Abstract
Experimental evidence supports a protective role of 25-hydroxyvitamin D [25(OH)D] in breast carcinogenesis, but epidemiologic evidence is inconsistent. Whether plasma 25(OH)D interacts with breast tumor expression of vitamin D receptor (VDR) and retinoid X receptor-Ξ± (RXR) has not been investigated. We conducted a nested caseβcontrol study in the Nurses' Health Study, with 1,506 invasive breast cancer cases diagnosed after blood donation in 1989β1990, 417 of whom donated a second sample in 2000β2002. VDR and RXR expression were assessed by immunohistochemical staining of tumor microarrays (n = 669 cases). Multivariate relative risks (RR) and 95% confidence intervals (CI) were calculated using conditional logistic regression. Plasma 25(OH)D levels were not associated with breast cancer risk overall [top (β₯32.7 ng/mL) vs. bottom (<17.2 ng/mL) quintile RR = 0.87; 95% CI, 0.67β1.13; P trend = 0.21]. 25(OH)D measured in summer (MayβOctober) was significantly inversely associated with risk (top vs. bottom quintile RR = 0.66; 95% CI, 0.46β0.94; P trend = 0.01); winter levels (NovemberβApril) were not (RR = 1.10; 95% CI, 0.75β1.60; P trend = 0.64; P interaction = 0.03). 25(OH)D levels were inversely associated with risk of tumors with high expression of stromal nuclear VDR [β₯30 ng/mL vs. <30 ng/mL RR (95% CI): VDR β₯ median = 0.67 (0.48β0.93); VDR < median = 0.98 (0.72β1.35), P heterogeneity = 0.12] and significantly stronger for summer measures (P heterogeneity = 0.01). Associations were not significantly different by RXR expression. No overall association was observed between plasma 25(OH)D and breast cancer risk. However, our results suggest women with high, compared with low, plasma 25(OH)D levels in the summer have a reduced breast cancer risk, and plasma 25(OH)D may be inversely associated with risk of tumors expressing high levels of VDR. Cancer Res; 76(18); 5423β30. Β©2016 AACR.
Introduction
Vitamin D, a steroid hormone, is an essential component of the endocrine system, responsible for calcium level maintenance, and is hypothesized to play a role in many other body systems. The biologically active metabolite, 1,25(OH)2D, binds to the vitamin D receptor (VDR), which is expressed in many tissues throughout the body, including normal mammary tissue. Activated VDR forms a heterodimer with the retinoid X receptor (RXR), then binds to vitamin D response elements, resulting in transcriptional activation. Experimental evidence supports a role of vitamin D in normal breast development as well as in the inhibition of breast carcinogenesis. VDR is critical for mammary gland development from puberty to pregnancy and involution (1, 2). VDR-regulated genes and proteins represent key inhibitors of mitogenic signaling (3), and VDR agonist administration in several cancer cell lines results in cell-cycle arrest, differentiation, apoptosis, and autophagy (3). 1,25(OH)2D reduces proliferation and promotes differentiation and apoptosis in breast cancer cell lines (4β6), and inhibits growth of both estrogen receptor (ER)+ and ERβ tumors in animal models (7β9).
While 1,25(OH)2D is tightly regulated to maintain calcium homeostasis, 25(OH)D serves as a pool for biologically active vitamin D and thus is a marker of overall vitamin D status (10, 11). Further, normal mammary cells express the critical enzyme 1Ξ±-hydroxylase, encoded by CYP27B1, and can therefore metabolize 25(OH)D into 1,25(OH)2D within the breast (3). The association between circulating 25(OH)D and breast cancer has been assessed in several prospective studies with conflicting results. While no association has been observed in many studies (12β20), significant inverse associations were observed in two studies (21, 22), and a suggested inverse association was observed in our prior analysis in the Nurses' Health Study (NHS) with 701 cases (23). Further, although stronger associations among older or postmenopausal women were reported in two meta-analyses (24, 25) and our prior NHS analysis (23), stronger associations among younger women were observed in two individual studies (20, 21). Thus, results to date are inconsistent and it is not clear if there are specific subgroups that may benefit from higher plasma 25(OH)D.
The importance of the timing of exposure and associations with specific tumor subtypes, including by expression of VDR and RXR, have not been thoroughly investigated, and may have contributed to the inconsistent results. Therefore, in a caseβcontrol study nested within the NHS with more than double the number of cases in our prior publication (23), we examined the association between 25(OH)D and breast cancer risk by using blood samples collected 10 years apart with 20 years of follow-up, and tumor tissue expression of VDR and RXR.
Patients and Methods
Study population
In 1976, 121,701 female, registered nurses, ages 30 to 55 years, were enrolled in NHS. Biennially, participants completed mailed questionnaires on lifestyle, diet, reproductive history, and disease diagnoses. In 1989β1990, 32,826 women ages 43 to 69 years donated blood samples (26). Briefly, each woman arranged to have her blood drawn and shipped overnight with an ice-pack to our laboratory, where it was processed and archived in liquid nitrogen freezers; 97% of samples arrived within 26 hours of collection. In 2000β2002, a second sample was collected, using a similar protocol, from 18,743 of these women, ages 53 to 80 years (27). The follow-up rate among the 32,826 women was 97% in 2010. Information on breast cancer risk factors, including anthropometrics, reproductive history, and diet, was collected from biennial and blood collection questionnaires. The study was approved by the Committee on the Use of Human Subjects in Research at the Brigham and Women's Hospital (Boston, MA); completion of the self-administered questionnaire and blood collection was considered to imply informed consent.
Case and control selection
Cases had no reported cancer (other than nonmelanoma skin) before blood collection and were diagnosed with invasive breast cancer between the first collection and June 2010. The subset of cases diagnosed from 1998 to 2000 was not included for financial reasons. Overall, 1,506 cases of breast cancer were reported and confirmed by medical record review. Time from blood collection to diagnosis ranged from <1 month to 20 years (median = 7.9 years). One control was matched per case by the following factors (at both collections for those with two blood samples): age (Β±2 years), menopausal status and menopausal hormone therapy (HT) use at blood collection and diagnosis (premenopausal, postmenopausal/not taking HT, postmenopausal/taking HT, unknown), and month (Β±1), time of day (Β±2 hours), and fasting status at blood collection (<10 hours after a meal or unknown, β₯10 hours).
25(OH)D assay
Plasma 25(OH)D was assayed in seven batches in three laboratories. The first two batches were assayed in the laboratory of Dr. Michael Hollick. After extraction with absolute ethanol, the extract was treated with a protein-binding assay with a high affinity for 25(OH)D. The third batch was assayed in the laboratory of Dr. Bruce Hollis by radioimmunoassay with radioiodinated tracers after acetonitrile extraction. The remaining batches were assayed at Heartland Assays Inc. using a chemiluminescence immunoassay (28). Coefficients of variations (CV) from blinded quality control (QC) replicates were 18.1% to 21.8% for the first three batches and 6.5% to 9.4% for the remaining batches. Ten samples from controls in each of the first three batches were rerun in the fourth batch to assess laboratory drift and recalibrate the original batches using linear regression, applying the resulting slope and intercept to the original data (29). Correlation across repeated samples between batches was 0.79. Distribution of season of collection across batches was similar to the distributions for each blood collection (1st blood, 53% summer collections; 2nd blood, 66% summer collections).
