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Pooling prospective studies to investigate the etiology of second cancers

Black, Amanda; Gibson, Todd M; Shiels, Meredith S; Park, Yikyung; Robien, Kim; Albanes, Demetrius; Weinstein, Stephanie J; Beane Freeman, Laura E; Andreotti, Gabriella; Purdue, Mark P; Fraumeni, Joseph F Jr; Hartge, Patricia; Tucker, Margaret A; Hoover, Robert N; Cerhan, James R; Zeleniuch-Jacquotte, Anne; Curtis, Rochelle E; Elena, Joanne; Sampson, Joshua N; Berrington de Gonzalez, Amy; Morton, Lindsay M
Background: With over 13 million cancer survivors in the United States today, second cancers are of rapidly growing importance. However, data on non-treatment risk factors for second cancers are sparse. We explored the feasibility of pooling data from cohort studies of cancer incidence to investigate second cancer etiology. Methods: We combined data from five prospective studies including more than 800,000 individuals. We compared study designs and populations; evaluated availability of and ability to harmonize risk factor data; compared incidence and survival for common first primary malignancies and incidence of second primary malignancies; and estimated sample size requirements. Results: Overall, 96,513 incident, first primary malignancies were diagnosed during 1985-2009. Incidence rates and survival following the first primary varied among the cohorts, but most of the heterogeneity could be explained by characteristics of the study populations (age, sex, smoking, and screening rates). 7,890 second primary cancers (excluding original primary site) were identified, yielding sufficient statistical power (>/=80%) for detecting modest associations with risk of all second cancers among survivors of common first primary malignancies (e.g., colorectal cancer); however, there were insufficient events for studying survivors of rarer cancers or identifying risk factors for specific second cancers. Conclusion: Pooling data from cohort studies to investigate non-treatment risk factors for second primary cancers appears feasible but there are important methodological issues - some of which are barriers to specific research questions - that require special attention. Impact: Increased understanding of non-treatment risk factors for second cancers will provide valuable prevention and surveillance information.
PMCID:4119533
PMID: 24832874
ISSN: 1055-9965
CID: 996512

Association between Class III Obesity (BMI of 40-59 kg/m2) and Mortality: A Pooled Analysis of 20 Prospective Studies

Kitahara, Cari M; Flint, Alan J; Berrington de Gonzalez, Amy; Bernstein, Leslie; Brotzman, Michelle; MacInnis, Robert J; Moore, Steven C; Robien, Kim; Rosenberg, Philip S; Singh, Pramil N; Weiderpass, Elisabete; Adami, Hans Olov; Anton-Culver, Hoda; Ballard-Barbash, Rachel; Buring, Julie E; Freedman, D Michal; Fraser, Gary E; Beane Freeman, Laura E; Gapstur, Susan M; Gaziano, John Michael; Giles, Graham G; Hakansson, Niclas; Hoppin, Jane A; Hu, Frank B; Koenig, Karen; Linet, Martha S; Park, Yikyung; Patel, Alpa V; Purdue, Mark P; Schairer, Catherine; Sesso, Howard D; Visvanathan, Kala; White, Emily; Wolk, Alicja; Zeleniuch-Jacquotte, Anne; Hartge, Patricia
BACKGROUND: The prevalence of class III obesity (body mass index [BMI]>/=40 kg/m2) has increased dramatically in several countries and currently affects 6% of adults in the US, with uncertain impact on the risks of illness and death. Using data from a large pooled study, we evaluated the risk of death, overall and due to a wide range of causes, and years of life expectancy lost associated with class III obesity. METHODS AND FINDINGS: In a pooled analysis of 20 prospective studies from the United States, Sweden, and Australia, we estimated sex- and age-adjusted total and cause-specific mortality rates (deaths per 100,000 persons per year) and multivariable-adjusted hazard ratios for adults, aged 19-83 y at baseline, classified as obese class III (BMI 40.0-59.9 kg/m2) compared with those classified as normal weight (BMI 18.5-24.9 kg/m2). Participants reporting ever smoking cigarettes or a history of chronic disease (heart disease, cancer, stroke, or emphysema) on baseline questionnaires were excluded. Among 9,564 class III obesity participants, mortality rates were 856.0 in men and 663.0 in women during the study period (1976-2009). Among 304,011 normal-weight participants, rates were 346.7 and 280.5 in men and women, respectively. Deaths from heart disease contributed largely to the excess rates in the class III obesity group (rate differences = 238.9 and 132.8 in men and women, respectively), followed by deaths from cancer (rate differences = 36.7 and 62.3 in men and women, respectively) and diabetes (rate differences = 51.2 and 29.2 in men and women, respectively). Within the class III obesity range, multivariable-adjusted hazard ratios for total deaths and deaths due to heart disease, cancer, diabetes, nephritis/nephrotic syndrome/nephrosis, chronic lower respiratory disease, and influenza/pneumonia increased with increasing BMI. Compared with normal-weight BMI, a BMI of 40-44.9, 45-49.9, 50-54.9, and 55-59.9 kg/m2 was associated with an estimated 6.5 (95% CI: 5.7-7.3), 8.9 (95% CI: 7.4-10.4), 9.8 (95% CI: 7.4-12.2), and 13.7 (95% CI: 10.5-16.9) y of life lost. A limitation was that BMI was mainly ascertained by self-report. CONCLUSIONS: Class III obesity is associated with substantially elevated rates of total mortality, with most of the excess deaths due to heart disease, cancer, and diabetes, and major reductions in life expectancy compared with normal weight. Please see later in the article for the Editors' Summary.
PMCID:4087039
PMID: 25003901
ISSN: 1549-1277
CID: 1066322

