Data from: Human-relevant mechanisms and risk factors for TAK-875-induced liver injury identified via a gene pathway-based approach in collaborative cross mice
Development of TAK-875 was discontinued when a small number of serious drug-induced liver injury (DILI) cases were observed in Phase 3 clinical trials. Subsequent studies have identified hepatocellular oxidative stress, mitochondrial dysfunction, altered bile acid homeostasis, and immune response as...
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creator | Cai, Yanwei Mosedale, Merrie Eaddy, J. Scott Kirby, Patrick Wolenski, Francis Dragan, Yvonne Valdar, William |
description | Development of TAK-875 was discontinued when a small number of serious
drug-induced liver injury (DILI) cases were observed in Phase 3 clinical
trials. Subsequent studies have identified hepatocellular oxidative
stress, mitochondrial dysfunction, altered bile acid homeostasis, and
immune response as mechanisms of TAK-875 DILI and the contribution of
genetic risk factors in oxidative response and mitochondrial pathways to
the toxicity susceptibility observed in patients. We tested the hypothesis
that a novel preclinical approach based on gene pathway analysis in the
livers of Collaborative Cross mice could be used to identify
human-relevant mechanisms of toxicity and genetic risk factors at the
level of the hepatocyte as reported in a human genome-wide association
study. Eight (8) male mice (4 matched pairs) from each of 45 Collaborative
Cross lines were treated with a single oral (gavage) dose of either
vehicle or 600 mg/kg TAK-875. As expected, liver injury was not detected
histologically and few changes in plasma biomarkers of hepatotoxicity were
observed. However, gene expression profiling in the liver identified
hundreds of transcripts responsive to TAK-875 treatment across all strains
reflecting alterations in immune response and bile acid homeostasis and
the interaction of treatment and strain reflecting oxidative stress and
mitochondrial dysfunction. Fold-change expression values were then used to
develop pathway-based phenotypes for genetic mapping which identified
candidate risk factor genes for TAK-875 toxicity susceptibility at the
level of the hepatocyte. Taken together, these findings support our
hypothesis that a gene pathway-based approach using Collaborative Cross
mice could inform sensitive strains, human-relevant mechanisms of
toxicity, and genetic risk factors for TAK-875 DILI. This novel
preclinical approach may be helpful in understanding, predicting, and
ultimately preventing clinical DILI for other drugs. |
doi_str_mv | 10.5061/dryad.9s4mw6mdz |
format | Dataset |
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drug-induced liver injury (DILI) cases were observed in Phase 3 clinical
trials. Subsequent studies have identified hepatocellular oxidative
stress, mitochondrial dysfunction, altered bile acid homeostasis, and
immune response as mechanisms of TAK-875 DILI and the contribution of
genetic risk factors in oxidative response and mitochondrial pathways to
the toxicity susceptibility observed in patients. We tested the hypothesis
that a novel preclinical approach based on gene pathway analysis in the
livers of Collaborative Cross mice could be used to identify
human-relevant mechanisms of toxicity and genetic risk factors at the
level of the hepatocyte as reported in a human genome-wide association
study. Eight (8) male mice (4 matched pairs) from each of 45 Collaborative
Cross lines were treated with a single oral (gavage) dose of either
vehicle or 600 mg/kg TAK-875. As expected, liver injury was not detected
histologically and few changes in plasma biomarkers of hepatotoxicity were
observed. However, gene expression profiling in the liver identified
hundreds of transcripts responsive to TAK-875 treatment across all strains
reflecting alterations in immune response and bile acid homeostasis and
the interaction of treatment and strain reflecting oxidative stress and
mitochondrial dysfunction. Fold-change expression values were then used to
develop pathway-based phenotypes for genetic mapping which identified
