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Genome-Wide Interaction Analyses between Genetic Variants and Alcohol Consumption and Smoking for Risk of Colorectal Cancer
Gong, Jian; Hutter, Carolyn M; Newcomb, Polly A; Ulrich, Cornelia M; Bien, Stephanie A; Campbell, Peter T; Baron, John A; Berndt, Sonja I; Bezieau, Stephane; Brenner, Hermann; Casey, Graham; Chan, Andrew T; Chang-Claude, Jenny; Du, Mengmeng; Duggan, David; Figueiredo, Jane C; Gallinger, Steven; Giovannucci, Edward L; Haile, Robert W; Harrison, Tabitha A; Hayes, Richard B; Hoffmeister, Michael; Hopper, John L; Hudson, Thomas J; Jeon, Jihyoun; Jenkins, Mark A; Kocarnik, Jonathan; Kury, Sebastien; Le Marchand, Loic; Lin, Yi; Lindor, Noralane M; Nishihara, Reiko; Ogino, Shuji; Potter, John D; Rudolph, Anja; Schoen, Robert E; Schrotz-King, Petra; Seminara, Daniela; Slattery, Martha L; Thibodeau, Stephen N; Thornquist, Mark; Toth, Reka; Wallace, Robert; White, Emily; Jiao, Shuo; Lemire, Mathieu; Hsu, Li; Peters, Ulrike
Genome-wide association studies (GWAS) have identified many genetic susceptibility loci for colorectal cancer (CRC). However, variants in these loci explain only a small proportion of familial aggregation, and there are likely additional variants that are associated with CRC susceptibility. Genome-wide studies of gene-environment interactions may identify variants that are not detected in GWAS of marginal gene effects. To study this, we conducted a genome-wide analysis for interaction between genetic variants and alcohol consumption and cigarette smoking using data from the Colon Cancer Family Registry (CCFR) and the Genetics and Epidemiology of Colorectal Cancer Consortium (GECCO). Interactions were tested using logistic regression. We identified interaction between CRC risk and alcohol consumption and variants in the 9q22.32/HIATL1 (Pinteraction = 1.76x10-8; permuted p-value 3.51x10-8) region. Compared to non-/occasional drinking light to moderate alcohol consumption was associated with a lower risk of colorectal cancer among individuals with rs9409565 CT genotype (OR, 0.82 [95% CI, 0.74-0.91]; P = 2.1x10-4) and TT genotypes (OR,0.62 [95% CI, 0.51-0.75]; P = 1.3x10-6) but not associated among those with the CC genotype (p = 0.059). No genome-wide statistically significant interactions were observed for smoking. If replicated our suggestive finding of a genome-wide significant interaction between genetic variants and alcohol consumption might contribute to understanding colorectal cancer etiology and identifying subpopulations with differential susceptibility to the effect of alcohol on CRC risk.
