1
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Thakur S, Kumar V, Das R, Sharma V, Mehta DK. Biomarkers of Hepatic Toxicity: An Overview. CURRENT THERAPEUTIC RESEARCH 2024; 100:100737. [PMID: 38860148 PMCID: PMC11163176 DOI: 10.1016/j.curtheres.2024.100737] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Accepted: 01/31/2024] [Indexed: 06/12/2024]
Abstract
Background Hepatotoxicity is the foremost issue for clinicians and the primary reason for pharmaceutical product recalls. A biomarker is a measurable and quantifiable attribute used to evaluate the efficacy of a treatment or to diagnose a disease. There are various biomarkers which are used for the detection of liver disease and the intent of liver damage. Objective This review aims to investigate the current state of hepatotoxicity biomarkers and their utility in clinical settings. Using hepatic biomarkers, the presence of liver injury, its severity, prognosis, causative agent, and type of hepatotoxicity can all be determined. Methods Relevant published articles up to 2022 were systematically retrieved from MEDLINE/PubMed, SCOPUS, EMBASE, and WOS databases using keywords such as drug toxicity, hepatotoxicity biomarkers, biochemical parameters, and nonalcoholic fatty liver disease. Results In clinical trials and everyday practice, biomarkers of drug-induced liver injury are essential for spotting the most severe cases of hepatotoxicity. Hence, developing novel biomarker approaches to enhance hepatotoxicity diagnosis will increase specificity and/or identify the person at risk. Importantly, early clinical studies on patients with liver illness have proved that some biomarkers such as aminotransferase, bilirubin, albumin, and bile acids are even therapeutically beneficial. Conclusions By assessing the unique signs of liver injury, health care professionals can rapidly and accurately detect liver damage and evaluate its severity. These measures contribute to ensuring prompt and effective medical intervention, hence reducing the risk of long-term liver damage and other major health concerns.
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Affiliation(s)
- Simran Thakur
- Department of Pharmacy Practice, MM College of Pharmacy, Maharishi Markandeshwar (Deemed to be University), Mullana, Ambala, Haryana, India
| | - Vishal Kumar
- Department of Pharmacy Practice, MM College of Pharmacy, Maharishi Markandeshwar (Deemed to be University), Mullana, Ambala, Haryana, India
| | - Rina Das
- Department of Pharmaceutical Chemistry, MM College of Pharmacy, Maharishi Markandeshwar (Deemed to be University), Mullana, Ambala, Haryana, India
| | - Vishal Sharma
- Department of Pharmaceutical Chemistry, MM College of Pharmacy, Maharishi Markandeshwar (Deemed to be University), Mullana, Ambala, Haryana, India
| | - Dinesh Kumar Mehta
- Department of Pharmaceutical Chemistry, MM College of Pharmacy, Maharishi Markandeshwar (Deemed to be University), Mullana, Ambala, Haryana, India
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2
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Liu Y, Peng L, Li Y, Lu X, Wang F, Chen D, Lin N. Effect of liver cancer on the accumulation and hepatobiliary transport of per- and polyfluoroalkyl substances. JOURNAL OF HAZARDOUS MATERIALS 2024; 468:133743. [PMID: 38377901 DOI: 10.1016/j.jhazmat.2024.133743] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/07/2023] [Revised: 01/30/2024] [Accepted: 02/05/2024] [Indexed: 02/22/2024]
Abstract
In this study, we examined the distribution of per- and polyfluoroalkyl substances (PFASs) in liver and bile tissues from the patients with liver cancer (n = 202) and healthy controls (n = 30), and calculated the hepatobiliary transport efficiency (TB-L) of PFASs. Among 21 PFASs, 13 PFASs were frequently detected in the liver (median: 8.80-16.3 ng/g) and bile (median: 11.03-14.26 ng/mL) samples. PFAS concentrations in liver were positively correlated with age, with higher levels of PFASs in the older. Variance analysis showed that gender and BMI (Body Mass Index) have an important impact on the distribution of PFASs. A U-shaped trend in TB-L of PFASs with the increasing of carbon chain length was found for the first time, and the TB-L of most PFASs in the control was higher than that of those in cases (p < 0.05), suggesting that hepatic injury would affect their transport. PFASs were positively associated with liver injury biomarkers, including γ-glutamyl transferase (GGT), alanine aminotransferase (ALT), and total bilirubin (TB) levels (p < 0.05). This is the first study on examining the hepatobiliary transport characteristics of PFASs, which may help understand the connection between PFAS accumulation and liver cancer risk.
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Affiliation(s)
- Ying Liu
- School of Environment, Guangdong Key Laboratory of Environmental Pollution and Health, Jinan University, Guangzhou 510632, China; School of Environmental Studies, China University of Geosciences, Wuhan 430074, China
| | - Lin Peng
- School of Environment, Guangdong Key Laboratory of Environmental Pollution and Health, Jinan University, Guangzhou 510632, China; State Key Laboratory of Environmental and Biological Analysis, Department of Chemistry, Hong Kong Baptist University, the Hong Kong Special Administrative Region of China
| | - Yanjie Li
- Department of Hepatobiliary Surgery, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou 510630, China
| | - Xingwen Lu
- School of Environmental Science and Engineering, Institute of Environmental Health and Pollution Control, Guangdong University of Technology, Guangzhou 510006, China
| | - Fei Wang
- School of Environment, Guangdong Key Laboratory of Environmental Pollution and Health, Jinan University, Guangzhou 510632, China.
| | - Da Chen
- School of Environment, Guangdong Key Laboratory of Environmental Pollution and Health, Jinan University, Guangzhou 510632, China
| | - Nan Lin
- Department of Hepatobiliary Surgery, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou 510630, China.
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3
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McGill MR, Curry SC. The Evolution of Circulating Biomarkers for Use in Acetaminophen/Paracetamol-Induced Liver Injury in Humans: A Scoping Review. LIVERS 2023; 3:569-596. [PMID: 38434489 PMCID: PMC10906739 DOI: 10.3390/livers3040039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/05/2024] Open
Abstract
Acetaminophen (APAP) is a widely used drug, but overdose can cause severe acute liver injury. The first reports of APAP hepatotoxicity in humans were published in 1966, shortly after the development of alanine aminotransferase (ALT) and aspartate aminotransferase (AST) as the first biomarkers of liver injury as opposed to liver function. Thus, the field of liver injury biomarkers has evolved alongside the growth in APAP hepatotoxicity incidence. Numerous biomarkers have been proposed for use in the management of APAP overdose patients in the intervening years. Here, we comprehensively review the development of these markers from the 1960s to the present day and briefly discuss possible future directions.
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Affiliation(s)
- Mitchell R McGill
- Dept. of Environmental Health Sciences, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR 72212, USA
- Dept. of Pharmacology and Toxicology, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, AR 72212, USA
- Dept. of Pathology, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, AR 72212, USA
| | - Steven C Curry
- Division of Clinical Data Analytics and Decision Support, University of Arizona College of Medicine-Phoenix, Phoenix, AZ 85006, USA
- Department of Medical Toxicology, Banner-University Medical Center Phoenix, Phoenix, AZ 85006, USA
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4
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Hosack T, Damry D, Biswas S. Drug-induced liver injury: a comprehensive review. Therap Adv Gastroenterol 2023; 16:17562848231163410. [PMID: 36968618 PMCID: PMC10031606 DOI: 10.1177/17562848231163410] [Citation(s) in RCA: 29] [Impact Index Per Article: 29.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Accepted: 02/24/2023] [Indexed: 03/24/2023] Open
Abstract
Drug-induced liver injury (DILI) remains a challenge in clinical practice and is
still a diagnosis of exclusion. Although it has a low incidence amongst the
general population, DILI accounts for most cases of acute liver failure with a
fatality rate of up to 50%. While multiple mechanisms of DILI have been
postulated, there is no clear causal relationship between drugs, risk factors
and mechanisms of DILI. Current best practice relies on a combination of high
clinical suspicion, thorough clinical history of risk factors and timeline, and
extensive hepatological investigations as supported by the international Roussel
Uclaf Causality Assessment Method criteria, the latter considered a key
diagnostic algorithm for DILI. This review focuses on DILI classification, risk
factors, clinical evaluation, future biomarkers and management, with the aim of
facilitating physicians to correctly identify DILI early in presentation.
