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Mihele AI, Hocopan SC, Matei SD, Brata RD, Trifan DF, Lazăr L, Ghitea TC. Exploring the Correlation Between Vitamin D Levels and Serological Markers in Liver Diseases: Insights from a Cross-Sectional Study. In Vivo 2024; 38:2271-2283. [PMID: 39187343 PMCID: PMC11363789 DOI: 10.21873/invivo.13692] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Revised: 05/20/2024] [Accepted: 05/23/2024] [Indexed: 08/28/2024]
Abstract
BACKGROUND/AIM This study investigated the correlation between vitamin D levels and serological markers of liver diseases in two groups of patients: the control group (CG) and the study group (SG). MATERIALS AND METHODS The study analyzed data on vitamin D levels categorized as insufficient, sufficient, and optimal, along with serological markers, such as alpha2-macroglobulin, haptoglobin, apolipoprotein A1, bilirubin total, gamma-glutamyl transferase (GGT), alanine aminotransferase (ALT), aspartate aminotransferase (AST), glucose, total cholesterol, and triglycerides. RESULTS The results indicate significant differences in vitamin D levels between the two groups, particularly in SG, where vitamin D levels varied according to its status and correlated with serological markers. Marker levels, including alpha2-macroglobulin, glucose, and total cholesterol, were notably higher in SG compared to CG, suggesting a potential association with non-alcoholic fatty liver disease (NAFLD). Further analysis using Pearson correlation revealed a strong, inverse relationship between vitamin D levels and FibroTest, NashTest, alpha2-globulin, and glucose. Additionally, increasing FibroTest and NashTest stages, as well as levels of alpha2-macroglobulin and glucose, were associated with lower vitamin D levels in SG. CONCLUSION These findings under-score the complex interplay between vitamin D and serological markers in NAFLD, highlighting the potential significance of vitamin D levels in disease progression. Further research is warranted to elucidate the mechanisms underlying this relationship and its clinical implications.
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Affiliation(s)
- Adina Ioana Mihele
- Doctoral School of Biological and Biomedical Sciences, University of Oradea, Oradea, Romania
| | - Sergiu Cristian Hocopan
- Medicine Department, Faculty of Medicine and Pharmacy, University of Oradea, Oradea, Romania
| | - Sergiu Dorin Matei
- Medicine Department, Faculty of Medicine and Pharmacy, University of Oradea, Oradea, Romania
| | - Roxana Daniela Brata
- Medicine Department, Faculty of Medicine and Pharmacy, University of Oradea, Oradea, Romania
| | - Daniela Florina Trifan
- Doctoral School of Biological and Biomedical Sciences, University of Oradea, Oradea, Romania
| | - Liviu Lazăr
- Medicine Department, Faculty of Medicine and Pharmacy, University of Oradea, Oradea, Romania
| | - Timea Claudia Ghitea
- Department of Pharmacy, Faculty of Medicine and Pharmacy, University of Oradea, Oradea, Romania
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2
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Fagoonee S, Arigoni M, Manco M, Olivero M, Bizzaro F, Magagnotti C, Andolfo A, Miniscalco B, Forni M, Todeschi S, Tolosano E, Bocchietto E, Calogero R, Altruda F. Circulating Extracellular Vesicles Contain Liver-Derived RNA Species as Indicators of Severe Cholestasis-Induced Early Liver Fibrosis in Mice. Antioxid Redox Signal 2022; 36:480-504. [PMID: 34779230 PMCID: PMC8978575 DOI: 10.1089/ars.2021.0023] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
Aims: Biliary diseases represent around 10% of all chronic liver diseases and affect both adults and children. Currently available biochemical tests detect cholestasis but not early liver fibrosis. Circulating extracellular vesicles (EVs) provide a noninvasive, real-time molecular snapshot of the injured organ. We thus aimed at searching for a panel of EV-based biomarkers for cholestasis-induced early liver fibrosis using mouse models. Results: Progressive and detectable histological evidence of collagen deposition and liver fibrosis was observed from day 8 after bile duct ligation (BDL) in mice. Whole transcriptome and small RNA sequencing analyses of circulating EVs revealed differentially enriched RNA species after BDL versus sham controls. Unsupervised hierarchical clustering identified a signature that allowed for discrimination between BDL and controls. In particular, 151 microRNAs (miRNAs) enriched in BDL-derived EVs were identified, of which 66 were conserved in humans. The liver was an important source of circulating EVs in BDL animals as evidenced by the enrichment of several hepatic mRNAs, such as Albumin and Haptoglobin. Interestingly, among experimentally validated miRNAs, miR192-5p, miR194-5p, miR22-3p, and miR29a-3p showed similar enrichment patterns also in EVs derived from 3,5-diethoxycarboncyl-1,4-dihydrocollidine-treated (drug-induced severe cholestasis) but not in mice with mild phenotype or non-cholestatic liver fibrosis. Innovation: A panel of mRNAs and miRNAs contained in circulating EVs, when combined, indicates hepatic damage and fibrosis in mice and represents promising biomarkers for human severe cholestasis-induced liver fibrosis. Conclusion: Analysis of EV-based miRNAs, in combination with hepatic injury RNA markers, can detect early cholestatic liver injury and fibrosis in mice. Antioxid. Redox Signal. 36, 480-504.
