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Genome-wide association study of anti-Müllerian hormone levels in pre-menopausal women of late reproductive age and relationship with genetic determinants of reproductive lifespan

Ruth, Katherine S; Soares, Ana Luiza G; Borges, Maria-Carolina; Eliassen, A Heather; Hankinson, Susan E; Jones, Michael E; Kraft, Peter; Nichols, Hazel B; Sandler, Dale P; Schoemaker, Minouk J; Taylor, Jack A; Zeleniuch-Jacquotte, Anne; Lawlor, Deborah A; Swerdlow, Anthony J; Murray, Anna
Anti-Müllerian hormone (AMH) is required for sexual differentiation in the fetus, and in adult females AMH is produced by growing ovarian follicles. Consequently, AMH levels are correlated with ovarian reserve, declining towards menopause when the oocyte pool is exhausted. A previous genome-wide association study identified three genetic variants in and around the AMH gene that explained 25% of variation in AMH levels in adolescent males but did not identify any genetic associations reaching genome-wide significance in adolescent females. To explore the role of genetic variation in determining AMH levels in women of late reproductive age, we carried out a genome-wide meta-analysis in 3,344 pre-menopausal women from five cohorts (median age 44-48 years at blood draw). A single genetic variant, rs16991615, previously associated with age at menopause, reached genome-wide significance at P = 3.48 × 10-10, with a per allele difference in age-adjusted inverse normal AMH of 0.26 SD (95% CI [0.18,0.34]). We investigated whether genetic determinants of female reproductive lifespan were more generally associated with pre-menopausal AMH levels. Genetically-predicted age at menarche had no robust association but genetically-predicted age at menopause was associated with lower AMH levels by 0.18 SD (95% CI [0.14,0.21]) in age-adjusted inverse normal AMH per one-year earlier age at menopause. Our findings provide genetic support for the well-established use of AMH as a marker of ovarian reserve.
PMID: 30649302
ISSN: 1460-2083
CID: 3595312

Genomic signature of parity in the breast of premenopausal women

Santucci-Pereira, Julia; Zeleniuch-Jacquotte, Anne; Afanasyeva, Yelena; Zhong, Hua; Slifker, Michael; Peri, Suraj; Ross, Eric A; López de Cicco, Ricardo; Zhai, Yubo; Nguyen, Theresa; Sheriff, Fathima; Russo, Irma H; Su, Yanrong; Arslan, Alan A; Bordas, Pal; Lenner, Per; Ã…hman, Janet; Landström Eriksson, Anna Stina; Johansson, Robert; Hallmans, Göran; Toniolo, Paolo; Russo, Jose
BACKGROUND:Full-term pregnancy (FTP) at an early age confers long-term protection against breast cancer. Previously, we reported that a FTP imprints a specific gene expression profile in the breast of postmenopausal women. Herein, we evaluated gene expression changes induced by parity in the breast of premenopausal women. METHODS:Gene expression profiling of normal breast tissue from 30 nulliparous (NP) and 79 parous (P) premenopausal volunteers was performed using Affymetrix microarrays. In addition to a discovery/validation analysis, we conducted an analysis of gene expression differences in P vs. NP women as a function of time since last FTP. Finally, a laser capture microdissection substudy was performed to compare the gene expression profile in the whole breast biopsy with that in the epithelial and stromal tissues. RESULTS:Discovery/validation analysis identified 43 differentially expressed genes in P vs. NP breast. Analysis of expression as a function of time since FTP revealed 286 differentially expressed genes (238 up- and 48 downregulated) comparing all P vs. all NP, and/or P women whose last FTP was less than 5 years before biopsy vs. all NP women. The upregulated genes showed three expression patterns: (1) transient: genes upregulated after FTP but whose expression levels returned to NP levels. These genes were mainly related to immune response, specifically activation of T cells. (2) Long-term changing: genes upregulated following FTP, whose expression levels decreased with increasing time since FTP but did not return to NP levels. These were related to immune response and development. (3) Long-term constant: genes that remained upregulated in parous compared to nulliparous breast, independently of time since FTP. These were mainly involved in development/cell differentiation processes, and also chromatin remodeling. Lastly, we found that the gene expression in whole tissue was a weighted average of the expression in epithelial and stromal tissues. CONCLUSIONS:Genes transiently activated by FTP may have a role in protecting the mammary gland against neoplastically transformed cells through activation of T cells. Furthermore, chromatin remodeling and cell differentiation, represented by the genes that are maintained upregulated long after the FTP, may be responsible for the lasting preventive effect against breast cancer.
PMID: 30922380
ISSN: 1465-542x
CID: 3777422

