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Published in: BMC Public Health 1/2015

Open Access 01-12-2015 | Research article

Total Exposure Study Analysis consortium: a cross-sectional study of tobacco exposures

Authors: Andrew W. Bergen, Ruth Krasnow, Harold S. Javitz, Gary E. Swan, Ming D. Li, James W. Baurley, Xiangning Chen, Lenn Murrelle, Barbara Zedler

Published in: BMC Public Health | Issue 1/2015

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Abstract

Background

The Total Exposure Study was a stratified, multi-center, cross-sectional study designed to estimate levels of biomarkers of tobacco-specific and non-specific exposure and of potential harm in U.S. adult current cigarette smokers (≥one manufactured cigarette per day over the last year) and tobacco product non-users (no smoking or use of any nicotine containing products over the last 5 years). The study was designed and sponsored by a tobacco company and implemented by contract research organizations in 2002–2003. Multiple analyses of smoking behavior, demographics, and biomarkers were performed. Study data and banked biospecimens were transferred from the sponsor to the Virginia Tobacco and Health Research Repository in 2010, and then to SRI International in 2012, for independent analysis and dissemination.

Methods

We analyzed biomarker distributions overall, and by biospecimen availability, for comparison with existing studies, and to evaluate generalizability to the entire sample. We calculated genome-wide statistical power for a priori hypotheses. We performed clinical chemistries, nucleic acid extractions and genotyping, and report correlation and quality control metrics.

Results

Vital signs, clinical chemistries, and laboratory measures of tobacco specific and non-specific toxicants are available from 3585 current cigarette smokers, and 1077 non-users. Peripheral blood mononuclear cells, red blood cells, plasma and 24-h urine biospecimens are available from 3073 participants (2355 smokers and 719 non-users). In multivariate analysis, participants with banked biospecimens were significantly more likely to self-identify as White, to be older, to have increased total nicotine equivalents per cigarette, decreased serum cotinine, and increased forced vital capacity, compared to participants without. Effect sizes were small (Cohen’s d-values ≤ 0.11). Power for a priori hypotheses was 57 % in non-Hispanic Black (N = 340), and 96 % in non-Hispanic White (N = 1840), smokers. All DNA samples had genotype completion rates ≥97.5 %; 68 % of RNA samples yielded RIN scores ≥6.0.

