive sex hormone levels by presence of cirrhosis, as well as across Child-Turcotte-Pugh (CTP) class. Results: There were n = 18 cirrhotic and n = 21 noncirrhotic women with a median age of 57 years (interquartile range [IQR] 53-62). Compared to noncirrhotics, cirrhotic women had higher oestradiol (11.0 vs 6.0 pg/mL, P = 0.05) and oestrone levels (32.0 vs 8.0 ng/mL, P < 0.001), and lower sex hormone binding globulin (SHBG) (69.2 vs 155.6 nmol/L, P = 0.001), and FSH levels (4.9 vs 89.6 mIU/mL, P < 0.001). Among cirrhotic women, there was a progressive decline in FSH and SHBG and concurrent rise in oestrone levels from CTP class A to C (test of trend, P values ≤0.02). Cirrhosis is associated with lower FSH and SHBG levels in cirrhotic compared to noncirrhotic women with HCV infection. In cirrhotic women, these levels demonstrate steady decline by disease severity. Given known associations of low SHBG and FSH with cardio-metabolic disease, the clinical implications of hormonal changes by cirrhosis severity in HCV-infected women warrants investigation.
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Affiliation(s)
- Monika Sarkar
- University of California, San Francisco, Department of Medicine, Division of Gastroenterology and Hepatology
| | - Jennifer C. Lai
- University of California, San Francisco, Department of Medicine, Division of Gastroenterology and Hepatology
| | - Deirdre Sawinski
- University of Pennsylvania, Department of Medicine, Renal Electrolyte and Hypertension Division
| | - Toni E. Zeigler
- University of Wisconsin-Madison, National Primate Research Center
| | - Marcelle Cedars
- University of California, San Francisco, Department of Obstetrics and Gynecology, Division of Reproductive Endocrinology and Infertility
| | - Kimberly A. Forde
- University of Pennsylvania, Department of Medicine, Division of Gastroenterology,University of Pennsylvania, Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine
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18
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Choudhary NS, Saigal S. Preventive Strategies for Nonalcoholic Fatty Liver Disease After Liver Transplantation. J Clin Exp Hepatol 2019; 9:619-624. [PMID: 31695252 PMCID: PMC6823688 DOI: 10.1016/j.jceh.2019.05.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2019] [Accepted: 05/22/2019] [Indexed: 12/12/2022] Open
Abstract
Post-transplant nonalcoholic fatty liver disease (NAFLD) or nonalcoholic steatohepatitis (NASH) is common and can be recurrent or de novo. The available data suggest that progression of fibrosis is accelerated in these patients compared to NASH in general population. The long-term data suggest more risk of metabolic syndrome and associated metabolic comorbidities and cardiovascular disease in these patients. The current review focuses on prevalence and prevention/treatment of post-transplant NAFLD or NASH.
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Affiliation(s)
| | - Sanjiv Saigal
- Address for correspondence: Sanjiv Saigal, Director, Hepatology & Liver Transplant, Medanta Institute of Digestive & Hepatobiliary Sciences &Medanta Institute of Liver Transplantation and Regenerative Medicine, Medanta The Medicity, Gurgaon, PIN 122001, India.