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Affiliation(s)
| | - Djamil Damry
- Department of Gastroenterology &
Hepatology, Stoke Mandeville Hospital, Buckinghamshire Health NHS Trust,
Aylesbury, Buckinghamshire, UK
| | - Sujata Biswas
- Department of Gastroenterology &
Hepatology, Stoke Mandeville Hospital, Buckinghamshire Health NHS Trust,
Aylesbury, Buckinghamshire, UK
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5
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Mikus MS, Kolmert J, Andersson LI, Östling J, Knowles RG, Gómez C, Ericsson M, Thörngren JO, Khoonsari PE, Dahlén B, Kupczyk M, De Meulder B, Auffray C, Bakke PS, Beghe B, Bel EH, Caruso M, Chanez P, Chawes B, Fowler SJ, Gaga M, Geiser T, Gjomarkaj M, Horváth I, Howarth PH, Johnston SL, Joos G, Krug N, Montuschi P, Musial J, Niżankowska-Mogilnicka E, Olsson HK, Papi A, Rabe KF, Sandström T, Shaw DE, Siafakas NM, Uhlen M, Riley JH, Bates S, Middelveld RJM, Wheelock CE, Chung KF, Adcock IM, Sterk PJ, Djukanovic R, Nilsson P, Dahlén SE, James A. Plasma proteins elevated in severe asthma despite oral steroid use and unrelated to Type-2 inflammation. Eur Respir J 2021; 59:13993003.00142-2021. [PMID: 34737220 PMCID: PMC8850689 DOI: 10.1183/13993003.00142-2021] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2021] [Accepted: 06/24/2021] [Indexed: 12/02/2022]
Abstract
Rationale Asthma phenotyping requires novel biomarker discovery. Objectives To identify plasma biomarkers associated with asthma phenotypes by application of a new proteomic panel to samples from two well-characterised cohorts of severe (SA) and mild-to-moderate (MMA) asthmatics, COPD subjects and healthy controls (HCs). Methods An antibody-based array targeting 177 proteins predominantly involved in pathways relevant to inflammation, lipid metabolism, signal transduction and extracellular matrix was applied to plasma from 525 asthmatics and HCs in the U-BIOPRED cohort, and 142 subjects with asthma and COPD from the validation cohort BIOAIR. Effects of oral corticosteroids (OCS) were determined by a 2-week, placebo-controlled OCS trial in BIOAIR, and confirmed by relation to objective OCS measures in U-BIOPRED. Results In U-BIOPRED, 110 proteins were significantly different, mostly elevated, in SA compared to MMA and HCs. 10 proteins were elevated in SA versus MMA in both U-BIOPRED and BIOAIR (alpha-1-antichymotrypsin, apolipoprotein-E, complement component 9, complement factor I, macrophage inflammatory protein-3, interleukin-6, sphingomyelin phosphodiesterase 3, TNF receptor superfamily member 11a, transforming growth factor-β and glutathione S-transferase). OCS treatment decreased most proteins, yet differences between SA and MMA remained following correction for OCS use. Consensus clustering of U-BIOPRED protein data yielded six clusters associated with asthma control, quality of life, blood neutrophils, high-sensitivity C-reactive protein and body mass index, but not Type-2 inflammatory biomarkers. The mast cell specific enzyme carboxypeptidase A3 was one major contributor to cluster differentiation. Conclusions The plasma proteomic panel revealed previously unexplored yet potentially useful Type-2-independent biomarkers and validated several proteins with established involvement in the pathophysiology of SA. Application of new proteomic panel in two established European asthma cohorts identifies plasma proteins associated with disease severity independently of Type-2 inflammation, suggesting potentially useful novel biomarkers and therapeutic targets.https://bit.ly/3jtTq5m
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Affiliation(s)
- Maria Sparreman Mikus
- Department of Protein Science, KTH Royal Institute of Technology, SciLifeLab, Stockholm, Sweden .,Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Johan Kolmert
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.,Centre for Allergy Research, Karolinska Institutet, Stockholm, Sweden
| | - Lars I Andersson
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.,Centre for Allergy Research, Karolinska Institutet, Stockholm, Sweden
| | | | | | - Cristina Gómez
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.,Centre for Allergy Research, Karolinska Institutet, Stockholm, Sweden
| | - Magnus Ericsson
- Department of Laboratory Medicine, Karolinska University Hospital Huddinge, Stockholm, Sweden
| | - John-Olof Thörngren
- Department of Laboratory Medicine, Karolinska University Hospital Huddinge, Stockholm, Sweden
| | - Payam Emami Khoonsari
- Department of Biochemistry and Biophysics, National Bioinformatics Infrastructure Sweden, Science for Life Laboratory, Solna, Sweden
| | - Barbro Dahlén
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.,Centre for Allergy Research, Karolinska Institutet, Stockholm, Sweden.,Department of Medicine, Karolinska University Hospital Huddinge, Stockholm, Sweden
| | - Maciej Kupczyk
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.,Centre for Allergy Research, Karolinska Institutet, Stockholm, Sweden.,Department of Internal Medicine, Asthma and Allergy, Medical University of Lodz, University of Lodz, Lodz, Poland
| | | | - Charles Auffray
- European Institute for Systems Biology and Medicine, Lyon, France
| | - Per S Bakke
- Department of Clinical Science, University of Bergen, Bergen, Norway
| | - Bianca Beghe
- Department of Medical and Surgical Sciences, University of Modena and Reggio Emilia, Modena, Italy
| | - Elisabeth H Bel
- Department of Respiratory Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Massimo Caruso
- Department of Biomedical and Biotechnological Sciences, University of Catania, Catania, Italy
| | - Pascal Chanez
- Assistance Publique des Hôpitaux de Marseille, Clinique des Bronches, Allergies et Sommeil, Aix Marseille Université, Marseille, France
| | - Bo Chawes
- COPSAC, Copenhagen Prospective Studies on Asthma in Childhood, Herlev and Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Stephen J Fowler
- Division of Infection, Immunity and Respiratory Medicine, School of Biological Sciences, The University of Manchester; Manchester Academic Health Science Centre and NIHR Manchester Biomedical Research Centre, Manchester University Hospitals NHS Foundation Trust, Manchester, UK
| | - Mina Gaga
- Respiratory Medicine Dept and Asthma Centre, Athens Chest Hospital "Sotiria", University of Athens, Athens, Greece
| | - Thomas Geiser
- Department for Pulmonary Medicine, University Hospital and University of Bern, Bern, Switzerland
| | - Mark Gjomarkaj
- Institute for Research and Biomedical Innovation, Italian National Research Council, Palermo, Italy
| | - Ildikó Horváth
- Department of Pulmonology, Semmelweis University, Budapest, Hungary
| | - Peter H Howarth
- NIHR Southampton Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, and Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
| | | | - Guy Joos
- Department of Internal Medicine and Pediatrics, Ghent University, Ghent, Belgium.,Department of Respiratory Medicine, Ghent University Hospital, Ghent, Belgium
| | - Norbert Krug
- Fraunhofer Institute for Toxicology and Experimental Medicine, Hannover, Germany
| | - Paolo Montuschi
- Department of Pharmacology, Università Cattolica del Sacro Cuore, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Jacek Musial
- Department of Internal Medicine, Jagiellonian University Medical College, Krakow, Poland
| | | | - Henric K Olsson
- Translational Science and Experimental Medicine, Research and Early Development, Respiratory & Immunology, BioPharmaceuticals R&D, AstraZeneca, Gothenburg, Sweden
| | - Alberto Papi
- Division of lnternal and Cardiorespiratory Medicine, University of Ferrara, Ferrara, Italy
| | - Klaus F Rabe
- Department of Internal Medicine, Christian Albrechts University Kiel, Kiel, Germany
| | - Thomas Sandström
- Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
| | - Dominick E Shaw
- Respiratory Research Unit, University of Nottingham, Nottingham, UK
| | - Nikolaos M Siafakas
- Department of Thoracic Medicine, Medical School, University of Crete, Heraklion, Crete, Greece
| | - Mathias Uhlen
- Department of Protein Science, KTH Royal Institute of Technology, SciLifeLab, Stockholm, Sweden.,Department of Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - John H Riley
- Respiratory Therapeutic Unit, GlaxoSmithKline, London, UK
| | - Stewart Bates
- Respiratory Therapeutic Unit, GlaxoSmithKline, London, UK
| | - Roelinde J M Middelveld
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.,Centre for Allergy Research, Karolinska Institutet, Stockholm, Sweden
| | - Craig E Wheelock
- Centre for Allergy Research, Karolinska Institutet, Stockholm, Sweden.,Department of Medical Biochemistry and Biophysics, Karolinska Institutet, Stockholm, Sweden
| | - Kian Fan Chung
- National Heart and Lung Institute, Imperial College London, London, UK
| | - Ian M Adcock
- National Heart and Lung Institute, Imperial College London, London, UK
| | - Peter J Sterk
- Department of Respiratory Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Ratko Djukanovic
- NIHR Southampton Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, and Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
| | - Peter Nilsson
- Department of Protein Science, KTH Royal Institute of Technology, SciLifeLab, Stockholm, Sweden
| | - Sven-Erik Dahlén
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.,Centre for Allergy Research, Karolinska Institutet, Stockholm, Sweden
| | - Anna James
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.,Centre for Allergy Research, Karolinska Institutet, Stockholm, Sweden
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6
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Mikus M, Järnbert-Pettersson H, Johansson C, Nilsson P, Scheynius A, Alm J. Protein profiles in plasma: Development from infancy to 5 years of age. Proteomics Clin Appl 2021; 15:e2000038. [PMID: 33830667 DOI: 10.1002/prca.202000038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Revised: 03/31/2021] [Accepted: 04/01/2021] [Indexed: 11/10/2022]
Abstract
PURPOSE Little is known about the longitudinal development of different plasma protein levels during early childhood and particularly in relation to lifestyle factors. This study aimed to monitor the plasma proteome early in life and the influence of different lifestyles. EXPERIMENTAL DESIGN A multiplex bead-based immunoassay was used to analyze plasma levels of 97 proteins in 280 blood samples longitudinally collected in children at 6, 12, 24, and 60 months of age living in families with an anthroposophic (n = 15), partly anthroposophic (n = 27), or non-anthroposophic (n = 28) lifestyle. RESULTS A total of 68 proteins (70%) showed significantly altered plasma levels between 6 months and 5 years of age. In lifestyle stratified analysis, 59 of 97 (61%) proteins were altered over time within one or more of the three lifestyle groups. Nearly half of these proteins (28 out of 59) changed irrespective of lifestyle. The temporal changes represented four longitudinal trends of the plasma proteins during development, also following stratification of lifestyle. CONCLUSIONS AND CLINICAL RELEVANCE Our findings contribute to understand the development of the plasma proteome under the influence of lifestyle exposures in early childhood.