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Affiliation(s)
- Sharmila Fagoonee
- Department of Biological Sciences, Institute of Biostructure and Bioimaging, National Research Council, Molecular Biotechnology Center, Turin, Italy
| | - Maddalena Arigoni
- Department of Molecular Biotechnology and Health Sciences, Molecular Biotechnology Center, University of Turin, Turin, Italy
| | - Marta Manco
- Department of Molecular Biotechnology and Health Sciences, Molecular Biotechnology Center, University of Turin, Turin, Italy
| | | | | | - Cinzia Magagnotti
- ProMeFa, Proteomics and Metabolomics Facility, IRCCS, San Raffaele Scientific Institute, Milan, Italy
| | - Annapaola Andolfo
- ProMeFa, Proteomics and Metabolomics Facility, IRCCS, San Raffaele Scientific Institute, Milan, Italy
| | | | - Marco Forni
- Department of Molecular Biotechnology and Health Sciences, Molecular Biotechnology Center, University of Turin, Turin, Italy
| | | | - Emanuela Tolosano
- Department of Molecular Biotechnology and Health Sciences, Molecular Biotechnology Center, University of Turin, Turin, Italy
| | | | - Raffaele Calogero
- Department of Molecular Biotechnology and Health Sciences, Molecular Biotechnology Center, University of Turin, Turin, Italy
| | - Fiorella Altruda
- Department of Molecular Biotechnology and Health Sciences, Molecular Biotechnology Center, University of Turin, Turin, Italy
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3
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Atallah E, Freixo C, Alvarez-Alvarez I, Cubero FJ, Gerbes AL, Kullak-Ublick GA, Aithal GP. Biomarkers of idiosyncratic drug-induced liver injury (DILI) - a systematic review. Expert Opin Drug Metab Toxicol 2021; 17:1327-1343. [PMID: 34727797 DOI: 10.1080/17425255.2021.1999410] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
INTRODUCTION Idiosyncratic drug-induced liver injury (DILI) is an unpredictable event, and there are no specific biomarkers that can distinguish DILI from alternative explanations or predict its clinical outcomes. AREAS COVERED This systematic review summarizes the available evidence for all biomarkers proposed to have a role in the diagnosis or prognosis of DILI. Following a comprehensive search, we included all types of studies in humans. We included DILI cases based on any threshold criteria but excluded intrinsic DILI, commonly caused by paracetamol overdose. We classified studies into diagnostic and prognostic categories and assessed their methodological quality. After reviewing the literature, 14 studies were eligible. EXPERT OPINION Diagnostic studies were heterogeneous with regard to the study population and outcomes measured. Prognostic models were developed by integrating novel biomarkers, risk scores, and traditional biomarkers, which increased their prognostic ability to predict death or transplantation by 6 months. This systematic review highlights the case of need for non-genetic biomarkers that distinguish DILI from acute liver injury related to alternative etiology. Biomarkers with the potential to identify serious adverse outcomes from acute DILI should be validated in independent prospective cohorts with a substantial number of cases.
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Affiliation(s)
- Edmond Atallah
- School of Medicine, Nottingham Digestive Diseases Centre, University of Nottingham, Nottingham, UK.,National Institute for Health Research (NIHR) Nottingham Biomedical Research Centre, Nottingham University Hospitals Nhs Trust and the University of Nottingham, Nottingham, UK
| | - Cristiana Freixo
- Cintesis, Center for Health Technology and Services Research, Faculdade De Medicina Da Universidade Do Porto, Porto, Portugal
| | - Ismael Alvarez-Alvarez
- Servicio De Farmacología Clínica and Ugc Aparato Digestivo, Hospital Universitario Virgen De La Victoria, Instituto De Investigación Biomédica De Málaga-IBIMA, Universidad De Málaga, Málaga, Spain.,Centro De Investigación Biomédica En Red De Enfermedades Hepáticas Y Digestivas (Ciberehd), Madrid, Spain
| | - F J Cubero
- Centro De Investigación Biomédica En Red De Enfermedades Hepáticas Y Digestivas (Ciberehd), Madrid, Spain.,Department of Immunology, Ophthalmology, and ENT, Complutense University School of Medicine, Madrid, Spain
| | - Alexander L Gerbes
- Department of Medicine, Liver Centre Munich, University Hospital Munich, Munich, Germany
| | - Gerd A Kullak-Ublick
- Department of Clinical Pharmacology and Toxicology, University Hospital Zurich, University of Zurich, Zurich, Switzerland.,Mechanistic Safety, CMO & Patient Safety, Global Drug Development, Novartis Pharma, Basel, Switzerland
| | - Guruprasad P Aithal
- School of Medicine, Nottingham Digestive Diseases Centre, University of Nottingham, Nottingham, UK.,National Institute for Health Research (NIHR) Nottingham Biomedical Research Centre, Nottingham University Hospitals Nhs Trust and the University of Nottingham, Nottingham, UK
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4
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Poynard T, Deckmyn O, Rudler M, Peta V, Ngo Y, Vautier M, Akhavan S, Calvez V, Franc C, Castille JM, Drane F, Sakka M, Bonnefont-Rousselot D, Lacorte JM, Saadoun D, Allenbach Y, Benveniste O, Gandjbakhch F, Mayaux J, Lucidarme O, Fautrel B, Ratziu V, Housset C, Thabut D, Cacoub P. Performance of serum apolipoprotein-A1 as a sentinel of Covid-19. PLoS One 2020; 15:e0242306. [PMID: 33216772 PMCID: PMC7679025 DOI: 10.1371/journal.pone.0242306] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2020] [Accepted: 10/31/2020] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Since 1920, a decrease in serum cholesterol has been identified as a marker of severe pneumonia. We have assessed the performance of serum apolipoprotein-A1, the main transporter of HDL-cholesterol, to identify the early spread of coronavirus disease 2019 (Covid-19) in the general population and its diagnostic performance for the Covid-19. METHODS We compared the daily mean serum apolipoprotein-A1 during the first 34 weeks of 2020 in a population that is routinely followed for a risk of liver fibrosis risk in the USA (212,297 serum) and in France (20,652 serum) in relation to a local increase in confirmed cases, and in comparison to the same period in 2019 (266,976 and 28,452 serum, respectively). We prospectively assessed the sensitivity of this marker in an observational study of 136 consecutive hospitalized cases and retrospectively evaluated its specificity in 7,481 controls representing the general population. RESULTS The mean serum apolipoprotein-A1 levels in the survey populations began decreasing in January 2020, compared to the same period in 2019. This decrease was highly correlated with the daily increase in confirmed Covid-19 cases in the following 34 weeks, both in France and USA, including the June and mid-July recovery periods in France. Apolipoprotein-A1 at the 1.25 g/L cutoff had a sensitivity of 90.6% (95%CI84.2-95.1) and a specificity of 96.1% (95.7-96.6%) for the diagnosis of Covid-19. The area under the characteristics curve was 0.978 (0.957-0.988), and outperformed haptoglobin and liver function tests. The adjusted risk ratio of apolipoprotein-A1 for survival without transfer to intensive care unit was 5.61 (95%CI 1.02-31.0; P = 0.04). CONCLUSION Apolipoprotein-A1 could be a sentinel of the pandemic in existing routine surveillance of the general population. NCT01927133, CER-2020-14.