PMCID:5065124
PMID: 27723779
ISSN: 1553-7404
CID: 2278282
Relationship of pre-diagnostic body mass index with survival after colorectal cancer: Stage-specific associations
Kocarnik, Jonathan M; Chan, Andrew T; Slattery, Martha L; Potter, John D; Meyerhardt, Jeffrey; Phipps, Amanda; Nan, Hongmei; Harrison, Tabitha; Rohan, Thomas E; Qi, Lihong; Hou, Lifang; Caan, Bette; Kroenke, Candyce H; Strickler, Howard; Hayes, Richard B; Schoen, Robert E; Chong, Dawn Q; White, Emily; Berndt, Sonja I; Peters, Ulrike; Newcomb, Polly A
Higher body mass index (BMI) is a well-established risk factor for colorectal cancer (CRC), but is inconsistently associated with CRC survival. In 6 prospective studies participating in the Genetics and Epidemiology of Colorectal Cancer Consortium (GECCO), 2,249 non-Hispanic white CRC cases were followed for a median 4.5 years after diagnosis, during which 777 died, 554 from CRC-related causes. Associations between pre-diagnosis BMI and survival (overall and CRC-specific) were evaluated using Cox regression models adjusted for age at diagnosis, sex, study, and smoking status (current/former/never). The association between BMI category and CRC survival varied by cancer stage at diagnosis (I-IV) for both all-cause (P-interaction=0.03) and CRC-specific mortality (P-interaction=0.04). Compared to normal BMI (18.5-24.9 kg/m2 ), overweight (BMI 25.0-29.9) was associated with increased mortality among those with stage I disease, and decreased mortality among those with stages II-IV disease. Similarly, obesity (BMI >/=30) was associated with increased mortality among those with stages I-II disease, and decreased mortality among those with stages III-IV disease. These results suggest the relationship between BMI and survival after CRC diagnosis differs by stage at diagnosis, and may emphasize the importance of adequate metabolic reserves for colorectal cancer survival in patients with late-stage disease
PMCID:4911284
PMID: 27121247
ISSN: 1097-0215
CID: 2092552
Human oral microbiome and prospective risk for pancreatic cancer: a population based, nested case control study [Meeting Abstract]
Fan, Xiaozhou; Alekseyenko, Alexander V; Wu, Jing; Jacobs, Eric J; Gapstur, Susan M; Purdue, Mark P; Abnet, Christian C; Stolzenberg-Solomon, Rachael; Miller, George; Ravel, Jacque; Hayes, Richard B; Ahn, Jiyoung
ISI:000389940604040
ISSN: 1538-7445
CID: 2674412
Comparison of hematological alterations and markers of B-cell activation in workers exposed to benzene, formaldehyde, and trichloroethylene
Bassig, Bryan A; Zhang, Luoping; Vermeulen, Roel; Tang, Xiaojiang; Li, Guilan; Hu, Wei; Guo, Weihong; Purdue, Mark P; Yin, Songnian; Rappaport, Stephen M; Shen, Min; Ji, Zhiying; Qiu, Chuangyi; Ge, Yichen; Hosgood, H Dean; Reiss, Boris; Wu, Banghua; Xie, Yuxuan; Li, Laiyu; Yue, Fei; Beane Freeman, Laura; Blair, Aaron; Hayes, Richard B; Huang, Hanlin; Smith, Martyn T; Rothman, Nathaniel; Lan, Qing
Benzene, formaldehyde (FA), and trichloroethylene (TCE) are ubiquitous chemicals in workplaces and the general environment. Benzene is an established myeloid leukemogen and probable lymphomagen. FA is classified as a myeloid leukemogen but has not been associated with non-Hodgkin lymphoma (NHL), whereas TCE has been associated with NHL but not myeloid leukemia. Epidemiologic associations between FA and myeloid leukemia, and between benzene, TCE and NHL are, however, still debated. Previously, we showed that these chemicals are associated with hematotoxicity in cross-sectional studies of factory workers in China, which included extensive personal monitoring and biological sample collection. Here, we compare and contrast patterns of hematotoxicity, monosomy 7 in myeloid progenitor cells, and B-cell activation biomarkers across these studies to further evaluate possible mechanisms of action and consistency of effects with observed hematologic cancer risks. Workers exposed to benzene or FA, but not TCE, showed declines in cell types derived from myeloid progenitor cells, including granulocytes and platelets. Alterations in lymphoid cell types, including B-cells and CD4+ T cells, and B-cell activation markers were apparent in workers exposed to benzene or TCE. Given that alterations in myeloid and lymphoid cell types are associated with hematological malignancies, our data provide biologic insight into the epidemiological evidence linking benzene and FA exposure with myeloid leukemia risk, and TCE and benzene exposure with NHL risk.
