Abstract
Laboratory and animal research support a protective role for vitamin D in breast carcinogenesis, but epidemiologic studies have been inconclusive. To examine comprehensively the relationship of circulating 25-hydroxyvitamin D [25(OH)D] to subsequent breast cancer incidence, we harmonized and pooled participant-level data from 10 U.S. and 7 European prospective cohorts. Included were 10,484 invasive breast cancer cases and 12,953 matched controls. Median age (interdecile range) was 57 (42–68) years at blood collection and 63 (49–75) years at breast cancer diagnosis. Prediagnostic circulating 25(OH)D was either newly measured using a widely accepted immunoassay and laboratory or, if previously measured by the cohort, calibrated to this assay to permit using a common metric. Study-specific relative risks (RRs) for season-standardized 25(OH)D concentrations were estimated by conditional logistic regression and combined by random-effects models. Circulating 25(OH)D increased from a median of 22.6 nmol/L in consortium-wide decile 1 to 93.2 nmol/L in decile 10. Breast cancer risk in each decile was not statistically significantly different from risk in decile 5 in models adjusted for breast cancer risk factors, and no trend was apparent (P-trend = 0.64). Compared to women with sufficient 25(OH)D based on Institute of Medicine guidelines (50– < 62.5 nmol/L), RRs were not statistically significantly different at either low concentrations (< 20 nmol/L, 3% of controls) or high concentrations (100– < 125 nmol/L, 3% of controls; ≥ 125 nmol/L, 0.7% of controls). RR per 25 nmol/L increase in 25(OH)D was 0.99 [95% confidence intervaI (CI) 0.95–1.03]. Associations remained null across subgroups, including those defined by body mass index, physical activity, latitude, and season of blood collection. Although none of the associations by tumor characteristics reached statistical significance, suggestive inverse associations were seen for distant and triple negative tumors. Circulating 25(OH)D, comparably measured in 17 international cohorts and season-standardized, was not related to subsequent incidence of invasive breast cancer over a broad range in vitamin D status.
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The data described in the manuscript will not be made available because we do not have permission to disclose or release the data from the participating cohorts, as specified in their executed data use agreements.
References
Siegel RL, Miller KD, Fuchs HE, Jemal A. Cancer statistics, 2021. CA Cancer J Clin. 2021;71(1):7–33. https://doi.org/10.3322/caac.21654.
World Health Organization, International Agency for Research on Cancer. Global Cancer Observatory. 2021 [cited 2021]. https://gco.iarc.fr/
Dietary reference intakes for calcium and vitamin D. Washington, D.C.: The National Academies Press; 2011.
Feldman D, Krishnan AV, Swami S, Giovannucci E, Feldman BJ. The role of vitamin D in reducing cancer risk and progression. Nat Rev Cancer. 2014;14(5):342–57. https://doi.org/10.1038/nrc3691.
Welsh J. Function of the vitamin D endocrine system in mammary gland and breast cancer. Mol Cell Endocrinol. 2017;453:88–95. https://doi.org/10.1016/j.mce.2017.04.026.
Kim Y, Franke AA, Shvetsov YB, et al. Plasma 25-hydroxyvitamin D3 is associated with decreased risk of postmenopausal breast cancer in whites: a nested case-control study in the Multiethnic Cohort Study. BMC Cancer. 2014;14:29. https://doi.org/10.1186/1471-2407-14-29.
Engel P, Fagherazzi G, Boutten A, et al. Serum 25(OH) vitamin D and risk of breast cancer: a nested case-control study from the French E3N cohort. Cancer Epidemiol Biomark Prev. 2010;19(9):2341–50. https://doi.org/10.1158/1055-9965.EPI-10-0264.
Bertone-Johnson ER, Chen WY, Holick MF, et al. Plasma 25-hydroxyvitamin D and 1,25-dihydroxyvitamin D and risk of breast cancer. Cancer Epidemiol Biomark Prev. 2005;14(8):1991–7. https://doi.org/10.1158/1055-9965.EPI-04-0722.
Almquist M, Bondeson AG, Bondeson L, Malm J, Manjer J. Serum levels of vitamin D, PTH and calcium and breast cancer risk-a prospective nested case-control study. Int J Cancer. 2010;127(9):2159–68. https://doi.org/10.1002/ijc.25215.
Neuhouser ML, Manson JE, Millen A, et al. The influence of health and lifestyle characteristics on the relation of serum 25-hydroxyvitamin D with risk of colorectal and breast cancer in postmenopausal women. Am J Epidemiol. 2012;175(7):673–84. https://doi.org/10.1093/aje/kwr350.
Scarmo S, Afanasyeva Y, Lenner P, et al. Circulating levels of 25-hydroxyvitamin D and risk of breast cancer: a nested case-control study. Breast Cancer Res. 2013;15(1):R15. https://doi.org/10.1186/bcr3390.