Tumor data
Cases with available tumor tissue were included in tissue microarrays (TMA) constructed at the Dana Farber Harvard Cancer Center Tissue Microarray Core Facility in Boston, MA, using methods previously described (30, 31). Briefly, three 0.6 mm diameter cores were obtained from each sample, and inserted into TMA blocks that were subsequently cut into 5-ΞΌm paraffin sections prior to immunohistochemical staining. Immunostaining for ER, progesterone receptor (PR), HER2, VDR, and RXR was performed on a Dako Autostainer (Dako Corporation). A study pathologist evaluated invasiveness and histologic grade, as well as read manually the stains for ER, PR, and HER2 (31). For cases with no tumor tissue available, detailed information on case characteristics, including invasiveness, histologic grade, and ER, PR, HER2 status, was extracted from pathology reports. ER and PR were considered positive if β₯1% cells stained for the receptor; HER2 was classified as positive if β₯10% of cells stained for the receptor. We used antibodies for cytoplasmic VDR (mouse monoclonal D-6, sc-13133; Santa Cruz Biotechnology; 1:400 dilution), nuclear VDR (rabbit polyclonal NBP1β19478; Novus Biologicals; 1:500 dilution), and RXR-alpha (rabbit monoclonal D-20, sc-553; Santa Cruz Biotechnology; 1:3,200 dilution). VDR and RXR expression was evaluated by an automated computational image analysis system (Definiens Tissue Studio software); spearman correlations with manual analysis [scored negative, low positive (1%β9% of cells positive), or positive (β₯10% of cells positive)] by a study pathologist were calculated for one TMA (n = 120β133 cases). The VDR cytoplasmic stain obscured cellular borders in strongly positive cases making it difficult to accurately segment cells. Therefore, expression was classified by average IHC intensity for epithelial and stromal cells separately, and means were calculated across evaluable cores and categorized as high (β₯median) versus low (<median). For epithelial cells, the correlation between Definiens and manual read was moderate (r = 0.52); mean IHC intensities, quantified by Definiens, across manually scored categories (negative, low positive, positive) were: 0.21, 0.36, and 0.87. For stromal cells, this stain was challenging for both manual and automated reading of expression, resulting in a lower correlation (r = 0.10); average IHC intensity across manually scored categories (negative, low positive, positive) were: 0.11, 0.10, and 0.12. VDR nuclear expression was assessed by percentage of cells that stained positive for epithelial and stromal cells separately, and categorized as high (β₯median) versus low (<median). The correlation between Definiens and manual read was moderate (r = 0.51 for epithelial; r = 0.46 for stromal); mean percent cells positive, quantified by Definiens, across manually scored categories (negative, low positive, positive) were: 0.15, 0.32, and 0.57 for epithelial and 0.21, 0.31, and 0.43 for stromal. When further assessed by β₯10% cells staining positive, the concordance between the manual and automated reads was 87.5% for epithelial and 78.6% for stromal. Similar to VDR cytoplasmic staining in stromal cells, the RXR stain proved challenging for both manual and automated reading of expression, which contributed to a lower correlation (r = 0.23); mean percent cells high positive, quantified by Definiens, across manually scored categories (negative, low positive, positive) were: 0.03, 0.04, and 0.05. Due to poor distinction by cell type, expression was assessed in stromal and epithelial cells combined. Most tumor specimens had widespread RXR expression; therefore, we used staining intensity to identify the percentage of cells that stained high positive and categorized tumors by high (β₯median) versus low (<median). Given that neither the RXR nor the VDR cytoplasmic stain in the stroma was well measured, we have included these only as secondary analyses.
Statistical analysis
Included in the analyses were 1,506 distinct cases and 1,506 controls. Of these, 1,502 cases and 1,502 controls had 25(OH)D measures from the first blood collection; 413 cases and 413 controls had two 25(OH)D measures from the first and second collections; 4 cases and 4 controls had only second blood measures. Using all available data, 1,215 cases had 25(OH)D measured <10 years before diagnosis, and 704 cases had 25(OH)D measured β₯10 years before diagnosis.
We calculated the intraclass correlation coefficient (ICC) over 10 years among women with two bloods whose samples were collected in concordant seasons. Quintile cutpoints for 25(OH)D were established among all controls. We also assessed β₯30 ng/mL, deemed βsufficientβ by the Endocrine Society (32), and βadequate to highβ by the Institute of Medicine (33). Relative risks (RR) and 95% confidence intervals (CI) were calculated from multivariate conditional logistic regression models adjusted for the following breast cancer risk factors: age at menarche, body mass index (BMI) at age 18, weight change from age 18 to blood draw, parity and age at first birth, family history of breast cancer, and history of benign breast disease. Given that outdoor physical activity may serve as a proxy for sun exposure (34), an important source of vitamin D, our main model did not include physical activity; however, we adjusted for it in sensitivity analyses. Tests for trend were conducted by a Wald test on quintiles medians, modeled continuously. We conducted separate analyses for 25(OH)D measured <10 years and β₯10 years before diagnosis, using all available measures (i.e., first and second blood). We also conducted analyses of all available cases and controls, using one 25(OH)D measure, or when available using the average of two measures. In sensitivity analyses, we used a sine-cosine series to standardize 25(OH)D levels across season (35), and defined quintiles among controls. Unconditional logistic regression models, additionally adjusting for matching factors, were used for stratified analyses.
We evaluated if the 25(OH)D levels and breast cancer association varied by follow-up time, season of blood collection, and lifestyle factors, including BMI, alcohol intake, supplemental vitamin D use, HT use, and menopausal status, using likelihood ratio tests. We assessed the associations with 25(OH)D by ER status, and luminal A (ER-positive or PR-positive, HER2-negative, and grade 1 or 2), luminal B (ER-positive or PR-positive and either HER2-positive or HER2-negative and grade 3), and triple-negative tumors (ER-negative, PR-negative, and HER2-negative; ref. 36). We also examined the associations by tumor invasiveness, histologic grade, tumor size, and lymph node status. We investigated if associations differed by VDR and RXR expression. To test whether associations differed by tumor subtype, we used polychotomous logistic regression (37) with a likelihood ratio test comparing a model with separate slopes for the 25(OH)D in each case group with one with a common slope. All P values were based on two-sided tests and were considered statistically significant if β€0.05. Analyses were conducted by SAS version 9.3 (SAS Institute) or STATA version 11.0 (StataCorp).