PMCID:4936387
PMID: 27207665
ISSN: 1460-2180
CID: 2112532
Mouthwash use and cancer of the head and neck: a pooled analysis from the International Head and Neck Cancer Epidemiology Consortium
Boffetta, Paolo; Hayes, Richard B; Sartori, Samantha; Lee, Yuan-Chin A; Muscat, Joshua; Olshan, Andrew; Winn, Deborah M; Castellsague, Xavier; Zhang, Zuo-Feng; Morgenstern, Hal; Chen, Chu; Schwartz, Stephen M; Vaughan, Thomas L; Wunsch-Filho, Victor; Purdue, Mark; Koifman, Sergio; Curado, Maria P; Vilensky, Marta; Gillison, Maura; Fernandez, Leticia; Menezes, Ana; Daudt, Alexander W; Schantz, Stimson; Yu, Guopei; D'Souza, Gypsyamber; Haddad, Robert I; La Vecchia, Carlo; Hashibe, Mia
Most mouthwashes contain alcohol, a known cause of head and neck cancer (oral cavity, pharynx, larynx), likely through the carcinogenic activity of acetaldehyde, formed in the oral cavity from alcohol. We carried out a pooled analysis of 8981 cases of head and neck cancer and 10 090 controls from 12 case-control studies with comparable information on mouthwash use in the International Head and Neck Cancer Epidemiology Consortium. Logistic regression was used to assess the association of mouthwash use with cancers of the oral cavity, oropharynx, hypopharynx, and larynx, adjusting for study, age, sex, pack-years of tobacco smoking, number of alcoholic drinks/day, and education. Compared with never users of mouthwash, the odds ratio (OR) of all head and neck cancers was 1.01 [95% confidence interval (CI): 0.94-1.08] for ever users, based on 12 studies. The corresponding ORs of cancer of the oral cavity and oropharynx were 1.11 (95% CI: 1.00-1.23) and 1.28 (95% CI: 1.06-1.56), respectively. OR for all head and neck cancer was 1.15 (95% CI: 1.01-1.30) for use for more than 35 years, based on seven studies (P for linear trend=0.01), and OR 1.31 (95% CI: 1.09-1.58) for use more than one per day, based on five studies (P for linear trend <0.001). Although limited by the retrospective nature of the study and the limited ability to assess risks of mouthwash use in nonusers of tobacco and alcohol, this large investigation shows potential risks for head and neck cancer subsites and in long-term and frequent users of mouthwash. This pooled analysis provides the most precise estimate of the association between mouthwash use and head and neck cancer.
PMCID:4752930
PMID: 26275006
ISSN: 1473-5709
CID: 1721902
Low frequency of cigarette smoking and the risk of head and neck cancer in the INHANCE consortium pooled analysis
Berthiller, Julien; Straif, Kurt; Agudo, Antonio; Ahrens, Wolfgang; Bezerra Dos Santos, Alexandre; Boccia, Stefania; Cadoni, Gabriella; Canova, Cristina; Castellsague, Xavier; Chen, Chu; Conway, David; Curado, Maria Paula; Dal Maso, Luigino; Daudt, Alexander W; Fabianova, Eleonora; Fernandez, Leticia; Franceschi, Silvia; Fukuyama, Erica E; Hayes, Richard B; Healy, Claire; Herrero, Rolando; Holcatova, Ivana; Kelsey, Karl; Kjaerheim, Kristina; Koifman, Sergio; Lagiou, Pagona; La Vecchia, Carlo; Lazarus, Philip; Levi, Fabio; Lissowska, Jolanta; Macfarlane, Tatiana; Mates, Dana; McClean, Michael; Menezes, Ana; Merletti, Franco; Morgenstern, Hal; Muscat, Joshua; Olshan, Andrew F; Purdue, Mark; Ramroth, Heribert; Rudnai, Peter; Schwartz, Stephen M; Serraino, Diego; Shangina, Oxana; Smith, Elaine; Sturgis, Erich M; Szeszenia-Dabrowska, Neonila; Thomson, Peter; Vaughan, Thomas L; Vilensky, Marta; Wei, Qingyi; Winn, Deborah M; Wunsch-Filho, Victor; Zhang, Zuo-Feng; Znaor, Ariana; Ferro, Gilles; Brennan, Paul; Boffetta, Paolo; Hashibe, Mia; Lee, Yuan-Chin Amy
