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Characterization of a genomic signature of pregnancy identified in the breast

Belitskaya-Levy, Ilana; Zeleniuch-Jacquotte, Anne; Russo, Jose; Russo, Irma H; Bordas, Pal; Ahman, Janet; Afanasyeva, Yelena; Johansson, Robert; Lenner, Per; Li, Xiaochun; de Cicco, Ricardo Lopez; Peri, Suraj; Ross, Eric; Russo, Patricia A; Santucci-Pereira, Julia; Sheriff, Fathima S; Slifker, Michael; Hallmans, Goran; Toniolo, Paolo; Arslan, Alan A
The objective of this study was to comprehensively compare the genomic profiles in the breast of parous and nulliparous postmenopausal women to identify genes that permanently change their expression following pregnancy. The study was designed as a two-phase approach. In the discovery phase, we compared breast genomic profiles of 37 parous with 18 nulliparous postmenopausal women. In the validation phase, confirmation of the genomic patterns observed in the discovery phase was sought in an independent set of 30 parous and 22 nulliparous postmenopausal women. RNA was hybridized to Affymetrix HG_U133 Plus 2.0 oligonucleotide arrays containing probes to 54,675 transcripts, scanned and the images analyzed using Affymetrix GCOS software. Surrogate variable analysis, logistic regression, and significance analysis of microarrays were used to identify statistically significant differences in expression of genes. The false discovery rate (FDR) approach was used to control for multiple comparisons. We found that 208 genes (305 probe sets) were differentially expressed between parous and nulliparous women in both discovery and validation phases of the study at an FDR of 10% and with at least a 1.25-fold change. These genes are involved in regulation of transcription, centrosome organization, RNA splicing, cell-cycle control, adhesion, and differentiation. The results provide initial evidence that full-term pregnancy induces long-term genomic changes in the breast. The genomic signature of pregnancy could be used as an intermediate marker to assess potential chemopreventive interventions with hormones mimicking the effects of pregnancy for prevention of breast cancer. Cancer Prev Res; 4(9); 1457-64. (c)2011 AACR
PMCID:3320726
PMID: 21622728
ISSN: 1940-6215
CID: 137065

Circulating sex hormones and breast cancer risk factors in postmenopausal women: reanalysis of 13 studies

Key, T J; Appleby, P N; Reeves, G K; Roddam, A W; Helzlsouer, K J; Alberg, A J; Rollison, D E; Dorgan, J F; Brinton, L A; Overvad, K; Kaaks, R; Trichopoulou, A; Clavel-Chapelon, F; Panico, S; Duell, E J; Peeters, P H M; Rinaldi, S; Fentiman, I S; Dowsett, M; Manjer, J; Lenner, P; Hallmans, G; Baglietto, L; English, D R; Giles, G G; Hopper, J L; Severi, G; Morris, H A; Hankinson, S E; Tworoger, S S; Koenig, K; Zeleniuch-Jacquotte, A; Arslan, A A; Toniolo, P; Shore, R E; Krogh, V; Micheli, A; Berrino, F; Barrett-Connor, E; Laughlin, G A; Kabuto, M; Akiba, S; Stevens, R G; Neriishi, K; Land, C E; Cauley, J A; Lui, Li Yung; Cummings, Steven R; Gunter, M J; Rohan, T E; Strickler, H D
BACKGROUND: Breast cancer risk for postmenopausal women is positively associated with circulating concentrations of oestrogens and androgens, but the determinants of these hormones are not well understood. METHODS: Cross-sectional analyses of breast cancer risk factors and circulating hormone concentrations in more than 6000 postmenopausal women controls in 13 prospective studies. RESULTS: Concentrations of all hormones were lower in older than younger women, with the largest difference for dehydroepiandrosterone sulphate (DHEAS), whereas sex hormone-binding globulin (SHBG) was higher in the older women. Androgens were lower in women with bilateral ovariectomy than in naturally postmenopausal women, with the largest difference for free testosterone. All hormones were higher in obese than lean women, with the largest difference for free oestradiol, whereas SHBG was lower in obese women. Smokers of 15+ cigarettes per day had higher levels of all hormones than non-smokers, with the largest difference for testosterone. Drinkers of 20+ g alcohol per day had higher levels of all hormones, but lower SHBG, than non-drinkers, with the largest difference for DHEAS. Hormone concentrations were not strongly related to age at menarche, parity, age at first full-term pregnancy or family history of breast cancer. CONCLUSION: Sex hormone concentrations were strongly associated with several established or suspected risk factors for breast cancer, and may mediate the effects of these factors on breast cancer risk
PMCID:3188939
PMID: 21772329
ISSN: 1532-1827
CID: 137962

