Predictivity of dog co-culture model, primary human hepatocytes and HepG2 cells for the detection of hepatotoxic drugs in humans
Drug Induced Liver Injury (DILI) is a major cause of attrition during early and late stage drug development. Consequently, there is a need to develop better in vitro primary hepatocyte models from different species for predicting hepatotoxicity in both animals and humans early in drug development. D...
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creator | Atienzar, Franck A. Novik, Eric I. Gerets, Helga H. Parekh, Amit Delatour, Claude Cardenas, Alvaro MacDonald, James Yarmush, Martin L. Dhalluin, Stéphane |
description | Drug Induced Liver Injury (DILI) is a major cause of attrition during early and late stage drug development. Consequently, there is a need to develop better in vitro primary hepatocyte models from different species for predicting hepatotoxicity in both animals and humans early in drug development. Dog is often chosen as the non-rodent species for toxicology studies. Unfortunately, dog in vitro models allowing long term cultures are not available. The objective of the present manuscript is to describe the development of a co-culture dog model for predicting hepatotoxic drugs in humans and to compare the predictivity of the canine model along with primary human hepatocytes and HepG2 cells. After rigorous optimization, the dog co-culture model displayed metabolic capacities that were maintained up to 2weeks which indicates that such model could be also used for long term metabolism studies. Most of the human hepatotoxic drugs were detected with a sensitivity of approximately 80% (n=40) for the three cellular models. Nevertheless, the specificity was low approximately 40% for the HepG2 cells and hepatocytes compared to 72.7% for the canine model (n=11). Furthermore, the dog co-culture model showed a higher superiority for the classification of 5 pairs of close structural analogs with different DILI concerns in comparison to both human cellular models. Finally, the reproducibility of the canine system was also satisfactory with a coefficient of correlation of 75.2% (n=14). Overall, the present manuscript indicates that the dog co-culture model may represent a relevant tool to perform chronic hepatotoxicity and metabolism studies.
•Importance of species differences in drug development.•Relevance of dog co-culture model for metabolism and toxicology studies.•Hepatotoxicity: higher predictivity of dog co-culture vs HepG2 & human hepatocytes. |
doi_str_mv | 10.1016/j.taap.2013.11.022 |
format | Article |
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•Importance of species differences in drug development.•Relevance of dog co-culture model for metabolism and toxicology studies.•Hepatotoxicity: higher predictivity of dog co-culture vs HepG2 & human hepatocytes.</description><identifier>ISSN: 0041-008X</identifier><identifier>EISSN: 1096-0333</identifier><identifier>DOI: 10.1016/j.taap.2013.11.022</identifier><identifier>PMID: 24333257</identifier><identifier>CODEN: TXAPA9</identifier><language>eng</language><publisher>Amsterdam: Elsevier Inc</publisher><subject>60 APPLIED LIFE SCIENCES ; Adenosine Triphosphate - metabolism ; Animals ; Biological and medical sciences ; Biomarkers - metabolism ; Cell Movement - drug effects ; Cell Proliferation - drug effects ; Cell Survival - drug effects ; Cells, Cultured ; Chemical and Drug Induced Liver Injury - prevention & control ; Chronic studies ; Coculture Techniques ; COMPARATIVE EVALUATIONS ; Dog co-culture model ; DOGS ; Drug Evaluation, Preclinical - methods ; DRUGS ; Drugs, Investigational - adverse effects ; Electric Impedance ; Glutathione - metabolism ; Hep G2 Cells ; Hepatocytes - cytology ; Hepatocytes - drug effects ; Hepatocytes - metabolism ; Hepatotoxicity ; HepG2 cells ; HUMAN POPULATIONS ; Humans ; IN VITRO ; INJURIES ; LIVER ; LIVER CELLS ; Medical sciences ; METABOLISM ; OPTIMIZATION ; Primary human hepatocytes ; Reproducibility of Results ; SENSITIVITY ; Signal Transduction - drug effects ; SPECIFICITY ; Stromal Cells - cytology ; Stromal Cells - drug effects ; Stromal Cells - metabolism ; Toxicology</subject><ispartof>Toxicology and applied pharmacology, 2014-02, Vol.275 (1), p.44-61</ispartof><rights>2013 Elsevier Inc.