Conclusions

Total Exposure Study clinical and laboratory assessments and biospecimens comprise a unique resource for cigarette smoke health effects research. The Total Exposure Study Analysis Consortium seeks to perform molecular studies in multiple domains and will share data and analytic results in public repositories and the peer-reviewed literature. Data and banked biospecimens are available for independent or collaborative research.
Appendix
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Literature
1.
go back to reference Amended final research protocol a multi-center study to determine the exposure of adult u s. smokers to cigarette smoke Philip Morris USA Clinical Evaluation Study No TESMC/01/02 WSA Project No PM-1337 Covance CRU Study No 12226–8451. 2002. [http://legacy.library.ucsf.edu/tid/odj30i00]. Accessed 13 Aug 2013. Amended final research protocol a multi-center study to determine the exposure of adult u s. smokers to cigarette smoke Philip Morris USA Clinical Evaluation Study No TESMC/01/02 WSA Project No PM-1337 Covance CRU Study No 12226–8451. 2002. [http://​legacy.​library.​ucsf.​edu/​tid/​odj30i00]. Accessed 13 Aug 2013.
2.
go back to reference Roethig HJ, Munjal S, Feng S, Liang Q, Sarkar M, Walk RA, et al. Population estimates for biomarkers of exposure to cigarette smoke in adult U.S. cigarette smokers. Nicotine Tob Res. 2009;11(10):1216–25.CrossRefPubMed Roethig HJ, Munjal S, Feng S, Liang Q, Sarkar M, Walk RA, et al. Population estimates for biomarkers of exposure to cigarette smoke in adult U.S. cigarette smokers. Nicotine Tob Res. 2009;11(10):1216–25.CrossRefPubMed
3.
go back to reference Frost-Pineda K, Liang Q, Liu J, Rimmer L, Jin Y, Feng S, et al. Biomarkers of potential harm among adult smokers and nonsmokers in the total exposure study. Nicotine Tob Res. 2011;13(3):182–93.CrossRefPubMed Frost-Pineda K, Liang Q, Liu J, Rimmer L, Jin Y, Feng S, et al. Biomarkers of potential harm among adult smokers and nonsmokers in the total exposure study. Nicotine Tob Res. 2011;13(3):182–93.CrossRefPubMed
4.
go back to reference Cancer Genome Atlas Research N. Comprehensive genomic characterization of squamous cell lung cancers. Nature. 2012;489(7417):519–25.CrossRef Cancer Genome Atlas Research N. Comprehensive genomic characterization of squamous cell lung cancers. Nature. 2012;489(7417):519–25.CrossRef
7.
go back to reference Gauderman WJ, Morrison JM: QUANTO: A computer program for power and sample size calculations for genetic-epidemiology studies. In., 1.2 edn; 2006. Gauderman WJ, Morrison JM: QUANTO: A computer program for power and sample size calculations for genetic-epidemiology studies. In., 1.2 edn; 2006.
8.
go back to reference Zedler BK, Kinser R, Oey J, Nelson B, Roethig HJ, Walk RA, et al. Biomarkers of exposure and potential harm in adult smokers of 3–7 mg tar yield (Federal Trade Commission) cigarettes and in adult non-smokers. Biomarkers. 2006;11(3):201–20.CrossRefPubMed Zedler BK, Kinser R, Oey J, Nelson B, Roethig HJ, Walk RA, et al. Biomarkers of exposure and potential harm in adult smokers of 3–7 mg tar yield (Federal Trade Commission) cigarettes and in adult non-smokers. Biomarkers. 2006;11(3):201–20.CrossRefPubMed
9.
go back to reference Mendes P, Liang Q, Frost-Pineda K, Munjal S, Walk RA, Roethig HJ. The relationship between smoking machine derived tar yields and biomarkers of exposure in adult cigarette smokers in the US. Regul Toxicol Pharmacol. 2009;55(1):17–27.CrossRefPubMed Mendes P, Liang Q, Frost-Pineda K, Munjal S, Walk RA, Roethig HJ. The relationship between smoking machine derived tar yields and biomarkers of exposure in adult cigarette smokers in the US. Regul Toxicol Pharmacol. 2009;55(1):17–27.CrossRefPubMed
10.
