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Feng SY, Su LC, Liu XY, Qin Z, Fu L, Huang AF, Xu WD. Prediction model for developing neuropsychiatric systemic lupus erythematosus in lupus patients. Clin Rheumatol 2024; 43:1881-1896. [PMID: 38676758 DOI: 10.1007/s10067-024-06970-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Revised: 03/15/2024] [Accepted: 04/09/2024] [Indexed: 04/29/2024]
Abstract
OBJECTIVE This study aimed to construct a predictive model for assessing the risk of development of neuropsychiatric systemic lupus erythematosus (NPSLE) among patients with SLE based on clinical, laboratory, and meteorological data. METHODS A total of 2232 SLE patients were included and were randomly assigned into training and validation sets. Variables such as clinical and laboratory data and local meteorological data were screened by univariate and least absolute shrinkage and selection operator (LASSO) logistic regression modelling. After 10-fold cross-validation, the predictive model was built by multivariate logistic regression, and a nomogram was constructed to visualize the risk of NPSLE. The efficacy and accuracy of the model were assessed by receiver operating characteristic (ROC) curve and calibration curve analysis. Net clinical benefit was assessed by decision curve analysis. RESULTS Variables that were included in the predictive model were anti-dsDNA, anti-SSA, lymphocyte count, hematocrit, erythrocyte sedimentation rate, pre-albumin, retinol binding protein, creatine kinase isoenzyme MB, Nterminal brain natriuretic peptide precursor, creatinine, indirect bilirubin, fibrinogen, hypersensitive C-reactive protein, CO, and mild contamination. The nomogram showed a broad prediction spectrum; the area under the curve (AUC) was 0.895 (0.858-0.931) for the training set and 0.849 (0.783-0.916) for the validation set. CONCLUSION The model exhibits good predictive performance and will confer clinical benefit in NPSLE risk calculation. Key Points • Clinical, laboratory, and meteorological data were incorporated into a predictive model for neuropsychiatric systemic lupus erythematosus (NPSLE) in SLE patients. • Anti-dsDNA, anti-SSA, LYM, HCT, ESR, hsCRP, IBIL, PA, RBP, CO, Fib, NT-proBNP, Crea, CO, and mild contamination are predictors of the development of NPSLE and may have potential for research. • The nomogram has good predictive performance and clinical value and can be used to guide clinical diagnosis and treatment.
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Affiliation(s)
- Si-Yu Feng
- Department of Evidence-Based Medicine, School of Public Health, Southwest Medical University, Luzhou, Sichuan, China
| | - Lin-Chong Su
- Hubei Provincial Key Laboratory of Occurrence and Intervention of Rheumatic diseases, Affiliated Minda Hospital of Hubei Institute for Nationalities, Enshi, Hubei, China
- Department of Rheumatology and Immunology, Affiliated Minda Hospital of Hubei Institute for Nationalities, Enshi, Hubei, China
| | - Xiao-Yan Liu
- Department of Evidence-Based Medicine, School of Public Health, Southwest Medical University, Luzhou, Sichuan, China
| | - Zhen Qin
- Department of Rheumatology and Immunology, the Affiliated Hospital, Southwest Medical University, Luzhou, Sichuan, China
| | - Lu Fu
- Laboratory Animal Center, Southwest Medical University, Luzhou, Sichuan, China
| | - An-Fang Huang
- Department of Rheumatology and Immunology, the Affiliated Hospital, Southwest Medical University, Luzhou, Sichuan, China
| | - Wang-Dong Xu
- Department of Evidence-Based Medicine, School of Public Health, Southwest Medical University, Luzhou, Sichuan, China.
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Abstract
The epidemic of obesity, type 2 diabetes and nonalcoholic liver disease (NAFLD) favors drug consumption, which augments the risk of adverse events including liver injury. For more than 30 years, a series of experimental and clinical investigations reported or suggested that the common pain reliever acetaminophen (APAP) could be more hepatotoxic in obesity and related metabolic diseases, at least after an overdose. Nonetheless, several investigations did not reproduce these data. This discrepancy might come from the extent of obesity and steatosis, accumulation of specific lipid species, mitochondrial dysfunction and diabetes-related parameters such as ketonemia and hyperglycemia. Among these factors, some of them seem pivotal for the induction of cytochrome P450 2E1 (CYP2E1), which favors the conversion of APAP to the toxic metabolite N-acetyl-p-benzoquinone imine (NAPQI). In contrast, other factors might explain why obesity and NAFLD are not always associated with more frequent or more severe APAP-induced acute hepatotoxicity, such as increased volume of distribution in the body, higher hepatic glucuronidation and reduced CYP3A4 activity. Accordingly, the occurrence and outcome of APAP-induced liver injury in an obese individual with NAFLD would depend on a delicate balance between metabolic factors that augment the generation of NAPQI and others that can mitigate hepatotoxicity.