Circulating Estrogen Metabolites and Risk of Breast Cancer in Postmenopausal Women

Arslan, Alan A; Koenig, Karen L; Lenner, Per; Afanasyeva, Yelena; Shore, Roy E; Chen, Yu; Lundin, Eva; Toniolo, Paolo; Hallmans, Goran; Zeleniuch-Jacquotte, Anne
Background: It has been hypothesized that predominance of the 2-hydroxylation estrogen metabolism pathway over the 16alpha-hydroxylation pathway may be inversely associated with breast cancer risk. Methods: We examined the associations of invasive breast cancer risk with circulating 2-OHE1, 16alpha-OHE1, and the 2-OHE1:16alpha-OHE1 ratio in a case-control study of postmenopausal women nested within two prospective cohorts: the New York University Women's Health Study (NYUWHS) and the Northern Sweden Mammary Screening Cohort (NSMSC), with adjustment for circulating levels of estrone, and additional analyses by tumor estrogen receptor (ER) status. Levels of 2-OHE1 and 16alpha-OHE1 were measured using ESTRAMET 2/16 assay in stored serum or plasma samples from 499 incident breast cancer cases and 499 controls, who were matched on cohort, age, and date of blood donation. Results: Overall, no significant associations were observed between breast cancer risk and circulating levels of 2-OHE1, 16alpha-OHE1, or their ratio in either cohort and in combined analyses. For 2-OHE1, there was evidence of heterogeneity by ER status in models adjusting for estrone (p
PMCID:4082442
PMID: 24769889
ISSN: 1055-9965
CID: 922822

A pooled analysis of waist circumference and mortality in 650,000 adults

Cerhan, James R; Moore, Steven C; Jacobs, Eric J; Kitahara, Cari M; Rosenberg, Philip S; Adami, Hans-Olov; Ebbert, Jon O; English, Dallas R; Gapstur, Susan M; Giles, Graham G; Horn-Ross, Pamela L; Park, Yikyung; Patel, Alpa V; Robien, Kim; Weiderpass, Elisabete; Willett, Walter C; Wolk, Alicja; Zeleniuch-Jacquotte, Anne; Hartge, Patricia; Bernstein, Leslie; Berrington de Gonzalez, Amy
OBJECTIVES: To assess the independent effect of waist circumference on mortality across the entire body mass index (BMI) range and to estimate the loss in life expectancy related to a higher waist circumference. PATIENTS AND METHODS: We pooled data from 11 prospective cohort studies with 650,386 white adults aged 20 to 83 years and enrolled from January 1, 1986, through December 31, 2000. We used proportional hazards regression to estimate hazard ratios (HRs) and 95% CIs for the association of waist circumference with mortality. RESULTS: During a median follow-up of 9 years (maximum, 21 years), 78,268 participants died. After accounting for age, study, BMI, smoking status, alcohol consumption, and physical activity, a strong positive linear association of waist circumference with all-cause mortality was observed for men (HR, 1.52 for waist circumferences of >/=110 vs <90 cm; 95% CI, 1.45-1.59; HR, 1.07 per 5-cm increment in waist circumference; 95% CI, 1.06-1.08) and women (HR, 1.80 for waist circumferences of >/=95 vs <70 cm; 95% CI, 1.70-1.89; HR, 1.09 per 5-cm increment in waist circumference; 95% CI, 1.08-1.09). The estimated decrease in life expectancy for highest vs lowest waist circumference was approximately 3 years for men and approximately 5 years for women. The HR per 5-cm increment in waist circumference was similar for both sexes at all BMI levels from 20 to 50 kg/m(2), but it was higher at younger ages, higher for longer follow-up, and lower among male current smokers. The associations were stronger for heart and respiratory disease mortality than for cancer. CONCLUSIONS: In white adults, higher waist circumference was positively associated with higher mortality at all levels of BMI from 20 to 50 kg/m(2). Waist circumference should be assessed in combination with BMI, even for those in the normal BMI range, as part of risk assessment for obesity-related premature mortality.
PMCID:4104704
PMID: 24582192
ISSN: 0025-6196
CID: 829592