Circulating insulin-like growth factor-I in pregnancy and maternal risk of breast cancer

Toriola, Adetunji T; Lundin, Eva; Schock, Helena; Grankvist, Kjell; Pukkala, Eero; Chen, Tianhui; Zeleniuch-Jacquotte, Anne; Toniolo, Paolo; Lehtinen, Matti; Surcel, Helja-Marja; Lukanova, Annekatrin
BACKGROUND: Elevated serum concentrations of insulin-like growth factor (IGF)-I have been associated with increased risk of developing breast cancer. Previously, we reported a similar association in samples obtained during pregnancy. This study was conducted to further characterize the association of IGF-I during pregnancy with maternal breast cancer risk. METHODS: A case-control study was nested within the Finnish Maternity Cohort. The study was limited to primiparous women younger than 40 years, who donated blood samples during early (median, 12 weeks) pregnancy and delivered a single child at term. Seven hundred nineteen women with invasive breast cancer were eligible. Two controls (n = 1,434) were matched with each case on age and date at blood donation. Serum IGF-I concentration was measured using an Immulite 2000 analyzer. Conditional logistic regression was used to estimate ORs and 95% CIs. RESULTS: No significant associations were observed between serum IGF-I concentrations and breast cancer risk in both the overall analysis (OR, 1.08; 95% CI, 0.80-1.47) and in analyses stratified by histologic subtype, lag time to cancer diagnosis, age at pregnancy, or age at diagnosis. CONCLUSION: There was no association between IGF-I and maternal breast cancer risk during early pregnancy in this large nested case-control study. IMPACT: Serum IGF-I concentrations during early pregnancy may not be related to maternal risk of developing breast cancer
PMCID:3153607
PMID: 21680537
ISSN: 1538-7755
CID: 137985

Endogenous hormones and coronary heart disease in postmenopausal women

Chen, Yu; Zeleniuch-Jacquotte, Anne; Arslan, Alan A; Wojcik, Oktawia; Toniolo, Paolo; Shore, Roy E; Levitz, Mortimer; Koenig, Karen L
The association between serum levels of endogenous estrogens in postmenopausal women and the subsequent risk of coronary heart disease (CHD) was examined in a prospective case-control study nested within the New York University Women's Health Study (NYUWHS). The NYUWHS is a prospective cohort study of 14,274 healthy women enrolled between 1985 and 1991. A total of 99 women who were postmenopausal and free of cardiovascular disease at enrollment and who subsequently experienced CHD, defined as non-fatal myocardial infarction (MI), fatal CHD, percutaneous transluminal coronary angioplasty (PTCA), or coronary artery bypass grafting (CABG), were matched 1:2 by baseline age, blood sampling date, and postmenopausal status to controls who remained free of CHD as of the date of diagnosis of the matching case. Biochemical analyses for total estradiol, estrone, percent free estradiol, percent estradiol bound to sex hormone-binding globulin (SHBG), and SHBG were performed on pre-diagnostic stored serum samples. Participants had not used any hormone medications in the 6 months prior to blood collection. In the model adjusting only for matching factors, the risk of CHD in the top tertile of calculated bioavailable estradiol was elevated compared with the bottom tertile (OR=2.10; 95% CI=1.13-3.90, P for trend=0.03), and the risk in the top tertile of SHBG was reduced (OR=0.50, 95% CI=0.28-0.92, P for trend<0.01). However, these associations disappeared after adjusting for baseline hypertension status, body mass index, and serum cholesterol levels. These findings suggest that circulating estradiol and SHBG are not associated with CHD risk in postmenopausal women beyond what can be explained by the variation in hypertension status, BMI, and cholesterol
PMCID:3663480
PMID: 21367421
ISSN: 1879-1484
CID: 134306