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3
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You K, Wang Y, Chen X, Yang Z, Chen Y, Tan S, Tao J, Getachew A, Pan T, Xu Y, Zhuang Y, Yang F, Lin X, Li Y. Neutralizing serum amyloid a protects against sinusoidal endothelial cell damage and platelet aggregation during acetaminophen-induced liver injury. Biochem Biophys Res Commun 2023; 639:20-28. [PMID: 36463757 DOI: 10.1016/j.bbrc.2022.11.079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 11/08/2022] [Accepted: 11/25/2022] [Indexed: 11/29/2022]
Abstract
Serum amyloid A (SAA) is an acute response protein that mainly produced by hepatocytes, and it can promote endothelial dysfunction via a pro-inflammatory and pro-thrombotic effect in atherosclerosis and renal disease. Overdose of Acetaminophen (APAP) will cause hepatotoxicity accompany with hepatocyte necrosis, liver sinusoidal endothelial cells (LSECs) damage and thrombosis in liver. However, whether SAA plays a role in APAP-induced liver toxicity remains unclear. Here, we evaluated the Saa1/2 expression in APAP-induced liver injury, and found that Saa1/2 production was significantly increased in an autocrine manner in APAP injury model. Moreover, we used neutralizing antibody (anti-SAA) to block the function of serum Saa1/2. We found that neutralizing serum Saa1/2 protected against APAP-induced liver injuries and increased the survival rate of mice that were treated with lethal dose APAP. Further investigations showed that blocking Saa1/2 reduced APAP-induced sinusoidal endothelium damage, hemorrhage and thrombosis. In addition, in vitro experiments showed that Saa1/2 augmented the toxic effect of APAP on LSECs, and Saa1/2 promoted platelets aggregation on LSECs cell membrane. Taken together, this study suggests that Saa1/2 may play a critical role in APAP-induced liver damages through platelets aggregation and sinusoidal damage. Therefore, we conceptually demonstrate that inhibition of SAA may be a potential intervention for APAP-directed acute liver injuries.
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Affiliation(s)
- Kai You
- Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China.
| | - Yan Wang
- Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
| | - Xiaoxia Chen
- Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
| | - Zhen Yang
- Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China; University of Chinese Academy of Sciences, Beijing, China
| | - Yan Chen
- Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
| | - Shenglin Tan
- Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China; University of Chinese Academy of Sciences, Beijing, China
| | - Jiawang Tao
- Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
| | - Anteneh Getachew
- Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
| | - Tingcai Pan
- Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
| | - Yingying Xu
- Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
| | - Yuanqi Zhuang
- Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
| | - Fan Yang
- Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
| | - Xianhua Lin
- Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China
| | - Yinxiong Li
- Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, China; University of Chinese Academy of Sciences, Beijing, China; Guangdong Provincial Key Laboratory of Stem Cell and Regenerative Medicine, Guangzhou, China; Bioland Laboratory (Guangzhou Regenerative Medicine and Health Guangdong Laboratory), Guangzhou, China.
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4
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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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Liu M, Zhang G, Song M, Wang J, Shen C, Chen Z, Huang X, Gao Y, Zhu C, Lin C, Mi S, Liu C. Activation of Farnesoid X Receptor by Schaftoside Ameliorates Acetaminophen-Induced Hepatotoxicity by Modulating Oxidative Stress and Inflammation. Antioxid Redox Signal 2020; 33:87-116. [PMID: 32037847 DOI: 10.1089/ars.2019.7791] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Aims: Acetaminophen (APAP) overdose leads to acute liver injury by inducing hepatic mitochondrial oxidative stress and inflammation. However, the molecular mechanisms involved are still unclear. Farnesoid X receptor (FXR) serves as a therapeutic target for the treatment of liver disorders, whose activation has been proved to protect APAP-induced hepatotoxicity. In this study, we examined whether FXR activation by schaftoside (SS), a naturally occurring flavonoid from Desmodium styracifolium, could protect mice against APAP-induced hepatotoxicity via regulation of oxidative stress and inflammation. Results: We first found that SS exhibited potent protective effects against APAP-induced hepatotoxicity in mice. The study reveals that SS is a potential agonist of FXR, which protects mice from hepatotoxicity mostly via regulation of oxidative stress and inflammation. Mechanistically, the hepatoprotective SS is associated with the induction of the genes of phase II detoxifying enzymes (e.g., UGT1A1, GSTα1), phase III drug efflux transporters (e.g., bile salt export pump, organic solvent transporter protein β), and glutathione metabolism-related enzymes (e.g., glutamate-cysteine ligase modifier subunit [Gclm], glutamate-cysteine ligase catalytic subunit [Gclc]). More importantly, SS-mediated FXR activation could fine-tune the pro- and anti-inflammatory eicosanoids generation via altering eicosanoids metabolic pathway, thereby resulting in decrease of hepatic inflammation. In contrast, FXR deficiency can abrogate the above effects. Innovation and Conclusion: Our results provided the direct evidence that FXR activation by SS could attenuate APAP-induced hepatotoxicity via inhibition of nuclear factor kappa-B signaling and fine-tuning the generation of proinflammatory mediators' eicosanoids. Our findings indicate that strategies to activate FXR signaling in hepatocytes may provide a promising therapeutic approach to alleviate liver injury induced by APAP overdose.