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Affiliation(s)
- Maria Mikus
- Department of Protein Science, Division of Affinity Proteomics, SciLifeLab, KTH Royal Institute of Technology, Stockholm, Sweden.,Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Hans Järnbert-Pettersson
- Department of Clinical Science and Education, Södersjukhuset, Karolinska Institutet, Stockholm, Sweden
| | - Catharina Johansson
- Department of Clinical Science and Education, Södersjukhuset, Karolinska Institutet, Stockholm, Sweden
| | - Peter Nilsson
- Department of Protein Science, Division of Affinity Proteomics, SciLifeLab, KTH Royal Institute of Technology, Stockholm, Sweden
| | - Annika Scheynius
- Department of Clinical Science and Education, Södersjukhuset, Karolinska Institutet, Stockholm, Sweden.,SciLifeLab, Karolinska Institutet, Stockholm, Sweden.,Sachs' Children and Youth Hospital, Södersjukhuset, Stockholm, Sweden
| | - Johan Alm
- Department of Clinical Science and Education, Södersjukhuset, Karolinska Institutet, Stockholm, Sweden.,Sachs' Children and Youth Hospital, Södersjukhuset, Stockholm, Sweden
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7
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Eguchi A, Iwasa M. The Role of Elevated Liver-Type Fatty Acid-Binding Proteins in Liver Diseases. Pharm Res 2021; 38:89-95. [PMID: 33534129 DOI: 10.1007/s11095-021-02998-x] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Accepted: 12/04/2020] [Indexed: 01/27/2023]
Abstract
Liver-type fatty acid-binding protein (L-FABP) is mainly expressed in the liver as well as the proximal tubular epithelial cells in the kidney. In general, the proteins and enzymes existing within the hepatocytes have the potential to become biomarkers, for instance alanine aminotransferase, which reflects hepatocellular damage. However, due to reduced hepatocellular function in late stage of chronic liver diseases (e.g. cirrhosis), proteins and enzymes relating to hepatocellular damage are not always accurate measures of disease progression. Recently, several publications have demonstrated elevated serum L-FABP levels during the progression of human liver diseases, including hepatocellular carcinoma (HCC), and were a prognostic factor for survival in acute and chronic liver disease patients. However, the study regarding serum L-FABP levels and hepatic L-FABP expression in liver diseases is not sufficient to understand the molecular mechanism of L-FABP during the progression of these disease states. In this review, we focus on the use of serum and/or hepatic L-FABP expression as a biomarker in human liver diseases, including mechanistic potential in HCC.
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Affiliation(s)
- Akiko Eguchi
- Department of Gastroenterology and Hepatology, Graduate School of Medicine, Mie University, 2-174 Edobashi, Tsu, Mie, 514-8507, Japan.
- JST, PRESTO, 4-1-8 Honcho, Kawaguchi, Saitama, 332-0012, Japan.
| | - Motoh Iwasa
- Department of Gastroenterology and Hepatology, Graduate School of Medicine, Mie University, 2-174 Edobashi, Tsu, Mie, 514-8507, Japan
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8
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Cong Y, Han X, Wang Y, Chen Z, Lu Y, Liu T, Wu Z, Jin Y, Luo Y, Zhang X. Drug Toxicity Evaluation Based on Organ-on-a-chip Technology: A Review. MICROMACHINES 2020; 11:E381. [PMID: 32260191 PMCID: PMC7230535 DOI: 10.3390/mi11040381] [Citation(s) in RCA: 62] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/01/2020] [Revised: 03/20/2020] [Accepted: 03/25/2020] [Indexed: 12/12/2022]
Abstract
Organ-on-a-chip academic research is in its blossom. Drug toxicity evaluation is a promising area in which organ-on-a-chip technology can apply. A unique advantage of organ-on-a-chip is the ability to integrate drug metabolism and drug toxic processes in a single device, which facilitates evaluation of toxicity of drug metabolites. Human organ-on-a-chip has been fabricated and used to assess drug toxicity with data correlation with the clinical trial. In this review, we introduced the microfluidic chip models of liver, kidney, heart, nerve, and other organs and multiple organs, highlighting the application of these models in drug toxicity detection. Some biomarkers of toxic injury that have been used in organ chip platforms or have potential for use on organ chip platforms are summarized. Finally, we discussed the goals and future directions for drug toxicity evaluation based on organ-on-a-chip technology.
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Affiliation(s)
- Ye Cong
- State Key Laboratory of Fine Chemicals, Department of Chemical Engineering, Dalian University of Technology, Dalian 116023, China;
| | - Xiahe Han
- College of Pharmaceutical Science, Soochow University, Suzhou 215123, China; (X.H.); (Y.W.)
| | - Youping Wang
- College of Pharmaceutical Science, Soochow University, Suzhou 215123, China; (X.H.); (Y.W.)
| | - Zongzheng Chen
- Health Science Center, Shenzhen University, Shenzhen 518060, China; (Z.C.); (Z.W.); (Y.J.)
| | - Yao Lu
- Biotechnologhy Division, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China;
| | - Tingjiao Liu
- College of Stomatology, Dalian Medical University, Dalian 116011, China;
| | - Zhengzhi Wu
- Health Science Center, Shenzhen University, Shenzhen 518060, China; (Z.C.); (Z.W.); (Y.J.)
| | - Yu Jin
- Health Science Center, Shenzhen University, Shenzhen 518060, China; (Z.C.); (Z.W.); (Y.J.)
| | - Yong Luo
- State Key Laboratory of Fine Chemicals, Department of Chemical Engineering, Dalian University of Technology, Dalian 116023, China;
| | - Xiuli Zhang
- College of Pharmaceutical Science, Soochow University, Suzhou 215123, China; (X.H.); (Y.W.)
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9
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Fu S, Wu D, Jiang W, Li J, Long J, Jia C, Zhou T. Molecular Biomarkers in Drug-Induced Liver Injury: Challenges and Future Perspectives. Front Pharmacol 2020; 10:1667. [PMID: 32082163 PMCID: PMC7002317 DOI: 10.3389/fphar.2019.01667] [Citation(s) in RCA: 57] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2019] [Accepted: 12/20/2019] [Indexed: 02/05/2023] Open
Abstract
Drug-induced liver injury (DILI) is one among the common adverse drug reactions and the leading causes of drug development attritions, black box warnings, and post-marketing withdrawals. Despite having relatively low clinical incidence, its potentially severe adverse events should be considered in the individual patients due to the high risk of acute liver failure. Although traditional liver parameters have been applied to the diagnosis of DILI, the lack of specific and sensitive biomarkers poses a major limitation, and thus accurate prediction of the subsequent clinical course remains a significant challenge. These drawbacks prompt the investigation and discovery of more effective biomarkers, which could lead to early detection of DILI, and improve its diagnosis and prognosis. Novel promising biomarkers include glutamate dehydrogenase, keratin 18, sorbitol dehydrogenase, glutathione S-transferase, bile acids, cytochrome P450, osteopontin, high mobility group box-1 protein, fatty acid binding protein 1, cadherin 5, miR-122, genetic testing, and omics technologies, among others. Furthermore, several clinical scoring systems have gradually emerged for the diagnosis of DILI including the Roussel Uclaf Causality Assessment Method (RUCAM), Clinical Diagnostic Scale (CDS), and Digestive Disease Week Japan (DDW-J) systems. However, currently their predictive value is limited with certain inherent deficiencies. Thus, perhaps the greatest benefit would be achieved by simultaneously combining the scoring systems and those biomarkers. Herein, we summarized the recent research progress on molecular biomarkers for DILI to improved approaches for its diagnosis and clinical management.