go back to reference Wang J, Roethig HJ, Appleton S, Werley M, Muhammad-Kah R, Mendes P. The effect of menthol containing cigarettes on adult smokers’ exposure to nicotine and carbon monoxide. Regul Toxicol Pharmacol. 2010;57(1):24–30.CrossRefPubMed Wang J, Roethig HJ, Appleton S, Werley M, Muhammad-Kah R, Mendes P. The effect of menthol containing cigarettes on adult smokers’ exposure to nicotine and carbon monoxide. Regul Toxicol Pharmacol. 2010;57(1):24–30.CrossRefPubMed
11.
go back to reference Warner JH, Liang Q, Sarkar M, Mendes PE, Roethig HJ. Adaptive regression modeling of biomarkers of potential harm in a population of U.S. adult cigarette smokers and nonsmokers. BMC Med Res Methodol. 2010;10:19.CrossRefPubMedPubMedCentral Warner JH, Liang Q, Sarkar M, Mendes PE, Roethig HJ. Adaptive regression modeling of biomarkers of potential harm in a population of U.S. adult cigarette smokers and nonsmokers. BMC Med Res Methodol. 2010;10:19.CrossRefPubMedPubMedCentral
12.
go back to reference Muhammad-Kah R, Liang Q, Frost-Pineda K, Mendes PE, Roethig HJ, Sarkar M. Factors affecting exposure to nicotine and carbon monoxide in adult cigarette smokers. Regul Toxicol Pharmacol. 2011;61(1):129–36.CrossRefPubMed Muhammad-Kah R, Liang Q, Frost-Pineda K, Mendes PE, Roethig HJ, Sarkar M. Factors affecting exposure to nicotine and carbon monoxide in adult cigarette smokers. Regul Toxicol Pharmacol. 2011;61(1):129–36.CrossRefPubMed
13.
go back to reference Muhammad-Kah RS, Hayden AD, Liang Q, Frost-Pineda K, Sarkar M. The relationship between nicotine dependence scores and biomarkers of exposure in adult cigarette smokers. Regul Toxicol Pharmacol. 2011;60(1):79–83.CrossRefPubMed Muhammad-Kah RS, Hayden AD, Liang Q, Frost-Pineda K, Sarkar M. The relationship between nicotine dependence scores and biomarkers of exposure in adult cigarette smokers. Regul Toxicol Pharmacol. 2011;60(1):79–83.CrossRefPubMed
14.
go back to reference Liu J, Liang Q, Frost-Pineda K, Muhammad-Kah R, Rimmer L, Roethig H, et al. Relationship between biomarkers of cigarette smoke exposure and biomarkers of inflammation, oxidative stress, and platelet activation in adult cigarette smokers. Cancer Epidemiol Biomarkers Prev. 2011;20(8):1760–9.CrossRefPubMed Liu J, Liang Q, Frost-Pineda K, Muhammad-Kah R, Rimmer L, Roethig H, et al. Relationship between biomarkers of cigarette smoke exposure and biomarkers of inflammation, oxidative stress, and platelet activation in adult cigarette smokers. Cancer Epidemiol Biomarkers Prev. 2011;20(8):1760–9.CrossRefPubMed
15.
go back to reference Sarkar M, Wang J, Liang Q. Metabolism of Nicotine and 4-(methylnitrosamino)-l-(3-pyridyl)-lbutanone (NNK) in menthol and non-menthol cigarette smokers. Drug Metabolism Letters. 2012;6(3):198–206.CrossRefPubMed Sarkar M, Wang J, Liang Q. Metabolism of Nicotine and 4-(methylnitrosamino)-l-(3-pyridyl)-lbutanone (NNK) in menthol and non-menthol cigarette smokers. Drug Metabolism Letters. 2012;6(3):198–206.CrossRefPubMed
16.
go back to reference Frost-Pineda K, Muhammad-Kah R, Rimmer L, Liang Q. Predictors, indicators, and validated measures of dependence in menthol smokers. J Addict Dis. 2014;33(2):94–113.CrossRefPubMedPubMedCentral Frost-Pineda K, Muhammad-Kah R, Rimmer L, Liang Q. Predictors, indicators, and validated measures of dependence in menthol smokers. J Addict Dis. 2014;33(2):94–113.CrossRefPubMedPubMedCentral
17.
go back to reference Centers for Disease C, Prevention. Prevention: Methodologic changes in the Behavioral Risk Factor Surveillance System in 2011 and potential effects on prevalence estimates. MMWR Morb Mortal Wkly Rep. 2012;61(22):410–3. Centers for Disease C, Prevention. Prevention: Methodologic changes in the Behavioral Risk Factor Surveillance System in 2011 and potential effects on prevalence estimates. MMWR Morb Mortal Wkly Rep. 2012;61(22):410–3.
18.
