Population-based dose–response analysis of liver transcriptional response to trichloroethylene in mouse
Studies of gene expression are common in toxicology and provide important clues to mechanistic understanding of adverse effects of chemicals. Most prior studies have been performed in a single strain or cell line; however, gene expression is heavily influenced by the genetic background, and these ge...
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creator | Venkatratnam, Abhishek House, John S. Konganti, Kranti McKenney, Connor Threadgill, David W. Chiu, Weihsueh A. Aylor, David L. Wright, Fred A. Rusyn, Ivan |
description | Studies of gene expression are common in toxicology and provide important clues to mechanistic understanding of adverse effects of chemicals. Most prior studies have been performed in a single strain or cell line; however, gene expression is heavily influenced by the genetic background, and these genotype-expression differences may be key drivers of inter-individual variation in response to chemical toxicity. In this study, we hypothesized that the genetically diverse Collaborative Cross mouse population can be used to gain insight and suggest mechanistic hypotheses for the dose- and genetic background-dependent effects of chemical exposure. This hypothesis was tested using a model liver toxicant trichloroethylene (TCE). Liver transcriptional responses to TCE exposure were evaluated 24 h after dosing. Transcriptomic dose–responses were examined for both TCE and its major oxidative metabolite trichloroacetic acid (TCA). As expected, peroxisome- and fatty acid metabolism-related pathways were among the most dose–responsive enriched pathways in all strains. However, nearly half of the TCE-induced liver transcriptional perturbation was strain-dependent, with abundant evidence of strain/dose interaction, including in the peroxisomal signaling-associated pathways. These effects were highly concordant between the administered TCE dose and liver levels of TCA. Dose–response analysis of gene expression at the pathway level yielded points of departure similar to those derived from the traditional toxicology studies for both non-cancer and cancer effects. Mapping of expression–genotype–dose relationships revealed some significant associations; however, the effects of TCE on gene expression in liver appear to be highly polygenic traits that are challenging to positionally map. This study highlights the usefulness of mouse population-based studies in assessing inter-individual variation in toxicological responses, but cautions that genetic mapping may be challenging because of the complexity in gene exposure–dose relationships. |
doi_str_mv | 10.1007/s00335-018-9734-y |
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Most prior studies have been performed in a single strain or cell line; however, gene expression is heavily influenced by the genetic background, and these genotype-expression differences may be key drivers of inter-individual variation in response to chemical toxicity. In this study, we hypothesized that the genetically diverse Collaborative Cross mouse population can be used to gain insight and suggest mechanistic hypotheses for the dose- and genetic background-dependent effects of chemical exposure. This hypothesis was tested using a model liver toxicant trichloroethylene (TCE). Liver transcriptional responses to TCE exposure were evaluated 24 h after dosing. Transcriptomic dose–responses were examined for both TCE and its major oxidative metabolite trichloroacetic acid (TCA). As expected, peroxisome- and fatty acid metabolism-related pathways were among the most dose–responsive enriched pathways in all strains. However, nearly half of the TCE-induced liver transcriptional perturbation was strain-dependent, with abundant evidence of strain/dose interaction, including in the peroxisomal signaling-associated pathways. These effects were highly concordant between the administered TCE dose and liver levels of TCA. Dose–response analysis of gene expression at the pathway level yielded points of departure similar to those derived from the traditional toxicology studies for both non-cancer and cancer effects. Mapping of expression–genotype–dose relationships revealed some significant associations; however, the effects of TCE on gene expression in liver appear to be highly polygenic traits that are challenging to positionally map. This study highlights the usefulness of mouse population-based studies in assessing inter-individual variation in toxicological responses, but cautions that genetic mapping may be challenging because of the complexity in gene exposure–dose relationships.