Results
At the first collection, cases were more likely than controls to be nulliparous and current smokers, and have a history of benign breast disease and family history of breast cancer (Table 1). By the second collection, women were, on average, 10 years older, slightly heavier, and less likely to smoke. Approximately two-thirds of women were postmenopausal at the first blood collection; nearly all women were postmenopausal at the second collection. The 10-year ICC among 238 controls with 2 blood samples collected in concordant seasons was 0.51, 95% CI (0.42β0.60), with a mean increase (SD) of 12% (52%) in 25(OH)D levels from first to second collection.
.Β | 1989β1990 blood draw .Β | 2000β2002 blood draw .Β | ||
---|---|---|---|---|
.Β | Cases .Β | Controls .Β | Cases .Β | Controls .Β |
NΒ | 1,502Β | 1,502Β | 417Β | 417Β |
Age at blood draw, yΒ | 56.7 (7.1)Β | 56.8 (7.0)Β | 66.6 (6.9)Β | 66.7 (6.8)Β |
BMI at age 18, kg/m2Β | 21.1 (2.7)Β | 21.3 (3.0)Β | βaΒ | βΒ |
BMI at blood draw, kg/m2Β | 25.5 (4.5)Β | 25.2 (4.7)Β | 26.9 (5.1)Β | 26.4 (5.5)Β |
Age at menarche, yΒ | 12.5 (1.6)Β | 12.6 (1.4)Β | βΒ | βΒ |
Nulliparous, %Β | 10.7Β | 8.9Β | βΒ | βΒ |
Age at first birth, yΒ | 24.9 (3.4)Β | 24.7 (3.1)Β | βΒ | βΒ |
Postmenopausal, %Β | 67.3Β | 67.1Β | 98.0Β | 98.3Β |
Age at menopauseb, yΒ | 49.5 (4.4)Β | 49.1 (4.5)Β | 50.3 (3.9)Β | 49.5 (4.5)Β |
Current smokers, %Β | 13.3Β | 10.9Β | 5.0Β | 4.8Β |
Alcohol consumption, g/dΒ | 5.6 (9.6)Β | 5.2 (8.4)Β | 6.4 (10.2)Β | 5.5 (9.0)Β |
History of benign breast disease, %Β | 46.4Β | 37.4Β | 60.9Β | 54.0Β |
Family history of breast cancer, %Β | 15.9Β | 9.9Β | 22.1Β | 13.4Β |
Plasma 25(OH)D, ng/mL [median (10thβ90th percentile)]Β | 24.0 (13.5β35.4)Β | 24.9 (13.7β37.8)Β | 25.3 (14.5β37.7)Β | 25.7 (14.5β41.0)Β |
.Β | 1989β1990 blood draw .Β | 2000β2002 blood draw .Β | ||
---|---|---|---|---|
.Β | Cases .Β | Controls .Β | Cases .Β | Controls .Β |
NΒ | 1,502Β | 1,502Β | 417Β | 417Β |
Age at blood draw, yΒ | 56.7 (7.1)Β | 56.8 (7.0)Β | 66.6 (6.9)Β | 66.7 (6.8)Β |
BMI at age 18, kg/m2Β | 21.1 (2.7)Β | 21.3 (3.0)Β | βaΒ | βΒ |
BMI at blood draw, kg/m2Β | 25.5 (4.5)Β | 25.2 (4.7)Β | 26.9 (5.1)Β | 26.4 (5.5)Β |
Age at menarche, yΒ | 12.5 (1.6)Β | 12.6 (1.4)Β | βΒ | βΒ |
Nulliparous, %Β | 10.7Β | 8.9Β | βΒ | βΒ |
Age at first birth, yΒ | 24.9 (3.4)Β | 24.7 (3.1)Β | βΒ | βΒ |
Postmenopausal, %Β | 67.3Β | 67.1Β | 98.0Β | 98.3Β |
Age at menopauseb, yΒ | 49.5 (4.4)Β | 49.1 (4.5)Β | 50.3 (3.9)Β | 49.5 (4.5)Β |
Current smokers, %Β | 13.3Β | 10.9Β | 5.0Β | 4.8Β |
Alcohol consumption, g/dΒ | 5.6 (9.6)Β | 5.2 (8.4)Β | 6.4 (10.2)Β | 5.5 (9.0)Β |
History of benign breast disease, %Β | 46.4Β | 37.4Β | 60.9Β | 54.0Β |
Family history of breast cancer, %Β | 15.9Β | 9.9Β | 22.1Β | 13.4Β |
Plasma 25(OH)D, ng/mL [median (10thβ90th percentile)]Β | 24.0 (13.5β35.4)Β | 24.9 (13.7β37.8)Β | 25.3 (14.5β37.7)Β | 25.7 (14.5β41.0)Β |
aβ, variables did not change after 1st blood collection.
bAmong postmenopausal women with natural menopause or bilateral oophorectomy.
Among all cases, plasma 25(OH)D levels were not significantly associated with breast cancer risk [top (β₯32.7 ng/mL) vs. bottom (<17.5 ng/mL) quintile, all cases RR = 0.87; 95% CI, 0.67β1.13, P trend = 0.21; Table 2]. Estimates were similar for cases diagnosed less than 10 years [RR (95% CI) = 0.84 (0.63β1.12)] and 10 to 20 years [0.84 (0.58β1.21)] after blood collection. When examined by deciles, women in the highest (vs. lowest) decile had a suggested lower risk of breast cancer [β₯37.8 vs. <13.7 ng/mL, RR = 0.69, 95% CI (0.47β1.01), P trend = 0.06]. Further adjustment for physical activity, plasma carotenoids, or mammography screening did not alter the results. Results also were similar when we used batch-specific cutpoints or season-standardized 25(OH)D levels (data not shown). The interaction between plasma 25(OH)D levels and season of blood collection on breast cancer risk was significant (P interaction = 0.03), with no association observed for samples collected in winter months [NovemberβApril; top vs. bottom quintile RR (95% CI) = 1.10 (0.75β1.60), P trend = 0.64], and a significant inverse association for samples collected in summer months [MayβOctober; comparable RR = 0.66, 95% CI (0.46β0.94), P trend = 0.01)].