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Affiliation(s)
- Meijing Liu
- School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou, China.,Beijing Advanced Innovation Center for Big Data-based Precision Medicine, School of Biological Science and Medical Engineering, Beihang University, Beijing, China
| | - Guohui Zhang
- School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou, China.,Zhuhai Precision Medicine Center, Zhuhai People's Hospital, Zhuhai, China
| | - Meng Song
- School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Jueyu Wang
- School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Chuangpeng Shen
- The First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Zhao Chen
- The Fifth Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Xingan Huang
- Institute of Tropical Medicine, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Yong Gao
- Pi-Wei Institute, Guangzhou University of Chinese Medicine, Guangzhou, China.,Division of Hypothalamic Research, Department of Internal Medicine, The University of Texas Southwestern Medical Center at Dallas, Dallas, Texas, USA
| | - Chenchen Zhu
- School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Chaozhan Lin
- School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Suiqing Mi
- School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Changhui Liu
- School of Pharmaceutical Sciences, Guangzhou University of Chinese Medicine, Guangzhou, China
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Jiang J, Messner S, Kelm J, van Herwijnen M, Jennen D, Kleinjans J, de Kok T. Human 3D multicellular microtissues: An upgraded model for the in vitro mechanistic investigation of inflammation-associated drug toxicity. Toxicol Lett 2019; 312:34-44. [DOI: 10.1016/j.toxlet.2019.05.004] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2019] [Revised: 04/26/2019] [Accepted: 05/02/2019] [Indexed: 12/16/2022]
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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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9
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Borlak J, van Bömmel F, Berg T. N-acetylcysteine and prednisolone treatment improved serum biochemistries in suspected flupirtine cases of severe idiosyncratic liver injury. Liver Int 2018; 38:365-376. [PMID: 28782153 DOI: 10.1111/liv.13538] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2017] [Accepted: 07/29/2017] [Indexed: 12/12/2022]
Abstract
BACKGROUND & AIMS The analgesic flupirtine has been linked to cases of severe idiosyncratic drug-induced liver injury (sFILI). We therefore examined whether N-acetylcysteine (NAC) and glucocorticoid therapy is effective in the management of sFILI. METHODS In a retrospective cohort study efficacy of NAC-infusion and oral prednisolone treatments on liver-function-tests (LFTs) and clinical outcome of 21 sFILI cases was evaluated by comparing it to an external cohort of 30 sFILI cases not receiving the antidote. LFTs were also assayed in human hepatocyte cultures treated with flupirtine for 96 hours. Additionally, modulation of glutathione stores in cultures of human hepatocytes treated with 80 drugs was investigated. RESULTS Upon admission, patients presented Alanine aminotransferase (ALT), aspartate aminotransferase (AST) and bilirubin elevations of up to 90-, 35- and 30-fold of upper limits of normal (ULN) respectively. The average INR was 2.2, and 50% of patients had a high Model for end-stage liver disease (MELD) score of ≥25 and included 5 cases of 28-32. The combined NAC/prednisolone treatment was well tolerated and led to significant ALT, AST and INR improvements within 2 weeks. However, the hyperbilirubinaemia resolved slowly. Two patients with late start of NAC/prednisolone treatment developed hepatic encephalopathy and required liver transplantation; the remaining patients recovered without long-term sequela. Based on serum biochemistries sFILI cases resolved more rapidly (P < .01) when compared to untreated sFILI patients and included a case with fatal outcome. Additionally, in vitro studies revealed glutathione depletion as a common culprit for drugs with liver liabilities. CONCLUSIONS Based on these initial findings a prospective randomized clinical trial (RCT) is needed to confirm safety and efficacy of NAC/prednisolone treatment in sFILI.
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Affiliation(s)
- Jürgen Borlak
- Centre for Pharmacology and Toxicology, Hannover Medical School, Hannover, Germany
| | - Florian van Bömmel
- Section of Hepatology, Clinic for Gastroenterology and Rheumatology, University Hospital Leipzig, Leipzig, Germany
| | - Thomas Berg
- Section of Hepatology, Clinic for Gastroenterology and Rheumatology, University Hospital Leipzig, Leipzig, Germany
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10
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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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11
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McEuen K, Borlak J, Tong W, Chen M. Associations of Drug Lipophilicity and Extent of Metabolism with Drug-Induced Liver Injury. Int J Mol Sci 2017; 18:E1335. [PMID: 28640208 PMCID: PMC5535828 DOI: 10.3390/ijms18071335] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2017] [Revised: 06/13/2017] [Accepted: 06/15/2017] [Indexed: 12/11/2022] Open
Abstract
Drug-induced liver injury (DILI), although rare, is a frequent cause of adverse drug reactions resulting in warnings and withdrawals of numerous medications. Despite the research community's best efforts, current testing strategies aimed at identifying hepatotoxic drugs prior to human trials are not sufficiently powered to predict the complex mechanisms leading to DILI. In our previous studies, we demonstrated lipophilicity and dose to be associated with increased DILI risk and, and in our latest work, we factored reactive metabolites into the algorithm to predict DILI. Given the inconsistency in determining the potential for drugs to cause DILI, the present study comprehensively assesses the relationship between DILI risk and lipophilicity and the extent of metabolism using a large published dataset of 1036 Food and Drug Administration (FDA)-approved drugs by considering five independent DILI annotations. We found that lipophilicity and the extent of metabolism alone were associated with increased risk for DILI. Moreover, when analyzed in combination with high daily dose (≥100 mg), lipophilicity was statistically significantly associated with the risk of DILI across all datasets (p < 0.05). Similarly, the combination of extensive hepatic metabolism (≥50%) and high daily dose (≥100 mg) was also strongly associated with an increased risk of DILI among all datasets analyzed (p < 0.05). Our results suggest that both lipophilicity and the extent of hepatic metabolism can be considered important risk factors for DILI in humans, and that this relationship to DILI risk is much stronger when considered in combination with dose. The proposed paradigm allows the convergence of different published annotations to a more uniform assessment.