Circulating Inflammation Markers and Risk of Epithelial Ovarian Cancer

Clendenen TV; Lundin E; Zeleniuch-Jacquotte A; Koenig KL; Berrino F; Lukanova A; Lokshin AE; Idahl A; Ohlson N; Hallmans G; Krogh V; Sieri SA; Muti P; Marrangoni AM; Nolen B; Liu M; Shore RE; Arslan AA
BACKGROUND: Factors contributing to chronic inflammation appear to be associated with increased risk of ovarian cancer. The purpose of this study was to assess the association between circulating levels of inflammation mediators and subsequent risk of ovarian cancer.METHODS: We conducted a case-control study of 230 cases and 432 individually-matched controls nested within three prospective cohorts to evaluate the association of pre-diagnostic circulating levels of inflammation-related biomarkers (IL-1beta, IL-2, IL-4, IL-5, IL-6, IL-10, IL-12p40, IL-12p70, IL-13, TNFalpha, IL-1Ra, sIL-1RII, sIL-2Ra, sIL-4R, sIL-6R, sTNF-R1, and sTNF-R2) measured using Luminex xMap technology with risk of ovarian cancer. RESULTS: We observed a trend across quartiles for IL-2 (OR(Q4 vs. Q1): 1.57, 95% CI: 0.98, 2.52, p= 0.07), IL-4 (OR(Q4 vs. Q1): 1.50, 95% CI: 0.95, 2.38, p= 0.06), IL-6 (OR(Q4 vs. Q1): 1.63, 95% CI: 1.03, 2.58, p= 0.03), IL-12p40 (OR(Q4 vs. Q1): 1.60, 95% CI: 1.02, 2.51, p= 0.06), and IL-13 (OR(Q4 vs. Q1): 1.42, 95% CI: 0.90, 2.26, p= 0.11). Trends were also observed when cytokines were modeled on the continuous scale for IL-4 (p-trend=0.01), IL-6 (p-trend=0.01), IL-12p40 (p-trend=0.01), and IL-13 (p-trend=0.04). Odds ratios were not materially different after excluding cases diagnosed less than five years after blood donation or when limited to serous tumors.Conclusions and Impact: This study provides the first direct evidence that multiple inflammation markers, specifically IL-2, IL-4, IL-6, IL-12, and IL-13, may be associated with risk of epithelial ovarian cancer, and adds to the evidence that inflammation is involved in the development this disease
PMCID:3089656
PMID: 21467242
ISSN: 1538-7755
CID: 131785

Circulating sex steroids during pregnancy and maternal risk of non-epithelial ovarian cancer