.Β | .Β | Q1 .Β | Q2 .Β | Q3 .Β | Q4 .Β | Q5 .Β | .Β |
---|---|---|---|---|---|---|---|
.Β | .Β | <17.5 .Β | 17.5β<22.5 .Β | 22.5β<26.7 .Β | 26.7β<32.7 .Β | β₯32.7 .Β | P trend .Β |
<10 years (1,215 cases)Β | N (ca/co)Β | 201/198Β | 252/234Β | 271/254Β | 264/267Β | 227/262Β | Β |
Β | RR (95% CI)Β | 1.00Β | 1.03 (0.78β1.37)Β | 1.03 (0.78β1.37)Β | 1.00 (0.75β1.33)Β | 0.84 (0.62β1.12)Β | 0.17Β |
β₯10 years (704 cases)Β | N (ca/co)Β | 169/173Β | 161/152Β | 142/117Β | 128/122Β | 104/140Β | Β |
Β | RR (95% CI)Β | 1.00Β | 1.13 (0.83β1.55)Β | 1.31 (0.94β1.84)Β | 1.17 (0.82β1.65)Β | 0.84 (0.58β1.21)Β | 0.44Β |
Overallb (1,506 cases)Β | N (ca/co)Β | 280/287Β | 339/316Β | 359/297Β | 304/309Β | 244/297Β | Β |
Β | RR (95% CI)Β | 1.00Β | 1.10 (0.86β1.39)Β | 1.17 (0.92β1.50)Β | 1.05 (0.82β1.36)Β | 0.87 (0.67β1.13)Β | 0.21Β |
WintercΒ | N (ca/co)Β | 173/189Β | 182/170Β | 149/137Β | 121/119Β | 87/88Β | Β |
Β | RR (95% CI)Β | 1.00Β | 1.19 (0.88β1.60)Β | 1.12 (0.81β1.55)Β | 1.13 (0.81β1.59)Β | 1.10 (0.75β1.60)Β | 0.64Β |
SummercΒ | N (ca/co)Β | 106/95Β | 155/146Β | 189/159Β | 180/190Β | 153/209Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.92 (0.64β1.32)Β | 1.08 (0.76β1.54)Β | 0.85 (0.59β1.21)Β | 0.66 (0.46β0.94)Β | 0.01Β |
.Β | .Β | Q1 .Β | Q2 .Β | Q3 .Β | Q4 .Β | Q5 .Β | .Β |
---|---|---|---|---|---|---|---|
.Β | .Β | <17.5 .Β | 17.5β<22.5 .Β | 22.5β<26.7 .Β | 26.7β<32.7 .Β | β₯32.7 .Β | P trend .Β |
<10 years (1,215 cases)Β | N (ca/co)Β | 201/198Β | 252/234Β | 271/254Β | 264/267Β | 227/262Β | Β |
Β | RR (95% CI)Β | 1.00Β | 1.03 (0.78β1.37)Β | 1.03 (0.78β1.37)Β | 1.00 (0.75β1.33)Β | 0.84 (0.62β1.12)Β | 0.17Β |
β₯10 years (704 cases)Β | N (ca/co)Β | 169/173Β | 161/152Β | 142/117Β | 128/122Β | 104/140Β | Β |
Β | RR (95% CI)Β | 1.00Β | 1.13 (0.83β1.55)Β | 1.31 (0.94β1.84)Β | 1.17 (0.82β1.65)Β | 0.84 (0.58β1.21)Β | 0.44Β |
Overallb (1,506 cases)Β | N (ca/co)Β | 280/287Β | 339/316Β | 359/297Β | 304/309Β | 244/297Β | Β |
Β | RR (95% CI)Β | 1.00Β | 1.10 (0.86β1.39)Β | 1.17 (0.92β1.50)Β | 1.05 (0.82β1.36)Β | 0.87 (0.67β1.13)Β | 0.21Β |
WintercΒ | N (ca/co)Β | 173/189Β | 182/170Β | 149/137Β | 121/119Β | 87/88Β | Β |
Β | RR (95% CI)Β | 1.00Β | 1.19 (0.88β1.60)Β | 1.12 (0.81β1.55)Β | 1.13 (0.81β1.59)Β | 1.10 (0.75β1.60)Β | 0.64Β |
SummercΒ | N (ca/co)Β | 106/95Β | 155/146Β | 189/159Β | 180/190Β | 153/209Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.92 (0.64β1.32)Β | 1.08 (0.76β1.54)Β | 0.85 (0.59β1.21)Β | 0.66 (0.46β0.94)Β | 0.01Β |
aAdjusted for age at menarche (continuous), BMI at age 18 (continuous), weight change from age 18 to blood draw (continuous), parity and age at first birth (nulliparous, 1β2 children/<25 years, 1β2 children/β₯25 years, β₯3 children/<25 years, β₯3 children/β₯25 years), family history of breast cancer (yes/no), history of benign breast disease (yes/no).
bOverall values use the 1990 blood collection or the average of 1990 and 2000 blood collections if available and collected in concordant seasons.
cUnconditional logistic regression, additionally adjusting for matching factors: fasting status (yes/no), time of blood draw (1 amβ8 am, 9 amβnoon, 1 pmβmidnight), age at blood draw (continuous), menopausal status and postmenopausal hormone therapy use (premenopausal/unknown menopause status, postmenopausal/no hormone use, postmenopausal/current hormone therapy); P interaction with season = 0.03.
Interactions between menopausal status, HT use, alcohol intake, supplemental vitamin D use, BMI, and 25(OH)D levels were not significant (data not shown). Associations were not significantly different by most tumor characteristics, including ER status, histology, nodal involvement, differentiation, molecular subtype, and lethal outcome (Table 3). However, the association was significantly stronger among larger tumors (β₯2 vs. <2 cm) both overall [β₯30 vs. <30 ng/mL RR (95% CI) β₯2 cm = 0.71 (0.52β0.95); <2 cm = 0.96 (0.79β1.15); P heterogeneity = 0.02] and with summer levels [β₯2 cm = 0.55 (0.37β0.83); <2 cm = 0.83 (0.66β1.05); P heterogeneity = 0.02].