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Affiliation(s)
- Kristin McEuen
- Division of Bioinformatics and Biostatistics, National Center for Toxicological Research, US Food and Drug Administration, Jefferson, AR 72079, USA.
- Department of Information Science, University of Arkansas at Little Rock, Little Rock, AR 72204, USA.
| | - Jürgen Borlak
- Center of Pharmacology and Toxicology, Hannover Medical School, Hannover 30625, Germany.
| | - Weida Tong
- Division of Bioinformatics and Biostatistics, National Center for Toxicological Research, US Food and Drug Administration, Jefferson, AR 72079, USA.
| | - Minjun Chen
- Division of Bioinformatics and Biostatistics, National Center for Toxicological Research, US Food and Drug Administration, Jefferson, AR 72079, USA.
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12
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Kopec AK, Joshi N, Cline-Fedewa H, Wojcicki AV, Ray JL, Sullivan BP, Froehlich JE, Johnson BF, Flick MJ, Luyendyk JP. Fibrin(ogen) drives repair after acetaminophen-induced liver injury via leukocyte α Mβ 2 integrin-dependent upregulation of Mmp12. J Hepatol 2017; 66:787-797. [PMID: 27965156 PMCID: PMC5362307 DOI: 10.1016/j.jhep.2016.12.004] [Citation(s) in RCA: 50] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2016] [Revised: 10/31/2016] [Accepted: 12/02/2016] [Indexed: 01/28/2023]
Abstract
BACKGROUND & AIMS Acetaminophen (APAP)-induced liver injury is coupled with activation of the blood coagulation cascade and fibrin(ogen) accumulation within APAP-injured livers of experimental mice. We sought to define the role of fibrin(ogen) deposition in APAP-induced liver injury and repair. METHODS Wild-type, fibrinogen-deficient mice, mutant mice with fibrin(ogen) incapable of binding leukocyte αMβ2 integrin (Fibγ390-396A mice) and matrix metalloproteinase 12 (Mmp12)-deficient mice were fasted, injected with 300mg/kg APAP i.p. and evaluated at a range of time-points. Plasma and liver tissue were analyzed. Rescue of Fibγ390-396A mice was carried out with exogenous Mmp12. To examine the effect of the allosteric leukocyte integrin αMβ2 activator leukadherin-1 (LA-1), APAP-treated mice were injected with LA-1. RESULTS In wild-type mice, APAP overdose increased intrahepatic levels of high molecular weight cross-linked fibrin(ogen). Anticoagulation reduced early APAP hepatotoxicity (6h), but increased hepatic injury at 24h, implying a protective role for coagulation at the onset of repair. Complete fibrin(ogen) deficiency delayed liver repair after APAP overdose, evidenced by a reduction of proliferating hepatocytes (24h) and unresolved hepatocellular necrosis (48 and 72h). Fibγ390-396A mice had decreased hepatocyte proliferation and increased multiple indices of liver injury, suggesting a mechanism related to fibrin(ogen)-leukocyte interaction. Induction of Mmp12, was dramatically reduced in APAP-treated Fibγ390-396A mice. Mice lacking Mmp12 displayed exacerbated APAP-induced liver injury, resembling Fibγ390-396A mice. In contrast, administration of LA-1 enhanced hepatic Mmp12 mRNA and reduced necrosis in APAP-treated mice. Further, administration of recombinant Mmp12 protein to APAP-treated Fibγ390-396A mice restored hepatocyte proliferation. CONCLUSIONS These studies highlight a novel pathway of liver repair after APAP overdose, mediated by fibrin(ogen)-αMβ2 integrin engagement, and demonstrate a protective role of Mmp12 expression after APAP overdose. LAY SUMMARY Acetaminophen overdose leads to activation of coagulation cascade and deposition of high molecular weight cross-linked fibrin(ogen) species in the liver. Fibrin(ogen) is required for stimulating liver repair after acetaminophen overdose. The mechanism whereby fibrin(ogen) drives liver repair after acetaminophen overdose requires engagement of leukocyte αMβ2 integrin and subsequent induction of matrix metalloproteinase 12.
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Affiliation(s)
- Anna K Kopec
- Department of Pathobiology and Diagnostic Investigation, Michigan State University, East Lansing, MI, USA; Institute for Integrative Toxicology, Michigan State University, East Lansing, MI, USA
| | - Nikita Joshi
- Department of Pharmacology and Toxicology, Michigan State University, East Lansing, MI, USA; Institute for Integrative Toxicology, Michigan State University, East Lansing, MI, USA
| | - Holly Cline-Fedewa
- Department of Pathobiology and Diagnostic Investigation, Michigan State University, East Lansing, MI, USA
| | - Anna V Wojcicki
- Department of Pathobiology and Diagnostic Investigation, Michigan State University, East Lansing, MI, USA
| | - Jessica L Ray
- Department of Pathobiology and Diagnostic Investigation, Michigan State University, East Lansing, MI, USA
| | - Bradley P Sullivan
- Department of Pathobiology and Diagnostic Investigation, Michigan State University, East Lansing, MI, USA; Current affiliation: Pfizer Inc., Lake Forest, IL, USA
| | - John E Froehlich
- Michigan State University-Department of Energy Plant Research Laboratory, USA; Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI, USA
| | - Brendan F Johnson
- Michigan State University-Department of Energy Plant Research Laboratory, USA
| | - Matthew J Flick
- Cancer and Blood Diseases Institute, Division of Experimental Hematology and Cancer Biology, Cincinnati Children's Hospital, Cincinnati, OH, USA
| | - James P Luyendyk
- Department of Pathobiology and Diagnostic Investigation, Michigan State University, East Lansing, MI, USA; Department of Pharmacology and Toxicology, Michigan State University, East Lansing, MI, USA; Institute for Integrative Toxicology, Michigan State University, East Lansing, MI, USA.