Free beta-human chorionic gonadotropin, total human chorionic gonadotropin and maternal risk of breast cancer

Toriola, Adetunji T; Tolockiene, Egle; Schock, Helena; Surcel, Helja-Marja; Zeleniuch-Jacquotte, Anne; Wadell, Goran; Toniolo, Paolo; Lundin, Eva; Grankvist, Kjell; Lukanova, Annekatrin
Background: We investigated whether the free beta-human chorionic gonadotropin (free beta-hCG) would provide additional information to that provided by total hCG alone and thus be useful in future epidemiological studies relating hCG to maternal breast cancer risk. Materials & methods: Cases (n = 159) and controls (n = 286) were a subset of our previous study within the Northern Sweden Maternity Cohort on total hCG during primiparous pregnancy and breast cancer risk. Results: The associations between total hCG (hazard ratio: 0.79; 95% CI: 0.49-1.27), free beta-hCG (hazard ratio: 0.85; 95% CI: 0.33-2.18) and maternal risk of breast cancer were very similar in all analyses and mutual adjustment for either one had minor effects on the risk estimates. Conclusion: In the absence of a reliable assay on intact hCG, total hCG alone can be used in epidemiological studies investigating hCG and breast cancer risk, as free beta-hCG does not appear to provide any additional information.
PMCID:4143888
PMID: 24559445
ISSN: 1479-6694
CID: 829962

Genome-wide association study of survival in patients with pancreatic adenocarcinoma

Wu, Chen; Kraft, Peter; Stolzenberg-Solomon, Rachael; Steplowski, Emily; Brotzman, Michelle; Xu, Mousheng; Mudgal, Poorva; Amundadottir, Laufey; Arslan, Alan A; Bueno-de-Mesquita, H Bas; Gross, Myron; Helzlsouer, Kathy; Jacobs, Eric J; Kooperberg, Charles; Petersen, Gloria M; Zheng, Wei; Albanes, Demetrius; Boutron-Ruault, Marie-Christine; Buring, Julie E; Canzian, Federico; Cao, Guangwen; Duell, Eric J; Elena, Joanne W; Gaziano, J Michael; Giovannucci, Edward L; Hallmans, Goran; Hutchinson, Amy; Hunter, David J; Jenab, Mazda; Jiang, Guoliang; Khaw, Kay-Tee; Lacroix, Andrea; Li, Zhaoshen; Mendelsohn, Julie B; Panico, Salvatore; Patel, Alpa V; Qian, Zhi Rong; Riboli, Elio; Sesso, Howard; Shen, Hongbing; Shu, Xiao-Ou; Tjonneland, Anne; Tobias, Geoffrey S; Trichopoulos, Dimitrios; Virtamo, Jarmo; Visvanathan, Kala; Wactawski-Wende, Jean; Wang, Chengfeng; Yu, Kai; Zeleniuch-Jacquotte, Anne; Chanock, Stephen; Hoover, Robert; Hartge, Patricia; Fuchs, Charles S; Lin, Dongxin; Wolpin, Brian M
BACKGROUND AND OBJECTIVE: Survival of patients with pancreatic adenocarcinoma is limited and few prognostic factors are known. We conducted a two-stage genome-wide association study (GWAS) to identify germline variants associated with survival in patients with pancreatic adenocarcinoma. METHODS: We analysed overall survival in relation to single nucleotide polymorphisms (SNPs) among 1005 patients from two large GWAS datasets, PanScan I and ChinaPC. Cox proportional hazards regression was used in an additive genetic model with adjustment for age, sex, clinical stage and the top four principal components of population stratification. The first stage included 642 cases of European ancestry (PanScan), from which the top SNPs (p
PMCID:3816124
PMID: 23180869
ISSN: 0017-5749
CID: 222822