Breast cancer risk prediction in women aged 35-50 years: impact of including sex hormone concentrations in the Gail model

Clendenen, Tess V; Ge, Wenzhen; Koenig, Karen L; Afanasyeva, Yelena; Agnoli, Claudia; Brinton, Louise A; Darvishian, Farbod; Dorgan, Joanne F; Eliassen, A Heather; Falk, Roni T; Hallmans, Göran; Hankinson, Susan E; Hoffman-Bolton, Judith; Key, Timothy J; Krogh, Vittorio; Nichols, Hazel B; Sandler, Dale P; Schoemaker, Minouk J; Sluss, Patrick M; Sund, Malin; Swerdlow, Anthony J; Visvanathan, Kala; Zeleniuch-Jacquotte, Anne; Liu, Mengling
BACKGROUND:Models that accurately predict risk of breast cancer are needed to help younger women make decisions about when to begin screening. Premenopausal concentrations of circulating anti-Müllerian hormone (AMH), a biomarker of ovarian reserve, and testosterone have been positively associated with breast cancer risk in prospective studies. We assessed whether adding AMH and/or testosterone to the Gail model improves its prediction performance for women aged 35-50. METHODS:In a nested case-control study including ten prospective cohorts (1762 invasive cases/1890 matched controls) with pre-diagnostic serum/plasma samples, we estimated relative risks (RR) for the biomarkers and Gail risk factors using conditional logistic regression and random-effects meta-analysis. Absolute risk models were developed using these RR estimates, attributable risk fractions calculated using the distributions of the risk factors in the cases from the consortium, and population-based incidence and mortality rates. The area under the receiver operating characteristic curve (AUC) was used to compare the discriminatory accuracy of the models with and without biomarkers. RESULTS:The AUC for invasive breast cancer including only the Gail risk factor variables was 55.3 (95% CI 53.4, 57.1). The AUC increased moderately with the addition of AMH (AUC 57.6, 95% CI 55.7, 59.5), testosterone (AUC 56.2, 95% CI 54.4, 58.1), or both (AUC 58.1, 95% CI 56.2, 59.9). The largest AUC improvement (4.0) was among women without a family history of breast cancer. CONCLUSIONS:AMH and testosterone moderately increase the discriminatory accuracy of the Gail model among women aged 35-50. We observed the largest AUC increase for women without a family history of breast cancer, the group that would benefit most from improved risk prediction because early screening is already recommended for women with a family history.
PMID: 30890167
ISSN: 1465-542x
CID: 3735042

Vitamin B6 catabolism and lung cancer risk: results from the Lung Cancer Cohort Consortium (LC3)