.Β | .Β | Overall .Β | Winter levels .Β | Summer levels .Β | ||||||
---|---|---|---|---|---|---|---|---|---|---|
.Β | .Β | <30 .Β | β₯30 .Β | P het .Β | <30 .Β | β₯30 .Β | P het .Β | <30 .Β | β₯30 .Β | P het .Β |
All casesΒ | N (ca/coa)Β | 1,133/1,099Β | 373/407Β | Β | 576/576Β | 136/127Β | Β | 552/519Β | 231/280Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.90 (0.76β1.08)Β | βΒ | 1.00Β | 1.10 (0.83β1.45)Β | βΒ | 1.00Β | 0.77 (0.62β0.96)Β | βΒ |
ER+Β | N (cases)Β | 859Β | 282Β | Β | 430Β | 105Β | Β | 426Β | 172Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.89 (0.74β1.08)Β | Β | 1.00Β | 1.14 (0.85β1.54)Β | Β | 1.00Β | 0.74 (0.59β0.94)Β | Β |
ERβΒ | N (cases)Β | 198Β | 63Β | Β | 104Β | 23Β | Β | 93Β | 40Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.87 (0.63β1.20)Β | 0.87Β | 1.00Β | 0.99 (0.59β1.65)Β | 0.70Β | 1.00Β | 0.81 (0.53β1.22)Β | 0.76Β |
DuctalΒ | N (cases)Β | 927Β | 297Β | Β | 468Β | 109Β | Β | 454Β | 184Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.88 (0.73β1.06)Β | Β | 1.00Β | 1.09 (0.81β1.46)Β | Β | 1.00Β | 0.76 (0.60β0.96)Β | Β |
LobularΒ | N (cases)Β | 139Β | 54Β | Β | 75Β | 17Β | Β | 64Β | 35Β | Β |
Β | RR (95% CI)Β | 1.00Β | 1.04 (0.73β1.48)Β | 0.15Β | 1.00Β | 0.96 (0.53β1.73)Β | 0.93Β | 1.00Β | 0.99 (0.63β1.57)Β | 0.19Β |
Well differentiatedΒ | N (cases)Β | 283Β | 88Β | Β | 151Β | 33Β | Β | 132Β | 54Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.85 (0.65β1.12)Β | Β | 1.00Β | 0.99 (0.64β1.54)Β | Β | 1.00Β | 0.76 (0.53β1.08)Β | Β |
Moderately differentiatedΒ | N (cases)Β | 476Β | 152Β | Β | 239Β | 60Β | Β | 233Β | 90Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.86 (0.69β1.07)Β | Β | 1.00Β | 1.17 (0.82β1.67)Β | Β | 1.00Β | 0.71 (0.53β0.95)Β | Β |
Poorly differentiatedΒ | N (cases)Β | 221Β | 61Β | Β | 114Β | 22Β | Β | 106Β | 36Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.80 (0.58β1.10)Β | 0.85Β | 1.00Β | 0.96 (0.57β1.61)Β | 0.60Β | 1.00Β | 0.65 (0.43β1.00)Β | 0.75Β |
Node negativeΒ | N (cases)Β | 858Β | 296Β | Β | 426Β | 108Β | Β | 429Β | 184Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.94 (0.78β1.12)Β | Β | 1.00Β | 1.19 (0.89β1.60)Β | Β | 1.00Β | 0.78 (0.62β0.99)Β | Β |
Node positiveΒ | N (cases)Β | 273Β | 77Β | Β | 150Β | 28Β | Β | 121Β | 47Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.79 (0.59β1.06)Β | 0.26Β | 1.00Β | 0.82 (0.51β1.31)Β | 0.18Β | 1.00Β | 0.76 (0.52β1.12)Β | 0.61Β |
Tumor <2 cmΒ | N (cases)Β | 818Β | 289Β | Β | 413Β | 100Β | Β | 403Β | 184Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.96 (0.79β1.15)Β | Β | 1.00Β | 1.14 (0.84β1.54)Β | Β | 1.00Β | 0.83 (0.66β1.05)Β | Β |
Tumor β₯2 cmΒ | N (cases)Β | 277Β | 69Β | Β | 143Β | 31Β | Β | 131Β | 37Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.71 (0.52β0.95)Β | 0.02Β | 1.00Β | 1.01 (0.64β1.59)Β | 0.62Β | 1.00Β | 0.55 (0.37β0.83)Β | 0.02Β |
Luminal AΒ | N (cases)Β | 443Β | 142Β | Β | 227Β | 56Β | Β | 214Β | 84Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.88 (0.69β1.10)Β | Β | 1.00Β | 1.13 (0.78β1.63)Β | Β | 1.00Β | 0.72 (0.53β0.97)Β | Β |
Luminal BΒ | N (cases)Β | 139Β | 45Β | Β | 71Β | 15Β | Β | 68Β | 28Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.92 (0.63β1.33)Β | Β | 1.00Β | 1.03 (0.56β1.90)Β | Β | 1.00Β | 0.82 (0.51β1.33)Β | Β |
Triple negativeΒ | N (cases)Β | 80Β | 19Β | Β | 44Β | 10Β | Β | 35Β | 9Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.68 (0.40β1.16)Β | 0.44Β | 1.00Β | 1.06 (0.50β2.25)Β | 0.21Β | 1.00Β | 0.45 (0.21β0.96)Β | 0.52Β |
Lethal/recurrentΒ | N (cases)Β | 200Β | 64Β | Β | 101Β | 26Β | Β | 98Β | 37Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.85 (0.62β1.17)Β | Β | 1.00Β | 1.08 (0.65β1.79)Β | Β | 1.00Β | 0.71 (0.47β1.08)Β | Β |
Not lethal or recurrentΒ | N (cases)Β | 933Β | 309Β | Β | 475Β | 110Β | Β | 454Β | 194Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.91 (0.76β1.09)Β | 0.90Β | 1.00Β | 1.09 (0.81β1.46)Β | 0.70Β | 1.00Β | 0.79 (0.63β1.00)Β | 0.56Β |
.Β | .Β | Overall .Β | Winter levels .Β | Summer levels .Β | ||||||
---|---|---|---|---|---|---|---|---|---|---|
.Β | .Β | <30 .Β | β₯30 .Β | P het .Β | <30 .Β | β₯30 .Β | P het .Β | <30 .Β | β₯30 .Β | P het .Β |
All casesΒ | N (ca/coa)Β | 1,133/1,099Β | 373/407Β | Β | 576/576Β | 136/127Β | Β | 552/519Β | 231/280Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.90 (0.76β1.08)Β | βΒ | 1.00Β | 1.10 (0.83β1.45)Β | βΒ | 1.00Β | 0.77 (0.62β0.96)Β | βΒ |
ER+Β | N (cases)Β | 859Β | 282Β | Β | 430Β | 105Β | Β | 426Β | 172Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.89 (0.74β1.08)Β | Β | 1.00Β | 1.14 (0.85β1.54)Β | Β | 1.00Β | 0.74 (0.59β0.94)Β | Β |
ERβΒ | N (cases)Β | 198Β | 63Β | Β | 104Β | 23Β | Β | 93Β | 40Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.87 (0.63β1.20)Β | 0.87Β | 1.00Β | 0.99 (0.59β1.65)Β | 0.70Β | 1.00Β | 0.81 (0.53β1.22)Β | 0.76Β |
DuctalΒ | N (cases)Β | 927Β | 297Β | Β | 468Β | 109Β | Β | 454Β | 184Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.88 (0.73β1.06)Β | Β | 1.00Β | 1.09 (0.81β1.46)Β | Β | 1.00Β | 0.76 (0.60β0.96)Β | Β |
LobularΒ | N (cases)Β | 139Β | 54Β | Β | 75Β | 17Β | Β | 64Β | 35Β | Β |