Chen, Tianhui; Surcel, Helja-Marja; Lundin, Eva; Kaasila, Marjo; Lakso, Hans-Ake; Schock, Helena; Kaaks, Rudolf; Koskela, Pentti; Grankvist, Kjell; Hallmans, Goran; Pukkala, Eero; Zeleniuch-Jacquotte, Anne; Toniolo, Paolo; Lehtinen, Matti; Lukanova, Annekatrin
BACKGROUND: Sex steroid hormones have been proposed to play a role in the development of non-epithelial ovarian cancers (NEOC) but so far no direct epidemiologic data are available. METHODS: A case-control study was nested within the Finnish Maternity Cohort, the world's largest biorepository of serum specimens from pregnant women. Study subjects were selected among women who donated a blood sample during a singleton pregnancy that led to the birth of their last child preceding diagnosis of NEOC. Case subjects were 41 women with sex cord stromal tumors (SCST) and 21 with germ cell tumors (GCT). Three controls, matching the index case for age, parity at the index pregnancy, and date at blood donation were selected (n = 171). OR and 95% CI associated with concentrations of testosterone, androstenedione, 17-OH-progesterone, progesterone, estradiol, and sex hormone-binding globulin (SHBG) were estimated through conditional logistic regression. RESULTS: For SCST, doubling of testosterone, androstenedione, and 17-OH-progesterone concentrations were associated with about 2-fold higher risk of SCST [ORs and 95% CI of 2.16 (1.25-3.74), 2.16 (1.20-3.87), and 2.62 (1.27-5.38), respectively]. These associations remained largely unchanged after excluding women within 2-, 4-, or 6-year lag time between blood donation and cancer diagnosis. Sex steroid hormones concentrations were not related to maternal risk of GCT. CONCLUSIONS: This is the first prospective study providing initial evidence that elevated androgens play a role in the pathogenesis of SCST. IMPACT: Our study may note a particular need for larger confirmatory investigations on sex steroids and NEOC
PMCID:3082204
PMID: 21177423
ISSN: 1538-7755
CID: 134152

Body-mass index and mortality among 1.46 million white adults

Berrington de Gonzalez, Amy; Hartge, Patricia; Cerhan, James R; Flint, Alan J; Hannan, Lindsay; MacInnis, Robert J; Moore, Steven C; Tobias, Geoffrey S; Anton-Culver, Hoda; Freeman, Laura Beane; Beeson, W Lawrence; Clipp, Sandra L; English, Dallas R; Folsom, Aaron R; Freedman, D Michal; Giles, Graham; Hakansson, Niclas; Henderson, Katherine D; Hoffman-Bolton, Judith; Hoppin, Jane A; Koenig, Karen L; Lee, I-Min; Linet, Martha S; Park, Yikyung; Pocobelli, Gaia; Schatzkin, Arthur; Sesso, Howard D; Weiderpass, Elisabete; Willcox, Bradley J; Wolk, Alicja; Zeleniuch-Jacquotte, Anne; Willett, Walter C; Thun, Michael J
BACKGROUND: A high body-mass index (BMI, the weight in kilograms divided by the square of the height in meters) is associated with increased mortality from cardiovascular disease and certain cancers, but the precise relationship between BMI and all-cause mortality remains uncertain. METHODS: We used Cox regression to estimate hazard ratios and 95% confidence intervals for an association between BMI and all-cause mortality, adjusting for age, study, physical activity, alcohol consumption, education, and marital status in pooled data from 19 prospective studies encompassing 1.46 million white adults, 19 to 84 years of age (median, 58). RESULTS: The median baseline BMI was 26.2. During a median follow-up period of 10 years (range, 5 to 28), 160,087 deaths were identified. Among healthy participants who never smoked, there was a J-shaped relationship between BMI and all-cause mortality. With a BMI of 22.5 to 24.9 as the reference category, hazard ratios among women were 1.47 (95 percent confidence interval [CI], 1.33 to 1.62) for a BMI of 15.0 to 18.4; 1.14 (95% CI, 1.07 to 1.22) for a BMI of 18.5 to 19.9; 1.00 (95% CI, 0.96 to 1.04) for a BMI of 20.0 to 22.4; 1.13 (95% CI, 1.09 to 1.17) for a BMI of 25.0 to 29.9; 1.44 (95% CI, 1.38 to 1.50) for a BMI of 30.0 to 34.9; 1.88 (95% CI, 1.77 to 2.00) for a BMI of 35.0 to 39.9; and 2.51 (95% CI, 2.30 to 2.73) for a BMI of 40.0 to 49.9. In general, the hazard ratios for the men were similar. Hazard ratios for a BMI below 20.0 were attenuated with longer-term follow-up. CONCLUSIONS: In white adults, overweight and obesity (and possibly underweight) are associated with increased all-cause mortality. All-cause mortality is generally lowest with a BMI of 20.0 to 24.9.
PMCID:3066051
PMID: 21121834
ISSN: 0028-4793
CID: 162483