</rights><rights>2015 INIST-CNRS</rights><rights>Copyright © 2013 Elsevier Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c513t-5d7d121398baa594461d34ec4b3508884e41305242e54ecabc0d2a8026c93dc83</citedby><cites>FETCH-LOGICAL-c513t-5d7d121398baa594461d34ec4b3508884e41305242e54ecabc0d2a8026c93dc83</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.taap.2013.11.022$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>230,314,777,781,882,3537,27905,27906,45976</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=28296892$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/24333257$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://www.osti.gov/biblio/22423786$$D View this record in Osti.gov$$Hfree_for_read</backlink></links><search><creatorcontrib>Atienzar, Franck A.</creatorcontrib><creatorcontrib>Novik, Eric I.</creatorcontrib><creatorcontrib>Gerets, Helga H.</creatorcontrib><creatorcontrib>Parekh, Amit</creatorcontrib><creatorcontrib>Delatour, Claude</creatorcontrib><creatorcontrib>Cardenas, Alvaro</creatorcontrib><creatorcontrib>MacDonald, James</creatorcontrib><creatorcontrib>Yarmush, Martin L.</creatorcontrib><creatorcontrib>Dhalluin, Stéphane</creatorcontrib><title>Predictivity of dog co-culture model, primary human hepatocytes and HepG2 cells for the detection of hepatotoxic drugs in humans</title><title>Toxicology and applied pharmacology</title><addtitle>Toxicol Appl Pharmacol</addtitle><description>Drug Induced Liver Injury (DILI) is a major cause of attrition during early and late stage drug development. Consequently, there is a need to develop better in vitro primary hepatocyte models from different species for predicting hepatotoxicity in both animals and humans early in drug development. Dog is often chosen as the non-rodent species for toxicology studies. Unfortunately, dog in vitro models allowing long term cultures are not available. The objective of the present manuscript is to describe the development of a co-culture dog model for predicting hepatotoxic drugs in humans and to compare the predictivity of the canine model along with primary human hepatocytes and HepG2 cells. After rigorous optimization, the dog co-culture model displayed metabolic capacities that were maintained up to 2weeks which indicates that such model could be also used for long term metabolism studies. Most of the human hepatotoxic drugs were detected with a sensitivity of approximately 80% (n=40) for the three cellular models. Nevertheless, the specificity was low approximately 40% for the HepG2 cells and hepatocytes compared to 72.7% for the canine model (n=11). Furthermore, the dog co-culture model showed a higher superiority for the classification of 5 pairs of close structural analogs with different DILI concerns in comparison to both human cellular models. Finally, the reproducibility of the canine system was also satisfactory with a coefficient of correlation of 75.2% (n=14). Overall, the present manuscript indicates that the dog co-culture model may represent a relevant tool to perform chronic hepatotoxicity and metabolism studies.
•Importance of species differences in drug development.•Relevance of dog co-culture model for metabolism and toxicology studies.•Hepatotoxicity: higher predictivity of dog co-culture vs HepG2 & human hepatocytes.</description><subject>60 APPLIED LIFE SCIENCES</subject><subject>Adenosine Triphosphate - metabolism</subject><subject>Animals</subject><subject>Biological and medical sciences</subject><subject>Biomarkers - metabolism</subject><subject>Cell Movement - drug effects</subject><subject>Cell Proliferation - drug effects</subject><subject>Cell Survival - drug effects</subject><subject>Cells, Cultured</subject><subject>Chemical and Drug Induced Liver Injury - prevention & control</subject><subject>Chronic studies</subject><subject>Coculture Techniques</subject><subject>COMPARATIVE EVALUATIONS</subject><subject>Dog co-culture model</subject><subject>DOGS</subject><subject>Drug Evaluation, Preclinical - methods</subject><subject>DRUGS</subject><subject>Drugs, Investigational - adverse effects</subject><subject>Electric Impedance</subject><subject>Glutathione - metabolism</subject><subject>Hep G2 Cells</subject><subject>Hepatocytes - cytology</subject><subject>Hepatocytes - drug effects</subject><subject>Hepatocytes - metabolism</subject><subject>Hepatotoxicity</subject><subject>HepG2 