Β | RR (95% CI)Β | 1.00Β | 1.04 (0.73β1.48)Β | 0.15Β | 1.00Β | 0.96 (0.53β1.73)Β | 0.93Β | 1.00Β | 0.99 (0.63β1.57)Β | 0.19Β |
Well differentiatedΒ | N (cases)Β | 283Β | 88Β | Β | 151Β | 33Β | Β | 132Β | 54Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.85 (0.65β1.12)Β | Β | 1.00Β | 0.99 (0.64β1.54)Β | Β | 1.00Β | 0.76 (0.53β1.08)Β | Β |
Moderately differentiatedΒ | N (cases)Β | 476Β | 152Β | Β | 239Β | 60Β | Β | 233Β | 90Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.86 (0.69β1.07)Β | Β | 1.00Β | 1.17 (0.82β1.67)Β | Β | 1.00Β | 0.71 (0.53β0.95)Β | Β |
Poorly differentiatedΒ | N (cases)Β | 221Β | 61Β | Β | 114Β | 22Β | Β | 106Β | 36Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.80 (0.58β1.10)Β | 0.85Β | 1.00Β | 0.96 (0.57β1.61)Β | 0.60Β | 1.00Β | 0.65 (0.43β1.00)Β | 0.75Β |
Node negativeΒ | N (cases)Β | 858Β | 296Β | Β | 426Β | 108Β | Β | 429Β | 184Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.94 (0.78β1.12)Β | Β | 1.00Β | 1.19 (0.89β1.60)Β | Β | 1.00Β | 0.78 (0.62β0.99)Β | Β |
Node positiveΒ | N (cases)Β | 273Β | 77Β | Β | 150Β | 28Β | Β | 121Β | 47Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.79 (0.59β1.06)Β | 0.26Β | 1.00Β | 0.82 (0.51β1.31)Β | 0.18Β | 1.00Β | 0.76 (0.52β1.12)Β | 0.61Β |
Tumor <2 cmΒ | N (cases)Β | 818Β | 289Β | Β | 413Β | 100Β | Β | 403Β | 184Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.96 (0.79β1.15)Β | Β | 1.00Β | 1.14 (0.84β1.54)Β | Β | 1.00Β | 0.83 (0.66β1.05)Β | Β |
Tumor β₯2 cmΒ | N (cases)Β | 277Β | 69Β | Β | 143Β | 31Β | Β | 131Β | 37Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.71 (0.52β0.95)Β | 0.02Β | 1.00Β | 1.01 (0.64β1.59)Β | 0.62Β | 1.00Β | 0.55 (0.37β0.83)Β | 0.02Β |
Luminal AΒ | N (cases)Β | 443Β | 142Β | Β | 227Β | 56Β | Β | 214Β | 84Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.88 (0.69β1.10)Β | Β | 1.00Β | 1.13 (0.78β1.63)Β | Β | 1.00Β | 0.72 (0.53β0.97)Β | Β |
Luminal BΒ | N (cases)Β | 139Β | 45Β | Β | 71Β | 15Β | Β | 68Β | 28Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.92 (0.63β1.33)Β | Β | 1.00Β | 1.03 (0.56β1.90)Β | Β | 1.00Β | 0.82 (0.51β1.33)Β | Β |
Triple negativeΒ | N (cases)Β | 80Β | 19Β | Β | 44Β | 10Β | Β | 35Β | 9Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.68 (0.40β1.16)Β | 0.44Β | 1.00Β | 1.06 (0.50β2.25)Β | 0.21Β | 1.00Β | 0.45 (0.21β0.96)Β | 0.52Β |
Lethal/recurrentΒ | N (cases)Β | 200Β | 64Β | Β | 101Β | 26Β | Β | 98Β | 37Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.85 (0.62β1.17)Β | Β | 1.00Β | 1.08 (0.65β1.79)Β | Β | 1.00Β | 0.71 (0.47β1.08)Β | Β |
Not lethal or recurrentΒ | N (cases)Β | 933Β | 309Β | Β | 475Β | 110Β | Β | 454Β | 194Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.91 (0.76β1.09)Β | 0.90Β | 1.00Β | 1.09 (0.81β1.46)Β | 0.70Β | 1.00Β | 0.79 (0.63β1.00)Β | 0.56Β |
NOTE: Adjusted for fasting status (yes/no), time of blood draw (1 amβ8 am, 9 amβnoon, 1 pmβmidnight), age at blood draw (continuous), menopausal status and postmenopausal hormone therapy use (premenopausal/unknown menopause status, postmenopausal/no hormone use, postmenopausal/current hormone therapy), age at menarche (continuous), BMI at age 18 (continuous), weight change from age 18 to blood draw (continuous), parity and age at first birth (nulliparous, 1β2 children/<25 years, 1β2 children/β₯25 years, β₯3 children/<25 years, β₯3 children/β₯25 years), family history of breast cancer (yes/no), history of benign breast disease (yes/no).
Overall additionally adjusted for season (winter/summer).
aNumber of controls remains the same in all analyses below.
Among 669 cases with tumor VDR and/or RXR expression, we observed no association overall [β₯30 vs. <30 ng/mL RR (95% CI) = 0.91 (0.73β1.13)] and a suggestively inverse association with summer levels [0.79 (0.59β1.06); Table 4]. No significant difference was observed by cytoplasmic VDR expression in epithelial cells [25(OH)D β₯ vs. <30 ng/mL, RR (95% CI) β₯median = 0.93 (0.70β1.24); <median = 0.86 (0.63β1.17); P heterogeneity = 0.99]. However, suggestive or significantly stronger associations were observed for tumors with high nuclear VDR expression in stromal (but not epithelial) tissue [all blood samples β₯30 ng/mL, β₯median VDR, RR (95% CI) = 0.67 (0.48β0.93) vs. <median VDR = 0.98 (0.72β1.35), P heterogeneity = 0.12; summer levels β₯median VDR = 0.55 (0.35β0.85) vs. <median VDR = 1.12 (0.75β1.69), P heterogeneity = 0.01]. Similar results were observed when we defined high expression by the top 25th or 10th percentile of expression (data not shown). In secondary analyses, associations with 25(OH)D were not significantly different by tumor RXR expression or cytoplasmic VDR expression in stromal tissue (P heterogeneity β₯ 0.21). No significant heterogeneity was observed by combined VDR (nuclear)/RXR expression overall (P heterogeneity = 0.29), with suggested inverse associations observed for tumors with high VDR expression, regardless of RXR expression [β₯30 ng/mL RR (95% CI) high/high = 0.68 (0.43β1.06); high/low = 0.68 (0.42β1.11)]. VDR expression was not correlated with tumor size (cytoplasmic epithelial, and nuclear, epithelial and stromal, r range β0.02 to β0.12).