Amir E, Cecchini RS, Ganz PA, et al. 25-Hydroxy vitamin-D, obesity, and associated variables as predictors of breast cancer risk and tamoxifen benefit in NSABP-P1. Breast Cancer Res Treat. 2012;133(3):1077–88. https://doi.org/10.1007/s10549-012-2012-x.
Eliassen AH, Spiegelman D, Hollis BW, Horst RL, Willett WC, Hankinson SE. Plasma 25-hydroxyvitamin D and risk of breast cancer in the Nurses’ Health Study II. Breast Cancer Res. 2011;13(3):R50. https://doi.org/10.1186/bcr2880.
Kuhn T, Kaaks R, Becker S, et al. Plasma 25-hydroxyvitamin D and the risk of breast cancer in the European prospective investigation into cancer and nutrition: a nested case-control study. Int J Cancer. 2013;133(7):1689–700. https://doi.org/10.1002/ijc.28172.
Freedman DM, Chang SC, Falk RT, et al. Serum levels of vitamin D metabolites and breast cancer risk in the prostate, lung, colorectal, and ovarian cancer screening trial. Cancer Epidemiol Biomark Prev. 2008;17(4):889–94. https://doi.org/10.1158/1055-9965.EPI-07-2594
McCullough ML, Stevens VL, Patel R, et al. Serum 25-hydroxyvitamin D concentrations and postmenopausal breast cancer risk: a nested case control study in the Cancer Prevention Study-II Nutrition Cohort. Breast Cancer Res. 2009;11(4). https://doi.org/10.1186/bcr2356.
Sempos CT, Vesper HW, Phinney KW, Thienpont LM, Coates PM, Vitamin DSP. Vitamin D status as an international issue: national surveys and the problem of standardization. Scand J Clin Lab Invest Suppl. 2012;243:32–40. https://doi.org/10.3109/00365513.2012.681935.
Carter GD, Berry J, Durazo-Arvizu R, et al. Hydroxyvitamin D assays: an historical perspective from DEQAS. J Steroid Biochem Mol Biol. 2018;177:30–5. https://doi.org/10.1016/j.jsbmb.2017.07.018.
Estebanez N, Gomez-Acebo I, Palazuelos C, Llorca J, Dierssen-Sotos T. Vitamin D exposure and risk of breast cancer: a meta-analysis. Sci Rep. 2018;8(1):9039. https://doi.org/10.1038/s41598-018-27297-1.
Hossain S, Beydoun MA, Beydoun HA, Chen X, Zonderman AB, Wood RJ. Vitamin D and breast cancer: a systematic review and meta-analysis of observational studies. Clin Nutr ESPEN. 2019;30:170–84. https://doi.org/10.1016/j.clnesp.2018.12.085.
Song D, Deng Y, Liu K, et al. Vitamin D intake, blood vitamin D levels, and the risk of breast cancer: a dose-response meta-analysis of observational studies. Aging (Albany NY). 2019;11(24):12708–32. https://doi.org/10.18632/aging.102597.
Chlebowski RT, Johnson KC, Kooperberg C, et al. Calcium plus vitamin D supplementation and the risk of breast cancer. J Natl Cancer Inst. 2008;100(22):1581–91. https://doi.org/10.1093/jnci/djn360
Cauley JA, Chlebowski RT, Wactawski-Wende J, et al. Calcium plus vitamin D supplementation and health outcomes five years after active intervention ended: the Women’s Health Initiative. J Womens Health (Larchmt). 2013;22(11):915–29. https://doi.org/10.1089/jwh.2013.4270.
Bolland MJ, Grey A, Gamble GD, Reid IR. Calcium and vitamin D supplements and health outcomes: a reanalysis of the Women’s Health Initiative (WHI) limited-access data set. Am J Clin Nutr. 2011;94(4):1144–9. https://doi.org/10.3945/ajcn.111.015032.
Ross AC, Manson JE, Abrams SA, et al. The 2011 report on dietary reference intakes for calcium and vitamin D from the Institute of Medicine: what clinicians need to know. J Clin Endocrinol Metab. 2011;96(1):53–8. https://doi.org/10.1210/jc.2010-2704.
World Cancer Research Fund, American Institute for Cancer Research. Continuous Update Project Expert Report 2018 [Internet]. Diet, nutrition, physical activity, and breast cancer. 2018 [cited 2021]. Available from dietandcancerreport.org.
Gross AL, Newschaffer CJ, Hoffman-Bolton J, Rifai N, Visvanathan K. Adipocytokines, inflammation, and breast cancer risk in postmenopausal women: a prospective study. Cancer Epidemiol Biomark Prev. 2013;22(7):1319–24. https://doi.org/10.1158/1055-9965.EPI-12-1444.