BACKGROUND: Cigarette smoking is a major risk factor for head and neck cancer (HNC). To our knowledge, low cigarette smoking (<10 cigarettes per day) has not been extensively investigated in fine categories or among never alcohol drinkers. METHODS: We conducted a pooled analysis of individual participant data from 23 independent case-control studies including 19 660 HNC cases and 25 566 controls. After exclusion of subjects using other tobacco products including cigars, pipes, snuffed or chewed tobacco and straw cigarettes (tobacco product used in Brazil), as well as subjects smoking more than 10 cigarettes per day, 4093 HNC cases and 13 416 controls were included in the analysis. The lifetime average frequency of cigarette consumption was categorized as follows: never cigarette users, >0-3, >3-5, >5-10 cigarettes per day. RESULTS: Smoking >0-3 cigarettes per day was associated with a 50% increased risk of HNC in the study population [odds ratio (OR) = 1.52, 95% confidence interval (CI): (1.21, 1.90). Smoking >3-5 cigarettes per day was associated in each subgroup from OR = 2.01 (95% CI: 1.22, 3.31) among never alcohol drinkers to OR = 2.74 (95% CI: 2.01, 3.74) among women and in each cancer site, particularly laryngeal cancer (OR = 3.48, 95% CI: 2.40, 5.05). However, the observed increased risk of HNC for low smoking frequency was not found among smokers with smoking duration shorter than 20 years. CONCLUSION: Our results suggest a public health message that low frequency of cigarette consumption contributes to the development of HNC. However, smoking duration seems to play at least an equal or a stronger role in the development of HNC.
PMCID:5005938
PMID: 26228584
ISSN: 1464-3685
CID: 1698652
Associations of Oral alpha-, beta-, and gamma-Human Papillomavirus Types With Risk of Incident Head and Neck Cancer
Agalliu, Ilir; Gapstur, Susan; Chen, Zigui; Wang, Tao; Anderson, Rebecca L; Teras, Lauren; Kreimer, Aimee R; Hayes, Richard B; Freedman, Neal D; Burk, Robert D
Importance/UNASSIGNED:Prospective studies are needed to examine the temporal relationship between oral human papillomavirus (HPV) detection and risk of head and neck squamous cell carcinoma (HNSCC). Moreover, the oral cavity contains a wide spectrum of α-, β-, and γ-HPV types, but their association with risk of HNSCC is unknown. Objective/UNASSIGNED:To prospectively examine associations between α-, β-, and γ-HPV detection in the oral cavity and incident HNSCC. Design/UNASSIGNED:A nested case-control study was carried out among 96 650 participants, cancer free at baseline, with available mouthwash samples in 2 prospective cohort studies: (1) the American Cancer Society Cancer Prevention Study II Nutrition Cohort and (2) the Prostate, Lung, Colorectal, and Ovarian Cancer Screening Trial. Incident cases of HNSCC (n = 132) were identified during an average 3.9 years of follow-up in both cohorts. Three controls per case (n = 396) were selected through incidence density sampling and matched on age, sex, race/ethnicity, and time since mouthwash collection. Methods/UNASSIGNED:Through a next-generation sequencing assay, DNA from α-, β-, and γ-HPV types were detected. Conditional logistic regression models were used to estimate odds ratios (ORs) and 95% CIs, adjusting for smoking history, alcohol consumption, and detection of HPV-16 for β- and γ-HPVs. Main Outcomes