Variant ABO blood group alleles, secretor status, and risk of pancreatic cancer: results from the pancreatic cancer cohort consortium

Wolpin, Brian M; Kraft, Peter; Xu, Mousheng; Steplowski, Emily; Olsson, Martin L; Arslan, Alan A; Bueno-de-Mesquita, H Bas; Gross, Myron; Helzlsouer, Kathy; Jacobs, Eric J; LaCroix, Andrea; Petersen, Gloria; Stolzenberg-Solomon, Rachael Z; Zheng, Wei; Albanes, Demetrius; Allen, Naomi E; Amundadottir, Laufey; Austin, Melissa A; Boutron-Ruault, Marie-Christine; Buring, Julie E; Canzian, Federico; Chanock, Stephen J; Gaziano, J Michael; Giovannucci, Edward L; Hallmans, Goran; Hankinson, Susan E; Hoover, Robert N; Hunter, David J; Hutchinson, Amy; Jacobs, Kevin B; Kooperberg, Charles; Mendelsohn, Julie B; Michaud, Dominique S; Overvad, Kim; Patel, Alpa V; Sanchez, Maria-Jose; Sansbury, Leah; Shu, Xiao-Ou; Slimani, Nadia; Tobias, Geoffrey S; Trichopoulos, Dimitrios; Vineis, Paolo; Visvanathan, Kala; Virtamo, Jarmo; Wactawski-Wende, Jean; Watters, Joanne; Yu, Kai; Zeleniuch-Jacquotte, Anne; Hartge, Patricia; Fuchs, Charles S
BACKGROUND: Subjects with non-O ABO blood group alleles have increased risk of pancreatic cancer. Glycosyltransferase activity is greater for the A(1) versus A(2) variant, whereas O01 and O02 variants are nonfunctioning. We hypothesized: 1) A(1) allele would confer greater risk than A(2) allele, 2) protective effect of the O allele would be equivalent for O01 and O02 variants, 3) secretor phenotype would modify the association with risk. METHODS: We determined ABO variants and secretor phenotype from single nucleotide polymorphisms in ABO and FUT2 genes in 1,533 cases and 1,582 controls from 12 prospective cohort studies. Adjusted odds ratios (OR) for pancreatic cancer were calculated using logistic regression. RESULTS: An increased risk was observed in participants with A(1) but not A(2) alleles. Compared with subjects with genotype O/O, genotypes A(2)/O, A(2)/A(1), A(1)/O, and A(1)/A(1) had ORs of 0.96 (95% CI, 0.72-1.26), 1.46 (95% CI, 0.98-2.17), 1.48 (95% CI, 1.23-1.78), and 1.71 (95% CI, 1.18-2.47). Risk was similar for O01 and O02 variant O alleles. Compared with O01/O01, the ORs for each additional allele of O02, A(1), and A(2) were 1.00 (95% CI, 0.87-1.14), 1.38 (95% CI, 1.20-1.58), and 0.96 (95% CI, 0.77-1.20); P, O01 versus O02 = 0.94, A(1) versus A(2) = 0.004. Secretor phenotype was not an effect modifier (P-interaction = 0.63). CONCLUSIONS: Among participants in a large prospective cohort consortium, ABO allele subtypes corresponding to increased glycosyltransferase activity were associated with increased pancreatic cancer risk. IMPACT: These data support the hypothesis that ABO glycosyltransferase activity influences pancreatic cancer risk rather than actions of other nearby genes on chromosome 9q34
PMCID:3005538
PMID: 20971884
ISSN: 1538-7755
CID: 133760