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Affiliation(s)
- Thierry Poynard
- Institute of Cardiometabolism and Nutrition (ICAN), Centre de Recherche Saint-Antoine (CRSA), INSERM, Sorbonne Université, Assistance Publique-Hôpitaux de Paris (AP-HP), Paris, France
- * E-mail:
| | | | - Marika Rudler
- Department of Hepatology, Sorbonne Université, AP-HP Pitié-Salpêtrière, Paris, France
| | | | - Yen Ngo
- BioPredictive, Research, Paris, France
| | - Mathieu Vautier
- Department of Internal Medicine and Clinical Immunology, Sorbonne Université, AP-HP Pitié-Salpêtrière, Paris, France
| | - Sepideh Akhavan
- Department of Virology, Sorbonne Université, AP-HP Pitié-Salpêtrière, Paris, France
| | - Vincent Calvez
- Department of Metabolic Biochemistry, Sorbonne Université, AP-HP Pitié-Salpêtrière, Paris, France
| | | | | | | | - Mehdi Sakka
- Department of Metabolic Biochemistry, Sorbonne Université, AP-HP Pitié-Salpêtrière, Paris, France
| | | | - Jean Marc Lacorte
- Department of Biochemistry, Endocrinology and Oncology, Sorbonne Université, AP-HP Pitié-Salpêtrière, Paris, France
| | - David Saadoun
- Department of Internal Medicine and Clinical Immunology, Sorbonne Université, AP-HP Pitié-Salpêtrière, Paris, France
| | - Yves Allenbach
- Department of Internal Medicine and Clinical Immunology, Sorbonne Université, AP-HP Pitié-Salpêtrière, Paris, France
| | - Olivier Benveniste
- Department of Internal Medicine and Clinical Immunology, Sorbonne Université, AP-HP Pitié-Salpêtrière, Paris, France
| | | | - Julien Mayaux
- Department of Intensive Care, Sorbonne Université, AP-HP Pitié-Salpêtrière, Paris, France
| | - Olivier Lucidarme
- Department of Radiology, Sorbonne Université, AP-HP Pitié-Salpêtrière, Paris, France
| | - Bruno Fautrel
- Department of Rhumatology, Sorbonne Université, AP-HP Pitié-Salpêtrière, Paris, France
| | - Vlad Ratziu
- Department of Hepatology, Sorbonne Université, AP-HP Pitié-Salpêtrière, Paris, France
- Institut of Cardiometabolism and Nutrition ICAN, Sorbonne Université, AP-HP Pitié-Salpêtrière, Paris, France
- INSERM, Sorbonne University, UMRS 1269 Nutriomique, service de Nutrition, APHP, Paris, France
| | - Chantal Housset
- Institute of Cardiometabolism and Nutrition (ICAN), Centre de Recherche Saint-Antoine (CRSA), INSERM, Sorbonne Université, Assistance Publique-Hôpitaux de Paris (AP-HP), Paris, France
| | - Dominique Thabut
- Department of Hepatology, Sorbonne Université, AP-HP Pitié-Salpêtrière, Paris, France
| | - Patrice Cacoub
- Department of Internal Medicine and Clinical Immunology, Sorbonne Université, AP-HP Pitié-Salpêtrière, Paris, France
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5
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Valentina P, Zhu J, Lubman DM, Huguet S, Bismut FI, Bolbach G, Clodic G, Matheron L, Ngo Y, Raluca P, Housset C, Rezai K, Poynard T. Input of serum haptoglobin fucosylation profile in the diagnosis of hepatocellular carcinoma in patients with non-cirrhotic liver disease. Clin Res Hepatol Gastroenterol 2020; 44:681-691. [PMID: 31964615 PMCID: PMC7367700 DOI: 10.1016/j.clinre.2019.12.010] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2019] [Revised: 11/20/2019] [Accepted: 12/18/2019] [Indexed: 02/07/2023]
Abstract
BACKGROUND Haptoglobin bifucosylated tetra-antennary glycan have been identified in patients with early stage hepatocellular carcinoma, but its specificity according to the presence or not of cirrhosis has never been assessed. The aims of this study were to determine if haptoglobin bifucosylated tetra-antennary glycan (1) could be a marker of HCC in patients without cirrhosis; (2) could increase the performance of standard alpha-fetoprotein (AFP) or recent blood tests for HCC detection, i.e., lectin-reactive alpha-fetoprotein (AFP-L3), des-gamma-carboxy prothrombin (DCP) and Liver-Cancer-Risk-test (LCR1-test). METHODS We retrospectively selected patients, 102 with HCC (21 without cirrhosis), matched by stages with 140 controls without HCC (81 without cirrhosis). Haptoglobin fucosylation was assessed by MALDI-TOF. LCR-glycan algorithm was constructed combining components of the LCR-1 test (haptoglobin, gammaglutamyl-transpeptidase, apolipoproteinA1, alpha-2-macroglobulin) with AFP, AFP-L3, DCP and haptoglobin bifucosylated tetra-antennary glycan. RESULTS In 102 patients without cirrhosis (21 HCC and 81 controls), the intention-to-diagnose analyses showed that haptoglobin bifucosylated tetra-antennary glycan alone had a sensitivity of 71% (15/21;95%CI 50-86), significantly better (P=0.02) than standard AFP (43%;9/21;95%CI 24-63), and a specificity of 96% (78/81;95% 90-99). The sensitivity of LCR-glycan, in patients without cirrhosis, was 86% (18/21; 95%CI 63-95) significantly better (P=0.001) than standard AFP (43%; 9/21; 95%CI 24-63), with an AUROC of 0.943 (95%CI 0.806-0.98) compared to 0.811 (95%CI 0.630-0.908) for AFP (P=0.06). CONCLUSION Haptoglobin bifucosylated tetra-antennary glycan is associated with the presence of HCC in patients with chronic liver disease including those without cirrhosis. Its combination with existing HCC biomarkers could improve the performance of standard AFP for HCC detection.