cells</subject><subject>HUMAN POPULATIONS</subject><subject>Humans</subject><subject>IN VITRO</subject><subject>INJURIES</subject><subject>LIVER</subject><subject>LIVER CELLS</subject><subject>Medical sciences</subject><subject>METABOLISM</subject><subject>OPTIMIZATION</subject><subject>Primary human hepatocytes</subject><subject>Reproducibility of Results</subject><subject>SENSITIVITY</subject><subject>Signal Transduction - drug effects</subject><subject>SPECIFICITY</subject><subject>Stromal Cells - cytology</subject><subject>Stromal Cells - drug effects</subject><subject>Stromal Cells - metabolism</subject><subject>Toxicology</subject><issn>0041-008X</issn><issn>1096-0333</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkU-LFDEUxIMo7uzqF_AgARH2YLcvSf9Jw15k0V1hQQ8K3kImeb2TobszJunFufnRTdOj3vQUCL8qql4R8oJByYA1b_dl0vpQcmCiZKwEzh-RDYOuKUAI8ZhsACpWAMhvZ-Q8xj0AdFXFnpIzXmWA1-2G_Pwc0DqT3INLR-p7av09Nb4w85DmgHT0Foc39BDcqMOR7uZRT3SHB528OSaMVE-W3uLhhlODwxBp7wNNO6QWE2ZbPy2mqyD5H85QG-b7SN20esVn5Emvh4jPT-8F-frh_Zfr2-Lu083H63d3hamZSEVtW8s4E53cal3nGg2zokJTbUUNUsoKKyag5hXHOn_rrQHLtQTemE5YI8UFebX6-picisbleDvjpymnVDzrRCubTF2u1CH47zPGpEYXl2J6Qj9HxRredk0nmPg_WgOTooW2zShfURN8jAF7dbqnYqCWKdVeLVOqZUrFmMpTZtHLk_-8HdH-kfzeLgOvT4CORg990JNx8S8nedfIbjG6WjnM531wGJb2OJm8e1jKW-_-leMXZuy8BQ</recordid><startdate>20140215</startdate><enddate>20140215</enddate><creator>Atienzar, Franck A.</creator><creator>Novik, Eric I.</creator><creator>Gerets, Helga H.</creator><creator>Parekh, Amit</creator><creator>Delatour, Claude</creator><creator>Cardenas, Alvaro</creator><creator>MacDonald, James</creator><creator>Yarmush, Martin L.</creator><creator>Dhalluin, Stéphane</creator><general>Elsevier Inc</general><general>Elsevier</general><scope>IQODW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>7ST</scope><scope>7U7</scope><scope>C1K</scope><scope>SOI</scope><scope>OTOTI</scope></search><sort><creationdate>20140215</creationdate><title>Predictivity of dog co-culture model, primary human hepatocytes and HepG2 cells for the detection of hepatotoxic drugs in humans</title><author>Atienzar, Franck A. ; Novik, Eric I. ; Gerets, Helga H. ; Parekh, Amit ; Delatour, Claude ; Cardenas, Alvaro ; MacDonald, James ; Yarmush, Martin L. ; Dhalluin, Stéphane</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c513t-5d7d121398baa594461d34ec4b3508884e41305242e54ecabc0d2a8026c93dc83</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>60 APPLIED LIFE SCIENCES</topic><topic>Adenosine Triphosphate - metabolism</topic><topic>Animals</topic><topic>Biological and medical sciences</topic><topic>Biomarkers - metabolism</topic><topic>Cell Movement - drug effects</topic><topic>Cell Proliferation - drug effects</topic><topic>Cell Survival - drug effects</topic><topic>Cells, Cultured</topic><topic>Chemical and Drug Induced Liver Injury - prevention & control</topic><topic>Chronic studies</topic><topic>Coculture Techniques</topic><topic>COMPARATIVE EVALUATIONS</topic><topic>Dog co-culture model</topic><topic>DOGS</topic><topic>Drug Evaluation, Preclinical - methods</topic><topic>DRUGS</topic><topic>Drugs, Investigational - adverse effects</topic><topic>Electric Impedance</topic><topic>Glutathione - metabolism</topic><topic>Hep G2 Cells</topic><topic>Hepatocytes - cytology</topic><topic>Hepatocytes - drug effects</topic><topic>Hepatocytes - metabolism</topic><topic>Hepatotoxicity</topic><topic>HepG2 cells</topic><topic>HUMAN POPULATIONS</topic><topic>Humans</topic><topic>IN VITRO</topic><topic>INJURIES</topic><topic>LIVER</topic><topic>LIVER CELLS</topic><topic>Medical sciences</topic><topic>METABOLISM</topic><topic>OPTIMIZATION</topic><topic>Primary human hepatocytes</topic><topic>Reproducibility of Results</topic><topic>SENSITIVITY</topic><topic>Signal Transduction - drug effects</topic><topic>SPECIFICITY</topic><topic>Stromal Cells - cytology</topic><topic>Stromal Cells - drug effects</topic><topic>Stromal Cells - metabolism</topic><topic>Toxicology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Atienzar, Franck A.</creatorcontrib><creatorcontrib>Novik, Eric I.</creatorcontrib><creatorcontrib>Gerets, Helga H.</creatorcontrib><creatorcontrib>Parekh, Amit</creatorcontrib><creatorcontrib>Delatour, Claude</creatorcontrib><creatorcontrib>Cardenas, Alvaro</creatorcontrib><creatorcontrib>MacDonald, James</creatorcontrib><creatorcontrib>Yarmush, Martin L.