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13
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Chupani L, Zusková E, Niksirat H, Panáček A, Lünsmann V, Haange SB, von Bergen M, Jehmlich N. Effects of chronic dietary exposure of zinc oxide nanoparticles on the serum protein profile of juvenile common carp (Cyprinus carpio L.). THE SCIENCE OF THE TOTAL ENVIRONMENT 2017; 579:1504-1511. [PMID: 27916310 DOI: 10.1016/j.scitotenv.2016.11.154] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/03/2016] [Revised: 11/21/2016] [Accepted: 11/21/2016] [Indexed: 05/20/2023]
Abstract
Zinc oxide (ZnO) nanoparticles (NPs) have been dramatically used in industry, biology, and medicine. Despite their interesting physico-chemical properties for application in various industrial, medical, and consumer products, safe use of ZnO NPs are under challenges due to the inadequate information related to their toxicological endpoints. Proteomics was applied to evaluate the sub-lethal effects of dietary exposure to ZnO NPs on serum proteome profile of juvenile common carp, (Cyprinus carpio). Therefore, ZnO NPs solution (500mgkg-1 of feed) was added to a commercial carp feed for six weeks. We compared the serum proteome profile from 7 controls and 7 treated fish. In addition, zinc accumulation were measured in intestine, liver, gill and brain. In total, we were able to identify 326 proteins from 6845 distinct peptides. As a result of the data analysis, the abundance levels of four proteins were significantly altered (fold change (fc) ≥2 and p<0.05) after dietary exposure to ZnO NPs. The protein levels of the complement component C4-2 (fc 2.5) and the uncharacterised protein encoded by kng1 (fc 5.8) were increased and major histocompatibility class I (fc 4.9) and the uncharacterised protein encoded by lum (fc 3.5) were decreased (fc 2.5). Molecular pathway analysis revealed four canonical pathways including acute-phase response signalling, liver and retinoid X receptors activation, and intrinsic and extrinsic prothrombin activation pathways as significantly regulated in the treated fish. No significant difference was observed for zinc accumulation in exposed fish compared to controls. In summary, despite no apparent accumulation, ZnO NPs exposure to common carp probably disturbs the fish homeostasis by affecting proteins of the haematological and the immune systems.
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Affiliation(s)
- Latifeh Chupani
- University of South Bohemia in České Budějovice, Faculty of Fisheries and Protection of Waters, South Bohemian Research Centre of Aquaculture and Biodiversity of Hydrocenoses, Research Institute of Fish Culture and Hydrobiology, Vodňany, Czech Republic.
| | - Eliška Zusková
- University of South Bohemia in České Budějovice, Faculty of Fisheries and Protection of Waters, South Bohemian Research Centre of Aquaculture and Biodiversity of Hydrocenoses, Research Institute of Fish Culture and Hydrobiology, Vodňany, Czech Republic
| | - Hamid Niksirat
- University of South Bohemia in České Budějovice, Faculty of Fisheries and Protection of Waters, South Bohemian Research Centre of Aquaculture and Biodiversity of Hydrocenoses, Research Institute of Fish Culture and Hydrobiology, Vodňany, Czech Republic
| | - Aleš Panáček
- Regional Centre of Advanced Technologies and Materials, Department of Physical Chemistry, Faculty of Science, Palacký University in Olomouc, 17. listopadu 12, 771 46 Olomouc, Czech Republic
| | - Vanessa Lünsmann
- Helmholtz-Centre for Environmental Research-UFZ, Department of Molecular Systems Biology, Leipzig, Germany
| | - Sven-Bastiaan Haange
- Helmholtz-Centre for Environmental Research-UFZ, Department of Molecular Systems Biology, Leipzig, Germany
| | - Martin von Bergen
- Helmholtz-Centre for Environmental Research-UFZ, Department of Molecular Systems Biology, Leipzig, Germany; University of Leipzig, Faculty of Biosciences, Pharmacy and Psychology, Institute of Biochemistry, Leipzig, Germany; Aalborg University, Department of Chemistry and Bioscience, 9220 Aalborg, Denmark
| | - Nico Jehmlich
- Helmholtz-Centre for Environmental Research-UFZ, Department of Molecular Systems Biology, Leipzig, Germany
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14
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Rose KA, Holman NS, Green AM, Andersen ME, LeCluyse EL. Co-culture of Hepatocytes and Kupffer Cells as an In Vitro Model of Inflammation and Drug-Induced Hepatotoxicity. J Pharm Sci 2016; 105:950-964. [PMID: 26869439 DOI: 10.1016/s0022-3549(15)00192-6] [Citation(s) in RCA: 58] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2015] [Revised: 11/10/2015] [Accepted: 11/17/2015] [Indexed: 12/17/2022]
Abstract
Immune-mediated drug-induced hepatotoxicity is often unrecognized as a potential mode of action due to the lack of appropriate in vitro models. We have established an in vitro rat donor-matched hepatocyte and Kupffer cell co-culture (HKCC) model to study immune-related responses to drug exposure. Optimal cell culture conditions were identified for the maintenance of co-cultures based on cell longevity, monolayer integrity, and cytokine response after lipopolysaccharide (LPS) exposure. Hepatocyte monocultures and HKCCs were then used to test a subset of compounds associated with hepatotoxic effects with or without LPS. Cytokine levels and metabolic activity (cytochrome P450 3A [Cyp3A]) were measured after a 48-h exposure to monitor endotoxin-induced changes in acute phase and functional end points. LPS-activated HKCCs, but not hepatocyte monocultures, treated with trovafloxacin or acetaminophen, compounds associated with immune-mediated hepatotoxicity, showed LPS-dependent decreases in interleukin-6 production with concomitant increases in Cyp3A activity. Differential endotoxin- and model-dependent alterations were observed in cytokine profiles and Cyp3A activity levels that corresponded to specific compounds. These results indicate the utility of the HKCC model system to discern compound-specific effects that may lead to enhanced or mitigate hepatocellular injury due to innate or adaptive immune responses.
