Human Respiratory Tract Cancer Risks of Inhaled Formaldehyde: Dose-Response Predictions Derived From Biologically-Motivated Computational Modeling of a Combined Rodent and Human Dataset
Formaldehyde inhalation at 6 ppm and above causes nasal squamous cell carcinoma (SCC) in F344 rats. The quantitative implications of the rat tumors for human cancer risk are of interest, since epidemiological studies have provided only equivocal evidence that formaldehyde is a human carcinogen. Cono...
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description | Formaldehyde inhalation at 6 ppm and above causes nasal squamous cell carcinoma (SCC) in F344 rats. The quantitative implications of the rat tumors for human cancer risk are of interest, since epidemiological studies have provided only equivocal evidence that formaldehyde is a human carcinogen. Conolly et al. (Toxicol. Sci. 75, 432–447, 2003) analyzed the rat tumor dose-response assuming that both DNA-reactive and cytotoxic effects of formaldehyde contribute to SCC development. The key elements of their approach were: (1) use of a three-dimensional computer reconstruction of the rat nasal passages and computational fluid dynamics (CFD) modeling to predict regional dosimetry of formaldehyde; (2) association of the flux of formaldehyde into the nasal mucosa, as predicted by the CFD model, with formation of DNA–protein cross-links (DPX) and with cytolethality/regenerative cellular proliferation (CRCP); and (3) use of a two-stage clonal growth model to link DPX and CRCP with tumor formation. With this structure, the prediction of the tumor dose response was extremely sensitive to cell kinetics. The raw dose-response data for CRCP are J-shaped, and use of these data led to a predicted J-shaped dose response for tumors, notwithstanding a concurrent low-dose-linear, directly mutagenic effect of formaldehyde mediated by DPX. In the present work the modeling approach used by Conolly et al. (ibid.) was extended to humans. Regional dosimetry predictions for the entire respiratory tract were obtained by merging a three-dimensional CFD model for the human nose with a one-dimensional typical path model for the lower respiratory tract. In other respects, the human model was structurally identical to the rat model. The predicted human dose response for DPX was obtained by scale-up of a computational model for DPX calibrated against rat and rhesus monkey data. The rat dose response for CRCP was used “as is” for the human model, since no preferable alternative was identified. Three sets of baseline parameter values for the human clonal growth model were obtained through separate calibrations against respiratory tract cancer incidence data for nonsmokers, smokers, and a mixed population of nonsmokers and smokers, respectively. Additional risks of respiratory tract cancer were predicted to be negative up to about one ppm for all three cases when the raw CRCP data from the rat were used. When a hockey-stick-shaped model was fit to the rat CRCP data and used in place of the raw |
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The quantitative implications of the rat tumors for human cancer risk are of interest, since epidemiological studies have provided only equivocal evidence that formaldehyde is a human carcinogen. Conolly et al. (Toxicol. Sci. 75, 432–447, 2003) analyzed the rat tumor dose-response assuming that both DNA-reactive and cytotoxic effects of formaldehyde contribute to SCC development. The key elements of their approach were: (1) use of a three-dimensional computer reconstruction of the rat nasal passages and computational fluid dynamics (CFD) modeling to predict regional dosimetry of formaldehyde; (2) association of the flux of formaldehyde into the nasal mucosa, as predicted by the CFD model, with formation of DNA–protein cross-links (DPX) and with cytolethality/regenerative cellular proliferation (CRCP); and (3) use of a two-stage clonal growth model to link DPX and CRCP with tumor formation. With this structure, the prediction of the tumor dose response was extremely sensitive to cell kinetics. The raw dose-response data for CRCP are J-shaped, and use of these data led to a predicted J-shaped dose response for tumors, notwithstanding a concurrent low-dose-linear, directly