candidate risk factor genes for TAK-875 toxicity susceptibility at the
level of the hepatocyte. Taken together, these findings support our
hypothesis that a gene pathway-based approach using Collaborative Cross
mice could inform sensitive strains, human-relevant mechanisms of
toxicity, and genetic risk factors for TAK-875 DILI. This novel
preclinical approach may be helpful in understanding, predicting, and
ultimately preventing clinical DILI for other drugs.</description><identifier>DOI: 10.5061/dryad.9s4mw6mdz</identifier><language>eng</language><publisher>Dryad</publisher><creationdate>2021</creationdate><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><orcidid>0000-0002-3950-3794</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>776,1888</link.rule.ids><linktorsrc>$$Uhttps://commons.datacite.org/doi.org/10.5061/dryad.9s4mw6mdz$$EView_record_in_DataCite.org$$FView_record_in_$$GDataCite.org$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>Cai, Yanwei</creatorcontrib><creatorcontrib>Mosedale, Merrie</creatorcontrib><creatorcontrib>Eaddy, J. Scott</creatorcontrib><creatorcontrib>Kirby, Patrick</creatorcontrib><creatorcontrib>Wolenski, Francis</creatorcontrib><creatorcontrib>Dragan, Yvonne</creatorcontrib><creatorcontrib>Valdar, William</creatorcontrib><title>Data from: Human-relevant mechanisms and risk factors for TAK-875-induced liver injury identified via a gene pathway-based approach in collaborative cross mice</title><description>Development of TAK-875 was discontinued when a small number of serious
drug-induced liver injury (DILI) cases were observed in Phase 3 clinical
trials. Subsequent studies have identified hepatocellular oxidative
stress, mitochondrial dysfunction, altered bile acid homeostasis, and
immune response as mechanisms of TAK-875 DILI and the contribution of
genetic risk factors in oxidative response and mitochondrial pathways to
the toxicity susceptibility observed in patients. We tested the hypothesis
that a novel preclinical approach based on gene pathway analysis in the
livers of Collaborative Cross mice could be used to identify
human-relevant mechanisms of toxicity and genetic risk factors at the
level of the hepatocyte as reported in a human genome-wide association
study. Eight (8) male mice (4 matched pairs) from each of 45 Collaborative
Cross lines were treated with a single oral (gavage) dose of either
vehicle or 600 mg/kg TAK-875. As expected, liver injury was not detected
histologically and few changes in plasma biomarkers of hepatotoxicity were
observed. However, gene expression profiling in the liver identified
hundreds of transcripts responsive to TAK-875 treatment across all strains
reflecting alterations in immune response and bile acid homeostasis and
the interaction of treatment and strain reflecting oxidative stress and
mitochondrial dysfunction. Fold-change expression values were then used to
develop pathway-based phenotypes for genetic mapping which identified
candidate risk factor genes for TAK-875 toxicity susceptibility at the
level of the hepatocyte. Taken together, these findings support our
hypothesis that a gene pathway-based approach using Collaborative Cross
mice could inform sensitive strains, human-relevant mechanisms of
toxicity, and genetic risk factors for TAK-875 DILI. This novel
preclinical approach may be helpful in understanding, predicting, and
ultimately preventing clinical DILI for other drugs.</description><fulltext>true</fulltext><rsrctype>dataset</rsrctype><creationdate>2021</creationdate><recordtype>dataset</recordtype><sourceid>PQ8</sourceid><recordid>eNqVj71OAzEQhK-hQEBNuy_g5E6QQOgQP4pEm97a2OvcEv-c1r6LjpfhVTEI0VONNKMZzdc01127WLXrbmllRrvY5NtwWgf7cd58PmNBcJLCA2zHgFEJeZowFghkeoycQwaMFoTzERyakiSDSwK7xzd1f7dSHO1oyILniQQ4vo8yA1uKhR1Xf2IEhANFggFLf8JZ7THXAIdBEpq-dsAk73GfBEtdASMpZwhs6LI5c-gzXf3qRbN8fdk9bZWtvw0X0oNwQJl11-pvRP2DqP8Qb_7f-AI1o2dm</recordid><startdate>20210912</startdate><enddate>20210912</enddate><creator>Cai, Yanwei</creator><creator>Mosedale, Merrie</creator><creator>Eaddy, J. Scott</creator><creator>Kirby, Patrick</creator><creator>Wolenski, Francis</creator><creator>Dragan, Yvonne</creator><creator>Valdar, William</creator><general>Dryad</general><scope>DYCCY</scope><scope>PQ8</scope><orcidid>https://orcid.org/0000-0002-3950-3794</orcidid></search><sort><creationdate>20210912</creationdate><title>Data