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Affiliation(s)
- Kelly A Rose
- The Institute for Chemical Safety Sciences, The Hamner Institutes for Health Sciences, Research Triangle Park, North Carolina 27709
| | - Natalie S Holman
- The Institute for Chemical Safety Sciences, The Hamner Institutes for Health Sciences, Research Triangle Park, North Carolina 27709; The Curriculum in Toxicology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27514
| | - Angela M Green
- The Institute for Chemical Safety Sciences, The Hamner Institutes for Health Sciences, Research Triangle Park, North Carolina 27709
| | - Melvin E Andersen
- The Institute for Chemical Safety Sciences, The Hamner Institutes for Health Sciences, Research Triangle Park, North Carolina 27709
| | - Edward L LeCluyse
- The Institute for Chemical Safety Sciences, The Hamner Institutes for Health Sciences, Research Triangle Park, North Carolina 27709; The Curriculum in Toxicology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27514.
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15
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Voloshchuk ON, Kopylchuk GP. [Activity of liver mitochondrial NAD+-dependent dehydrogenases of the krebs cycle in rats with acetaminophen-induced hepatitis developed under conditions of alimentary protein deficiency]. BIOMEDIT︠S︡INSKAI︠A︡ KHIMII︠A︡ 2016; 62:169-72. [PMID: 27143375 DOI: 10.18097/pbmc20166202169] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Activity of isocitrate dehydrogenase, α-ketoglutarate dehydrogenase, malate dehydrogenase, and the NAD(+)/NADН ratio were studied in the liver mitochondrial fraction of rats with toxic hepatitis induced by acetaminophen under conditions of alimentary protein deprivation. Acetaminophen-induced hepatitis was characterized by a decrease of isocitrate dehydrogenase, α-ketoglutarate dehydrogenase and malate dehydrogenase activities, while the mitochondrial NAD(+)/NADН ratio remained at the control level. Modeling of acetaminophen-induced hepatitis in rats with alimentary protein caused a more pronounced decrease in the activity of NAD(+)-dependent dehydrogenases studied and a 2.2-fold increase of the mitochondrial NAD(+)/NADН ratio. This suggests that alimentary protein deprivation potentiated drug-induced liver damage.
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Affiliation(s)
- O N Voloshchuk
- Fedkovych Chernovtsi National University, Chernovtsi, Ukraine
| | - G P Kopylchuk
- Fedkovych Chernovtsi National University, Chernovtsi, Ukraine
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16
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Mechanistically linked serum miRNAs distinguish between drug induced and fatty liver disease of different grades. Sci Rep 2016; 6:23709. [PMID: 27045805 PMCID: PMC4820692 DOI: 10.1038/srep23709] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2015] [Accepted: 03/10/2016] [Indexed: 02/08/2023] Open
Abstract
Hepatic steatosis is characterised by excessive triglyceride accumulation in the form of lipid droplets (LD); however, mechanisms differ in drug induced (DIS) and/or non-alcoholic fatty liver disease (NAFLD). Here we hypothesized distinct molecular circuits of microRNA/LD-associated target genes and searched for mechanistically linked serum and tissue biomarkers that would distinguish between DIS and human NAFLD of different grades. We analysed >800 rat hepatic whole genome data for 17 steatotic drugs and identified 157 distinct miRNAs targeting 77 DIS regulated genes. Subsequently, genomic data of N = 105 cases of human NAFLD and N = 32 healthy controls were compared to serum miRNA profiles of N = 167 NAFLD patients. This revealed N = 195 tissue-specific miRNAs being mechanistically linked to LD-coding genes and 24 and 9 miRNAs were commonly regulated in serum and tissue of advanced and mild NAFLD, respectively. The NASH serum regulated miRNAs informed on hepatic inflammation, adipocytokine and insulin signalling, ER-and caveolae associated activities and altered glycerolipid metabolism. Conversely, serum miRNAs associated with blunt steatosis specifically highlighted activity of FOXO1&HNF4α on CPT2, the lipid droplet and ER-lipid-raft associated PLIN3 and Erlin1. Altogether, serum miRNAs informed on the molecular pathophysiology of NAFLD and permitted differentiation between DIS and NAFLD of different grades.