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Affiliation(s)
- Peta Valentina
- BioPredictive, Paris, France,Sorbonne Université, INSERM, Centre de Recherche Saint-Antoine (CRSA), Paris, France
| | - Jianhui Zhu
- Department of Surgery, University of Michigan Medical Center, Ann Arbor, MI 48019, USA
| | - David M. Lubman
- Department of Surgery, University of Michigan Medical Center, Ann Arbor, MI 48019, USA
| | - Samuel Huguet
- Radiopharmacology Department, Institut Curie, Saint Cloud, France
| | - Francoise Imbert Bismut
- Assistance Publique-Hôpitaux de Paris (AP-HP), Groupe Hospitalier Pitié-Salpêtrière (GHPS), Paris, France
| | - Gérard Bolbach
- Sorbonne Université, Institut de Biologie Paris Seine, Plate-forme spectrométrie de masse et protéomique, Paris, France,Sorbonne Université, École normale supérieure, PSL University, CNRS, Laboratoire des Biomolécules (LBM), 75005 Paris, France
| | - Gilles Clodic
- Sorbonne Université, Institut de Biologie Paris Seine, Plate-forme spectrométrie de masse et protéomique, Paris, France
| | - Lucrèce Matheron
- Sorbonne Université, Institut de Biologie Paris Seine, Plate-forme spectrométrie de masse et protéomique, Paris, France
| | - Yen Ngo
- BioPredictive, Paris, France
| | - Pais Raluca
- Assistance Publique-Hôpitaux de Paris (AP-HP), Groupe Hospitalier Pitié-Salpêtrière (GHPS), Paris, France.,Sorbonne Université, INSERM, Centre de Recherche Saint-Antoine (CRSA), Paris, France
| | - Chantal Housset
- Sorbonne Université, INSERM, Centre de Recherche Saint-Antoine (CRSA), Paris, France
| | - Keyvan Rezai
- Radiopharmacology Department, Institut Curie, Saint Cloud, France
| | - Thierry Poynard
- Assistance Publique-Hôpitaux de Paris (AP-HP), Groupe Hospitalier Pitié-Salpêtrière (GHPS), Paris, France.,Sorbonne Université, INSERM, Centre de Recherche Saint-Antoine (CRSA), Paris, France
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6
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Shi D, Xin J, Lu Y, Ding W, Jiang J, Zhou Q, Sun S, Guo B, Zhou X, Li J. Transcriptome Profiling Reveals Distinct Phenotype of Human Bone Marrow Mesenchymal Stem Cell-derived Hepatocyte-like cells. Int J Med Sci 2020; 17:263-273. [PMID: 32038110 PMCID: PMC6990879 DOI: 10.7150/ijms.36255] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2019] [Accepted: 12/12/2019] [Indexed: 12/30/2022] Open
Abstract
Background: Human bone marrow mesenchymal stem cell-derived hepatocyte-like cells (hBMSC-HLCs) are a promising alternative for primary human hepatocytes (HHs) for treating liver disease. However, the molecular characteristics of HLCs remain unclear. Here, we aimed to clarify the transcriptome characteristics of hBMSC-HLCs for future clinical application. Materials and Methods: hBMSCs were isolated from the bone marrow of healthy volunteers and differentiated into hepatocytes. mRNA sequencing was used in the transcriptome profiling of hBMSC-HLCs, with hBMSCs and HHs as controls. Results: hBMSC-HLCs exhibited a polygonal morphology, glycogen accumulation and albumin expression. A total of 630 upregulated and 1082 downregulated genes were observed in hBMSC-HLCs and HHs compared with undifferentiated hBMSCs. The upregulated genes were mainly involved in hepatic metabolism and inflammatory and immune responses. The downregulated genes were mainly associated with stem cell characteristics (multipotent differentiation, cell cycle regulation, etc.). Confirmatory qRT-PCR of 9 upregulated and 9 downregulated genes with log2 fold changes > 5 showed similar results. In vivo transdifferentiation of hBMSCs in pigs with fulminant hepatic failure confirmed the similarly upregulated expression of 5 hepatogenic genes (TDO2, HP, SERPINA3, LBP and SAA1), showing a 150-fold change in liver tissues at 7 days after hBMSC transplantation. These 5 genes mainly contributed to liver metabolism and inflammation. Conclusion: hBMSC-HLCs possess a hepatic transcriptome profile and express hepatic-specific genes in vitro and in vivo, which might be useful for future clinical applications. The five upregulated genes identified herein could be potential biomarkers for the characterization of hBMSC-HLCs.