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Affiliation(s)
- Siyu Fu
- Center of Infectious Diseases, West China Hospital, Sichuan University, Chengdu, China
| | - Dongbo Wu
- Center of Infectious Diseases, West China Hospital, Sichuan University, Chengdu, China
| | - Wei Jiang
- Center of Infectious Diseases, West China Hospital, Sichuan University, Chengdu, China
| | - Juan Li
- Department of Infectious Diseases, Pidu District People's Hospital, Chengdu, China
| | - Jiang Long
- The Mental Health Center and the Psychiatric Laboratory, West China Hospital, Sichuan University, Chengdu, China
| | - Chengyao Jia
- Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, China
| | - Taoyou Zhou
- Center of Infectious Diseases, West China Hospital, Sichuan University, Chengdu, China
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10
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Teschke R, Eickhoff A, Brown AC, Neuman MG, Schulze J. Diagnostic Biomarkers in Liver Injury by Drugs, Herbs, and Alcohol: Tricky Dilemma after EMA Correctly and Officially Retracted Letter of Support. Int J Mol Sci 2019; 21:ijms21010212. [PMID: 31892250 PMCID: PMC6981464 DOI: 10.3390/ijms21010212] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2019] [Revised: 12/21/2019] [Accepted: 12/23/2019] [Indexed: 02/07/2023] Open
Abstract
Liver injuries caused by the use of exogenous compounds such as drugs, herbs, and alcohol are commonly well diagnosed using laboratory tests, toxin analyses, or eventually reactive intermediates generated during metabolic degradation of the respective chemical in the liver and subject to covalent binding by target proteins. Conditions are somewhat different for idiosyncratic drug induced liver injury (DILI), for which metabolic intermediates as diagnostic aids are rarely available. Although the diagnosis of idiosyncratic DILI can well be established using the validated, liver specific, structured, and quantitative RUCAM (Roussel Uclaf Causality Assessment Method), there is an ongoing search for new diagnostic biomarkers that could assist in and also confirm RUCAM-based DILI diagnoses. With respect to idiosyncratic DILI and following previous regulatory letters of recommendations, selected biomarkers reached the clinical focus, including microRNA-122, microRNA-192, cytokeratin analogues, glutamate dehydrogenase, total HMGB-1 (High Mobility Group Box), and hyperacetylated HMGB-1 proteins. However, the new parameters total HMGB-1, and even more so the acetylated HMGB-1, came under critical scientific fire after misconduct at one of the collaborating partner centers, leading the EMA to recommend no longer the exploratory hyperacetylated HMGB1 isoform biomarkers in clinical studies. The overall promising nature of the recommended biomarkers was considered by EMA as highly dependent on the outstanding results of the now incriminated biomarker hyperacetylated HMGB-1. The EMA therefore correctly decided to officially retract its Letter of Support affecting all biomarkers listed above. New biomarkers are now under heavy scrutiny that will require re-evaluations prior to newly adapted recommendations. With Integrin beta 3 (ITGB3), however, a new diagnostic biomarker may emerge, possibly being drug specific but tested in only 16 patients; due to substantial remaining uncertainties, final recommendations would be premature. In conclusion, most of the currently recommended new biomarkers have lost regulatory support due to scientific misconduct, requiring now innovative approaches and re-evaluation before they can be assimilated into clinical practice.
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Affiliation(s)
- Rolf Teschke
- Department of Internal Medicine II, Division of Gastroenterology and Hepatology, Klinikum Hanau, Academic Teaching Hospital of the Medical Faculty, Goethe University Frankfurt/Main, D-63450 Hanau, Germany;
- Correspondence: ; Tel.: +49-6181-21859; Fax: +49-6181-2964211
| | - Axel Eickhoff
- Department of Internal Medicine II, Division of Gastroenterology and Hepatology, Klinikum Hanau, Academic Teaching Hospital of the Medical Faculty, Goethe University Frankfurt/Main, D-63450 Hanau, Germany;
| | - Amy C. Brown
- Department of Complementary and Integrative Medicine, University of Hawai’i at Manoa, Honolulu, HI 96813, USA;
| | - Manuela G. Neuman
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON M2 R1 W6, Canada;
| | - Johannes Schulze
- Institute of Occupational, Social and Environmental Medicine, Goethe-University Frankfurt/Main, D-60590 Frankfurt/Main, Germany;
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11
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Meunier L, Larrey D. Drug-Induced Liver Injury: Biomarkers, Requirements, Candidates, and Validation. Front Pharmacol 2019; 10:1482. [PMID: 31920666 PMCID: PMC6917655 DOI: 10.3389/fphar.2019.01482] [Citation(s) in RCA: 53] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Accepted: 11/15/2019] [Indexed: 12/12/2022] Open
Abstract
The hepatotoxicity of drugs is the main cause of drug withdrawal from the pharmaceutical market and interruption of the development of new molecules. Biomarkers are useful in several situations. In case of suspected drug-induced liver injury (DILI), biomarkers can be used to confirm liver damage, its severity, prognosis, confirm drug causality, or define the type of DILI. In this review, we will first present the currently used biomarkers and candidate biomarkers for the future. The current biomarkers are certainly very helpful including with the assistance of diagnostic method such the Roussel Uclaf Causality Assessment Method, but provide a limited information for the early detection of liver injury, the role of specific drug and the prediction of DILI. Some biomarkers are promising but they are not yet available for routine use. Studies are still needed to confirm their interest, particularly in comparison to Roussel Uclaf Causality Assessment Method.
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Affiliation(s)
| | - Dominique Larrey
- Liver and Transplantation Unit, Montpellier School of Medicine and IRB-INSERM-1183, Montpellier, France
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12
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Tajima S, Yamamoto N, Masuda S. Clinical prospects of biomarkers for the early detection and/or prediction of organ injury associated with pharmacotherapy. Biochem Pharmacol 2019; 170:113664. [PMID: 31606409 DOI: 10.1016/j.bcp.2019.113664] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2019] [Accepted: 10/08/2019] [Indexed: 12/31/2022]
Abstract
Several biomarkers are used to monitor organ damage caused by drug toxicity. Traditional markers of kidney function, such as serum creatinine and blood urea nitrogen are commonly used to estimate glomerular filtration rate. However, these markers have several limitations including poor specificity and sensitivity. A number of serum and urine biomarkers have recently been described to detect kidney damage caused by drugs such as cisplatin, gentamicin, vancomycin, and tacrolimus. Neutrophil gelatinase-associated lipocalin (NGAL), liver-type fatty acid-binding protein (L-FABP), kidney injury molecule-1 (KIM-1), monocyte chemotactic protein-1 (MCP-1), and cystatin C have been identified as biomarkers for early kidney damage. Hy's Law is widely used as to predict a high risk of severe drug-induced liver injury caused by drugs such as acetaminophen. Recent reports have indicated that glutamate dehydrogenase (GLDH), high-mobility group box 1 (HMGB-1), Keratin-18 (k18), MicroRNA-122 and ornithine carbamoyltransferase (OCT) are more sensitive markers of hepatotoxicity compared to the traditional markers including the blood levels of amiotransferases and total bilirubin. Additionally, the rapid development of proteomic technologies in biofluids and tissue provides a new multi-marker panel, leading to the discovery of more sensitive biomarkers. In this review, an update topics of biomarkers for the detection of kidney or liver injury associated with pharmacotherapy.
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Affiliation(s)
- Soichiro Tajima
- Department of Pharmacy, Kyushu University Hospital, Fukuoka 812-8582, Japan
| | - Nanae Yamamoto
- Department of Pharmacy, Kyushu University Hospital, Fukuoka 812-8582, Japan
| | - Satohiro Masuda
- Department of Pharmacy, Kyushu University Hospital, Fukuoka 812-8582, Japan; Department of Clinical Pharmacology and Biopharmaceutics, Graduate School of Pharmaceutical Sciences, Kyushu University, Fukuoka 812-8582, Japan; Department of Pharmacy, International University of Health and Welfare Narita Hospital, Japan; Department of Clinical Pharmacy, Faculty of Pharmaceutical Sciences, International University of Health and Welfare Narita Hospital, Japan.
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13
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Church RJ, Kullak-Ublick GA, Aubrecht J, Bonkovsky HL, Chalasani N, Fontana RJ, Goepfert JC, Hackman F, King NMP, Kirby S, Kirby P, Marcinak J, Ormarsdottir S, Schomaker SJ, Schuppe-Koistinen I, Wolenski F, Arber N, Merz M, Sauer JM, Andrade RJ, van Bömmel F, Poynard T, Watkins PB. Candidate biomarkers for the diagnosis and prognosis of drug-induced liver injury: An international collaborative effort. Hepatology 2019; 69:760-773. [PMID: 29357190 PMCID: PMC6054900 DOI: 10.1002/hep.29802] [Citation(s) in RCA: 146] [Impact Index Per Article: 29.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2017] [Accepted: 01/19/2018] [Indexed: 02/06/2023]
Abstract
Current blood biomarkers are suboptimal in detecting drug-induced liver injury (DILI) and predicting its outcome. We sought to characterize the natural variabilty and performance characteristics of 14 promising DILI biomarker candidates. Serum or plasma from multiple cohorts of healthy volunteers (n = 192 and n = 81), subjects who safely took potentially hepatotoxic drugs without adverse effects (n = 55 and n = 92) and DILI patients (n = 98, n = 28, and n = 143) were assayed for microRNA-122 (miR-122), glutamate dehydrogenase (GLDH), total cytokeratin 18 (K18), caspase cleaved K18, glutathione S-transferase α, alpha-fetoprotein, arginase-1, osteopontin (OPN), sorbitol dehydrogenase, fatty acid binding protein, cadherin-5, macrophage colony-stimulating factor receptor (MCSFR), paraoxonase 1 (normalized to prothrombin protein), and leukocyte cell-derived chemotaxin-2. Most candidate biomarkers were significantly altered in DILI cases compared with healthy volunteers. GLDH correlated more closely with gold standard alanine aminotransferase than miR-122, and there was a surprisingly wide inter- and intra-individual variability of miR-122 levels among healthy volunteers. Serum K18, OPN, and MCSFR levels were most strongly associated with liver-related death or transplantation within 6 months of DILI onset. Prediction of prognosis among DILI patients using the Model for End-Stage Liver Disease was improved by incorporation of K18 and MCSFR levels. Conclusion: GLDH appears to be more useful than miR-122 in identifying DILI patients, and K18, OPN, and MCSFR are promising candidates for prediction of prognosis during an acute DILI event. Serial assessment of these biomarkers in large prospective studies will help further delineate their role in DILI diagnosis and management.