DNA methylation in pre-diagnostic serum samples of breast cancer cases: Results of a nested case-control study

Brooks, Jennifer D; Cairns, Paul; Shore, Roy E; Klein, Catherine B; Wirgin, Isaac; Afanasyeva, Yelena; Zeleniuch-Jacquotte, Anne
Background: Promoter methylation of tumor suppressor genes is a frequent and early event in breast carcinogenesis. Paired tumor tissue and serum samples from women with breast cancer show that promoter methylation is detectable in both sample types, with good concordance. This suggests the potential for these serum markers to be used for breast cancer detection. Methods: The current study was a case-control study nested within the prospective New York University Women's Health Study cohort aimed to assess the ability of promoter methylation in serum to detect pre-clinical disease. Cases were women with blood samples collected within the 6 months preceding breast cancer diagnosis (n=50). Each case was matched to 2 healthy cancer-free controls and 1 cancer-free control with a history of benign breast disease (BBD). Results: Promoter methylation analysis of four cancer-related genes: -RASSF1A, GSTP1, APC and RARbeta2, - was conducted using quantitative methylation-specific PCR. Results showed that the frequency of methylation was lower than expected among cases and higher than expected among controls. Methylation was detected in the promoter region of: RASSF1A in 22.0%, 22.9% and 17.2% of cases, BBD controls and healthy controls respectively; GSTP1 in 4%, 10.4% and 7.1% respectively; APC in 2.0%, 4.4% and 4.2% respectively and RARbeta2 in 6.7%, 2.3% and 1.1% respectively. Conclusion: Methylation status of the four genes included in this study was unable to distinguish between cases and either control group. This study highlights some methodological issues to be addressed in planning prospective studies to evaluate methylation markers as diagnostic biomarkers
PMCID:2956002
PMID: 20627767
ISSN: 1877-783x
CID: 114817

Temporal reliability of cytokines and growth factors in EDTA plasma

Clendenen, Tess V; Arslan, Alan A; Lokshin, Anna E; Idahl, Annika; Hallmans, Goran; Koenig, Karen L; Marrangoni, Adele M; Nolen, Brian M; Ohlson, Nina; Zeleniuch-Jacquotte, Anne; Lundin, Eva
ABSTRACT: BACKGROUND: Cytokines are involved in the development of chronic diseases, including cancer. It is important to evaluate the temporal reproducibility of cytokines in plasma prior to conducting epidemiologic studies utilizing these markers. FINDINGS: We assessed the temporal reliability of CRP, 22 cytokines and their soluble receptors (IL-1alpha, IL-1beta, IL-1RA, IL-2, sIL-2R, IL-4, IL-5, IL-6, sIL-6R, IL-7, IL-8, IL-10, IL-12p40, IL-12p70, IL-13, IL-15, IL-17, TNFalpha, sTNF-R1, sTNF-R2, IFNalpha, IFNgamma) and eight growth factors (GM-CSF, EGF, bFGF, G-CSF, HGF, VEGF, EGFR, ErbB2) in repeated EDTA plasma samples collected an average of two years apart from 18 healthy women (age range: 42-62) enrolled in a prospective cohort study. We also estimated the correlation between serum and plasma biomarker levels using 18 paired clinical samples from postmenopausal women (age range: 75-86).Twenty-six assays were able to detect their analytes in at least 70% of samples. Of those 26 assays, we observed moderate to high intra-class correlation coefficients (ICCs)(ranging from 0.53-0.89) for 22 assays, and low ICCs (0-0.47) for four assays. Serum and plasma levels were highly correlated (r > 0.6) for most markers, except for seven assays (r < 0.5). CONCLUSIONS: For 22 of the 31 biomarkers, a single plasma measurement is a reliable estimate of a woman's average level over a two-year period
PMCID:2997094
PMID: 21073739
ISSN: 1756-0500
CID: 115276