Zuo, H; Ueland, P M; Midttun, Ø; Tell, G S; Fanidi, A; Zheng, W; Shu, X; Xiang, Y; Wu, J; Prentice, R; Pettinger, M; Thomson, C A; Giles, G G; Hodge, A; Cai, Q; Blot, W J; Johansson, M; Hultdin, J; Grankvist, K; Stevens, V L; McCullough, M L; Weinstein, S J; Albanes, D; Ziegler, R G; Freedman, N D; Caporaso, N E; Langhammer, A; Hveem, K; Næss, M; Buring, J E; Lee, I; Gaziano, J M; Severi, G; Zhang, X; Stampfer, M J; Han, J; Zeleniuch-Jacquotte, A; Marchand, L L; Yuan, J; Wang, R; Koh, W; Gao, Y; Ericson, U; Visvanathan, K; Jones, M R; Relton, C; Brennan, P; Johansson, M; Ulvik, A
Background/UNASSIGNED:Increased vitamin B6 catabolism related to inflammation, as measured by the PAr index (the ratio of 4-pyridoxic acid over the sum of pyridoxal and pyridoxal -5'-phosphate), has been positively associated with lung cancer risk in two prospective European studies. However, the extent to which this association translates to more diverse populations is not known. Materials and methods/UNASSIGNED:For this study, we included 5,323 incident lung cancer cases and 5,323 controls individually matched by age, sex, and smoking status within each of 20 prospective cohorts from the Lung Cancer Cohort Consortium. Cohort-specific odds ratios (ORs) and 95% confidence intervals (CIs) for the association between PAr and lung cancer risk were calculated using conditional logistic regression and pooled using random-effects models. Results/UNASSIGNED:PAr was positively associated with lung cancer risk in a dose-response fashion. Comparing the fourth versus first quartiles of PAr resulted in an OR of 1.38 (95% CI: 1.19-1.59) for overall lung cancer risk. The association between PAr and lung cancer risk was most prominent in former smokers (OR: 1.69, 95% CI: 1.36-2.10), men (OR: 1.60, 95% CI: 1.28-2.00), and for cancers diagnosed within 3 years of blood draw (OR: 1.73, 95% CI: 1.34-2.23). Conclusion/UNASSIGNED:Based on pre-diagnostic data from 20 cohorts across 4 continents, this study confirms that increased vitamin B6 catabolism related to inflammation and immune activation is associated with a higher risk of developing lung cancer. Moreover, PAr may be a pre-diagnostic marker of lung cancer rather than a causal factor.
PMID: 30698666
ISSN: 1569-8041
CID: 3626712

Circulating Vitamin D and Colorectal Cancer Risk: An International Pooling Project of 17 Cohorts