.Β | .Β | Overall .Β | Winter levels .Β | Summer levels .Β | ||||||
---|---|---|---|---|---|---|---|---|---|---|
.Β | .Β | <30 .Β | β₯30 .Β | P het .Β | <30 .Β | β₯30 .Β | P het .Β | <30 .Β | β₯30 .Β | P het .Β |
All cases with tissueΒ | N (ca/coa)Β | 505/1,099Β | 164/407Β | Β | 278/576Β | 65/127Β | Β | 226/519Β | 98/280Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.91 (0.73β1.13)Β | βΒ | 1.00Β | 1.08 (0.76β1.52)Β | βΒ | 1.00Β | 0.79 (0.59β1.06)Β | βΒ |
VDR cytoplasmic, epithelialΒ | ||||||||||
βHighΒ | N (cases)Β | 253Β | 84Β | Β | 146Β | 35Β | Β | 107Β | 48Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.93 (0.70β1.24)Β | Β | 1.00Β | 1.01 (0.66β1.57)Β | Β | 1.00Β | 0.85 (0.58β1.25)Β | Β |
βLowΒ | N (cases)Β | 220Β | 69Β | Β | 113Β | 26Β | Β | 106Β | 43Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.86 (0.63β1.17)Β | 0.99Β | 1.00Β | 1.13 (0.69β1.85)Β | 0.89Β | 1.00Β | 0.72 (0.48β1.07)Β | 0.69Β |
VDR nuclear, stromalΒ | ||||||||||
βHighΒ | N (cases)Β | 208Β | 52Β | Β | 106Β | 21Β | Β | 102Β | 31Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.67 (0.48β0.93)Β | Β | 1.00Β | 0.90 (0.53β1.53)Β | Β | 1.00Β | 0.55 (0.35β0.85)Β | Β |
βLowΒ | N (cases)Β | 200Β | 68Β | Β | 123Β | 21Β | Β | 76Β | 47Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.98 (0.72β1.35)Β | 0.12Β | 1.00Β | 0.80 (0.47β1.33)Β | 0.66Β | 1.00Β | 1.12 (0.75β1.69)Β | 0.01Β |
VDR nuclear, epithelialΒ | ||||||||||
βHighΒ | N (cases)Β | 198Β | 56Β | Β | 110Β | 21Β | Β | 87Β | 35Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.79 (0.56β1.10)Β | Β | 1.00Β | 0.87 (0.51β1.48)Β | Β | 1.00Β | 0.76 (0.49β1.18)Β | Β |
βLowΒ | N (cases)Β | 188Β | 60Β | Β | 107Β | 17Β | Β | 81Β | 43Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.87 (0.62β1.20)Β | 0.50Β | 1.00Β | 0.72 (0.41β1.27)Β | 0.60Β | 1.00Β | 0.94 (0.62β1.43)Β | 0.31Β |
.Β | .Β | Overall .Β | Winter levels .Β | Summer levels .Β | ||||||
---|---|---|---|---|---|---|---|---|---|---|
.Β | .Β | <30 .Β | β₯30 .Β | P het .Β | <30 .Β | β₯30 .Β | P het .Β | <30 .Β | β₯30 .Β | P het .Β |
All cases with tissueΒ | N (ca/coa)Β | 505/1,099Β | 164/407Β | Β | 278/576Β | 65/127Β | Β | 226/519Β | 98/280Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.91 (0.73β1.13)Β | βΒ | 1.00Β | 1.08 (0.76β1.52)Β | βΒ | 1.00Β | 0.79 (0.59β1.06)Β | βΒ |
VDR cytoplasmic, epithelialΒ | ||||||||||
βHighΒ | N (cases)Β | 253Β | 84Β | Β | 146Β | 35Β | Β | 107Β | 48Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.93 (0.70β1.24)Β | Β | 1.00Β | 1.01 (0.66β1.57)Β | Β | 1.00Β | 0.85 (0.58β1.25)Β | Β |
βLowΒ | N (cases)Β | 220Β | 69Β | Β | 113Β | 26Β | Β | 106Β | 43Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.86 (0.63β1.17)Β | 0.99Β | 1.00Β | 1.13 (0.69β1.85)Β | 0.89Β | 1.00Β | 0.72 (0.48β1.07)Β | 0.69Β |
VDR nuclear, stromalΒ | ||||||||||
βHighΒ | N (cases)Β | 208Β | 52Β | Β | 106Β | 21Β | Β | 102Β | 31Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.67 (0.48β0.93)Β | Β | 1.00Β | 0.90 (0.53β1.53)Β | Β | 1.00Β | 0.55 (0.35β0.85)Β | Β |
βLowΒ | N (cases)Β | 200Β | 68Β | Β | 123Β | 21Β | Β | 76Β | 47Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.98 (0.72β1.35)Β | 0.12Β | 1.00Β | 0.80 (0.47β1.33)Β | 0.66Β | 1.00Β | 1.12 (0.75β1.69)Β | 0.01Β |
VDR nuclear, epithelialΒ | ||||||||||
βHighΒ | N (cases)Β | 198Β | 56Β | Β | 110Β | 21Β | Β | 87Β | 35Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.79 (0.56β1.10)Β | Β | 1.00Β | 0.87 (0.51β1.48)Β | Β | 1.00Β | 0.76 (0.49β1.18)Β | Β |
βLowΒ | N (cases)Β | 188Β | 60Β | Β | 107Β | 17Β | Β | 81Β | 43Β | Β |
Β | RR (95% CI)Β | 1.00Β | 0.87 (0.62β1.20)Β | 0.50Β | 1.00Β | 0.72 (0.41β1.27)Β | 0.60Β | 1.00Β | 0.94 (0.62β1.43)Β | 0.31Β |
NOTE: Adjusted for fasting status (yes/no), time of blood draw (1 amβ8 am, 9 amβnoon, 1 pmβmidnight), age at blood draw (continuous), menopausal status and postmenopausal hormone therapy use (premenopausal/unknown menopause status, postmenopausal/no hormone use, postmenopausal/current hormone therapy), age at menarche (continuous), BMI at age 18 (continuous), weight change from age 18 to blood draw (continuous), parity and age at first birth (nulliparous, 1β2 children/<25 years, 1β2 children/β₯25 years, β₯3 children/<25 years, β₯3 children/β₯25 years), family history of breast cancer (yes/no), history of benign breast disease (yes/no).
Overall additionally adjusted for season (winter/summer).
aNumber of controls remains the same in all analyses below.
Discussion
Although no association was observed overall in this large prospective study of plasma 25(OH)D levels and breast cancer risk, women with relatively high, compared with low, levels in summer months were at reduced risk. Further, an inverse association was apparent for tumors with high levels of nuclear VDR expression in tumor stromal cells.
In our previous analysis of 701 cases within the NHS, we observed a suggestive inverse association between plasma 25(OH)D and breast cancer risk (23), and a significant inverse association was observed in the French E3N study [top vs. bottom tertile RR = 0.73, 95% CI (0.55β0.96), N = 636 cases; ref. 21]. In the Multiethnic Cohort Study, an inverse association was observed among Caucasian women [per 10 ng/mL increase RR = 0.66, 95% CI (0.48β0.90), N = 147 cases], but not women of other races (22). In this updated NHS analysis, with more than double the number of cases, we did not observe a significant association overall, consistent with many other prospective studies of circulating 25(OH)D and breast cancer risk (12β20), with case numbers ranging from 211 (15) to 1,391 (19). We also did not observe significant differences in exposure either <10 years before diagnosis or 10 to 20 years before diagnosis. However, we observed heterogeneity by season of blood collection, with a significant inverse association observed with summer measures of plasma 25(OH)D.