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Affiliation(s)
- Rachel J. Church
- Institute for Drug Safety Sciences, University of North Carolina at Chapel Hill, Research Triangle Park, NC,Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy, Chapel Hill, North Carolina
| | - Gerd A. Kullak-Ublick
- Department of Clinical Pharmacology and Toxicology, University Hospital Zurich, University of Zurich, Switzerland,Mechanistic Safety, Novartis Global Drug Development, Basel, Switzerland
| | | | | | - Naga Chalasani
- School of Medicine, Indiana University, Indianapolis, IN
| | | | | | | | | | | | | | | | | | | | - Ina Schuppe-Koistinen
- Science for Life Laboratory, Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden
| | | | - Nadir Arber
- Tel Aviv Sourasky Medical Center, Tel Aviv University, Israel
| | - Michael Merz
- Department of Clinical Pharmacology and Toxicology, University Hospital Zurich, University of Zurich, Switzerland,Discovery and Investigative Safety, Novartis Institutes for Biomedical Research, Basel, Switzerland
| | | | - Raul J. Andrade
- Unidad de Gestión Clínica de Aparato Digestivo, Instituto de Investigación Biomédica de Málaga-IBIMA, Hospital Universitario Virgen de la Victoria, Universidad de Málaga, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Málaga, Spain
| | - Florian van Bömmel
- Section of Hepatology, Clinic of Gastroenterology and Hepatology, University Hospital Leipzig, Leipzig, Germany
| | - Thierry Poynard
- Department of Hepatology, Groupe Hospitalier Pitié Salpêtrière, University Pierre et Marie Curie, INSERM UMR 938, Paris, France
| | - Paul B. Watkins
- Institute for Drug Safety Sciences, University of North Carolina at Chapel Hill, Research Triangle Park, NC,Division of Pharmacotherapy and Experimental Therapeutics, UNC Eshelman School of Pharmacy, Chapel Hill, North Carolina
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14
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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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15
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McGill MR, Jaeschke H. Biomarkers of drug-induced liver injury: progress and utility in research, medicine, and regulation. Expert Rev Mol Diagn 2018; 18:797-807. [PMID: 30080986 DOI: 10.1080/14737159.2018.1508998] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
INTRODUCTION The difficulty of understanding and diagnosing drug-induced liver injury (DILI) has led to proliferation of serum and genetic biomarkers. Many applications of these biomarkers have been proposed, including investigation of mechanisms, prediction of DILI during early trials or before initiation of therapy in patients, and diagnosis of DILI during therapy. Areas covered: We review the definition and categories of DILI, describe recent developments in DILI biomarker development, and provide guidance for future directions in DILI biomarker research. Expert commentary: There are major obstacles to DILI biomarker development and implementation, including the low prevalence of idiosyncratic DILI (IDILI), weak associations of IDILI with genetic variants, and lack of specificity of many biomarkers for the liver. Certain serum biomarkers, like miR-122, may have clinical utility in early-presenting patients with either intrinsic or idiosyncratic DILI in the future, while others likely will not find use. Future research should focus on implementation of biomarkers to predict later injury and outcome in early presenters with intrinsic DILI, and on development of biomarkers of adaptation and repair in the liver that can be used to determine if a liver test abnormality is likely to be clinically significant in IDILI.
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Affiliation(s)
- Mitchell R McGill
- a Department of Environmental and Occupational Health , Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences , Little Rock , AR , USA.,b Department of Pharmacology and Toxicology , College of Medicine, University of Arkansas for Medical Sciences , Little Rock , AR , USA
| | - Hartmut Jaeschke
- c Department of Pharmacology, Toxicology and Therapeutics , University of Kansas Medical Center , Kansas City , KS , USA
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Huang W, Whittaker K, Zhang H, Wu J, Zhu SW, Huang RP. Integration of Antibody Array Technology into Drug Discovery and Development. Assay Drug Dev Technol 2018; 16:74-95. [PMID: 29394094 DOI: 10.1089/adt.2017.808] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Affiliation(s)
| | | | | | - Jian Wu
- The Affiliated Third Hospital of Sun Yat-Sen University, Guangzhou, China
| | | | - Ruo-Pan Huang
- Raybiotech, Inc., Guangzhou, China
- RayBiotech, Inc., Norcross, Georgia
- South China Biochip Research Center, Guangzhou, China
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17
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Peta V, Tse C, Perazzo H, Munteanu M, Ngo Y, Ngo A, Ramanujam N, Verglas L, Mallet M, Ratziu V, Thabut D, Rudler M, Thibault V, Schuppe-Koistinen I, Bonnefont-Rousselot D, Hainque B, Imbert-Bismut F, Merz M, Kullak-Ublick G, Andrade R, van Boemmel F, Schott E, Poynard T. Serum apolipoprotein A1 and haptoglobin, in patients with suspected drug-induced liver injury (DILI) as biomarkers of recovery. PLoS One 2017; 12:e0189436. [PMID: 29287080 PMCID: PMC5747433 DOI: 10.1371/journal.pone.0189436] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2017] [Accepted: 11/26/2017] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND There is a clear need for better biomarkers of drug-induced-liver-injury (DILI). AIMS We aimed to evaluate the possible prognostic value of ActiTest and FibroTest proteins apoliprotein-A1, haptoglobin and alpha-2-macroglobulin, in patients with DILI. METHODS We analyzed cases and controls included in the IMI-SAFE-T-DILI European project, from which serum samples had been stored in a dedicated biobank. The analyses of ActiTest and FibroTest had been prospectively scheduled. The primary objective was to analyze the performance (AUROC) of ActiTest components as predictors of recovery outcome defined as an ALT <2x the upper limit of normal (ULN), and BILI <2x ULN. RESULTS After adjudication, 154 patients were considered to have DILI and 22 were considered to have acute liver injury without DILI. A multivariate regression analysis (ActiTest-DILI patent pending) combining the ActiTest components without BILI and ALT (used as references), apolipoprotein-A1, haptoglobin, alpha-2-macroglobulin and GGT, age and gender, resulted in a significant prediction of recovery with 67.0% accuracy (77/115) and an AUROC of 0.724 (P<0.001 vs. no prediction 0.500). Repeated apolipoprotein-A1 and haptoglobin remained significantly higher in the DILI cases that recovered (n = 65) versus those that did not (n = 16), at inclusion, at 4-8 weeks and at 8-12 weeks. The same results were observed after stratification on APAP cases and non-APAP cases. CONCLUSIONS We identified that apolipoprotein-A1 and haptoglobin had significant predictive values for the prediction of recovery at 12 weeks in DILI, enabling the construction of a new prognostic panel, the DILI-ActiTest, which needs to be independently validated.