McCullough, Marjorie L; Zoltick, Emilie S; Weinstein, Stephanie J; Fedirko, Veronika; Wang, Molin; Cook, Nancy R; Eliassen, A Heather; Zeleniuch-Jacquotte, Anne; Agnoli, Claudia; Albanes, Demetrius; Barnett, Matthew J; Buring, Julie E; Campbell, Peter T; Clendenen, Tess V; Freedman, Neal D; Gapstur, Susan M; Giovannucci, Edward L; Goodman, Gary G; Haiman, Christopher A; Ho, Gloria Y F; Horst, Ronald L; Hou, Tao; Huang, Wen-Yi; Jenab, Mazda; Jones, Michael E; Joshu, Corinne E; Krogh, Vittorio; Lee, I-Min; Lee, Jung Eun; Männistö, Satu; Le Marchand, Loic; Mondul, Alison M; Neuhouser, Marian L; Platz, Elizabeth A; Purdue, Mark P; Riboli, Elio; Robsahm, Trude Eid; Rohan, Thomas E; Sasazuki, Shizuka; Schoemaker, Minouk J; Sieri, Sabina; Stampfer, Meir J; Swerdlow, Anthony J; Thomson, Cynthia A; Tretli, Steinar; Tsugane, Schoichiro; Ursin, Giske; Visvanathan, Kala; White, Kami K; Wu, Kana; Yaun, Shiaw-Shyuan; Zhang, Xuehong; Willett, Walter C; Gail, Mitchel H; Ziegler, Regina G; Smith-Warner, Stephanie A
Background/UNASSIGNED:Experimental and epidemiological studies suggest a protective role for vitamin D in colorectal carcinogenesis, but evidence is inconclusive. Circulating 25-hydroxyvitamin D (25(OH)D) concentrations that minimize risk are unknown. Current Institute of Medicine (IOM) vitamin D guidance is based solely on bone health. Methods/UNASSIGNED:We pooled participant-level data from 17 cohorts, comprising 5706 colorectal cancer case participants and 7107 control participants with a wide range of circulating 25(OH)D concentrations. For 30.1% of participants, 25(OH)D was newly measured. Previously measured 25(OH)D was calibrated to the same assay to permit estimating risk by absolute concentrations. Study-specific relative risks (RRs) for prediagnostic season-standardized 25(OH)D concentrations were calculated using conditional logistic regression and pooled using random effects models. Results/UNASSIGNED:Compared with the lower range of sufficiency for bone health (50-<62.5 nmol/L), deficient 25(OH)D (<30 nmol/L) was associated with 31% higher colorectal cancer risk (RR = 1.31, 95% confidence interval [CI] = 1.05 to 1.62); 25(OH)D above sufficiency (75-<87.5 and 87.5-<100 nmol/L) was associated with 19% (RR = 0.81, 95% CI = 0.67 to 0.99) and 27% (RR = 0.73, 95% CI = 0.59 to 0.91) lower risk, respectively. At 25(OH)D of 100 nmol/L or greater, risk did not continue to decline and was not statistically significantly reduced (RR = 0.91, 95% CI = 0.67 to 1.24, 3.5% of control participants). Associations were minimally affected when adjusting for body mass index, physical activity, or other risk factors. For each 25 nmol/L increment in circulating 25(OH)D, colorectal cancer risk was 19% lower in women (RR = 0.81, 95% CI = 0.75 to 0.87) and 7% lower in men (RR = 0.93, 95% CI = 0.86 to 1.00) (two-sided Pheterogeneity by sex = .008). Associations were inverse in all subgroups, including colorectal subsite, geographic region, and season of blood collection. Conclusions/UNASSIGNED:Higher circulating 25(OH)D was related to a statistically significant, substantially lower colorectal cancer risk in women and non-statistically significant lower risk in men. Optimal 25(OH)D concentrations for colorectal cancer risk reduction, 75-100 nmol/L, appear higher than current IOM recommendations.
PMID: 29912394
ISSN: 1460-2105
CID: 3157842

Circulating high sensitivity C reactive protein concentrations and risk of lung cancer: nested case-control study within Lung Cancer Cohort Consortium