Vitamin D sources include diet, encompassing both naturally occurring and supplemental sources, and endogenous production as a result of sun exposure. Given the latter, circulating 25(OH)D fluctuates seasonally, as is evident in our controls where mean levels were 22.8 ng/mL in samples collected November through April, and 27.5 ng/mL in samples collected May through October. While reproducibility over time is good for 25(OH)D (20, 38), ICCs are higher when blood samples are collected in concordant seasons (20). Studies of 25(OH)D and breast cancer have addressed this seasonal variation in a number of ways, including adjusting for season in the analysis (12, 22) and standardizing all blood values for season (19, 20, 39). In secondary analyses, several studies have stratified by season (12, 14, 17, 20, 23) or used season-specific cutpoints (12, 14, 16, 17, 23). While many of these studies did not observe significant differences by season (12, 14, 17, 23), summer levels in the NYUWHS study were suggestively inversely associated with breast cancer risk [β₯75 nmol/L vs. <50 nmol/L RR (95% CI) = 0.69 (0.45β1.07)], whereas winter levels were not [0.91 (0.58β1.44); ref. 20] similar to what we observed in the current analysis. One possible explanation for the differences in association we observed by season is that women with low 25(OH)D levels in the summer are likely truly low year-round, whereas women with low levels in the winter are more likely to be misclassified if their endogenous production increases with sun exposure in the summer. These seasonal differences and any potential variation by latitude should be explored further in future studies.
A few prior studies have examined the association with 25(OH)D by ER status of breast tumors, with no significant heterogeneity (14, 17, 19, 20, 23), as we observed in the current analysis. To our knowledge, ours is the first study to investigate potential heterogeneity by grade, tumor size, luminal A/B and triple-negative subtypes, and lethal/recurrent outcomes. For most tumor characteristics, we did not observe significant heterogeneity in the overall association. The exception was tumor size, where we observed an inverse association between plasma 25(OH)D and large tumors. While larger tumor size may represent a more aggressive tumor, we did not consistently observe inverse associations with other markers of more aggressive tumors, and thus this may have been a chance finding.
This is the first study to investigate the association of 25(OH)D levels with breast cancer risk by tumor expression of VDR and RXR. These receptors play an important role in the function of vitamin D as the heterodimer of VDR and RXR, along with the ligand 1,25(OH)2D, bind to vitamin D response elements and affect transcriptional activation. Further, they are relevant to breast tissue in particular, as VDR-null mice have excessive mammary gland proliferation and branching as well as impaired apoptosis during puberty, pregnancy, and involution (1, 2). Although we measured these receptors in tumor tissue, we are assuming tumor expression is a proxy for the surrounding normal tissue at the time of cancer development, which is likely a reasonable assumption given these receptors are not typically mutated or overexpressed in breast tumors (40). We hypothesized that higher expression of VDR and RXR would result in a higher likelihood for 25(OH)D to inhibit tumor growth; therefore, higher 25(OH)D levels would be more strongly inversely associated with tumors that expressed VDR and/or RXR. Consistent with our hypothesis, we observed suggestively stronger inverse associations between 25(OH)D levels and breast tumors expressing high levels of nuclear VDR. Although we did not observe significant associations by expression levels of VDR in the cytoplasm of stromal cells or RXR, the difficulties we experienced in reading these stains may have inhibited our ability to detect an important association.
We quantified VDR expression in both the cytoplasm and nuclear compartments. Evidence suggests VDR is present in the cytoplasm, but migrates to the nucleus once activated (41), suggesting that nuclear expression is a marker of active receptors. We also assessed expression in both stromal and epithelial cells, finding stronger inverse associations with 25(OH)D and stromal nuclear VDR expression. Interactions between stromal and epithelial cells are key in the development and maintenance of mammary glands (42), with stromal fibroblasts and adipocytes providing critical growth factor signals (3). Evidence also suggests that vitamin D activity, specifically, in the stromal tissue is important (3). Breast adipocytes express CYP27B1, which generates 1,25(OH)2D, allowing adipocyte VDR signaling to contribute to mammary epithelial cell growth regulation (43). Thus, while it may be a chance finding that our results were stronger with stromal, but not epithelial, VDR expression, there is biological rationale that this tissue compartment may be critical in the role vitamin D plays in reducing breast cancer risk.
Our study has several strengths, including a large sample size. It is the first comprehensive assessment of timing of 25(OH)D exposure, with blood samples collected 10 years apart and 20 years of follow-up. It is also the first study to investigate the association by tumor expression of VDR and RXR. Although we cannot eliminate the possibility of residual confounding, the comprehensive information on breast cancer risk factors in the NHS allowed for thorough adjustment for potential confounders. While only one blood sample was available for the majority of women, reproducibility over a 2- to 3-year period in the NHS is very good (38). Further, we reduced measurement error by averaging the values of two blood samples 10 years apart, when available.
The results of this large prospective analysis suggest that overall 25(OH)D levels are not importantly associated with breast cancer. However, our results also suggest that 25(OH)D may be important in some contexts. Our finding of inverse associations when 25(OH)D levels are measured during months with higher average sun exposure, and among the subset of breast cancers with high VDR expression warrants follow-up in additional studies.
Disclosure of Potential Conflicts of Interest
No potential conflicts of interest were disclosed.
Disclaimer
The study sponsors had no role in the design of the study; the collection, analysis, and interpretation of the data; the writing of the article; or the decision to submit the article for publication.
Authors' Contributions
Conception and design: A.H. Eliassen, E.T. Warner, R.M. Tamimi, S.E. Hankinson
Development of methodology: A.H. Eliassen, E.T. Warner, L.C. Collins, S.E. Hankinson
Acquisition of data (provided animals, acquired and managed patients, provided facilities, etc.): A.H. Eliassen, E.T. Warner, L.C. Collins, A.H. Beck, R.M. Tamimi, S.E. Hankinson
Analysis and interpretation of data (e.g., statistical analysis, biostatistics, computational analysis): A.H. Eliassen, E.T. Warner, B. Rosner, A.H. Beck, R.M. Tamimi, S.E. Hankinson
Writing, review, and/or revision of the manuscript: A.H. Eliassen, E.T. Warner, B. Rosner, L.C. Collins, A.H. Beck, L.M. Quintana, R.M. Tamimi, S.E. Hankinson
Administrative, technical, or material support (i.e., reporting or organizing data, constructing databases): A.H. Eliassen, E.T. Warner, R.M. Tamimi
Study supervision: A.H. Eliassen, R.M. Tamimi
Other (evaluation and interpretation of pathology sections): L.M. Quintana
Acknowledgments
We would like to thank the participants and staff of the NHS for their valuable contributions as well as the following state cancer registries for their help: AL, AZ, AR, CA, CO, CT, DE, FL, GA, ID, IL, IN, IA, KY, LA, ME, MD, MA, MI, NE, NH, NJ, NY, NC, ND, OH, OK, OR, PA, RI, SC, TN, TX, VA, WA, and WY. The authors assume full responsibility for analyses and interpretation of these data.
Grant Support
This work was supported by the NCI at the NIH (R01 CA49449, Principal Investigator: S. E. Hankinson; P01 CA87969; and UM1 CA186107).
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