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Affiliation(s)
- Dongyan Shi
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine. 79 Qingchun Rd., Hangzhou, 310003. China
| | - Jiaojiao Xin
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine. 79 Qingchun Rd., Hangzhou, 310003. China
| | - Yingyan Lu
- Clinical Medical Laboratory, Tongde Hospital of Zhejiang Province. 234 Gucui Rd., Hangzhou, 310012. China
| | - Wenchao Ding
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine. 79 Qingchun Rd., Hangzhou, 310003. China
| | - Jing Jiang
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine. 79 Qingchun Rd., Hangzhou, 310003. China
| | - Qian Zhou
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine. 79 Qingchun Rd., Hangzhou, 310003. China
| | - Suwan Sun
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine. 79 Qingchun Rd., Hangzhou, 310003. China
| | - Beibei Guo
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine. 79 Qingchun Rd., Hangzhou, 310003. China
| | - Xingping Zhou
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine. 79 Qingchun Rd., Hangzhou, 310003. China
| | - Jun Li
- State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine. 79 Qingchun Rd., Hangzhou, 310003. China.,Taizhou Central Hospital, Taizhou University Hospital. 999 Donghai Rd., Taizhou, 318000. China
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7
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Lv LL, Yang YX, Shi TD. Effect of haptoglobin on the treatment of chronic hepatitis B with interferon. Exp Ther Med 2019; 18:1417-1425. [PMID: 31316628 DOI: 10.3892/etm.2019.7661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2017] [Accepted: 02/21/2019] [Indexed: 11/06/2022] Open
Abstract
There are two main types of drugs that are used to treat chronic hepatitis B (CHB), including interferon (IFN) and nucleotide analogues. IFN inhibits the virus through direct antiviral activity and via immune regulation, and it has been widely applied for the treatment of CHB and other infections. However, the efficiency of IFN therapy is not entirely satisfactory. The aim of the present study was to investigate the factors affecting IFN therapy. The plasma of patients with CHB treated with IFN was collected and divided into the virological response group and non-virological response group according to their virological response. Serum proteins of virologically responsive patients were compared before and after IFN therapy using isobaric tags for relative and absolute quantitation technology. ELISA was used to validate these results in the same sample. In in vitro cell experiments, HepG2.2.15 cells were transfected with haptoglobin (Hp)-targeting small interfering RNA to inhibit expression of the Hp protein, and reverse transcription-quantitative polymerase chain reaction and western blotting were utilized to detect hepatitis B virus (HBV)-DNA, IFN and downstream molecular changes in the cell supernatants. The Hp protein levels were demonstrated to be significantly lower following 48 weeks of IFN therapy, and the levels of Hp in patients in the virological response group were significantly lower than those in the non-virological response group. In in vitro cell experiments, following inhibition of Hp protein expression, significantly decreased levels of HBV-DNA, and elevated levels of IFN and its downstream molecules were observed. These findings suggest that Hp may be able to predict the efficacy of IFN therapy, and it may inhibit HBV clearance. There is an association between Hp and IFN, which requires further clinical and laboratory studies to explore.
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Affiliation(s)
- Lin-Ling Lv
- Key Laboratory of Molecular Biology for Infectious Diseases (Ministry of Education), Chongqing Medical University, Chongqing 400016, P.R. China
| | - Yi-Xuan Yang
- Institute for Viral Hepatitis, The Second Affiliated Hospital, Chongqing Medical University, Chongqing 400016, P.R. China
| | - Tong-Dong Shi
- Department of Infectious Diseases, The Second Affiliated Hospital, Chongqing Medical University, Chongqing 400016, P.R. China
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8
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Poynard T, Peta V, Deckmyn O, Munteanu M, Moussalli J, Ngo Y, Rudler M, Lebray P, Pais R, Bonyhay L, Charlotte F, Thibault V, Fartoux L, Lucidarme O, Eyraud D, Scatton O, Savier E, Valantin MA, Ngo A, Drane F, Rosmorduc O, Imbert‐Bismut F, Housset C, Thabut D, Ratziu V. LCR1 and LCR2, two multi-analyte blood tests to assess liver cancer risk in patients without or with cirrhosis. Aliment Pharmacol Ther 2019; 49:308-320. [PMID: 30569507 PMCID: PMC6590635 DOI: 10.1111/apt.15082] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/11/2018] [Revised: 10/20/2018] [Accepted: 11/12/2018] [Indexed: 01/10/2023]
Abstract
BACKGROUND No blood test has been shown to be effective in the prediction of primary liver cancer in patients without cirrhosis. AIM To construct and internally validate two sequential tests for early prediction of liver cancer. These tests enable an algorithm which could improve the performance of the standard surveillance protocol recommended (imaging with or without AFP), limited to patients with cirrhosis. METHODS We performed a retrospective analysis in prospectively collected specimens from an ongoing cohort. We designed an early sensitive high-risk test (LCR1) that combined (using Cox model) hepatoprotective proteins (apolipoproteinA1, haptoglobin) with known risk factors (gender, age, gammaglutamyltranspeptidase), and a marker of fibrosis (alpha2-macroglobulin). To increase the specificity, we then combined (LCR2) these components with alpha-fetoprotein. RESULTS A total of 9892 patients, 85.9% without cirrhosis, were followed up for 5.9 years [IQR: 4.3-9.4]. LCR1 and LCR2 time-dependent AUROCs were not different in construction and validation randomised subsets. Among 2027 patients with high-LCR1 then high-LCR2, 167 cancers (113 with cirrhosis, 54 without cirrhosis) were detected, that is 12 patients needed to screen one cancer. The negative predictive value was 99.5% (95% CI 99.0-99.7) in the 2026 not screened patients (11 cancers without cirrhosis) higher than the standard surveillance, which detected 113 cancers in 755 patients screened, that is seven patients needed to screen one cancer, but with a lower negative predictive value 98.0% (97.5-98.5; Z = 4.3; P < 0.001) in 3298 not screened patients (42 cancers without cirrhosis). CONCLUSIONS In patients with chronic liver disease the LCR1 and LCR2 tests identify those with a high risk of liver cancer, including in those without cirrhosis. NCT01927133.