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Affiliation(s)
| | - Chantal Tse
- Department of Biochemistry, Groupe Hospitalier Pitié-Salpêtrière, Assistance Publique Hopitaux de Paris, Paris, France
| | - Hugo Perazzo
- Department of Hepatology, Groupe Hospitalier Pitié-Salpêtrière, Assistance Publique Hopitaux de Paris, Paris, France
| | - Mona Munteanu
- Department of Research, Biopredictive, Paris, France
| | - Yen Ngo
- Department of Research, Biopredictive, Paris, France
| | - An Ngo
- Department of Research, Biopredictive, Paris, France
| | - Nittia Ramanujam
- Department of Biochemistry, Groupe Hospitalier Pitié-Salpêtrière, Assistance Publique Hopitaux de Paris, Paris, France
| | - Lea Verglas
- Department of Biochemistry, Groupe Hospitalier Pitié-Salpêtrière, Assistance Publique Hopitaux de Paris, Paris, France
| | - Maxime Mallet
- Department of Hepatology, Groupe Hospitalier Pitié-Salpêtrière, Assistance Publique Hopitaux de Paris, Paris, France
| | - Vlad Ratziu
- Department of Hepatology, Groupe Hospitalier Pitié-Salpêtrière, Assistance Publique Hopitaux de Paris, Paris, France
- University Pierre et Marie Curie, Institut National de la Santé et de la Recherche Médicale UMR 938, Paris, France
| | - Dominique Thabut
- Department of Hepatology, Groupe Hospitalier Pitié-Salpêtrière, Assistance Publique Hopitaux de Paris, Paris, France
- University Pierre et Marie Curie, Institut National de la Santé et de la Recherche Médicale UMR 938, Paris, France
| | - Marika Rudler
- Department of Hepatology, Groupe Hospitalier Pitié-Salpêtrière, Assistance Publique Hopitaux de Paris, Paris, France
| | - Vincent Thibault
- Department of Virology, Groupe Hospitalier Pitié-Salpêtrière, Assistance Publique Hopitaux de Paris, Paris, France
| | | | - Dominique Bonnefont-Rousselot
- Department of Biochemistry, Groupe Hospitalier Pitié-Salpêtrière, Assistance Publique Hopitaux de Paris, Paris, France
| | - Bernard Hainque
- Department of Biochemistry, Groupe Hospitalier Pitié-Salpêtrière, Assistance Publique Hopitaux de Paris, Paris, France
| | - Françoise Imbert-Bismut
- Department of Biochemistry, Groupe Hospitalier Pitié-Salpêtrière, Assistance Publique Hopitaux de Paris, Paris, France
| | - Michael Merz
- Department of Clinical Pharmacology and Toxicology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
- Mechanistic Safety, Novartis Global Drug Development, Basel, Switzerland
| | - Gerd Kullak-Ublick
- Department of Clinical Pharmacology and Toxicology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
- Mechanistic Safety, Novartis Global Drug Development, Basel, Switzerland
| | - Raul Andrade
- Unidad de Gestión Clínica de Aparato Digestivo, Instituto de Investigación Biomédica de Málaga, Hospital Universitario Virgen de la Victoria, Universidad de Málaga, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas, Málaga, Spain
| | - Florian van Boemmel
- Clinic for Hepatology and Rheumatology, Hepatology Section, University Hospital Leipzig, Leipzig, Germany
| | - Eckart Schott
- Clinic for Hepatology and Rheumatology, Hepatology Section, University Hospital Charité, Berlin, Germany
| | - Thierry Poynard
- Department of Hepatology, Groupe Hospitalier Pitié-Salpêtrière, Assistance Publique Hopitaux de Paris, Paris, France
- University Pierre et Marie Curie, Institut National de la Santé et de la Recherche Médicale UMR 938, Paris, France
- * E-mail:
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Petros Z, Lee MTM, Takahashi A, Zhang Y, Yimer G, Habtewold A, Schuppe-Koistinen I, Mushiroda T, Makonnen E, Kubo M, Aklillu E. Genome-Wide Association and Replication Study of Hepatotoxicity Induced by Antiretrovirals Alone or with Concomitant Anti-Tuberculosis Drugs. OMICS-A JOURNAL OF INTEGRATIVE BIOLOGY 2017; 21:207-216. [PMID: 28388302 DOI: 10.1089/omi.2017.0019] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Drug-induced hepatotoxicity (DIH) is a common adverse event that is associated with both antiretroviral (ARV) and anti-tuberculosis drugs (ATD). Moreover, the genetic variations predisposing ARV- and ARV-ATD-induced liver toxicity in African populations are not well investigated, despite the two diseases being the major global health problems in sub-Saharan Africa. We performed a genome-wide association study (GWAS) and replication study to identify the genetic variants linked to the risk of developing DIH due to ARV drugs alone, and ARV-ATD co-treatment in Ethiopian HIV-positive patients. Treatment-naïve newly diagnosed HIV patients (n = 719) with or without tuberculosis (TB) co-infection were enrolled prospectively and received efavirenz-based ARV therapy with or without rifampicin-based short course ATD, respectively. Whole-genome genotyping was performed by using the Illumina Omni Express Exome Bead Chip genotyping array with 951,117 single nucleotide polymorphisms (SNPs) on a total of 41 cases of DIH, and 452 people without DIH (treatment tolerants). The replication study was carried out for 100 SNPs with the lowest p-values (top SNPs) by using an independent cohort consisting of 18 DIH cases and 208 treatment tolerants. We identified a missense SNP rs199650082 (2756G→A, R919Q, p = 1.4 × 10-6, odds ratio [OR] = 18.2, 95% confidence interval [CI] = 7.1-46.9) in an endoplasmic reticulum to the nucleus signaling-1 (ERN1) gene on chromosome 17 to be associated with DIH in the ARV-only cohort. In the ARV-ATD co-treatment groups, rs4842407, a long intergenic noncoding RNAs (lincRNAs) transcript variant on chromosome 12, was associated with DIH (p = 5.3 × 10-7, OR = 5.4, 95% CI = 2.8-10.3). These genetic variants that are putatively associated with DIH due to ARV drugs alone and ARV-ATD co-treatment establish a foundation for future personalized medicine in people with HIV and TB and call for larger studies in independent populations.
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Affiliation(s)
- Zelalem Petros
- 1 Laboratory for International Alliance on Genomic Research, RIKEN Center for Integrative Medical Sciences , Yokohama, Japan .,2 Department of Pharmacology, School of Medicine, College of Health Sciences, Addis Ababa University , Addis Ababa, Ethiopia
| | - Ming Ta Michael Lee
- 1 Laboratory for International Alliance on Genomic Research, RIKEN Center for Integrative Medical Sciences , Yokohama, Japan
| | - Atsushi Takahashi
- 3 Laboratory for Statistical Analysis, RIKEN Center for Integrative Medical Sciences , Yokohama, Japan
| | - Yanfei Zhang
- 1 Laboratory for International Alliance on Genomic Research, RIKEN Center for Integrative Medical Sciences , Yokohama, Japan
| | - Getnet Yimer
- 2 Department of Pharmacology, School of Medicine, College of Health Sciences, Addis Ababa University , Addis Ababa, Ethiopia
| | - Abiy Habtewold
- 2 Department of Pharmacology, School of Medicine, College of Health Sciences, Addis Ababa University , Addis Ababa, Ethiopia
| | - Ina Schuppe-Koistinen
- 4 Department of Physiology and Pharmacology, Science for Life Laboratory, Karolinska Institutet , Stockholm, Sweden
| | - Taisei Mushiroda
- 5 Laboratory for Pharmacogenomics, RIKEN Center for Integrative Medical Sciences , Yokohama, Japan
| | - Eyasu Makonnen
- 2 Department of Pharmacology, School of Medicine, College of Health Sciences, Addis Ababa University , Addis Ababa, Ethiopia
| | - Michiaki Kubo
- 6 Laboratory for Genotyping Development, RIKEN Center for Integrative Medical Sciences , Yokohama, Japan
| | - Eleni Aklillu
- 7 Division of Clinical Pharmacology, Department of Laboratory Medicine, Karolinska University Hospital Huddinge C1:68 , KarolinskaInstitutet, Stockholm, Sweden
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Shahbaz O, Mahajan S, Lewis JH. Highlights of drug - and herb- induced liver injury in the literature from 2016: how best to translate new information into clinical practice? Expert Opin Drug Metab Toxicol 2017; 13:935-951. [PMID: 28772086 DOI: 10.1080/17425255.2017.1362391] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
INTRODUCTION Over 1500 papers on drug-induced liver injury (DILI) and herb-induced liver injury (HILI) were published in 2016, many of which have the potential to impact clinical practice. Areas covered: Clinical studies and case series that lent themselves to new concepts in diagnosing, and treating DILI were selected for inclusion. Epidemiology of DILI in large prospective registries was highlighted. Causality assessment of drug hepatotoxicity remains challenging, as seen with cases of OxyELITE Pro (OEP). In 2016 updates to the Roussel Uclaf Causality Assessment Method (RUCAM) were published to aid in the accuracy of diagnosing DILI/HILI. New reports of established hepatotoxins were again discussed in 2016, including genetic risk factors for DILI with respect to antituberculous agents. Expert opinion: 2016 marked a turning point in how much credence should be placed in the current causality assessment for DILI/HILI cases. Many recognized hepatotoxins are backed by a relatively few number of literature reports. Danan and Teschke make a strong case that an updated RUCAM should remain the gold standard for diagnosing DILI/HILI going forward, although the role of expert opinion is often still needed in cases where RUCAM falls short. The field of chemoinformatics continues to evolve while we await a truly predictive and diagnostic DILI biomarker.
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Affiliation(s)
- Omar Shahbaz
- a Department of Medicine, Division of Gastroenterology, Hepatology Section , Georgetown University Hospital , Washington , DC , USA
| | - Sandeep Mahajan
- a Department of Medicine, Division of Gastroenterology, Hepatology Section , Georgetown University Hospital , Washington , DC , USA
| | - James H Lewis
- a Department of Medicine, Division of Gastroenterology, Hepatology Section , Georgetown University Hospital , Washington , DC , USA
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Proteomic and network analysis of human serum albuminome by integrated use of quick crosslinking and two-step precipitation. Sci Rep 2017; 7:9856. [PMID: 28851998 PMCID: PMC5575314 DOI: 10.1038/s41598-017-09563-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2017] [Accepted: 07/24/2017] [Indexed: 11/23/2022] Open
Abstract
Affinity- and chemical-based methods are usually employed to prepare human serum albuminome; however, these methods remain technically challenging. Herein, we report the development of a two-step precipitation (TSP) method by combined use of polyethylene glycol (PEG) and ethanol. PEG precipitation was newly applied to remove immunoglobulin G for albuminome preparation, which is simple, cost effective, efficient and compatible with downstream ethanol precipitation. Nonetheless, chemical extraction using TSP may disrupt weak and transient protein interactions with human serum albumin (HSA) leading to an incomplete albuminome. Accordingly, rapid fixation based on formaldehyde crosslinking (FC) was introduced into the TSP procedure. The developed FC-TSP method increased the number of identified proteins, probably by favouring real-time capture of weakly bound proteins in the albuminome. A total of 171 proteins excluding HSA were identified from the fraction obtained with FC-TSP. Further interaction network and cluster analyses revealed 125 HSA-interacting proteins and 14 highly-connected clusters. Compared with five previous studies, 55 new potential albuminome proteins including five direct and 50 indirect binders were only identified by our strategy and 12 were detected as common low-abundance proteins. Thus, this new strategy has the potential to effectively survey the human albuminome, especially low-abundance proteins of clinical interest.