and Measures/UNASSIGNED:Incident HNSCC, which includes cancers of the oropharynx, oral cavity, and larynx. Results/UNASSIGNED:A total of 132 participants developed HNSCC during the follow-up period (103 men and 29 women; average age at baseline, 66.5 years). Oral HPV-16 detection was associated with incident HNSCC (OR, 7.1; 95% CI, 2.2-22.6), with positive association for oropharyngeal SCC (OR, 22.4; 95% CI, 1.8-276.7), but not for oral cavity (OR, 4.5; 95% CI, 0.6-34.7) or laryngeal SCCs (OR, 0.11; 95% CI, 0.01-834.80). Detection of β1-HPV-5 and β2-HPV-38 types, as well as γ-11 and γ-12 species, had ORs for HNSCC that ranged from 2.64 to 5.45 (P < .01 for all comparisons). Detection of β1-HPV-5 type was associated with oropharyngeal (OR, 7.42; 95% CI, 0.98-56.82; P = .054), oral cavity (OR, 5.34; 95% CI, 1.51-18.80; P = .01), and laryngeal SCCs (OR, 2.71; 95% CI, 1.00-7.43; P = .05), whereas γ11- and γ12-HPV species were associated with both oral cavity (OR, 7.47; 95% CI, 1.21-46.17; P = .03; and OR, 6.71; 95% CI, 1.47-30.75; P = .01, respectively) and laryngeal SCCs (OR, 7.49; 95% CI, 1.10-51.04; P = .04 and OR, 5.31; 95% CI, 1.13-24.95; P = .03, respectively). Conclusions and Relevance/UNASSIGNED:This study demonstrates that HPV-16 detection precedes the incidence of oropharyngeal SCC. Associations of other HPVs, including γ11- and γ12-HPV species and β1-HPV-5 type suggest a broader role for HPVs in HNSCC etiology.
PMCID:4956584
PMID: 26794505
ISSN: 2374-2445
CID: 2959932
Retrospective benzene exposure assessment for a multi-center case-cohort study of benzene-exposed workers in China
Portengen, Lutzen; Linet, Martha S; Li, Gui-Lan; Lan, Qing; Dores, Graca M; Ji, Bu-Tian; Hayes, Richard B; Yin, Song-Nian; Rothman, Nathaniel; Vermeulen, Roel
Quality of exposure assessment has been shown to be related to the ability to detect risk of lymphohematopoietic disorders in epidemiological investigations of benzene, especially at low levels of exposure. We set out to build a statistical model for reconstructing exposure levels for 2898 subjects from 501 factories that were part of a nested case-cohort study within the NCI-CAPM cohort of more than 110,000 workers. We used a hierarchical model to allow for clustering of measurements by factory, workshop, job, and date. To calibrate the model we used historical routine monitoring data. Measurements below the limit of detection were accommodated by constructing a censored data likelihood. Potential non-linear and industry-specific time-trends and predictor effects were incorporated using regression splines and random effects. A partial validation of predicted exposures in 2004/2005 was performed through comparison with full-shift measurements from an exposure survey in facilities that were still open. Median cumulative exposure to benzene at age 50 for subjects that ever held an exposed job (n=1175) was 509 mg/m3 years. Direct comparison of model estimates with measured full-shift personal exposure in the 2004/2005 survey showed moderate correlation and a potential downward bias at low (<1 mg/m3) exposure estimates. The modeling framework enabled us to deal with the data complexities generally found in studies using historical exposure data in a comprehensive way and we therefore expect to be able to investigate effects at relatively low exposure levels.Journal of Exposure Science and Environmental Epidemiology advance online publication, 12 August 2015; doi:10.1038/jes.2015.44.