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Affiliation(s)
- Thierry Poynard
- Hepatology DepartmentAssistance Publique‐Hôpitaux de Paris, Pitié‐Salpêtrière HospitalParisFrance,Sorbonne Université, INSERM, Saint‐Antoine Research Center & Institute of Cardiometabolism and Nutrition (ICAN)ParisFrance
| | - Valentina Peta
- Sorbonne Université, INSERM, Saint‐Antoine Research Center & Institute of Cardiometabolism and Nutrition (ICAN)ParisFrance,BioPredictiveParisFrance
| | | | - Mona Munteanu
- Sorbonne Université, INSERM, Saint‐Antoine Research Center & Institute of Cardiometabolism and Nutrition (ICAN)ParisFrance,BioPredictiveParisFrance
| | - Joseph Moussalli
- Hepatology DepartmentAssistance Publique‐Hôpitaux de Paris, Pitié‐Salpêtrière HospitalParisFrance
| | | | - Marika Rudler
- Hepatology DepartmentAssistance Publique‐Hôpitaux de Paris, Pitié‐Salpêtrière HospitalParisFrance
| | - Pascal Lebray
- Hepatology DepartmentAssistance Publique‐Hôpitaux de Paris, Pitié‐Salpêtrière HospitalParisFrance
| | - Raluca Pais
- Hepatology DepartmentAssistance Publique‐Hôpitaux de Paris, Pitié‐Salpêtrière HospitalParisFrance,Sorbonne Université, INSERM, Saint‐Antoine Research Center & Institute of Cardiometabolism and Nutrition (ICAN)ParisFrance
| | - Luminita Bonyhay
- Hepatology DepartmentAssistance Publique‐Hôpitaux de Paris, Pitié‐Salpêtrière HospitalParisFrance
| | - Frederic Charlotte
- Hepatology DepartmentAssistance Publique‐Hôpitaux de Paris, Pitié‐Salpêtrière HospitalParisFrance
| | - Vincent Thibault
- Hepatology DepartmentAssistance Publique‐Hôpitaux de Paris, Pitié‐Salpêtrière HospitalParisFrance
| | - Laetitia Fartoux
- Hepatology DepartmentAssistance Publique‐Hôpitaux de Paris, Pitié‐Salpêtrière HospitalParisFrance
| | - Olivier Lucidarme
- Hepatology DepartmentAssistance Publique‐Hôpitaux de Paris, Pitié‐Salpêtrière HospitalParisFrance
| | - Daniel Eyraud
- Hepatology DepartmentAssistance Publique‐Hôpitaux de Paris, Pitié‐Salpêtrière HospitalParisFrance
| | - Olivier Scatton
- Hepatology DepartmentAssistance Publique‐Hôpitaux de Paris, Pitié‐Salpêtrière HospitalParisFrance,Sorbonne Université, INSERM, Saint‐Antoine Research Center & Institute of Cardiometabolism and Nutrition (ICAN)ParisFrance
| | - Eric Savier
- Hepatology DepartmentAssistance Publique‐Hôpitaux de Paris, Pitié‐Salpêtrière HospitalParisFrance,Sorbonne Université, INSERM, Saint‐Antoine Research Center & Institute of Cardiometabolism and Nutrition (ICAN)ParisFrance
| | - Marc Antoine Valantin
- Hepatology DepartmentAssistance Publique‐Hôpitaux de Paris, Pitié‐Salpêtrière HospitalParisFrance
| | | | | | - Olivier Rosmorduc
- Hepatology DepartmentAssistance Publique‐Hôpitaux de Paris, Pitié‐Salpêtrière HospitalParisFrance
| | - Françoise Imbert‐Bismut
- Hepatology DepartmentAssistance Publique‐Hôpitaux de Paris, Pitié‐Salpêtrière HospitalParisFrance
| | - Chantal Housset
- Sorbonne Université, INSERM, Saint‐Antoine Research Center & Institute of Cardiometabolism and Nutrition (ICAN)ParisFrance
| | - Dominique Thabut
- Hepatology DepartmentAssistance Publique‐Hôpitaux de Paris, Pitié‐Salpêtrière HospitalParisFrance,Sorbonne Université, INSERM, Saint‐Antoine Research Center & Institute of Cardiometabolism and Nutrition (ICAN)ParisFrance
| | - Vlad Ratziu
- Hepatology DepartmentAssistance Publique‐Hôpitaux de Paris, Pitié‐Salpêtrière HospitalParisFrance
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Munteanu M, Pais R, Peta V, Deckmyn O, Moussalli J, Ngo Y, Rudler M, Lebray P, Charlotte F, Thibault V, Lucidarme O, Ngo A, Imbert‐Bismut F, Housset C, Thabut D, Ratziu V, Poynard T. Long-term prognostic value of the FibroTest in patients with non-alcoholic fatty liver disease, compared to chronic hepatitis C, B, and alcoholic liver disease. Aliment Pharmacol Ther 2018; 48:1117-1127. [PMID: 30334263 PMCID: PMC6221139 DOI: 10.1111/apt.14990] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/20/2018] [Revised: 08/26/2018] [Accepted: 08/26/2018] [Indexed: 02/06/2023]
Abstract
BACKGROUND Although the FibroTest has been validated as a biomarker to determine the stage of fibrosis in non-alcoholic fatty liver disease (NAFLD) with results similar to those in chronic hepatitis C (CHC), B (CHB), and alcoholic liver disease (ALD), it has not yet been confirmed for the prediction of liver-related death. AIM To validate the 10-year prognostic value of FibroTest in NAFLD for the prediction of liver-related death. METHOD Patients in the prospective FibroFrance cohort who underwent a FibroTest between 1997 and 2012 were pre-included. Mortality status was obtained from physicians, hospitals or the national register. Survival analyses were based on univariate (Kaplan-Meier, log rank, AUROC) and multivariate Cox risk ratio taking into account age, sex and response to anti-viral treatment as covariates. The comparator was the performance of the FibroTest in CHC, the most validated population. RESULTS 7082 patients were included; 1079, 3449, 2051, and 503 with NAFLD, CHC, CHB, and ALD, respectively. Median (range) follow-up was 6.0 years (0.1-19.3). Ten year survival (95% CI) without liver-related death in patients with NAFLD was 0.956 (0.940-0.971; 38 events) and 0.832 (0.818-0.847; 226 events; P = 0.004) in CHC. The prognostic value (AUROC / Cox risk ratio) of FibroTest in patients with NAFLD was 0.941 (0.905-0.978)/1638 (342-7839) and even higher than in patients with CHC 0.875 (0.849-0.901; P = 0.01)/2657 (993-6586). CONCLUSIONS The FibroTest has a high prognostic value in NAFLD for the prediction of liver-related death. (ClinicalTrials.gov number, NCT01927133).