go back to reference Lee DJ, Messiah A. Population biomarker estimates and tobacco exposure: comment on the article by Roethig et al. Nicotine Tob Res. 2010;12(5):540. author reply 541–542.CrossRefPubMed Lee DJ, Messiah A. Population biomarker estimates and tobacco exposure: comment on the article by Roethig et al. Nicotine Tob Res. 2010;12(5):540. author reply 541–542.CrossRefPubMed
19.
go back to reference Sarkar M, Liang Q. Explanation of the design of the total exposure study. Nicotine Tob Res. 2010;12(5):541–2.CrossRef Sarkar M, Liang Q. Explanation of the design of the total exposure study. Nicotine Tob Res. 2010;12(5):541–2.CrossRef
20.
go back to reference Jain RB, Bernert JT. Effect of body mass index and total blood volume on serum cotinine levels among cigarette smokers: NHANES 1999–2008. Clin Chim Acta. 2010;411(15–16):1063–8.CrossRefPubMed Jain RB, Bernert JT. Effect of body mass index and total blood volume on serum cotinine levels among cigarette smokers: NHANES 1999–2008. Clin Chim Acta. 2010;411(15–16):1063–8.CrossRefPubMed
21.
go back to reference Muscat JE, Djordjevic MV, Colosimo S, Stellman SD, Richie Jr JP. Racial differences in exposure and glucuronidation of the tobacco-specific carcinogen 4-(methylnitrosamino)-1-(3-pyridyl)-1-butanone (NNK). Cancer. 2005;103(7):1420–6.CrossRefPubMed Muscat JE, Djordjevic MV, Colosimo S, Stellman SD, Richie Jr JP. Racial differences in exposure and glucuronidation of the tobacco-specific carcinogen 4-(methylnitrosamino)-1-(3-pyridyl)-1-butanone (NNK). Cancer. 2005;103(7):1420–6.CrossRefPubMed
22.
go back to reference Rostron B. NNAL exposure by race and menthol cigarette use among U.S. smokers. Nicotine Tob Res. 2013;15(5):950–6.CrossRefPubMed Rostron B. NNAL exposure by race and menthol cigarette use among U.S. smokers. Nicotine Tob Res. 2013;15(5):950–6.CrossRefPubMed
23.
go back to reference Benowitz NL, Perez-Stable EJ, Fong I, Modin G, Herrera B, Jacob 3rd P. Ethnic differences in N-glucuronidation of nicotine and cotinine. J Pharmacol Exp Ther. 1999;291(3):1196–203.PubMed Benowitz NL, Perez-Stable EJ, Fong I, Modin G, Herrera B, Jacob 3rd P. Ethnic differences in N-glucuronidation of nicotine and cotinine. J Pharmacol Exp Ther. 1999;291(3):1196–203.PubMed
24.
go back to reference Perez-Stable EJ, Herrera B, Jacob 3rd P, Benowitz NL. Nicotine metabolism and intake in black and white smokers. JAMA. 1998;280(2):152–6.CrossRefPubMed Perez-Stable EJ, Herrera B, Jacob 3rd P, Benowitz NL. Nicotine metabolism and intake in black and white smokers. JAMA. 1998;280(2):152–6.CrossRefPubMed
31.
go back to reference Hochberg Y, Benjamini Y. More powerful procedures for multiple significance testing. Stat Med. 1990;9(7):811–8.CrossRefPubMed Hochberg Y, Benjamini Y. More powerful procedures for multiple significance testing. Stat Med. 1990;9(7):811–8.CrossRefPubMed
32.
go back to reference Bosse R, Sparrow D, Garvey AJ, Costa Jr PT, Weiss ST, Rowe JW. Cigarette smoking, aging, and decline in pulmonary function: A longitudinal study. Arch Environ Health. 1980;35(4):247–52.PubMed Bosse R, Sparrow D, Garvey AJ, Costa Jr PT, Weiss ST, Rowe JW. Cigarette smoking, aging, and decline in pulmonary function: A longitudinal study. Arch Environ Health. 1980;35(4):247–52.PubMed
33.
go back to reference Van Sickle D, Magzamen S, Mullahy J. Understanding socioeconomic and racial differences in adult lung function. Am J Respir Crit Care Med. 2011;184(5):521–7.CrossRefPubMed Van Sickle D, Magzamen S, Mullahy J. Understanding socioeconomic and racial differences in adult lung function. Am J Respir Crit Care Med. 2011;184(5):521–7.CrossRefPubMed
34.
