Systems toxicology meta-analysis of in vitro assessment studies: biological impact of a candidate modified-risk tobacco product aerosol compared with cigarette smoke on human organotypic cultures of the aerodigestive tract
Systems biology combines comprehensive molecular analyses with quantitative modeling to understand the characteristics of a biological system as a whole. Leveraging a similar approach, systems toxicology aims to decipher complex biological responses following exposures. This work reports a systems t...
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Veröffentlicht in: | Toxicology research (Cambridge) 2017-09, Vol.6 (5), p.631-653 |
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creator | Iskandar, A R Titz, B Sewer, A Leroy, P Schneider, T Zanetti, F Mathis, C Elamin, A Frentzel, S Schlage, W K Martin, F Ivanov, N V Peitsch, M C Hoeng, J |
description | Systems biology combines comprehensive molecular analyses with quantitative modeling to understand the characteristics of a biological system as a whole. Leveraging a similar approach, systems toxicology aims to decipher complex biological responses following exposures. This work reports a systems toxicology meta-analysis in the context of
assessment of a candidate modified-risk tobacco product (MRTP) using three human organotypic cultures of the aerodigestive tract (buccal, bronchial, and nasal epithelia). Complementing a series of functional measures, a causal network enrichment analysis of transcriptomic data was used to compare quantitatively the biological impact of aerosol from the Tobacco Heating System (THS) 2.2, a candidate MRTP, with 3R4F cigarette smoke (CS) at similar nicotine concentrations. Lower toxicity was observed in all cultures following exposure to THS2.2 aerosol compared with 3R4F CS. Because of their morphological differences, a smaller exposure impact was observed in the buccal (stratified epithelium) compared with the bronchial and nasal (pseudostratified epithelium). However, the causal network enrichment approach supported a similar mechanistic impact of CS across the three cultures, including the impact on xenobiotic, oxidative stress, and inflammatory responses. At comparable nicotine concentrations, THS2.2 aerosol elicited reduced and more transient effects on these processes. To demonstrate the benefits of additional data modalities, we employed a newly established targeted mass-spectrometry marker panel to further confirm the reduced cellular stress responses elicited by THS2.2 aerosol compared with 3R4F CS in the nasal culture. Overall, this work demonstrates the applicability and robustness of the systems toxicology approach for
inhalation toxicity assessment. |
doi_str_mv | 10.1039/c7tx00047b |
format | Article |
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assessment of a candidate modified-risk tobacco product (MRTP) using three human organotypic cultures of the aerodigestive tract (buccal, bronchial, and nasal epithelia). Complementing a series of functional measures, a causal network enrichment analysis of transcriptomic data was used to compare quantitatively the biological impact of aerosol from the Tobacco Heating System (THS) 2.2, a candidate MRTP, with 3R4F cigarette smoke (CS) at similar nicotine concentrations. Lower toxicity was observed in all cultures following exposure to THS2.2 aerosol compared with 3R4F CS. Because of their morphological differences, a smaller exposure impact was observed in the buccal (stratified epithelium) compared with the bronchial and nasal (pseudostratified epithelium). However, the causal network enrichment approach supported a similar mechanistic impact of CS across the three cultures, including the impact on xenobiotic, oxidative stress, and inflammatory responses. At comparable nicotine concentrations, THS2.2 aerosol elicited reduced and more transient effects on these processes. To demonstrate the benefits of additional data modalities, we employed a newly established targeted mass-spectrometry marker panel to further confirm the reduced cellular stress responses elicited by THS2.2 aerosol compared with 3R4F CS in the nasal culture. Overall, this work demonstrates the applicability and robustness of the systems toxicology approach for