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21
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Kullak-Ublick GA, Andrade RJ, Merz M, End P, Benesic A, Gerbes AL, Aithal GP. Drug-induced liver injury: recent advances in diagnosis and risk assessment. Gut 2017; 66:1154-1164. [PMID: 28341748 PMCID: PMC5532458 DOI: 10.1136/gutjnl-2016-313369] [Citation(s) in RCA: 307] [Impact Index Per Article: 43.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2016] [Revised: 02/24/2017] [Accepted: 02/28/2017] [Indexed: 12/12/2022]
Abstract
Idiosyncratic drug-induced liver injury (IDILI) is a rare but potentially severe adverse drug reaction that should be considered in patients who develop laboratory criteria for liver injury secondary to the administration of a potentially hepatotoxic drug. Although currently used liver parameters are sensitive in detecting DILI, they are neither specific nor able to predict the patient's subsequent clinical course. Genetic risk assessment is useful mainly due to its high negative predictive value, with several human leucocyte antigen alleles being associated with DILI. New emerging biomarkers which could be useful in assessing DILI include total keratin18 (K18) and caspase-cleaved keratin18 (ccK18), macrophage colony-stimulating factor receptor 1, high mobility group box 1 and microRNA-122. From the numerous in vitro test systems that are available, monocyte-derived hepatocytes generated from patients with DILI show promise in identifying the DILI-causing agent from among a panel of coprescribed drugs. Several computer-based algorithms are available that rely on cumulative scores of known risk factors such as the administered dose or potential liabilities such as mitochondrial toxicity, inhibition of the bile salt export pump or the formation of reactive metabolites. A novel DILI cluster score is being developed which predicts DILI from multiple complimentary cluster and classification models using absorption-distribution-metabolism-elimination-related as well as physicochemical properties, diverse substructural descriptors and known structural liabilities. The provision of more advanced scientific and regulatory guidance for liver safety assessment will depend on validating the new diagnostic markers in the ongoing DILI registries, biobanks and public-private partnerships.
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Affiliation(s)
- Gerd A Kullak-Ublick
- Department of Clinical Pharmacology and Toxicology, University Hospital Zurich and University of Zurich, Zurich, Switzerland,Drug Safety and Epidemiology, Novartis Pharma, Basel, Switzerland
| | - Raul J Andrade
- Unidad de Gestión Clínica de Aparato Digestivo, Instituto de Investigación Biomédica de Málaga-IBIMA, Hospital Universitario Virgen de la Victoria, Universidad de Málaga, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Málaga, Spain
| | - Michael Merz
- Novartis Institutes for BioMedical Research, Novartis Campus, Basel, Switzerland
| | - Peter End
- Novartis Institutes for BioMedical Research, Novartis Campus, Basel, Switzerland
| | - Andreas Benesic
- Department of Medicine II, Klinikum Grosshadern of the University of Munich (KUM), University of Munich, Munich, Germany,MetaHeps GmbH, Planegg/Martinsried, Germany
| | - Alexander L Gerbes
- Department of Medicine II, Klinikum Grosshadern of the University of Munich (KUM), University of Munich, Munich, Germany
| | - Guruprasad P Aithal
- National Institute for Health Research (NIHR), Nottingham Digestive Diseases Biomedical Research Unit, Nottingham University Hospitals NHS Trust and the University of Nottingham, Nottingham, UK
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22
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Araújo AM, Carvalho M, Carvalho F, Bastos MDL, Guedes de Pinho P. Metabolomic approaches in the discovery of potential urinary biomarkers of drug-induced liver injury (DILI). Crit Rev Toxicol 2017; 47:633-649. [PMID: 28436314 DOI: 10.1080/10408444.2017.1309638] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Drug-induced liver injury (DILI) is a major safety issue during drug development, as well as the most common cause for the withdrawal of drugs from the pharmaceutical market. The identification of DILI biomarkers is a labor-intensive area. Conventional biomarkers are not specific and often only appear at significant levels when liver damage is substantial. Therefore, new biomarkers for early identification of hepatotoxicity during the drug discovery process are needed, thus resulting in lower development costs and safer drugs. In this sense, metabolomics has been increasingly playing an important role in the discovery of biomarkers of liver damage, although the characterization of the mechanisms of toxicity induced by xenobiotics remains a huge challenge. These new-generation biomarkers will offer obvious benefits for the pharmaceutical industry, regulatory agencies, as well as a personalized clinical follow-up of patients, upon validation and translation into clinical practice or approval for routine use. This review describes the current status of the metabolomics applied to the early diagnosis and prognosis of DILI and in the discovery of new potential urinary biomarkers of liver injury.
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Affiliation(s)
- Ana Margarida Araújo
- a UCIBIO, REQUIMTE, Laboratory of Toxicology, Faculty of Pharmacy , University of Porto , Porto , Portugal
| | - Márcia Carvalho
- a UCIBIO, REQUIMTE, Laboratory of Toxicology, Faculty of Pharmacy , University of Porto , Porto , Portugal.,b UFP Energy, Environment and Health Research Unit (FP-ENAS) , University Fernando Pessoa , Porto , Portugal
| | - Félix Carvalho
- a UCIBIO, REQUIMTE, Laboratory of Toxicology, Faculty of Pharmacy , University of Porto , Porto , Portugal
| | - Maria de Lourdes Bastos
- a UCIBIO, REQUIMTE, Laboratory of Toxicology, Faculty of Pharmacy , University of Porto , Porto , Portugal
| | - Paula Guedes de Pinho
- a UCIBIO, REQUIMTE, Laboratory of Toxicology, Faculty of Pharmacy , University of Porto , Porto , Portugal
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23
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Karvellas CJ, Speiser JL, Tremblay M, Lee WM, Rose CF. Elevated FABP1 serum levels are associated with poorer survival in acetaminophen-induced acute liver failure. Hepatology 2017; 65:938-949. [PMID: 27859489 PMCID: PMC5319885 DOI: 10.1002/hep.28945] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2016] [Revised: 09/02/2016] [Accepted: 09/16/2016] [Indexed: 12/14/2022]
Abstract
UNLABELLED Acetaminophen (APAP)-induced acute liver failure (ALF) is associated with significant mortality. Traditional prognostic scores lack sensitivity. Serum liver-type fatty acid binding protein (FABP1) early (day 1) or late (day 3-5) levels are associated with 21-day mortality in the absence of liver transplant. Serum samples from 198 APAP-ALF patients (nested case-control study with 99 survivors, 99 nonsurvivors) were analyzed by enzyme-linked immunosorbent assay with clinical data from the US Acute Liver Failure Study Group registry (1998-2014). APAP-ALF survivors had significantly lower serum FABP1 levels early (238.6 versus 690.8 ng/mL, P < 0.0001) and late (148.4 versus 612.3 ng/mL, P < 0.0001) compared with nonsurvivors. FABP1 > 350 ng/mL was associated with significantly higher risk of death at early (P = 0.0004) and late (P < 0.0001) time points. Increased serum FABP1 early (log FABP1 odds ratio = 1.31, P = 0.027) and late (log FABP1 odds ratio = 1.50, P = 0.005) were associated with significantly increased 21-day mortality after adjusting for significant covariates (Model for End-Stage Liver Disease, vasopressor use). Areas under the receiver operating characteristic curve for early and late multivariable models were 0.778 and 0.907, respectively. The area under the receiver operating characteristic curve of the King's College criteria (early, 0.552 alone, 0.711 with FABP1; late, 0.604 alone, 0.797 with FABP1) and the Acute Liver Failure Study Group prognostic index (early, 0.686 alone, 0.766 with FABP1; late, 0.711 alone, 0.815 with FABP1) significantly improved with the addition of FABP1 (P < 0.002 for all). CONCLUSION In patients with APAP-ALF, FABP1 may have good potential to discriminate survivors from nonsurvivors and may improve models currently used in clinical practice; validation of FABP1 as a clinical prediction tool in APAP-ALF warrants further investigation. (Hepatology 2017;65:938-949).