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19
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Nonalcoholic Fatty Liver Disease: Basic Pathogenetic Mechanisms in the Progression From NAFLD to NASH. Transplantation 2019; 103:e1-e13. [DOI: 10.1097/tp.0000000000002480] [Citation(s) in RCA: 153] [Impact Index Per Article: 30.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
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20
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Galvin Z, Rajakumar R, Chen E, Adeyi O, Selzner M, Grant D, Sapisochin G, Greig P, Cattral M, McGilvray I, Ghanekar A, Selzner N, Lilly L, Patel K, Bhat M. Predictors of De Novo Nonalcoholic Fatty Liver Disease After Liver Transplantation and Associated Fibrosis. Liver Transpl 2019; 25:56-67. [PMID: 30609189 DOI: 10.1002/lt.25338] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2018] [Revised: 07/07/2018] [Accepted: 08/05/2018] [Indexed: 12/12/2022]
Abstract
Nonalcoholic fatty liver disease (NAFLD) can occur de novo in patients undergoing liver transplantation (LT) for indications other than NAFLD, and it has been increasingly recognized as a complication in the post-LT setting. This study aims to better characterize de novo NAFLD after LT by identifying risk factors for its development, describing incidence and extent of fibrosis, assessing the diagnostic utility of noninvasive serum fibrosis algorithms, and comparing survival to those without NAFLD. This was a retrospective single-center analysis of de novo NAFLD in a post-LT cohort. Those whose primary indication for LT was nonalcoholic steatohepatitis (NASH) were excluded. Risk factors were analyzed by univariate and multivariate analyses. De novo NAFLD and fibrosis were assessed on posttransplant liver biopsies, and noninvasive fibrosis scores were calculated from concomitant blood tests. After applying the exclusion criteria, 430 for-cause post-LT biopsies were evaluated; 33.3% (n = 143) had evidence of de novo steatosis and/or NASH at a median of 3.0 years after transplant. On multivariate analysis, body mass index (BMI; odds ratio [OR], 1.12; P < 0.001), diabetes mellitus (OR, 3.01; P = 0.002), hepatitis C virus (OR, 4.61; P < 0.001), weight gain (OR, 1.03; P = 0.007), and sirolimus use (OR, 3.11; P = 0.02) were predictive of de novo NAFLD after LT. Significant fibrosis (≥F2) was present in almost 40% of the cohort. Noninvasive serum fibrosis scores were not useful diagnostic tests. There was no significant difference in the short-term or longterm survival of patients who developed de novo NAFLD. In conclusion, diabetes, BMI, weight gain after LT, and sirolimus-based immunosuppression, in keeping with insulin resistance, were the only modifiable factors associated with development of de novo NAFLD. A significant proportion of patients with de novo NAFLD had fibrosis and given the limited utility of noninvasive serum fibrosis algorithms, alternative noninvasive tools are required to screen for fibrosis in this population. There was no significant difference in the short-term or longterm survival of patients who developed de novo NAFLD.
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Affiliation(s)
- Zita Galvin
- Multi-Organ Transplant Program.,Division of Gastroenterology and Hepatology
| | | | | | - Oyedele Adeyi
- Multi-Organ Transplant Program.,Division of Gastroenterology and Hepatology
| | - Markus Selzner
- Multi-Organ Transplant Program.,Department of Surgery, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - David Grant
- Multi-Organ Transplant Program.,Department of Surgery, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Gonzalo Sapisochin
- Multi-Organ Transplant Program.,Department of Surgery, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Paul Greig
- Multi-Organ Transplant Program.,Department of Surgery, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Mark Cattral
- Multi-Organ Transplant Program.,Department of Surgery, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Ian McGilvray
- Multi-Organ Transplant Program.,Department of Surgery, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Anand Ghanekar
- Multi-Organ Transplant Program.,Department of Surgery, University Health Network, University of Toronto, Toronto, Ontario, Canada
| | - Nazia Selzner
- Multi-Organ Transplant Program.,Division of Gastroenterology and Hepatology
| | - Les Lilly
- Multi-Organ Transplant Program.,Division of Gastroenterology and Hepatology
| | - Keyur Patel
- Multi-Organ Transplant Program.,Division of Gastroenterology and Hepatology
| | - Mamatha Bhat
- Multi-Organ Transplant Program.,Division of Gastroenterology and Hepatology
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21
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Nonalcoholic Steatohepatitis: The Second Leading Indication for Liver Transplantation in the USA. Dig Dis Sci 2017; 62:2621-2622. [PMID: 28840385 DOI: 10.1007/s10620-017-4724-6] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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