mutagenic effect of formaldehyde mediated by DPX. In the present work the modeling approach used by Conolly et al. (ibid.) was extended to humans. Regional dosimetry predictions for the entire respiratory tract were obtained by merging a three-dimensional CFD model for the human nose with a one-dimensional typical path model for the lower respiratory tract. In other respects, the human model was structurally identical to the rat model. The predicted human dose response for DPX was obtained by scale-up of a computational model for DPX calibrated against rat and rhesus monkey data. The rat dose response for CRCP was used “as is” for the human model, since no preferable alternative was identified. Three sets of baseline parameter values for the human clonal growth model were obtained through separate calibrations against respiratory tract cancer incidence data for nonsmokers, smokers, and a mixed population of nonsmokers and smokers, respectively. Additional risks of respiratory tract cancer were predicted to be negative up to about one ppm for all three cases when the raw CRCP data from the rat were used. When a hockey-stick-shaped model was fit to the rat CRCP data and used in place of the raw data, positive maximum likelihood estimates (MLE) of additional risk were obtained. These MLE estimates were lower, for some comparisons by as much as 1,000-fold, than MLE estimates from previous cancer dose-response assessments for formaldehyde. Breathing rate variations associated with different physical activity levels did not make large changes in predicted additional risks. In summary, this analysis of the human implications of the rat SCC data indicates that (1) cancer risks associated with inhaled formaldehyde are de minimis (10−6 or less) at relevant human exposure levels, and (2) protection from the noncancer effects of formaldehyde should be sufficient to protect from its potential carcinogenic effects.</description><identifier>ISSN: 1096-6080</identifier><identifier>ISSN: 1096-0929</identifier><identifier>EISSN: 1096-0929</identifier><identifier>DOI: 10.1093/toxsci/kfh223</identifier><identifier>PMID: 15254341</identifier><language>eng</language><publisher>United States: Oxford University Press</publisher><subject>Animals ; Carcinogens - administration & dosage ; Carcinogens - classification ; Carcinogens - toxicity ; Carcinoma, Squamous Cell - chemically induced ; Carcinoma, Squamous Cell - pathology ; clonal growth ; Computational Biology - methods ; computational modeling ; DNA-protein cross-links ; dose-response ; Dose-Response Relationship, Drug ; dosimetry ; formaldehyde ; Formaldehyde - administration & dosage ; Formaldehyde - classification ; Formaldehyde - toxicity ; human cancer risk ; Humans ; Inhalation Exposure ; Likelihood Functions ; Macaca mulatta ; Models, Biological ; Nose Neoplasms - chemically induced ; Nose Neoplasms - pathology ; Rats ; Rats, Inbred F344 ; regenerative cellular proliferation ; risk assessment ; Risk Assessment - statistics & numerical data</subject><ispartof>Toxicological sciences, 2004-11, Vol.82 (1), p.279-296</ispartof><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c463t-9fb1a0f50ef41ae59d1fc4a69633c76b9091ea8c935cea4893fbf33a509ebbcb3</citedby></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,777,781,27905,27906</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/15254341$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Conolly, Rory B.</creatorcontrib><creatorcontrib>Kimbell, Julia S.</creatorcontrib><creatorcontrib>Janszen, Derek</creatorcontrib><creatorcontrib>Schlosser, Paul M.</creatorcontrib><creatorcontrib>Kalisak, Darin</creatorcontrib><creatorcontrib>Preston, Julian</creatorcontrib><creatorcontrib>Miller, Frederick J.