inhalation toxicity assessment.</description><identifier>ISSN: 2045-452X</identifier><identifier>EISSN: 2045-4538</identifier><identifier>DOI: 10.1039/c7tx00047b</identifier><identifier>PMID: 30090531</identifier><language>eng</language><publisher>England: Royal Society of Chemistry</publisher><subject>Aerosols ; Cell culture ; Cellular stress response ; Chemistry ; Cigarette smoke ; Data processing ; Enrichment ; Epithelium ; Exposure ; Inflammation ; Inhalation ; Meta-analysis ; Nicotine ; Oxidative stress ; Respiration ; Smoke ; Spectrometry ; Systems analysis ; Tobacco ; Toxicity ; Toxicology</subject><ispartof>Toxicology research (Cambridge), 2017-09, Vol.6 (5), p.631-653</ispartof><rights>Copyright Royal Society of Chemistry 2017</rights><rights>This journal is © The Royal Society of Chemistry 2017 2017</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c406t-b3feeaaec45a860d3535364da934622f2938055e26fa94e05fb75aa9d656faf83</citedby><cites>FETCH-LOGICAL-c406t-b3feeaaec45a860d3535364da934622f2938055e26fa94e05fb75aa9d656faf83</cites><orcidid>0000-0003-4414-4105 ; 0000-0001-9270-124X ; 0000-0001-5324-359X ; 0000-0003-3920-3756</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6062142/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6062142/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,27903,27904,53769,53771</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30090531$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Iskandar, A R</creatorcontrib><creatorcontrib>Titz, B</creatorcontrib><creatorcontrib>Sewer, A</creatorcontrib><creatorcontrib>Leroy, P</creatorcontrib><creatorcontrib>Schneider, T</creatorcontrib><creatorcontrib>Zanetti, F</creatorcontrib><creatorcontrib>Mathis, C</creatorcontrib><creatorcontrib>Elamin, A</creatorcontrib><creatorcontrib>Frentzel, S</creatorcontrib><creatorcontrib>Schlage, W K</creatorcontrib><creatorcontrib>Martin, F</creatorcontrib><creatorcontrib>Ivanov, N V</creatorcontrib><creatorcontrib>Peitsch, M C</creatorcontrib><creatorcontrib>Hoeng, J</creatorcontrib><title>Systems toxicology meta-analysis of in vitro assessment studies: biological impact of a candidate modified-risk tobacco product aerosol compared with cigarette smoke on human organotypic cultures of the aerodigestive tract</title><title>Toxicology research (Cambridge)</title><addtitle>Toxicol Res (Camb)</addtitle><description>Systems biology combines comprehensive molecular analyses with quantitative modeling to understand the characteristics of a biological system as a whole. Leveraging a similar approach, systems toxicology aims to decipher complex biological responses following exposures. This work reports a systems toxicology meta-analysis in the context of
assessment of a candidate modified-risk tobacco product (MRTP) using three human organotypic cultures of the aerodigestive tract (buccal, bronchial, and nasal epithelia). Complementing a series of functional measures, a causal network enrichment analysis of transcriptomic data was used to compare quantitatively the biological impact of aerosol from the Tobacco Heating System (THS) 2.2, a candidate MRTP, with 3R4F cigarette smoke (CS) at similar nicotine concentrations. Lower toxicity was observed in all cultures following exposure to THS2.2 aerosol compared with 3R4F CS. Because of their morphological differences, a smaller exposure impact was observed in the buccal (stratified epithelium) compared with the bronchial and nasal (pseudostratified epithelium). However, the causal network enrichment approach supported a similar mechanistic impact of CS across the three cultures, including the impact on xenobiotic, oxidative stress, and inflammatory responses. At comparable nicotine concentrations, THS2.2 aerosol elicited reduced and more transient effects on these processes. To demonstrate the benefits of additional data modalities, we employed a newly established targeted mass-spectrometry marker panel to further confirm the reduced cellular stress responses elicited by THS2.2 aerosol compared with 3R4F CS in the nasal culture. Overall, this work demonstrates the applicability and robustness of the systems toxicology approach for