Early pregnancy sex steroids and maternal risk of epithelial ovarian cancer

Schock, Helena; Surcel, Helja-Marja; Zeleniuch-Jacquotte, Anne; Grankvist, Kjell; Lakso, Hans-Ake; Fortner, Renee Turzanski; Kaaks, Rudolf; Pukkala, Eero; Lehtinen, Matti; Toniolo, Paolo; Lundin, Eva
Well-established associations between reproductive characteristics and epithelial ovarian cancer (EOC) support an involvement of sex steroid hormones in the etiology of EOC. Limited previous studies have evaluated circulating androgens and the risk of EOC, and estrogens and progesterone have been investigated in only one of the previous studies. Furthermore, there is little data on potential heterogeneity in the association between circulating hormones and EOC by histological subgroup. Therefore, we conducted a nested case-control study within the Finnish Maternity Cohort and the Northern Sweden Maternity Cohort to investigate the associations between circulating pre-diagnostic sex steroid concentrations and the histological subtypes of EOC. We identified 1052 EOC cases among cohort members diagnosed after recruitment (1975-2008) and before March 2011. Up to three controls were individually matched to each case (n=2694). Testosterone, androstenedione, 17-hydroxyprogesterone (17-OHP), progesterone, estradiol (E2), and sex hormone-binding globulin levels were measured in serum samples collected during the last pregnancy before EOC diagnosis. We used conditional logistic regression to estimate odds ratios (ORs) and 95% CIs. Associations between hormones and EOC differed with respect to tumor histology and invasiveness. Sex steroid concentrations were not associated with invasive serous tumors; however, doubling of testosterone and 17-OHP concentration was associated with approximately 40% increased risk of borderline serous tumors. A doubling of androgen concentrations was associated with a 50% increased risk of mucinous tumors. The risk of endometrioid tumors increased with higher E2 concentrations (OR: 1.89 (1.20-2.98)). This large prospective study in pregnant women supports a role of sex steroid hormones in the etiology of EOC arising in the ovaries.
PMCID:4282682
PMID: 25270324
ISSN: 1351-0088
CID: 1282912

Soy protein and recurrence of prostate cancer--reply [Letter]

Bosland, Maarten C; Kato, Ikuko; Zeleniuch-Jacquotte, Anne
PMID: 24302097
ISSN: 0098-7484
CID: 687322

Partially Linear Single Index Cox Regression Model in Nested Case-Control Studies

Shang, Shulian; Liu, Mengling; Zeleniuch-Jacquotte, Anne; Clendenen, Tess V; Krogh, Vittorio; Hallmans, Goran; Lu, Wenbin
The nested case-control (NCC) design is widely used in epidemiologic studies as a cost-effective subcohort sampling method to study the association between a disease and its potential risk factors. NCC data are commonly analyzed using Thomas' partial likelihood approach under the Cox proportional hazards model assumption. However, the linear modeling form in the Cox model may be insufficient for practical applications, especially when there are a large number of risk factors under investigation. In this paper, we consider a partially linear single index proportional hazard model, which includes a linear component for covariates of interest to yield easily interpretable results and a nonparametric single index component to adjust for multiple confounders effectively. We propose to approximate the nonparametric single index function by polynomial splines and estimate the parameters of interest using an iterative algorithm based on the partial likelihood. Asymptotic properties of the resulting estimators are established. The proposed methods are evaluated using simulations and applied to an NCC study of ovarian cancer.
PMCID:4719588
PMID: 26806991
ISSN: 0167-9473
CID: 1935292

Quantifying the dose-response relationship between circulating folate concentrations and colorectal cancer in cohort studies: a meta-analysis based on a flexible meta-regression model

Chuang, Shu-Chun; Rota, Matteo; Gunter, Marc J; Zeleniuch-Jacquotte, Anne; Eussen, Simone J P M; Vollset, Stein Emil; Ueland, Per Magne; Norat, Teresa; Ziegler, Regina G; Vineis, Paolo
Most epidemiologic studies on folate intake suggest that folate may be protective against colorectal cancer, but the results on circulating (plasma or serum) folate are mostly inconclusive. We conducted a meta-analysis of case-control studies nested within prospective studies on circulating folate and colorectal cancer risk by using flexible meta-regression models to test the linear and nonlinear dose-response relationships. A total of 8 publications (10 cohorts, representing 3,477 cases and 7,039 controls) were included in the meta-analysis. The linear and nonlinear models corresponded to relative risks of 0.96 (95% confidence interval (CI): 0.91, 1.02) and 0.99 (95% CI: 0.96, 1.02), respectively, per 10 nmol/L of circulating folate in contrast to the reference value. The pooled relative risks when comparing the highest with the lowest category were 0.80 (95% CI: 0.61, 0.99) for radioimmunoassay and 1.03 (95% CI: 0.83, 1.22) for microbiological assay. Overall, our analyses suggest a null association between circulating folate and colorectal cancer risk. The stronger association for the radioimmunoassay-based studies could reflect differences in cohorts and study designs rather than assay performance. Further investigations need to integrate more accurate measurements and flexible modeling to explore the effects of folate in the presence of genetic, lifestyle, dietary, and hormone-related factors.
PMID: 23863758
ISSN: 0002-9262
CID: 602172