</creatorcontrib><title>Human Respiratory Tract Cancer Risks of Inhaled Formaldehyde: Dose-Response Predictions Derived From Biologically-Motivated Computational Modeling of a Combined Rodent and Human Dataset</title><title>Toxicological sciences</title><addtitle>Toxicol. Sci</addtitle><description>Formaldehyde inhalation at 6 ppm and above causes nasal squamous cell carcinoma (SCC) in F344 rats. The quantitative implications of the rat tumors for human cancer risk are of interest, since epidemiological studies have provided only equivocal evidence that formaldehyde is a human carcinogen. Conolly et al. (Toxicol. Sci. 75, 432–447, 2003) analyzed the rat tumor dose-response assuming that both DNA-reactive and cytotoxic effects of formaldehyde contribute to SCC development. The key elements of their approach were: (1) use of a three-dimensional computer reconstruction of the rat nasal passages and computational fluid dynamics (CFD) modeling to predict regional dosimetry of formaldehyde; (2) association of the flux of formaldehyde into the nasal mucosa, as predicted by the CFD model, with formation of DNA–protein cross-links (DPX) and with cytolethality/regenerative cellular proliferation (CRCP); and (3) use of a two-stage clonal growth model to link DPX and CRCP with tumor formation. With this structure, the prediction of the tumor dose response was extremely sensitive to cell kinetics. The raw dose-response data for CRCP are J-shaped, and use of these data led to a predicted J-shaped dose response for tumors, notwithstanding a concurrent low-dose-linear, directly mutagenic effect of formaldehyde mediated by DPX. In the present work the modeling approach used by Conolly et al. (ibid.) was extended to humans. Regional dosimetry predictions for the entire respiratory tract were obtained by merging a three-dimensional CFD model for the human nose with a one-dimensional typical path model for the lower respiratory tract. In other respects, the human model was structurally identical to the rat model. The predicted human dose response for DPX was obtained by scale-up of a computational model for DPX calibrated against rat and rhesus monkey data. The rat dose response for CRCP was used “as is” for the human model, since no preferable alternative was identified. Three sets of baseline parameter values for the human clonal growth model were obtained through separate calibrations against respiratory tract cancer incidence data for nonsmokers, smokers, and a mixed population of nonsmokers and smokers, respectively. Additional risks of respiratory tract cancer were predicted to be negative up to about one ppm for all three cases when the raw CRCP data from the rat were used. When a hockey-stick-shaped model was fit to the rat CRCP data and used in place of the raw data, positive maximum likelihood estimates (MLE) of additional risk were obtained. These MLE estimates were lower, for some comparisons by as much as 1,000-fold, than MLE estimates from previous cancer dose-response assessments for formaldehyde. Breathing rate variations associated with different physical activity levels did not make large changes in predicted additional risks. In summary, this analysis of the human implications of the rat SCC data indicates that (1) cancer risks associated with inhaled formaldehyde are de minimis (10−6 or less) at relevant human exposure levels, and (2) protection from the noncancer effects of formaldehyde should be sufficient to protect from its potential carcinogenic effects.</description><subject>Animals</subject><subject>Carcinogens - administration & dosage</subject><subject>Carcinogens - classification</subject><subject>Carcinogens - toxicity</subject><subject>Carcinoma, Squamous Cell - chemically induced</subject><subject>Carcinoma, Squamous Cell - pathology</subject><subject>clonal growth</subject><subject>Computational Biology - methods</subject><subject>computational modeling</subject><subject>DNA-protein cross-links</subject><subject>dose-response</subject><subject>Dose-Response Relationship, Drug</subject><subject>dosimetry</subject><subject>formaldehyde</subject><subject>Formaldehyde - administration & dosage</subject><subject>Formaldehyde - classification</subject><subject>Formaldehyde - toxicity</subject><subject>human cancer risk</subject><subject>Humans</subject><subject>Inhalation Exposure</subject><subject>Likelihood Functions</subject><subject>Macaca mulatta</subject><subject>Models, Biological</subject><subject>Nose Neoplasms - chemically induced</subject><subject>Nose Neoplasms - pathology</subject><subject>Rats</subject><subject>Rats, Inbred F344</subject><subject>regenerative cellular proliferation</subject><subject>risk assessment</subject><subject>Risk Assessment - statistics & numerical