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Affiliation(s)
- Mona Munteanu
- BioPredictiveParisFrance
- Hepatology DepartmentAssistance Publique‐Hôpitaux de ParisPitié‐Salpêtrière HospitalParisFrance
- Sorbonne UniversitéINSERM, Saint‐Antoine Research Center & Institute of Cardiometabolism and Nutrition (ICAN)ParisFrance
| | - Raluca Pais
- Hepatology DepartmentAssistance Publique‐Hôpitaux de ParisPitié‐Salpêtrière HospitalParisFrance
- Sorbonne UniversitéINSERM, Saint‐Antoine Research Center & Institute of Cardiometabolism and Nutrition (ICAN)ParisFrance
| | | | | | - Joseph Moussalli
- Hepatology DepartmentAssistance Publique‐Hôpitaux de ParisPitié‐Salpêtrière HospitalParisFrance
| | | | - Marika Rudler
- Hepatology DepartmentAssistance Publique‐Hôpitaux de ParisPitié‐Salpêtrière HospitalParisFrance
| | - Pascal Lebray
- Hepatology DepartmentAssistance Publique‐Hôpitaux de ParisPitié‐Salpêtrière HospitalParisFrance
| | - Frederic Charlotte
- Hepatology DepartmentAssistance Publique‐Hôpitaux de ParisPitié‐Salpêtrière HospitalParisFrance
| | - Vincent Thibault
- Hepatology DepartmentAssistance Publique‐Hôpitaux de ParisPitié‐Salpêtrière HospitalParisFrance
| | - Olivier Lucidarme
- Hepatology DepartmentAssistance Publique‐Hôpitaux de ParisPitié‐Salpêtrière HospitalParisFrance
- Sorbonne UniversitéINSERM, Saint‐Antoine Research Center & Institute of Cardiometabolism and Nutrition (ICAN)ParisFrance
| | - An Ngo
- Hepatology DepartmentAssistance Publique‐Hôpitaux de ParisPitié‐Salpêtrière HospitalParisFrance
- Sorbonne UniversitéINSERM, Saint‐Antoine Research Center & Institute of Cardiometabolism and Nutrition (ICAN)ParisFrance
| | - Françoise Imbert‐Bismut
- Hepatology DepartmentAssistance Publique‐Hôpitaux de ParisPitié‐Salpêtrière HospitalParisFrance
| | - Chantal Housset
- Sorbonne UniversitéINSERM, Saint‐Antoine Research Center & Institute of Cardiometabolism and Nutrition (ICAN)ParisFrance
| | - Dominique Thabut
- Hepatology DepartmentAssistance Publique‐Hôpitaux de ParisPitié‐Salpêtrière HospitalParisFrance
- Sorbonne UniversitéINSERM, Saint‐Antoine Research Center & Institute of Cardiometabolism and Nutrition (ICAN)ParisFrance
| | - Vlad Ratziu
- Hepatology DepartmentAssistance Publique‐Hôpitaux de ParisPitié‐Salpêtrière HospitalParisFrance
- Sorbonne UniversitéINSERM, Saint‐Antoine Research Center & Institute of Cardiometabolism and Nutrition (ICAN)ParisFrance
| | - Thierry Poynard
- Hepatology DepartmentAssistance Publique‐Hôpitaux de ParisPitié‐Salpêtrière HospitalParisFrance
- Sorbonne UniversitéINSERM, Saint‐Antoine Research Center & Institute of Cardiometabolism and Nutrition (ICAN)ParisFrance
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Barnhill MS, Real M, Lewis JH. Latest advances in diagnosing and predicting DILI: what was new in 2017? Expert Rev Gastroenterol Hepatol 2018; 12:1033-1043. [PMID: 30111182 DOI: 10.1080/17474124.2018.1512854] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Drug-induced liver injury (DILI) remains an increasingly recognized cause of hepatotoxicity and liver failure worldwide. In 2017, we continued to learn about predicting, diagnosing, and prognosticating drug hepatotoxicity. Areas covered: In this review, we selected from over 1200 articles from 2017 to synopsize updates in DILI. There were new HLA haplotypes associated with medications including HLA-C0401 and HLA-B*14. There has been continued work with quantitative systems pharmacology, particularly with the DILIsym® initiative, which employs mathematical representations of DILI mechanisms to predict hepatotoxicity in simulated populations. Additionally, knowledge regarding microRNAs (miRNAs) continues to expand. Some new miRNAs this past year include miRNA-223 and miRNA-605. Aside from miRNAs, other biomarkers for diagnosis, prognosis, and even prediction of DILI were explored. Studies on K18, OPN, and MCSFR have correlated DILI and liver-associated death within 6 months. Conversely, a new prognostic panel using apolipoportein-A1 and haptoglobin has been proposed to predict recovery. Further study of CDH5 has also provided researchers a possible new biomarker for prediction and susceptibility to DILI. Expert commentary: Although research on DILI remains quite promising, there is yet to be a reliable, simple method to predict, diagnose, and risk assess this form of hepatotoxicity.