go back to reference Carfray A, Patel K, Whitaker P, Garrick P, Griffiths GJ, Warwick GL. Albumin as an outcome measure in haemodialysis in patients: the effect of variation in assay method. Nephrol Dial Transplant. 2000;15(11):1819–22.CrossRefPubMed Carfray A, Patel K, Whitaker P, Garrick P, Griffiths GJ, Warwick GL. Albumin as an outcome measure in haemodialysis in patients: the effect of variation in assay method. Nephrol Dial Transplant. 2000;15(11):1819–22.CrossRefPubMed
36.
go back to reference Hamidovic A, Goodloe RJ, Bergen AW, Benowitz NL, Styn MA, Kasberger JL, et al. Gene-centric analysis of serum cotinine levels in African and European American populations. Neuropsychopharmacology. 2012;37(4):968–74.CrossRefPubMed Hamidovic A, Goodloe RJ, Bergen AW, Benowitz NL, Styn MA, Kasberger JL, et al. Gene-centric analysis of serum cotinine levels in African and European American populations. Neuropsychopharmacology. 2012;37(4):968–74.CrossRefPubMed
37.
go back to reference International HapMap C. The International HapMap Project. Nature. 2003;426(6968):789–96.CrossRef International HapMap C. The International HapMap Project. Nature. 2003;426(6968):789–96.CrossRef
38.
go back to reference Thorgeirsson TE, Geller F, Sulem P, Rafnar T, Wiste A, Magnusson KP, et al. A variant associated with nicotine dependence, lung cancer and peripheral arterial disease. Nature. 2008;452(7187):638–42.CrossRefPubMedPubMedCentral Thorgeirsson TE, Geller F, Sulem P, Rafnar T, Wiste A, Magnusson KP, et al. A variant associated with nicotine dependence, lung cancer and peripheral arterial disease. Nature. 2008;452(7187):638–42.CrossRefPubMedPubMedCentral
39.
go back to reference Munafo MR, Timofeeva MN, Morris RW, Prieto-Merino D, Sattar N, Brennan P, et al. Association between genetic variants on chromosome 15q25 locus and objective measures of tobacco exposure. J Natl Cancer Inst. 2012;104(10):740–8.CrossRefPubMedPubMedCentral Munafo MR, Timofeeva MN, Morris RW, Prieto-Merino D, Sattar N, Brennan P, et al. Association between genetic variants on chromosome 15q25 locus and objective measures of tobacco exposure. J Natl Cancer Inst. 2012;104(10):740–8.CrossRefPubMedPubMedCentral
40.
go back to reference Phillips NR, Sprouse ML, Roby RK. Simultaneous quantification of mitochondrial DNA copy number and deletion ratio: a multiplex real-time PCR assay. Scientific Reports. 2014;4:3887.CrossRefPubMedPubMedCentral Phillips NR, Sprouse ML, Roby RK. Simultaneous quantification of mitochondrial DNA copy number and deletion ratio: a multiplex real-time PCR assay. Scientific Reports. 2014;4:3887.CrossRefPubMedPubMedCentral
41.
go back to reference Ballinger SW, Bouder TG, Davis GS, Judice SA, Nicklas JA, Albertini RJ. Mitochondrial genome damage associated with cigarette smoking. Cancer Res. 1996;56(24):5692–7.PubMed Ballinger SW, Bouder TG, Davis GS, Judice SA, Nicklas JA, Albertini RJ. Mitochondrial genome damage associated with cigarette smoking. Cancer Res. 1996;56(24):5692–7.PubMed
42.
go back to reference Masayesva BG, Mambo E, Taylor RJ, Goloubeva OG, Zhou S, Cohen Y, et al. Mitochondrial DNA content increase in response to cigarette smoking. Cancer Epidemiol Biomarkers Prev. 2006;15(1):19–24.CrossRefPubMed Masayesva BG, Mambo E, Taylor RJ, Goloubeva OG, Zhou S, Cohen Y, et al. Mitochondrial DNA content increase in response to cigarette smoking. Cancer Epidemiol Biomarkers Prev. 2006;15(1):19–24.CrossRefPubMed
43.
go back to reference Zeilinger S, Kuhnel B, Klopp N, Baurecht H, Kleinschmidt A, Gieger C, et al. Tobacco smoking leads to extensive genome-wide changes in DNA methylation. PLoS One. 2013;8(5):e63812.CrossRefPubMedPubMedCentral Zeilinger S, Kuhnel B, Klopp N, Baurecht H, Kleinschmidt A, Gieger C, et al. Tobacco smoking leads to extensive genome-wide changes in DNA methylation. PLoS One. 2013;8(5):e63812.CrossRefPubMedPubMedCentral
44.