Muller, David C; Larose, Tricia L; Hodge, Allison; Guida, Florence; Langhammer, Arnulf; Grankvist, Kjell; Meyer, Klaus; Cai, Qiuyin; Arslan, Alan A; Zeleniuch-Jacquotte, Anne; Albanes, Demetrius; Giles, Graham G; Sesso, Howard D; Lee, I-Min; Gaziano, J Michael; Yuan, Jian-Min; Hoffman Bolton, Judith; Buring, Julie E; Visvanathan, Kala; Le Marchand, Loic; Purdue, Mark P; Caporaso, Neil E; Midttun, Øivind; Ueland, Per M; Prentice, Ross L; Weinstein, Stephanie J; Stevens, Victoria L; Zheng, Wei; Blot, William J; Shu, Xiao-Ou; Zhang, Xuehong; Xiang, Yong-Bing; Koh, Woon-Puay; Hveem, Kristian; Thomson, Cynthia A; Pettinger, Mary; Engström, Gunnar; Brunnström, Hans; Milne, Roger L; Stampfer, Meir J; Han, Jiali; Johansson, Mikael; Brennan, Paul; Severi, Gianluca; Johansson, Mattias
OBJECTIVES/OBJECTIVE:To conduct a comprehensive analysis of prospectively measured circulating high sensitivity C reactive protein (hsCRP) concentration and risk of lung cancer overall, by smoking status (never, former, and current smokers), and histological sub-type. DESIGN/METHODS:Nested case-control study. SETTING/METHODS:20 population based cohort studies in Asia, Europe, Australia, and the United States. PARTICIPANTS/METHODS:5299 patients with incident lung cancer, with individually incidence density matched controls. EXPOSURE/METHODS:Circulating hsCRP concentrations in prediagnostic serum or plasma samples. MAIN OUTCOME MEASURE/METHODS:Incident lung cancer diagnosis. RESULTS:A positive association between circulating hsCRP concentration and the risk of lung cancer for current (odds ratio associated with a doubling in hsCRP concentration 1.09, 95% confidence interval 1.05 to 1.13) and former smokers (1.09, 1.04 to 1.14) was observed, but not for never smokers (P<0.01 for interaction). This association was strong and consistent across all histological subtypes, except for adenocarcinoma, which was not strongly associated with hsCRP concentration regardless of smoking status (odds ratio for adenocarcinoma overall 0.97, 95% confidence interval 0.94 to 1.01). The association between circulating hsCRP concentration and the risk of lung cancer was strongest in the first two years of follow-up for former and current smokers. Including hsCRP concentration in a risk model, in addition to smoking based variables, did not improve risk discrimination overall, but slightly improved discrimination for cancers diagnosed in the first two years of follow-up. CONCLUSIONS:Former and current smokers with higher circulating hsCRP concentrations had a higher risk of lung cancer overall. Circulating hsCRP concentration was not associated with the risk of lung adenocarcinoma. Circulating hsCRP concentration could be a prediagnostic marker of lung cancer rather than a causal risk factor.
PMID: 30606716
ISSN: 1756-1833
CID: 3562552

Reply to: Anti-Mullerian hormone and breast cancer risk- is the correlation possibly associated with the PCOS? [Letter]

Clendenen, Tess V; Dorgan, Joanne; Zeleniuch-Jacquotte, Anne
PMID: 29992648
ISSN: 1097-0215
CID: 3199952

Serological response to Helicobacter pylori proteins associate with risk of colorectal cancer among diverse populations in the United States

Butt, Julia; Varga, Matthew G; Blot, William J; Teras, Lauren; Visvanathan, Kala; Le Marchand, Loïc; Haiman, Christopher; Chen, Yu; Bao, Ying; Sesso, Howard D; Wassertheil-Smoller, Sylvia; Ho, Gloria Y F; Tinker, Lesley E; Peek, Richard M; Potter, John D; Cover, Timothy L; Hendrix, Laura H; Huang, Li-Ching; Hyslop, Terry; Um, Caroline; Grodstein, Francine; Song, Mingyang; Zeleniuch-Jacquotte, Anne; Berndt, Sonja; Hildesheim, Allan; Waterboer, Tim; Pawlita, Michael; Epplein, Meira
BACKGROUND & AIMS/OBJECTIVE:Previous studies reported an association of the bacteria Helicobacter pylori, the primary cause of gastric cancer, and risk of colorectal cancer (CRC). However, these findings have been inconsistent, appear to vary with population characteristics, and may be specific for virulence factor VacA. To more thoroughly evaluate the potential association of H pylori antibodies with CRC risk, we assembled a large consortium of cohorts representing diverse populations in the United States. METHODS:We used H pylori multiplex serologic assays to analyze serum samples from 4063 incident cases of CRC, collected before diagnosis, and 4063 matched individuals without CRC (controls) from 10 prospective cohorts for antibody responses to 13 H pylori proteins, including virulence factors VacA and CagA. The association of sero-positivity to H pylori proteins, as well as protein-specific antibody level, with odds of CRC was determined by conditional logistic regression. RESULTS:Overall 40% of controls and 41% of cases were H. pylori sero-positive (odds ratio [OR], 1.09; 95% CI, 0.99-1.20). H pylori VacA-specific sero-positivity was associated with an 11% increased odds of CRC (OR, 1.11; 95% CI, 1.01-1.22), and this association was particularly strong among African Americans (OR, 1.45; 95% CI, 1.08-1.95). Additionally, odds of CRC increased with level of VacA antibody in the overall cohort (P=.008) and specifically among African Americans (P=.007). CONCLUSION/CONCLUSIONS:In an analysis of a large consortium of cohorts representing diverse populations, we found serologic responses to H pylori VacA to associate with increased risk of CRC risk-particularly for African Americans. Future studies should seek to understand whether this marker is related to virulent H pylori strains carried in these populations.
PMID: 30296434
ISSN: 1528-0012
CID: 3334852