</description><identifier>ISSN: 0938-8990</identifier><identifier>EISSN: 1432-1777</identifier><identifier>DOI: 10.1007/s00335-018-9734-y</identifier><identifier>PMID: 29353386</identifier><language>eng</language><publisher>New York: Springer US</publisher><subject>Animal Genetics and Genomics ; Animals ; Biomedical and Life Sciences ; Cancer ; Cell Biology ; Dose-Response Relationship, Drug ; Gene expression ; Gene mapping ; Genetics, Population ; Genotypes ; Human Genetics ; Kidney - drug effects ; Kidney - metabolism ; Life Sciences ; Liver ; Liver - drug effects ; Liver - metabolism ; Mice ; Polygenic inheritance ; Population studies ; Studies ; Toxicity ; Toxicology ; Transcription ; Transcription, Genetic - drug effects ; Transcriptome - genetics ; Trichloroacetic acid ; Trichloroacetic Acid - metabolism ; Trichloroethylene ; Trichloroethylene - toxicity</subject><ispartof>Mammalian genome, 2018-02, Vol.29 (1-2), p.168-181</ispartof><rights>Springer Science+Business Media, LLC, part of Springer Nature 2018</rights><rights>Mammalian Genome is a copyright of Springer, (2018). All Rights Reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c470t-7085f86f4467c54d8b33fa5e2c133aa711d2d4128a8ade7be4b08fd23ea393243</citedby><cites>FETCH-LOGICAL-c470t-7085f86f4467c54d8b33fa5e2c133aa711d2d4128a8ade7be4b08fd23ea393243</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s00335-018-9734-y$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s00335-018-9734-y$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>230,314,780,784,885,27923,27924,41487,42556,51318</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/29353386$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Venkatratnam, Abhishek</creatorcontrib><creatorcontrib>House, John S.</creatorcontrib><creatorcontrib>Konganti, Kranti</creatorcontrib><creatorcontrib>McKenney, Connor</creatorcontrib><creatorcontrib>Threadgill, David W.</creatorcontrib><creatorcontrib>Chiu, Weihsueh A.</creatorcontrib><creatorcontrib>Aylor, David L.</creatorcontrib><creatorcontrib>Wright, Fred A.</creatorcontrib><creatorcontrib>Rusyn, Ivan</creatorcontrib><title>Population-based dose–response analysis of liver transcriptional response to trichloroethylene in mouse</title><title>Mammalian genome</title><addtitle>Mamm Genome</addtitle><addtitle>Mamm Genome</addtitle><description>Studies of gene expression are common in toxicology and provide important clues to mechanistic understanding of adverse effects of chemicals. Most prior studies have been performed in a single strain or cell line; however, gene expression is heavily influenced by the genetic background, and these genotype-expression differences may be key drivers of inter-individual variation in response to chemical toxicity. In this study, we hypothesized that the genetically diverse Collaborative Cross mouse population can be used to gain insight and suggest mechanistic hypotheses for the dose- and genetic background-dependent effects of chemical exposure. This hypothesis was tested using a model liver toxicant trichloroethylene (TCE). Liver transcriptional responses to TCE exposure were evaluated 24 h after dosing. Transcriptomic dose–responses were examined for both TCE and its major oxidative metabolite trichloroacetic acid (TCA). As expected, peroxisome- and fatty acid metabolism-related pathways were among the most dose–responsive enriched pathways in all strains. However, nearly half of the TCE-induced liver transcriptional perturbation was strain-dependent, with abundant evidence of strain/dose interaction, including in the peroxisomal signaling-associated pathways. These effects were highly concordant between the administered TCE dose and liver levels of TCA. Dose–response analysis of gene expression at the pathway level yielded points of departure similar to those derived from the traditional toxicology studies for both non-cancer and cancer effects. Mapping of expression–genotype–dose relationships revealed some significant associations; however, the effects of TCE on gene expression in liver appear to be highly polygenic traits that are challenging to positionally map. This study highlights the usefulness of mouse population-based studies in assessing inter-individual variation in toxicological responses, but cautions that genetic mapping may be challenging because of the complexity in gene exposure–dose relationships.</description><subject>Animal Genetics and Genomics</subject><subject>Animals</subject><subject>Biomedical and Life Sciences</subject><subject>Cancer</subject><subject>Cell Biology</subject><subject>Dose-Response Relationship, Drug</subject><subject>Gene expression</subject><subject>Gene mapping</subject><subject>Genetics, Population</subject><subject>Genotypes</subject><subject>Human Genetics</subject><subject>Kidney - drug effects</subject><subject>Kidney - metabolism</subject><subject>Life Sciences</subject><subject>Liver</subject><subject>Liver - drug effects</subject><subject>Liver - metabolism</subject><subject>Mice</subject><subject>Polygenic inheritance</subject><subject>Population studies</subject><subject>Studies</subject><subject>Toxicity</subject><subject>Toxicology</subject><subject>Transcription</subject><subject>Transcription, Genetic - drug effects</subject><subject>Transcriptome - genetics</subject><subject>Trichloroacetic acid</subject><subject>Trichloroacetic Acid - metabolism</subject><subject>Trichloroethylene</subject><subject>Trichloroethylene - toxicity</subject><issn>0938-8990</issn><issn>1432-1777</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNp1kc1O3DAUha2qCAbKA7BBkbo2tWMntjeVKkR_JCRY0LXlJDeMUcZOfROk7HgH3rBPgkdDR3TByovznXOudQg54-yCM6a-IGNCVJRxTY0Ski4fyIpLUVKulPpIVswITbUx7IgcIz4wxlXN1SE5Ko2ohND1ivjbOM6Dm3wMtHEIXdFFhL9PzwlwjAGhcMENC3osYl8M_hFSMSUXsE1-3LrcUOzRKWbNt-shpgjTehkgQOFDsYkzwidy0LsB4fT1PSG_v1_dXf6k1zc_fl1-u6atVGyiiumq13UvZa3aSna6EaJ3FZQtF8I5xXlXdpKX2mnXgWpANkz3XSnACSNKKU7I113uODcb6FoI-d7BjslvXFpsdN7-rwS_tvfx0dbMSCNVDvj8GpDinxlwsg9xTvmjaLnJFcJwVmeK76g2RcQE_b6BM7tdx-7WsXkdu13HLtlz_va0vePfHBkodwBmKdxDelP9buoLeGSgHg</recordid><startdate>20180201</startdate><enddate>20180201</enddate><creator>Venkatratnam, Abhishek</creator><creator>House, John S.