go back to reference Shenker NS, Polidoro S, van Veldhoven K, Sacerdote C, Ricceri F, Birrell MA, et al. Epigenome-wide association study in the European Prospective Investigation into Cancer and Nutrition (EPIC-Turin) identifies novel genetic loci associated with smoking. Hum Mol Genet. 2013;22(5):843–51.CrossRefPubMed Shenker NS, Polidoro S, van Veldhoven K, Sacerdote C, Ricceri F, Birrell MA, et al. Epigenome-wide association study in the European Prospective Investigation into Cancer and Nutrition (EPIC-Turin) identifies novel genetic loci associated with smoking. Hum Mol Genet. 2013;22(5):843–51.CrossRefPubMed
45.
go back to reference Verdugo RA, Zeller T, Rotival M, Wild PS, Munzel T, Lackner KJ, et al. Graphical modeling of gene expression in monocytes suggests molecular mechanisms explaining increased atherosclerosis in smokers. PLoS One. 2013;8(1):e50888.CrossRefPubMedPubMedCentral Verdugo RA, Zeller T, Rotival M, Wild PS, Munzel T, Lackner KJ, et al. Graphical modeling of gene expression in monocytes suggests molecular mechanisms explaining increased atherosclerosis in smokers. PLoS One. 2013;8(1):e50888.CrossRefPubMedPubMedCentral
46.
go back to reference Bortner Jr JD, Richie Jr JP, Das A, Liao J, Umstead TM, Stanley A, et al. Proteomic profiling of human plasma by iTRAQ reveals down-regulation of ITI-HC3 and VDBP by cigarette smoking. J Proteome Res. 2011;10(3):1151–9.CrossRefPubMed Bortner Jr JD, Richie Jr JP, Das A, Liao J, Umstead TM, Stanley A, et al. Proteomic profiling of human plasma by iTRAQ reveals down-regulation of ITI-HC3 and VDBP by cigarette smoking. J Proteome Res. 2011;10(3):1151–9.CrossRefPubMed
47.
go back to reference Airoldi L, Magagnotti C, Iannuzzi AR, Marelli C, Bagnati R, Pastorelli R, et al. Effects of cigarette smoking on the human urinary proteome. Biochem Biophys Res Commun. 2009;381(3):397–402.CrossRefPubMed Airoldi L, Magagnotti C, Iannuzzi AR, Marelli C, Bagnati R, Pastorelli R, et al. Effects of cigarette smoking on the human urinary proteome. Biochem Biophys Res Commun. 2009;381(3):397–402.CrossRefPubMed
48.
go back to reference Hsu PC, Zhou B, Zhao Y, Ressom HW, Cheema AK, Pickworth W, et al. Feasibility of identifying the tobacco-related global metabolome in blood by UPLC-QTOF-MS. J Proteome Res. 2013;12(2):679–91.CrossRefPubMed Hsu PC, Zhou B, Zhao Y, Ressom HW, Cheema AK, Pickworth W, et al. Feasibility of identifying the tobacco-related global metabolome in blood by UPLC-QTOF-MS. J Proteome Res. 2013;12(2):679–91.CrossRefPubMed
49.
go back to reference Benowitz NL, Hukkanen J, Jacob P. Nicotine chemistry, metabolism, kinetics and biomarkers. Handb Exp Pharmacol. 2009;192:29–60.CrossRef Benowitz NL, Hukkanen J, Jacob P. Nicotine chemistry, metabolism, kinetics and biomarkers. Handb Exp Pharmacol. 2009;192:29–60.CrossRef
50.
go back to reference McGuffey JE, Wei B, Bernert JT, Morrow JC, Xia B, Wang L, et al. Validation of a LC-MS/MS Method for Quantifying Urinary Nicotine, Six Nicotine Metabolites and the Minor Tobacco Alkaloids-Anatabine and Anabasine-in Smokers’ Urine. PLoS One. 2014;9(7):e101816.CrossRefPubMedPubMedCentral McGuffey JE, Wei B, Bernert JT, Morrow JC, Xia B, Wang L, et al. Validation of a LC-MS/MS Method for Quantifying Urinary Nicotine, Six Nicotine Metabolites and the Minor Tobacco Alkaloids-Anatabine and Anabasine-in Smokers’ Urine. PLoS One. 2014;9(7):e101816.CrossRefPubMedPubMedCentral
53.
go back to reference Timofeeva MN, McKay JD, Smith GD, Johansson M, Byrnes GB, Chabrier A, et al. Genetic polymorphisms in 15q25 and 19q13 loci, cotinine levels, and risk of lung cancer in EPIC. Cancer Epidemiol Biomarkers Prev. 2011;20(10):2250–61.CrossRefPubMed Timofeeva MN, McKay JD, Smith GD, Johansson M, Byrnes GB, Chabrier A, et al. Genetic polymorphisms in 15q25 and 19q13 loci, cotinine levels, and risk of lung cancer in EPIC. Cancer Epidemiol Biomarkers Prev. 2011;20(10):2250–61.CrossRefPubMed
54.