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17
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Adaptation to acetaminophen exposure elicits major changes in expression and distribution of the hepatic proteome. Sci Rep 2015; 5:16423. [PMID: 26607827 PMCID: PMC4660393 DOI: 10.1038/srep16423] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2015] [Accepted: 10/12/2015] [Indexed: 12/11/2022] Open
Abstract
Acetaminophen overdose is the leading cause of acute liver failure. One dose of 10–15 g causes severe liver damage in humans, whereas repeated exposure to acetaminophen in humans and animal models results in autoprotection. Insight of this process is limited to select proteins implicated in acetaminophen toxicity and cellular defence. Here we investigate hepatic adaptation to acetaminophen toxicity from a whole proteome perspective, using quantitative mass spectrometry. In a rat model, we show the response to acetaminophen involves the expression of 30% of all proteins detected in the liver. Genetic ablation of a master regulator of cellular defence, NFE2L2, has little effect, suggesting redundancy in the regulation of adaptation. We show that adaptation to acetaminophen has a spatial component, involving a shift in regionalisation of CYP2E1, which may prevent toxicity thresholds being reached. These data reveal unexpected complexity and dynamic behaviour in the biological response to drug-induced liver injury.
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18
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Wulaningsih W, Holmberg L, Garmo H, Malmstrom H, Lambe M, Hammar N, Walldius G, Jungner I, Van Hemelrijck M. Prediagnostic serum inflammatory markers in relation to breast cancer risk, severity at diagnosis and survival in breast cancer patients. Carcinogenesis 2015; 36:1121-8. [PMID: 26130675 DOI: 10.1093/carcin/bgv096] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2015] [Accepted: 06/25/2015] [Indexed: 12/17/2022] Open
Abstract
Inflammation has been linked to cancer but its role in breast cancer is unclear. We investigated common serum markers of inflammation: C-reactive protein (CRP), albumin, haptoglobin and white blood cells (WBC) in relation to breast cancer incidence, severity and survival. A total of 155179 women aged 20 and older without any history of cancer were selected from a large Swedish cohort. Hazard ratios (HRs) for breast cancer were estimated with Cox regression, adjusting for potential confounders. Ordered and binomial logistic regression models were used to assess the associations of serum inflammatory markers with breast cancer severity and oestrogen receptor (ER) positivity at diagnosis, on the other. Cumulative incidence functions by levels of inflammatory markers were assessed for early death from breast cancer and all causes. During a mean follow-up of 18.3 years, 6606 women were diagnosed with breast cancer, of whom 1474 died. A positive association with incident breast cancer was seen for haptoglobin ≥ 1.4g/l [HR 1.09; 95% confidence interval (CI): 1.00-1.18] compared to lower levels. No association was observed between inflammatory markers and breast cancer severity or ER positivity. Higher haptoglobin was linked to risk of early death from breast cancer (HR: 1.27, 95% CI: 1.02-1.59), whereas higher risk of early death from all causes was additionally found with CRP ≥ 10mg/l (HR: 1.19, 95% CI: 1.04-1.36) and WBC ≥ 10×10(9)/l (HR: 1.57, 1.14-2.16). Our findings indicate that prediagnostic serum inflammatory markers were weakly linked to incident breast cancer but corresponded to worse survival after diagnosis.
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Affiliation(s)
- Wahyu Wulaningsih
- Division of Cancer Studies, King's College London, Cancer Epidemiology Group, 3rd Floor, Bermondsey Wing, Guy's Hospital, London SE1 9RT, UK,
| | - Lars Holmberg
- Division of Cancer Studies, King's College London, Cancer Epidemiology Group, 3rd Floor, Bermondsey Wing, Guy's Hospital, London SE1 9RT, UK, Department of Surgical Sciences, Uppsala University Hospital, Uppsala, Sweden, Regional Cancer Centre, Uppsala, Sweden
| | - Hans Garmo
- Division of Cancer Studies, King's College London, Cancer Epidemiology Group, 3rd Floor, Bermondsey Wing, Guy's Hospital, London SE1 9RT, UK, Regional Cancer Centre, Uppsala, Sweden
| | - Håkan Malmstrom
- Department of Epidemiology, Institute of Environmental Medicine and
| | - Mats Lambe
- Regional Cancer Centre, Uppsala, Sweden, Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Niklas Hammar
- Department of Epidemiology, Institute of Environmental Medicine and AstraZeneca R&D, Mölndal, Sweden
| | - Göran Walldius
- Department of Cardiovascular Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden and
| | - Ingmar Jungner
- Department of Medicine, Clinical Epidemiological Unit, Karolinska Institutet and CALAB Research, Stockholm, Sweden
| | - Mieke Van Hemelrijck
- Division of Cancer Studies, King's College London, Cancer Epidemiology Group, 3rd Floor, Bermondsey Wing, Guy's Hospital, London SE1 9RT, UK
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Shi Q, Yang X, Mattes WB, Mendrick DL, Harrill AH, Beger RD. Circulating mitochondrial biomarkers for drug-induced liver injury. Biomark Med 2015; 9:1215-23. [PMID: 26507261 DOI: 10.2217/bmm.15.59] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Liver mitochondria affected by drugs can be released into circulation and serve as biomarkers for drug-induced liver injury (DILI). The tissue specificity of ALT was improved by differentiating cytosolic ALT1 and mitochondrial ALT2 isoforms released in circulation. Prior to ALT elevation, mitochondrial cytochrome c, OCT, GLDH, CPS1 and DNA were increased in circulation following DILI. The baseline expression of mt-Nd6 was predictive of individual DILI susceptibility in animals. As mitochondrial DILI biomarkers appeared to be drug or species dependent, they might have value in clinical scenarios when culprit drugs are established, but may not be ideal tools to assess DILI potentials of new drugs.