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Affiliation(s)
- Constantine J. Karvellas
- Divisions of Hepatology and Critical Care Medicine, University of Alberta, Edmonton, Canada,Corresponding author/reprints: Constantine J. Karvellas, MD, SM, FRCPC, Associate Professor of Medicine, Division of Gastroenterology (Liver Unit), Division of Critical Care Medicine, University of Alberta, 1-40 Zeidler Ledcor Building, Edmonton, Alberta T6G-2X8, Phone: (780) 248-1555, Fax: (780) 492-5643,
| | - Jaime L. Speiser
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Mélanie Tremblay
- Hepato-neuro Laboratory, CRCHUM, Université de Montréal, Montréal, Canada
| | - William M. Lee
- Division of Digestive and Liver Diseases, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
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24
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Mikus M, Drobin K, Gry M, Bachmann J, Lindberg J, Yimer G, Aklillu E, Makonnen E, Aderaye G, Roach J, Fier I, Kampf C, Göpfert J, Perazzo H, Poynard T, Stephens C, Andrade RJ, Lucena MI, Arber N, Uhlén M, Watkins PB, Schwenk JM, Nilsson P, Schuppe‐Koistinen I. Elevated levels of circulating CDH5 and FABP1 in association with human drug-induced liver injury. Liver Int 2017; 37:132-140. [PMID: 27224670 PMCID: PMC5215406 DOI: 10.1111/liv.13174] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2015] [Accepted: 05/13/2016] [Indexed: 12/24/2022]
Abstract
BACKGROUND & AIMS The occurrence of drug-induced liver injury (DILI) is a major issue in all phases of drug development. To identify novel biomarker candidates associated with DILI, we utilised an affinity proteomics strategy, where antibody suspension bead arrays were applied to profile plasma and serum samples from human DILI cases and controls. METHODS An initial screening was performed using 4594 randomly selected antibodies, representing 3450 human proteins. Resulting candidate proteins together with proposed DILI biomarker candidates generated a DILI array of 251 proteins for subsequent target analysis and verifications. In total, 1196 samples from 241 individuals across four independent cohorts were profiled: healthy volunteers receiving acetaminophen, patients with human immunodeficiency virus and/or tuberculosis receiving treatment, DILI cases originating from a wide spectrum of drugs, and healthy volunteers receiving heparins. RESULTS We observed elevated levels of cadherin 5, type 2 (CDH5) and fatty acid-binding protein 1 (FABP1) in DILI cases. In the two longitudinal cohorts, CDH5 was elevated already at baseline. FABP1 was elevated after treatment initiation and seemed to respond more rapidly than alanine aminotransferase (ALT). The elevations were verified in the DILI cases treated with various drugs. In the heparin cohort, CDH5 was stable over time whereas FABP1 was elevated. CONCLUSIONS These results suggest that CDH5 may have value as a susceptibility marker for DILI. FABP1 was identified as a biomarker candidate with superior characteristics regarding tissue distribution and kinetics compared to ALT but likely with limited predictive value for the development of severe DILI. Further studies are needed to determine the clinical utility of the proposed markers.
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Affiliation(s)
- Maria Mikus
- Affinity proteomicsSciLifeLabSchool of BiotechnologyKTH‐Royal Institute of TechnologyStockholmSweden
| | - Kimi Drobin
- Affinity proteomicsSciLifeLabSchool of BiotechnologyKTH‐Royal Institute of TechnologyStockholmSweden
| | - Marcus Gry
- Global Safety AssessmentMolecular ToxicologyFormer AstraZeneca R&DSödertäljeSweden
| | - Julie Bachmann
- Affinity proteomicsSciLifeLabSchool of BiotechnologyKTH‐Royal Institute of TechnologyStockholmSweden
| | - Johan Lindberg
- Global Safety AssessmentMolecular ToxicologyFormer AstraZeneca R&DSödertäljeSweden
| | - Getnet Yimer
- Department of PharmacologyAddis Ababa UniversityAddis AbabaEthiopia
| | - Eleni Aklillu
- Division of Clinical PharmacologyKarolinska InstitutetStockholmSweden
| | - Eyasu Makonnen
- Department of PharmacologyAddis Ababa UniversityAddis AbabaEthiopia
| | - Getachew Aderaye
- Department of Internal MedicineAddis Ababa UniversityAddis AbabaEthiopia
| | | | - Ian Fier
- Momenta PharmaceuticalsCambridgeMAUSA
| | - Caroline Kampf
- Department of Immunology, Genetics and PathologySciLifeLabUppsala UniversityUppsalaSweden
| | - Jens Göpfert
- Biochemistry DepartmentNatural and Medical Sciences Institute at the University of TuebingenReutlingenGermany
| | - Hugo Perazzo
- Hepatology DepartmentHôpital Pitié‐SalpêtrièreParisFrance
| | | | - Camilla Stephens
- UGC Gastroenterologia y Hepatologia y Serv Farmacología ClínicaIBIMA, Hospital U Virgen de la VictoriaUniversity of MalagaMálagaSpain
| | - Raúl J. Andrade
- UGC Gastroenterologia y Hepatologia y Serv Farmacología ClínicaIBIMA, Hospital U Virgen de la VictoriaUniversity of MalagaMálagaSpain
| | - M Isabel Lucena
- UGC Gastroenterologia y Hepatologia y Serv Farmacología ClínicaIBIMA, Hospital U Virgen de la VictoriaUniversity of MalagaMálagaSpain
| | - Nadir Arber
- The Integrated Cancer Prevention CenterTel Aviv Sourasky Medical CenterTel AvivIsrael
| | - Mathias Uhlén
- Affinity proteomicsSciLifeLabSchool of BiotechnologyKTH‐Royal Institute of TechnologyStockholmSweden
| | - Paul B. Watkins
- Schools of MedicineUniversity of North Carolina at Chapel HillChapel HillNCUSA
| | - Jochen M. Schwenk
- Affinity proteomicsSciLifeLabSchool of BiotechnologyKTH‐Royal Institute of TechnologyStockholmSweden
| | - Peter Nilsson
- Affinity proteomicsSciLifeLabSchool of BiotechnologyKTH‐Royal Institute of TechnologyStockholmSweden
| | - Ina Schuppe‐Koistinen
- Department of Physiology and PharmacologyKarolinska InstitutetStockholmSweden,AstraZeneca R&DInnovative Medicines Personalised Healthcare & BiomarkersSciLifeLabStockholmSweden
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25
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Robles-Díaz M, Medina-Caliz I, Stephens C, Andrade RJ, Lucena MI. Biomarkers in DILI: One More Step Forward. Front Pharmacol 2016; 7:267. [PMID: 27597831 PMCID: PMC4992729 DOI: 10.3389/fphar.2016.00267] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2016] [Accepted: 08/08/2016] [Indexed: 12/11/2022] Open
Abstract
Despite being relatively rare, drug-induced liver injury (DILI) is a serious condition, both for the individual patient due to the risk of acute liver failure, and for the drug development industry and regulatory agencies due to associations with drug development attritions, black box warnings, and postmarketing withdrawals. A major limitation in DILI diagnosis and prediction is the current lack of specific biomarkers. Despite refined usage of traditional liver biomarkers in DILI, reliable disease outcome predictions are still difficult to make. These limitations have driven the growing interest in developing new more sensitive and specific DILI biomarkers, which can improve early DILI prediction, diagnosis, and course of action. Several promising DILI biomarker candidates have been discovered to date, including mechanistic-based biomarker candidates such as glutamate dehydrogenase, high-mobility group box 1 protein and keratin-18, which can also provide information on the injury mechanism of different causative agents. Furthermore, microRNAs have received much attention lately as potential non-invasive DILI biomarker candidates, in particular miR-122. Advances in “omics” technologies offer a new approach for biomarker exploration studies. The ability to screen a large number of molecules (e.g., metabolites, proteins, or DNA) simultaneously enables the identification of ‘toxicity signatures,’ which may be used to enhance preclinical safety assessments and disease diagnostics. Omics-based studies can also provide information on the underlying mechanisms of distinct forms of DILI that may further facilitate the identification of early diagnostic biomarkers and safer implementation of personalized medicine. In this review, we summarize recent advances in the area of DILI biomarker studies.
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Affiliation(s)
- Mercedes Robles-Díaz
- Unidad de Gestión Clínica de Aparato Digestivo, Servicio de Farmacología Clínica, Instituto de Investigación Biomédica de Málaga, Hospital Universitario Virgen de la Victoria, Universidad de Málaga, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas Málaga, Spain
| | - Inmaculada Medina-Caliz
- Unidad de Gestión Clínica de Aparato Digestivo, Servicio de Farmacología Clínica, Instituto de Investigación Biomédica de Málaga, Hospital Universitario Virgen de la Victoria, Universidad de Málaga, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas Málaga, Spain
| | - Camilla Stephens
- Unidad de Gestión Clínica de Aparato Digestivo, Servicio de Farmacología Clínica, Instituto de Investigación Biomédica de Málaga, Hospital Universitario Virgen de la Victoria, Universidad de Málaga, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas Málaga, Spain
| | - Raúl J Andrade
- Unidad de Gestión Clínica de Aparato Digestivo, Servicio de Farmacología Clínica, Instituto de Investigación Biomédica de Málaga, Hospital Universitario Virgen de la Victoria, Universidad de Málaga, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas Málaga, Spain
| | - M Isabel Lucena
- Unidad de Gestión Clínica de Aparato Digestivo, Servicio de Farmacología Clínica, Instituto de Investigación Biomédica de Málaga, Hospital Universitario Virgen de la Victoria, Universidad de Málaga, Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas Málaga, Spain
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