go back to reference Keskitalo-Vuokko K, Pitkaniemi J, Broms U, Heliovaara M, Aromaa A, Perola M, et al. Associations of nicotine intake measures with CHRN genes in Finnish smokers. Nicotine Tob Res. 2011;13(8):686–90.CrossRefPubMedPubMedCentral Keskitalo-Vuokko K, Pitkaniemi J, Broms U, Heliovaara M, Aromaa A, Perola M, et al. Associations of nicotine intake measures with CHRN genes in Finnish smokers. Nicotine Tob Res. 2011;13(8):686–90.CrossRefPubMedPubMedCentral
55.
go back to reference Le Marchand L, Derby KS, Murphy SE, Hecht SS, Hatsukami D, Carmella SG, et al. Smokers with the CHRNA lung cancer-associated variants are exposed to higher levels of nicotine equivalents and a carcinogenic tobacco-specific nitrosamine. Cancer Res. 2008;68(22):9137–40.CrossRefPubMedPubMedCentral Le Marchand L, Derby KS, Murphy SE, Hecht SS, Hatsukami D, Carmella SG, et al. Smokers with the CHRNA lung cancer-associated variants are exposed to higher levels of nicotine equivalents and a carcinogenic tobacco-specific nitrosamine. Cancer Res. 2008;68(22):9137–40.CrossRefPubMedPubMedCentral
57.
go back to reference Price AL, Patterson NJ, Plenge RM, Weinblatt ME, Shadick NA, Reich D. Principal components analysis corrects for stratification in genome-wide association studies. Nat Genet. 2006;38(8):904–9.CrossRefPubMed Price AL, Patterson NJ, Plenge RM, Weinblatt ME, Shadick NA, Reich D. Principal components analysis corrects for stratification in genome-wide association studies. Nat Genet. 2006;38(8):904–9.CrossRefPubMed
58.
go back to reference McQuillan GM, Porter KS, Agelli M, Kington R. Consent for genetic research in a general population: the NHANES experience. Genet Med. 2003;5(1):35–42.CrossRefPubMed McQuillan GM, Porter KS, Agelli M, Kington R. Consent for genetic research in a general population: the NHANES experience. Genet Med. 2003;5(1):35–42.CrossRefPubMed
59.
go back to reference Mezuk B, Eaton WW, Zandi P. Participant characteristics that influence consent for genetic research in a population-based survey: the Baltimore epidemiologic catchment area follow-up. Community Genetics. 2008;11(3):171–8.PubMedPubMedCentral Mezuk B, Eaton WW, Zandi P. Participant characteristics that influence consent for genetic research in a population-based survey: the Baltimore epidemiologic catchment area follow-up. Community Genetics. 2008;11(3):171–8.PubMedPubMedCentral
62.
go back to reference Tabak LA: Draft NIH Genomic Data Sharing Policy Request for Public Comments. In. Edited by Health NIo, vol. 78. Washington, DC: Federal Register; 2013: 57860–57865. Tabak LA: Draft NIH Genomic Data Sharing Policy Request for Public Comments. In. Edited by Health NIo, vol. 78. Washington, DC: Federal Register; 2013: 57860–57865.
63.
go back to reference Holdren JP: Increasing Access to the Results of Federally Funded Research. In. Edited by Office of Science and Technology Policy EOotP. Washington, D.C.: whitehouse.gov; 2013. Holdren JP: Increasing Access to the Results of Federally Funded Research. In. Edited by Office of Science and Technology Policy EOotP. Washington, D.C.: whitehouse.gov; 2013.
64.
go back to reference Committee IOM: Scientific Standards for Studies on Modified Risk Tobacco Products. In. Washington, DC: National Academies Press; 2012: 350. Committee IOM: Scientific Standards for Studies on Modified Risk Tobacco Products. In. Washington, DC: National Academies Press; 2012: 350.
Metadata
Title
Total Exposure Study Analysis consortium: a cross-sectional study of tobacco exposures
Authors
Andrew W. Bergen
Ruth Krasnow
Harold S. Javitz
Gary E. Swan
Ming D. Li
James W. Baurley
Xiangning Chen
Lenn Murrelle
Barbara Zedler
Publication date
01-12-2015
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2015
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-015-2212-5

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