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Affiliation(s)
- Qiang Shi
- Division of Systems Biology, National Center for Toxicological Research, Food & Drug Administration, 3900 NCTR Road, Jefferson, AR 72079, USA
| | - Xi Yang
- Division of Systems Biology, National Center for Toxicological Research, Food & Drug Administration, 3900 NCTR Road, Jefferson, AR 72079, USA
| | - William B Mattes
- Division of Systems Biology, National Center for Toxicological Research, Food & Drug Administration, 3900 NCTR Road, Jefferson, AR 72079, USA
| | - Donna L Mendrick
- Regulatory Activities, National Center for Toxicological Research, Food & Drug Administration, 3900 NCTR Road, Jefferson, AR 72079, USA
| | - Alison H Harrill
- Department of Environmental & Occupational Health, The University of Arkansas for Medical Sciences, 4301 W Markham St, Little Rock, AR 72205, USA
| | - Richard D Beger
- Division of Systems Biology, National Center for Toxicological Research, Food & Drug Administration, 3900 NCTR Road, Jefferson, AR 72079, USA
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20
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van Swelm RPL, Kramers C, Masereeuw R, Russel FGM. Application of urine proteomics for biomarker discovery in drug-induced liver injury. Crit Rev Toxicol 2014; 44:823-41. [DOI: 10.3109/10408444.2014.931341] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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21
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Borlak J, Chougule A, Singh PK. How useful are clinical liver function tests in in vitro human hepatotoxicity assays? Toxicol In Vitro 2014; 28:784-95. [DOI: 10.1016/j.tiv.2014.03.006] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2013] [Revised: 03/07/2014] [Accepted: 03/19/2014] [Indexed: 12/11/2022]
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22
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Yang X, Weng Z, Mendrick DL, Shi Q. Circulating extracellular vesicles as a potential source of new biomarkers of drug-induced liver injury. Toxicol Lett 2014; 225:401-6. [PMID: 24462978 DOI: 10.1016/j.toxlet.2014.01.013] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2013] [Revised: 01/07/2014] [Accepted: 01/08/2014] [Indexed: 12/11/2022]
Abstract
Like most cell types, hepatocytes constantly produce extracellular vesicles (EVs) such as exosomes and microvesicles that are released into the circulation to transport signaling molecules and cellular waste. Circulating EVs are being vigorously explored as biomarkers of diseases and toxicities, including drug-induced liver injury (DILI). Emerging data suggest that (a) blood-borne EVs contain liver-specific mRNAs and microRNAs (miRNAs), (b) the levels can be remarkably elevated in response to DILI, and (c) the increases correlate well with classical measures of liver damage. The expression profile of mRNAs in EVs and the compartmentalization of miRNAs within EVs or other blood fractions were found to be indicative of the offending drug involved in DILI, thus providing more informative assessment of liver injury than using alanine aminotransferase alone. EVs in the urine and cell culture medium were also found to contain proteins or mRNAs that were indicative of DILI. However, major improvements in EV isolation methods are needed for the discovery, evaluation, and quantification of possible DILI biomarkers in circulating EVs.
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Affiliation(s)
- Xi Yang
- Division of Systems Biology, National Center for Toxicological Research, Food and Drug Administration, 3900 NCTR Road, Jefferson, AR 72079, USA
| | - Zuquan Weng
- Division of Systems Biology, National Center for Toxicological Research, Food and Drug Administration, 3900 NCTR Road, Jefferson, AR 72079, USA
| | - Donna L Mendrick
- Division of Systems Biology, National Center for Toxicological Research, Food and Drug Administration, 3900 NCTR Road, Jefferson, AR 72079, USA
| | - Qiang Shi
- Division of Systems Biology, National Center for Toxicological Research, Food and Drug Administration, 3900 NCTR Road, Jefferson, AR 72079, USA.
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23
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Aubrecht J, Schomaker SJ, Amacher DE. Emerging hepatotoxicity biomarkers and their potential to improve understanding and management of drug-induced liver injury. Genome Med 2013; 5:85. [PMID: 24073687 PMCID: PMC3979132 DOI: 10.1186/gm489] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Biomarkers of drug-induced liver injury (DILI) are essential for the diagnosis of severe cases of DILI in clinical trials and clinical practice, but the currently used biomarker paradigm detects damage after it has occurred and has limited prognostic value. The development of new biomarker strategies that improve the diagnosis of DILI by providing increased specificity and/or by identifying individual patients who are at risk for DILI is therefore crucial. See related Research, http://genomemedicine.com/content/5/9/86
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Affiliation(s)
- Jiri Aubrecht
- Drug Safety R&D, Pfizer Inc., Eastern Point Rd, Groton, CT, USA
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