inhalation toxicity assessment.</description><subject>Aerosols</subject><subject>Cell culture</subject><subject>Cellular stress response</subject><subject>Chemistry</subject><subject>Cigarette smoke</subject><subject>Data processing</subject><subject>Enrichment</subject><subject>Epithelium</subject><subject>Exposure</subject><subject>Inflammation</subject><subject>Inhalation</subject><subject>Meta-analysis</subject><subject>Nicotine</subject><subject>Oxidative stress</subject><subject>Respiration</subject><subject>Smoke</subject><subject>Spectrometry</subject><subject>Systems analysis</subject><subject>Tobacco</subject><subject>Toxicity</subject><subject>Toxicology</subject><issn>2045-452X</issn><issn>2045-4538</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><recordid>eNpVUttu1DAQjRCIVktf-ABkiTekgGPHufCABCtuUiUeKFLfook9yU6bxMF2luZn-Ra827ICWfL1nDPHM5MkzzP-OuOyfqPLcMc5z8v2UXIueK7SXMnq8Wkvrs-SC-9vIoaXXBRSPU3OJOc1VzI7T35_X33A0bNg70jbwfYrGzFAChMMqyfPbMdoYnsKzjLwHr0fcQrMh8UQ-respQOLNAyMxhl0ODCAaZgMGQjIRmuoIzSpI38b47SgtWWzs2aJYEBnvR2YtpHs0LBfFHZMUx8PIbL9aG-R2YntlhEmZl0Pkw3rTJrpZQiLw6PFsMOjlKEefaA9suCil2fJkw4GjxcP6yb58enj1fZLevnt89ft-8tU57wIaSs7RADUuYKq4EaqOIrcQC3zQohO1LLiSqEoOqhz5KprSwVQm0LFm66Sm-Tdve68tCMaHTPkYGhmRyO4tbFAzf8vE-2a3u6bghciy0UUePkg4OzPJX6hubGLizXwjeAZr-IUa7dJXt2jdEyad9idImS8ObRDsy2vro_t8CGCX_zr6QT9W3z5B9aruJs</recordid><startdate>20170901</startdate><enddate>20170901</enddate><creator>Iskandar, A R</creator><creator>Titz, B</creator><creator>Sewer, A</creator><creator>Leroy, P</creator><creator>Schneider, T</creator><creator>Zanetti, F</creator><creator>Mathis, C</creator><creator>Elamin, A</creator><creator>Frentzel, S</creator><creator>Schlage, W K</creator><creator>Martin, F</creator><creator>Ivanov, N V</creator><creator>Peitsch, M C</creator><creator>Hoeng, J</creator><general>Royal Society of Chemistry</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7U7</scope><scope>C1K</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0003-4414-4105</orcidid><orcidid>https://orcid.org/0000-0001-9270-124X</orcidid><orcidid>https://orcid.org/0000-0001-5324-359X</orcidid><orcidid>https://orcid.org/0000-0003-3920-3756</orcidid></search><sort><creationdate>20170901</creationdate><title>Systems toxicology meta-analysis of in vitro assessment studies: biological impact of a candidate modified-risk tobacco product aerosol compared with cigarette smoke on human organotypic cultures of the aerodigestive tract</title><author>Iskandar, A R ; Titz, B ; Sewer, A ; Leroy, P ; Schneider, T ; Zanetti, F ; Mathis, C ; Elamin, A ; Frentzel, S ; Schlage, W K ; Martin, F ; Ivanov, N V ; Peitsch, M C ; Hoeng, J</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c406t-b3feeaaec45a860d3535364da934622f2938055e26fa94e05fb75aa9d656faf83</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Aerosols</topic><topic>Cell culture</topic><topic>Cellular stress response</topic><topic>Chemistry</topic><topic>Cigarette smoke</topic><topic>Data processing</topic><topic>Enrichment</topic><topic>Epithelium</topic><topic>Exposure</topic><topic>Inflammation</topic><topic>Inhalation</topic><topic>Meta-analysis</topic><topic>Nicotine</topic><topic>Oxidative stress</topic><topic>Respiration</topic><topic>Smoke</topic><topic>Spectrometry</topic><topic>Systems analysis</topic><topic>Tobacco</topic><topic>Toxicity</topic><topic>Toxicology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Iskandar, A R</creatorcontrib><creatorcontrib>Titz, B</creatorcontrib><creatorcontrib>Sewer, A</creatorcontrib><creatorcontrib>Leroy, P</creatorcontrib><creatorcontrib>Schneider, T</creatorcontrib><creatorcontrib>Zanetti, F</creatorcontrib><creatorcontrib>Mathis, C</creatorcontrib><creatorcontrib>Elamin, A</creatorcontrib><creatorcontrib>Frentzel, S</creatorcontrib><creatorcontrib>Schlage, W K</creatorcontrib><creatorcontrib>Martin, F</creatorcontrib><creatorcontrib>Ivanov, N V</creatorcontrib><creatorcontrib>Peitsch, M