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Affiliation(s)
- Michele S Barnhill
- a Department of Internal Medicine , Medstar Georgetown University Hospital , Washington , DC , USA
| | - Mark Real
- a Department of Internal Medicine , Medstar Georgetown University Hospital , Washington , DC , USA
| | - James H Lewis
- b Department of Gastroenterology , Medstar Georgetown University Hospital , Washington , DC , USA
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11
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García-Cortés M, Ortega-Alonso A, Lucena MI, Andrade RJ. Drug-induced liver injury: a safety review. Expert Opin Drug Saf 2018; 17:795-804. [PMID: 30059261 DOI: 10.1080/14740338.2018.1505861] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
INTRODUCTION Idiosyncratic drug-induced liver injury (DILI) remains one of the most important causes of drug attrition both in the early phases of clinical drug development and in the postmarketing scenario. This is because, in spite of emerging data on genetic susceptibility variants associated to the risk of hepatotoxicity, the precise identification of the individual who will develop DILI when exposed to a given drug remains elusive. AREAS COVERED In this review, we have addressed recent progress made and initiatives taken in the field of DILI from a safety perspective through a comprehensive search of the literature. EXPERT OPINION Despite the substantial progress made over this century, new approaches using big data analysis to characterize the true incidence of DILI are needed and to categorize the drugs' hepatotoxic potential. Genetic studies have highlighted the role of the adaptive immune system yet the mechanisms leading adaptation versus progression remain to be elucidated. There is a compelling need for development and qualification of sensitive, specific, and affordable biomarkers in DILI to foster drug development, patient treatment stratification and, improvement of causality assessment methods. Gaining mechanistic insights in DILI is essential to uncover therapeutic targets and design prospective clinical trials with appropriate endpoints.
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Affiliation(s)
- Miren García-Cortés
- a Instituto de Investigación Biomédica-IBIMA , Hospital Universitario Virgen de la Victoria, Universidad de Málaga , Málaga , Spain.,b Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas CIBERehd , Málaga , Spain
| | - Aida Ortega-Alonso
- a Instituto de Investigación Biomédica-IBIMA , Hospital Universitario Virgen de la Victoria, Universidad de Málaga , Málaga , Spain.,b Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas CIBERehd , Málaga , Spain
| | - M Isabel Lucena
- b Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas CIBERehd , Málaga , Spain.,c Servicio de Farmacología Clínica, Instituto de Investigación Biomédica de Málaga-IBIMA, Hospital Universitario Virgen de la Victoria , Universidad de Málaga , Málaga , Spain
| | - Raúl J Andrade
- a Instituto de Investigación Biomédica-IBIMA , Hospital Universitario Virgen de la Victoria, Universidad de Málaga , Málaga , Spain.,b Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas CIBERehd , Málaga , Spain
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12
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Ye H, Nelson LJ, Gómez del Moral M, Martínez-Naves E, Cubero FJ. Dissecting the molecular pathophysiology of drug-induced liver injury. World J Gastroenterol 2018; 24:1373-1385. [PMID: 29632419 PMCID: PMC5889818 DOI: 10.3748/wjg.v24.i13.1373] [Citation(s) in RCA: 68] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2018] [Revised: 02/16/2018] [Accepted: 02/25/2018] [Indexed: 02/06/2023] Open
Abstract
Drug-induced liver injury (DILI) has become a major topic in the field of Hepatology and Gastroenterology. DILI can be clinically divided into three phenotypes: hepatocytic, cholestatic and mixed. Although the clinical manifestations of DILI are variable and the pathogenesis complicated, recent insights using improved preclinical models, have allowed a better understanding of the mechanisms that trigger liver damage. In this review, we will discuss the pathophysiological mechanisms underlying DILI. The toxicity of the drug eventually induces hepatocellular damage through multiple molecular pathways, including direct hepatic toxicity and innate and adaptive immune responses. Drugs or their metabolites, such as the common analgesic, acetaminophen, can cause direct hepatic toxicity through accumulation of reactive oxygen species and mitochondrial dysfunction. The innate and adaptive immune responses play also a very important role in the occurrence of idiosyncratic DILI. Furthermore, we examine common forms of hepatocyte death and their association with the activation of specific signaling pathways.
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Affiliation(s)
- Hui Ye
- Department of Immunology, Ophtalmology and ORL, Complutense University School of Medicine, Madrid 28040, Spain
- 12 de Octubre Health Research Institute (imas12), Madrid 28041, Spain
| | - Leonard J Nelson
- Institute for BioEngineering (Human Liver Tissue Engineering), School of Engineering, Faraday Building, The University of Edinburgh, The Kingâs Buildings, Mayfield Road, Edinburgh EH9 3 JL, Scotland, United Kingdom
| | - Manuel Gómez del Moral
- Department of Cell Biology, Complutense University School of Medicine, Madrid 28040, Spain
| | - Eduardo Martínez-Naves
- Department of Immunology, Ophtalmology and ORL, Complutense University School of Medicine, Madrid 28040, Spain
- 12 de Octubre Health Research Institute (imas12), Madrid 28041, Spain
| | - Francisco Javier Cubero
- Department of Immunology, Ophtalmology and ORL, Complutense University School of Medicine, Madrid 28040, Spain
- 12 de Octubre Health Research Institute (imas12), Madrid 28041, Spain
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