</creator><creator>Konganti, Kranti</creator><creator>McKenney, Connor</creator><creator>Threadgill, David W.</creator><creator>Chiu, Weihsueh A.</creator><creator>Aylor, David L.</creator><creator>Wright, Fred A.</creator><creator>Rusyn, Ivan</creator><general>Springer US</general><general>Springer Nature B.V</general><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>3V.</scope><scope>7TK</scope><scope>7X7</scope><scope>7XB</scope><scope>88A</scope><scope>88E</scope><scope>8AO</scope><scope>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M7P</scope><scope>P64</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>RC3</scope><scope>5PM</scope></search><sort><creationdate>20180201</creationdate><title>Population-based dose–response analysis of liver transcriptional response to trichloroethylene in mouse</title><author>Venkatratnam, Abhishek ; House, John S. ; Konganti, Kranti ; McKenney, Connor ; Threadgill, David W. ; Chiu, Weihsueh A. ; Aylor, David L. ; Wright, Fred A. ; Rusyn, Ivan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c470t-7085f86f4467c54d8b33fa5e2c133aa711d2d4128a8ade7be4b08fd23ea393243</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Animal Genetics and Genomics</topic><topic>Animals</topic><topic>Biomedical and Life Sciences</topic><topic>Cancer</topic><topic>Cell Biology</topic><topic>Dose-Response Relationship, Drug</topic><topic>Gene expression</topic><topic>Gene mapping</topic><topic>Genetics, Population</topic><topic>Genotypes</topic><topic>Human Genetics</topic><topic>Kidney - 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Most prior studies have been performed in a single strain or cell line; however, gene expression is heavily influenced by the genetic background, and these genotype-expression differences may be key drivers of inter-individual variation in response to chemical toxicity. In this study, we hypothesized that the genetically diverse Collaborative Cross mouse population can be used to gain insight and suggest mechanistic hypotheses for the dose- and genetic background-dependent effects of chemical exposure. This hypothesis was tested using a model liver toxicant trichloroethylene (TCE). Liver transcriptional responses to TCE exposure were evaluated 24 h after dosing. Transcriptomic dose–responses were examined for both TCE and its major oxidative metabolite trichloroacetic acid (TCA). As expected, peroxisome- and fatty acid metabolism-related pathways were among the most dose–responsive enriched pathways in all strains. However, nearly half of the TCE-induced liver transcriptional perturbation was strain-dependent, with abundant evidence of strain/dose interaction, including in the peroxisomal signaling-associated pathways. These effects were highly concordant between the administered TCE dose and liver levels of TCA. Dose–response analysis of gene expression at the pathway level yielded points of departure similar to those derived from the traditional toxicology studies for both non-cancer and cancer effects. Mapping of expression–genotype–dose relationships revealed some significant associations; however, the effects of TCE on gene expression in liver appear to be highly polygenic traits that are challenging to positionally map. This study highlights the usefulness of mouse population-based studies in assessing inter-individual variation in toxicological responses, but cautions that genetic mapping may be challenging because of the complexity in gene exposure–dose relationships.</abstract><cop>New York</cop><pub>Springer US</pub><pmid>29353386</pmid><doi>10.1007/s00335-018-9734-y</doi><tpages>14</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Animal Genetics and Genomics Animals Biomedical and Life Sciences Cancer Cell Biology Dose-Response Relationship, Drug Gene expression Gene mapping Genetics, Population Genotypes Human Genetics Kidney - drug effects Kidney - metabolism Life Sciences Liver Liver - drug effects Liver - metabolism Mice Polygenic inheritance Population studies Studies Toxicity Toxicology Transcription Transcription, Genetic - drug effects Transcriptome - genetics Trichloroacetic acid Trichloroacetic Acid - metabolism Trichloroethylene Trichloroethylene - toxicity |
title | Population-based dose–response analysis of liver transcriptional response to trichloroethylene in mouse |
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