data</subject><issn>1096-6080</issn><issn>1096-0929</issn><issn>1096-0929</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2004</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpFkUFvEzEQhVeIipbCkSvyidu2drzrxNxo0pCWVqCoSIiLNesdNybedWp7q-an9d91VxvRk8fzvnkz0suyT4yeMSr5efJPUdvzrdlMJvxNdtI3RU7lRL491ILO6HH2PsZ_lDImqHyXHbNyUha8YCfZ86proCVrjDsbIPmwJ3cBdCJzaDUGsrZxG4k35KrdgMOaLH1owNW42df4lSx8xHwY9m1E8itgbXWy_YcsMNjHgQ--IRfWO39vNTi3z299so-Qem3um12XYBgAR259jc6298M2GLTKtj207tttItDWZLx1AQkipg_ZkQEX8ePhPc1-Ly_v5qv85uf3q_m3m1wXgqdcmooBNSVFUzDAUtbM6AKEFJzrqagklQxhpiUvNUIxk9xUhnMoqcSq0hU_zb6MvrvgHzqMSTU2anQOWvRdVGxGheBM9GA-gjr4GAMatQu2gbBXjKohKzVmpcasev7zwbirGqxf6UM4r4Y2Jnz6r0PYKjHl01Kt_vxVy4uC8-sfhZL8Ben3pZQ</recordid><startdate>20041101</startdate><enddate>20041101</enddate><creator>Conolly, Rory B.</creator><creator>Kimbell, Julia S.</creator><creator>Janszen, Derek</creator><creator>Schlosser, Paul M.</creator><creator>Kalisak, Darin</creator><creator>Preston, Julian</creator><creator>Miller, Frederick J.</creator><general>Oxford University Press</general><scope>BSCLL</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>7U7</scope><scope>C1K</scope></search><sort><creationdate>20041101</creationdate><title>Human Respiratory Tract Cancer Risks of Inhaled Formaldehyde: Dose-Response Predictions Derived From Biologically-Motivated Computational Modeling of a Combined Rodent and Human Dataset</title><author>Conolly, Rory B. ; Kimbell, Julia S. ; Janszen, Derek ; Schlosser, Paul M. ; Kalisak, Darin ; Preston, Julian ; Miller, Frederick J.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c463t-9fb1a0f50ef41ae59d1fc4a69633c76b9091ea8c935cea4893fbf33a509ebbcb3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2004</creationdate><topic>Animals</topic><topic>Carcinogens - administration & dosage</topic><topic>Carcinogens - classification</topic><topic>Carcinogens - toxicity</topic><topic>Carcinoma, Squamous Cell - chemically induced</topic><topic>Carcinoma, Squamous Cell - pathology</topic><topic>clonal growth</topic><topic>Computational Biology - methods</topic><topic>computational modeling</topic><topic>DNA-protein cross-links</topic><topic>dose-response</topic><topic>Dose-Response Relationship, Drug</topic><topic>dosimetry</topic><topic>formaldehyde</topic><topic>Formaldehyde - administration & dosage</topic><topic>Formaldehyde - classification</topic><topic>Formaldehyde - toxicity</topic><topic>human cancer risk</topic><topic>Humans</topic><topic>Inhalation Exposure</topic><topic>Likelihood Functions</topic><topic>Macaca mulatta</topic><topic>Models, Biological</topic><topic>Nose Neoplasms - chemically induced</topic><topic>Nose Neoplasms - pathology</topic><topic>Rats</topic><topic>Rats, Inbred F344</topic><topic>regenerative cellular proliferation</topic><topic>risk assessment</topic><topic>Risk Assessment - statistics & numerical data</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Conolly, Rory B.</creatorcontrib><creatorcontrib>Kimbell, Julia S.</creatorcontrib><creatorcontrib>Janszen, Derek</creatorcontrib><creatorcontrib>Schlosser, Paul M.</creatorcontrib><creatorcontrib>Kalisak, Darin</creatorcontrib><creatorcontrib>Preston, Julian</creatorcontrib><creatorcontrib>Miller, Frederick J.</creatorcontrib><collection>Istex</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Toxicology Abstracts</collection><collection>Environmental Sciences and Pollution Management</collection><jtitle>Toxicological sciences</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Conolly, Rory B.</au><au>Kimbell, Julia S.</au><au>Janszen, Derek</au><au>Schlosser, Paul M.</au><au>Kalisak, Darin</au><au>Preston, Julian</au><au>Miller, Frederick J.