from: Human-relevant mechanisms and risk factors for TAK-875-induced liver injury identified via a gene pathway-based approach in collaborative cross mice</title><author>Cai, Yanwei ; Mosedale, Merrie ; Eaddy, J. Scott ; Kirby, Patrick ; Wolenski, Francis ; Dragan, Yvonne ; Valdar, William</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-datacite_primary_10_5061_dryad_9s4mw6mdz3</frbrgroupid><rsrctype>datasets</rsrctype><prefilter>datasets</prefilter><language>eng</language><creationdate>2021</creationdate><toplevel>online_resources</toplevel><creatorcontrib>Cai, Yanwei</creatorcontrib><creatorcontrib>Mosedale, Merrie</creatorcontrib><creatorcontrib>Eaddy, J. Scott</creatorcontrib><creatorcontrib>Kirby, Patrick</creatorcontrib><creatorcontrib>Wolenski, Francis</creatorcontrib><creatorcontrib>Dragan, Yvonne</creatorcontrib><creatorcontrib>Valdar, William</creatorcontrib><collection>DataCite (Open Access)</collection><collection>DataCite</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Cai, Yanwei</au><au>Mosedale, Merrie</au><au>Eaddy, J. Scott</au><au>Kirby, Patrick</au><au>Wolenski, Francis</au><au>Dragan, Yvonne</au><au>Valdar, William</au><format>book</format><genre>unknown</genre><ristype>DATA</ristype><title>Data from: Human-relevant mechanisms and risk factors for TAK-875-induced liver injury identified via a gene pathway-based approach in collaborative cross mice</title><date>2021-09-12</date><risdate>2021</risdate><abstract>Development of TAK-875 was discontinued when a small number of serious
drug-induced liver injury (DILI) cases were observed in Phase 3 clinical
trials. Subsequent studies have identified hepatocellular oxidative
stress, mitochondrial dysfunction, altered bile acid homeostasis, and
immune response as mechanisms of TAK-875 DILI and the contribution of
genetic risk factors in oxidative response and mitochondrial pathways to
the toxicity susceptibility observed in patients. We tested the hypothesis
that a novel preclinical approach based on gene pathway analysis in the
livers of Collaborative Cross mice could be used to identify
human-relevant mechanisms of toxicity and genetic risk factors at the
level of the hepatocyte as reported in a human genome-wide association
study. Eight (8) male mice (4 matched pairs) from each of 45 Collaborative
Cross lines were treated with a single oral (gavage) dose of either
vehicle or 600 mg/kg TAK-875. As expected, liver injury was not detected
histologically and few changes in plasma biomarkers of hepatotoxicity were
observed. However, gene expression profiling in the liver identified
hundreds of transcripts responsive to TAK-875 treatment across all strains
reflecting alterations in immune response and bile acid homeostasis and
the interaction of treatment and strain reflecting oxidative stress and
mitochondrial dysfunction. Fold-change expression values were then used to
develop pathway-based phenotypes for genetic mapping which identified
candidate risk factor genes for TAK-875 toxicity susceptibility at the
level of the hepatocyte. Taken together, these findings support our
hypothesis that a gene pathway-based approach using Collaborative Cross
mice could inform sensitive strains, human-relevant mechanisms of
toxicity, and genetic risk factors for TAK-875 DILI. This novel
preclinical approach may be helpful in understanding, predicting, and
ultimately preventing clinical DILI for other drugs.</abstract><pub>Dryad</pub><doi>10.5061/dryad.9s4mw6mdz</doi><orcidid>https://orcid.org/0000-0002-3950-3794</orcidid><oa>free_for_read</oa></addata></record> |
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identifier | DOI: 10.5061/dryad.9s4mw6mdz |
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source | DataCite |
title | Data from: Human-relevant mechanisms and risk factors for TAK-875-induced liver injury identified via a gene pathway-based approach in collaborative cross mice |
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