C</creatorcontrib><creatorcontrib>Hoeng, J</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>Toxicology Abstracts</collection><collection>Environmental Sciences and Pollution Management</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Toxicology research (Cambridge)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Iskandar, A R</au><au>Titz, B</au><au>Sewer, A</au><au>Leroy, P</au><au>Schneider, T</au><au>Zanetti, F</au><au>Mathis, C</au><au>Elamin, A</au><au>Frentzel, S</au><au>Schlage, W K</au><au>Martin, F</au><au>Ivanov, N V</au><au>Peitsch, M C</au><au>Hoeng, J</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Systems toxicology meta-analysis of in vitro assessment studies: biological impact of a candidate modified-risk tobacco product aerosol compared with cigarette smoke on human organotypic cultures of the aerodigestive tract</atitle><jtitle>Toxicology research (Cambridge)</jtitle><addtitle>Toxicol Res (Camb)</addtitle><date>2017-09-01</date><risdate>2017</risdate><volume>6</volume><issue>5</issue><spage>631</spage><epage>653</epage><pages>631-653</pages><issn>2045-452X</issn><eissn>2045-4538</eissn><abstract>Systems biology combines comprehensive molecular analyses with quantitative modeling to understand the characteristics of a biological system as a whole. Leveraging a similar approach, systems toxicology aims to decipher complex biological responses following exposures. This work reports a systems toxicology meta-analysis in the context of
assessment of a candidate modified-risk tobacco product (MRTP) using three human organotypic cultures of the aerodigestive tract (buccal, bronchial, and nasal epithelia). Complementing a series of functional measures, a causal network enrichment analysis of transcriptomic data was used to compare quantitatively the biological impact of aerosol from the Tobacco Heating System (THS) 2.2, a candidate MRTP, with 3R4F cigarette smoke (CS) at similar nicotine concentrations. Lower toxicity was observed in all cultures following exposure to THS2.2 aerosol compared with 3R4F CS. Because of their morphological differences, a smaller exposure impact was observed in the buccal (stratified epithelium) compared with the bronchial and nasal (pseudostratified epithelium). However, the causal network enrichment approach supported a similar mechanistic impact of CS across the three cultures, including the impact on xenobiotic, oxidative stress, and inflammatory responses. At comparable nicotine concentrations, THS2.2 aerosol elicited reduced and more transient effects on these processes. To demonstrate the benefits of additional data modalities, we employed a newly established targeted mass-spectrometry marker panel to further confirm the reduced cellular stress responses elicited by THS2.2 aerosol compared with 3R4F CS in the nasal culture. Overall, this work demonstrates the applicability and robustness of the systems toxicology approach for
inhalation toxicity assessment.</abstract><cop>England</cop><pub>Royal Society of Chemistry</pub><pmid>30090531</pmid><doi>10.1039/c7tx00047b</doi><tpages>23</tpages><orcidid>https://orcid.org/0000-0003-4414-4105</orcidid><orcidid>https://orcid.org/0000-0001-9270-124X</orcidid><orcidid>https://orcid.org/0000-0001-5324-359X</orcidid><orcidid>https://orcid.org/0000-0003-3920-3756</orcidid><oa>free_for_read</oa></addata></record> |
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source | Oxford University Press Journals All Titles (1996-Current); Royal Society Of Chemistry Journals 2008-; PubMed Central; Alma/SFX Local Collection |
subjects | Aerosols Cell culture Cellular stress response Chemistry Cigarette smoke Data processing Enrichment Epithelium Exposure Inflammation Inhalation Meta-analysis Nicotine Oxidative stress Respiration Smoke Spectrometry Systems analysis Tobacco Toxicity Toxicology |
title | Systems toxicology meta-analysis of in vitro assessment studies: biological impact of a candidate modified-risk tobacco product aerosol compared with cigarette smoke on human organotypic cultures of the aerodigestive tract |
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