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Human Respiratory Tract Cancer Risks of Inhaled Formaldehyde: Dose-Response Predictions Derived From Biologically-Motivated Computational Modeling of a Combined Rodent and Human Dataset</atitle><jtitle>Toxicological sciences</jtitle><addtitle>Toxicol. Sci</addtitle><date>2004-11-01</date><risdate>2004</risdate><volume>82</volume><issue>1</issue><spage>279</spage><epage>296</epage><pages>279-296</pages><issn>1096-6080</issn><issn>1096-0929</issn><eissn>1096-0929</eissn><abstract>Formaldehyde inhalation at 6 ppm and above causes nasal squamous cell carcinoma (SCC) in F344 rats. The quantitative implications of the rat tumors for human cancer risk are of interest, since epidemiological studies have provided only equivocal evidence that formaldehyde is a human carcinogen. Conolly et al. (Toxicol. Sci. 75, 432–447, 2003) analyzed the rat tumor dose-response assuming that both DNA-reactive and cytotoxic effects of formaldehyde contribute to SCC development. The key elements of their approach were: (1) use of a three-dimensional computer reconstruction of the rat nasal passages and computational fluid dynamics (CFD) modeling to predict regional dosimetry of formaldehyde; (2) association of the flux of formaldehyde into the nasal mucosa, as predicted by the CFD model, with formation of DNA–protein cross-links (DPX) and with cytolethality/regenerative cellular proliferation (CRCP); and (3) use of a two-stage clonal growth model to link DPX and CRCP with tumor formation. With this structure, the prediction of the tumor dose response was extremely sensitive to cell kinetics. The raw dose-response data for CRCP are J-shaped, and use of these data led to a predicted J-shaped dose response for tumors, notwithstanding a concurrent low-dose-linear, directly mutagenic effect of formaldehyde mediated by DPX. In the present work the modeling approach used by Conolly et al. (ibid.) was extended to humans. Regional dosimetry predictions for the entire respiratory tract were obtained by merging a three-dimensional CFD model for the human nose with a one-dimensional typical path model for the lower respiratory tract. In other respects, the human model was structurally identical to the rat model. The predicted human dose response for DPX was obtained by scale-up of a computational model for DPX calibrated against rat and rhesus monkey data. The rat dose response for CRCP was used “as is” for the human model, since no preferable alternative was identified. Three sets of baseline parameter values for the human clonal growth model were obtained through separate calibrations against respiratory tract cancer incidence data for nonsmokers, smokers, and a mixed population of nonsmokers and smokers, respectively. Additional risks of respiratory tract cancer were predicted to be negative up to about one ppm for all three cases when the raw CRCP data from the rat were used. When a hockey-stick-shaped model was fit to the rat CRCP data and used in place of the raw data, positive maximum likelihood estimates (MLE) of additional risk were obtained. These MLE estimates were lower, for some comparisons by as much as 1,000-fold, than MLE estimates from previous cancer dose-response assessments for formaldehyde. Breathing rate variations associated with different physical activity levels did not make large changes in predicted additional risks. In summary, this analysis of the human implications of the rat SCC data indicates that (1) cancer risks associated with inhaled formaldehyde are de minimis (10−6 or less) at relevant human exposure levels, and (2) protection from the noncancer effects of formaldehyde should be sufficient to protect from its potential carcinogenic effects.</abstract><cop>United States</cop><pub>Oxford University Press</pub><pmid>15254341</pmid><doi>10.1093/toxsci/kfh223</doi><tpages>18</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Animals Carcinogens - administration & dosage Carcinogens - classification Carcinogens - toxicity Carcinoma, Squamous Cell - chemically induced Carcinoma, Squamous Cell - pathology clonal growth Computational Biology - methods computational modeling DNA-protein cross-links dose-response Dose-Response Relationship, Drug dosimetry formaldehyde Formaldehyde - administration & dosage Formaldehyde - classification Formaldehyde - toxicity human cancer risk Humans Inhalation Exposure Likelihood Functions Macaca mulatta Models, Biological Nose Neoplasms - chemically induced Nose Neoplasms - pathology Rats Rats, Inbred F344 regenerative cellular proliferation risk assessment Risk Assessment - statistics & numerical data |
title | Human Respiratory Tract Cancer Risks of Inhaled Formaldehyde: Dose-Response Predictions Derived From Biologically-Motivated Computational Modeling of a Combined Rodent and Human Dataset |
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