PMID: 26264985
ISSN: 1559-064x
CID: 1721722
Ambient Particulate Matter Air Pollution Exposure and Mortality in the NIH-AARP Diet and Health Cohort
Thurston, George D; Ahn, Jiyoung; Cromar, Kevin R; Shao, Yongzhao; Reynolds, Harmony R; Jerrett, Michael; Lim, Chris C; Shanley, Ryan; Park, Yikyung; Hayes, Richard B
BACKGROUND: Outdoor fine particulate matter (PM2.5) has been identified as a global health threat, but the number of large U.S. prospective cohort studies with individual participant data remains limited, especially at lower recent exposures. OBJECTIVES: To test the relationship between long-term exposure PM2.5 and death risk from all non-accidental causes, cardiovascular (CVD), and respiratory diseases in 517,041 men and women enrolled in the National Institutes of Health-AARP cohort. METHODS: Individual participant data were linked with residence PM2.5 exposure estimates across the continental U.S for a 2000-2009 follow up period when matching census-tract level PM2.5 exposure data were available. Participants enrolled ranged from 50-71 yrs. of age, residing in 6 U.S. States and 2 cities. Cox Proportional Hazard models yielded Hazard Ratio (HR) estimates per 10 microg/m3 of PM2.5 exposure. RESULTS: PM2.5 exposure was significantly associated with total mortality (HR= 1.03, 95% CI =1.00, 1.05) and CVD mortality (HR=1.10, 95% CI=1.05, 1.15), but the association with respiratory mortality was not statistically significant (HR=1.05, 95% CI=0.98,1.13). A significant association was found with respiratory mortality only among never smokers (HR=1.27; 95% CI: 1.03, 1.56). Associations with 10 microg/m3 PM2.5 exposures in yearly participant residential annual mean, or in metropolitan area-wide mean, were consistent with baseline exposure model results. Associations with PM2.5 were similar when adjusted for ozone exposures. Analyses of California residents alone also yielded statistically significant PM2.5 mortality HR's for total and CVD mortality. CONCLUSIONS: Long-term exposure to PM2.5 air pollution was associated with an increased risk of total and CVD mortality, providing an independent test of the PM2.5 - mortality relationship in a new large U.S. prospective cohort experiencing lower post-2000 PM2.5 exposure levels.
PMCID:4829984
PMID: 26370657
ISSN: 1552-9924
CID: 1779182
Genetic variants in cell cycle control pathway confer susceptibility to aggressive prostate carcinoma
Kibel, Adam S; Ahn, Jiyoung; Isikbay, Masis; Klim, Aleksandra; Wu, William S; Hayes, Richard B; Isaacs, William B; Daw, E Warwick
BACKGROUND: Because a significant number of patients with prostate cancer (PCa) are diagnosed with disease unlikely to cause harm, genetic markers associated with clinically aggressive PCa have potential clinical utility. Since cell cycle checkpoint dysregulation is crucial for the development and progression of cancer, we tested the hypothesis that common germ-line variants within cell cycle genes were associated with aggressive PCa. METHODS: Via a two-stage design, 364 common sequence variants in 88 genes were tested. The initial stage consisted of 258 aggressive PCa patients and 442 controls, and the second stage added 384 aggressive PCa Patients and 463 controls. European-American and African-American samples were analyzed separately. In the first stage, SNPs were typed by Illumina Goldengate assay while in the second stage SNPs were typed by Pyrosequencing assays. Genotype frequencies between cases and controls were compared using logistical regression analysis with additive, dominant and recessive models. RESULTS: Eleven variants within 10 genes (CCNC, CCND3, CCNG1, CCNT2, CDK6, MDM2, SKP2, WEE1, YWHAB, YWHAH) in the European-American population and nine variants in 7 genes (CCNG1, CDK2, CDK5, MDM2, RB1, SMAD3, TERF2) in the African-American population were found to be associated with aggressive PCa using at least one model. Of particular interest, CCNC (rs3380812) was associated with risk in European-American cohorts from both institutions. CDK2 (rs1045435) and CDK5 (rs2069459) were associated with risk in the African-American cohorts from both institutions. Lastly, variants within MDM2 and CCNG1 were protective for aggressive PCa in both ethnic groups. CONCLUSIONS: This study confirms that polymorphisms within cell cycle genes are associated with clinically aggressive PCa. Validation of these markers in additional populations is necessary, but these markers may help identify patients at risk for potentially lethal carcinoma. Prostate (c) 2015 Wiley Periodicals, Inc.
PMID: 26708993
ISSN: 1097-0045
CID: 1895072