</creatorcontrib><creatorcontrib>Dhalluin, Stéphane</creatorcontrib><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>Environment Abstracts</collection><collection>Toxicology Abstracts</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Environment Abstracts</collection><collection>OSTI.GOV</collection><jtitle>Toxicology and applied pharmacology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Atienzar, Franck A.</au><au>Novik, Eric I.</au><au>Gerets, Helga H.</au><au>Parekh, Amit</au><au>Delatour, Claude</au><au>Cardenas, Alvaro</au><au>MacDonald, James</au><au>Yarmush, Martin L.</au><au>Dhalluin, Stéphane</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Predictivity of dog co-culture model, primary human hepatocytes and HepG2 cells for the detection of hepatotoxic drugs in humans</atitle><jtitle>Toxicology and applied pharmacology</jtitle><addtitle>Toxicol Appl Pharmacol</addtitle><date>2014-02-15</date><risdate>2014</risdate><volume>275</volume><issue>1</issue><spage>44</spage><epage>61</epage><pages>44-61</pages><issn>0041-008X</issn><eissn>1096-0333</eissn><coden>TXAPA9</coden><abstract>Drug Induced Liver Injury (DILI) is a major cause of attrition during early and late stage drug development. Consequently, there is a need to develop better in vitro primary hepatocyte models from different species for predicting hepatotoxicity in both animals and humans early in drug development. Dog is often chosen as the non-rodent species for toxicology studies. Unfortunately, dog in vitro models allowing long term cultures are not available. The objective of the present manuscript is to describe the development of a co-culture dog model for predicting hepatotoxic drugs in humans and to compare the predictivity of the canine model along with primary human hepatocytes and HepG2 cells. After rigorous optimization, the dog co-culture model displayed metabolic capacities that were maintained up to 2weeks which indicates that such model could be also used for long term metabolism studies. Most of the human hepatotoxic drugs were detected with a sensitivity of approximately 80% (n=40) for the three cellular models. Nevertheless, the specificity was low approximately 40% for the HepG2 cells and hepatocytes compared to 72.7% for the canine model (n=11). Furthermore, the dog co-culture model showed a higher superiority for the classification of 5 pairs of close structural analogs with different DILI concerns in comparison to both human cellular models. Finally, the reproducibility of the canine system was also satisfactory with a coefficient of correlation of 75.2% (n=14). Overall, the present manuscript indicates that the dog co-culture model may represent a relevant tool to perform chronic hepatotoxicity and metabolism studies.
•Importance of species differences in drug development.•Relevance of dog co-culture model for metabolism and toxicology studies.•Hepatotoxicity: higher predictivity of dog co-culture vs HepG2 & human hepatocytes.</abstract><cop>Amsterdam</cop><pub>Elsevier Inc</pub><pmid>24333257</pmid><doi>10.1016/j.taap.2013.11.022</doi><tpages>18</tpages></addata></record> |
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subjects | 60 APPLIED LIFE SCIENCES Adenosine Triphosphate - metabolism Animals Biological and medical sciences Biomarkers - metabolism Cell Movement - drug effects Cell Proliferation - drug effects Cell Survival - drug effects Cells, Cultured Chemical and Drug Induced Liver Injury - prevention & control Chronic studies Coculture Techniques COMPARATIVE EVALUATIONS Dog co-culture model DOGS Drug Evaluation, Preclinical - methods DRUGS Drugs, Investigational - adverse effects Electric Impedance Glutathione - metabolism Hep G2 Cells Hepatocytes - cytology Hepatocytes - drug effects Hepatocytes - metabolism Hepatotoxicity HepG2 cells HUMAN POPULATIONS Humans IN VITRO INJURIES LIVER LIVER CELLS Medical sciences METABOLISM OPTIMIZATION Primary human hepatocytes Reproducibility of Results SENSITIVITY Signal Transduction - drug effects SPECIFICITY Stromal Cells - cytology Stromal Cells - drug effects Stromal Cells - metabolism Toxicology |
title | Predictivity of dog co-culture model, primary human hepatocytes and HepG2 cells for the detection of hepatotoxic drugs in humans |
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