Circulating markers of cellular immune activation in prediagnostic blood sample and lung cancer risk in the Lung Cancer Cohort Consortium (LC3)

Huang, Joyce Y.; Larose, Tricia L.; Luu, Hung N.; Wang, Renwei; Fanidi, Anouar; Alcala, Karine; Stevens, Victoria L.; Weinstein, Stephanie J.; Albanes, Demetrius; Caporaso, Neil E.; Purdue, Mark P.; Ziegler, Regina G.; Freedman, Neal D.; Lan, Qing; Prentice, Ross L.; Pettinger, Mary; Thomson, Cynthia A.; Cai, Qiuyin; Wu, Jie; Blot, William J.; Shu, Xiao-Ou; Zheng, Wei; Arslan, Alan A.; Zeleniuch-Jacquotte, Anne; Le Marchand, Loic; Wilkens, Lynn R.; Haiman, Christopher A.; Zhang, Xuehong; Stampfer, Meir J.; Giles, Graham G.; Hodge, Allison M.; Severi, Gianluca; Johansson, Mikael; Grankvist, Kjell; Langhammer, Arnulf; Hveem, Kristian; Xiang, Yong-Bing; Li, Hong-Lan; Gao, Yu-Tang; Visvanathan, Kala; Ueland, Per M.; Midttun, Oivind; Ulvi, Arve; Buring, Julie E.; Lee, I-Min; SeSS, Howard D.; Gaziano, J. Michael; Manjer, Jonas; Relton, Caroline; Koh, Woon-Puay; Brennan, Paul; Johansson, Mattias; Yuan, Jian-Min; Han, Jiali
ISI:000477508300001
ISSN: 0020-7136
CID: 4028282

Risk prediction for estrogen receptor-specific breast cancers in two large prospective cohorts

Li, Kuanrong; Anderson, Garnet; Viallon, Vivian; Arveux, Patrick; Kvaskoff, Marina; Fournier, Agnès; Krogh, Vittorio; Tumino, Rosario; Sánchez, Maria-Jose; Ardanaz, Eva; Chirlaque, María-Dolores; Agudo, Antonio; Muller, David C; Smith, Todd; Tzoulaki, Ioanna; Key, Timothy J; Bueno-de-Mesquita, Bas; Trichopoulou, Antonia; Bamia, Christina; Orfanos, Philippos; Kaaks, Rudolf; Hüsing, Anika; Fortner, Renée T; Zeleniuch-Jacquotte, Anne; Sund, Malin; Dahm, Christina C; Overvad, Kim; Aune, Dagfinn; Weiderpass, Elisabete; Romieu, Isabelle; Riboli, Elio; Gunter, Marc J; Dossus, Laure; Prentice, Ross; Ferrari, Pietro
BACKGROUND:Few published breast cancer (BC) risk prediction models consider the heterogeneity of predictor variables between estrogen-receptor positive (ER+) and negative (ER-) tumors. Using data from two large cohorts, we examined whether modeling this heterogeneity could improve prediction. METHODS:) regarding their applicability in risk assessment for chemoprevention. RESULTS:. CONCLUSIONS:Modeling heterogeneous epidemiological risk factors might yield little improvement in BC risk prediction. Nevertheless, a model specifically predictive of ER+ tumor risk could be more applicable than an omnibus model in risk assessment for chemoprevention.
PMID: 30509329
ISSN: 1465-542x
CID: 3520232