Omenn GS, Goodman G, Thornquist M, et al. The beta-carotene and retinol efficacy trial (CARET) for chemoprevention of lung cancer in high risk populations: smokers and asbestos-exposed workers. Cancer Res. 1994;54(7 Suppl):2038s-s2043.
Sieri S, Muti P, Claudia A, et al. Prospective study on the role of glucose metabolism in breast cancer occurrence. Int J Cancer. 2012;130(4):921–9. https://doi.org/10.1002/ijc.26071.
Swerdlow AJ, Jones ME, Schoemaker MJ, et al. The breakthrough generations study: design of a long-term UK cohort study to investigate breast cancer aetiology. Br J Cancer. 2011;105(7):911–7. https://doi.org/10.1038/bjc.2011.337.
Ridker PM, Cook NR, Lee IM, et al. A randomized trial of low-dose aspirin in the primary prevention of cardiovascular disease in women. N Engl J Med. 2005;352(13):1293–304. https://doi.org/10.1056/NEJMoa050613.
Langseth H, Gislefoss RE, Martinsen JI, Dillner J, Ursin G. Cohort profile: the janus serum bank cohort in Norway. Int J Epidemiol. 2017;46(2):403–4. https://doi.org/10.1093/ije/dyw027.
Hollis BW. Measuring 25-hydroxyvitamin D in a clinical environment: challenges and needs. Am J Clin Nutr. 2008;88(2):507S-S510. https://doi.org/10.1093/ajcn/88.2.507S.
Wagner D, Hanwell HE, Vieth R. An evaluation of automated methods for measurement of serum 25-hydroxyvitamin D. Clin Biochem. 2009;42(15):1549–56. https://doi.org/10.1016/j.clinbiochem.2009.07.013.
Rousseeuw PJ, Leroy AM. Robust regression and outlier detection. New York: Wiley; 1987.
Sloan A, Song Y, Gail MH, et al. Design and analysis considerations for combining data from multiple biomarker studies. Stat Med. 2019;38(8):1303–20. https://doi.org/10.1002/sim.8052.
Gail MH, Wu J, Wang M, et al. Calibration and seasonal adjustment for matched case-control studies of vitamin D and cancer. Stat Med. 2016;35(13):2133–48. https://doi.org/10.1002/sim.6856.
Bliss CI. Periodic regression in biology and climatology. New Haven, Connecticut Agricultural Experiment Station; 1958.
Prentice RL, Breslow NE. Retrospective studies and failure time models. Biometrika. 1978;65:153–8.
DerSimonian R, Laird N. Meta-analysis in clinical trials. Control Clin Trials. 1986;7(3):177–88. https://doi.org/10.1016/0197-2456(86)90046-2.
Cochran WG. The combination of estimates from different experiments. Biometrics. 1954;10(1):101–29.
Durrleman S, Simon R. Flexible regression models with cubic splines. Stat Med. 1989;8(5):551–61. https://doi.org/10.1002/sim.4780080504.
Smith PL. Splines as a useful and convenient statistical tool. Am Stat. 1979;33:57–62.
van den Brandt PA, Spiegelman D, Yaun SS, et al. Pooled analysis of prospective cohort studies on height, weight, and breast cancer risk. Am J Epidemiol. 2000;152(6):514–27. https://doi.org/10.1093/aje/152.6.514.
Goldhirsch A, Winer EP, Coates AS, et al. Personalizing the treatment of women with early breast cancer: highlights of the St Gallen International Expert Consensus on the Primary therapy of early breast cancer 2013. Ann Oncol. 2013;24(9):2206–23. https://doi.org/10.1093/annonc/mdt303.
Budhathoki S, Hidaka A, Yamaji T, et al. Plasma 25-hydroxyvitamin D concentration and subsequent risk of total and site specific cancers in Japanese population: large case-cohort study within Japan Public Health Center-based Prospective Study cohort. BMJ. 2018;360: k671. https://doi.org/10.1136/bmj.k671.
Deschasaux M, Souberbielle JC, Latino-Martel P, et al. Weight status and alcohol intake modify the association between vitamin D and breast cancer risk. J Nutr. 2016;146(3):576–85. https://doi.org/10.3945/jn.115.221481.
Eliassen AH, Warner ET, Rosner B, et al. Plasma 25-Hydroxyvitamin D and risk of breast cancer in women followed over 20 years. Cancer Res. 2016;76(18):5423–30. https://doi.org/10.1158/0008-5472.CAN-16-0353.
Ordonez-Mena JM, Schottker B, Haug U, et al. Serum 25-hydroxyvitamin D and cancer risk in older adults: results from a large German prospective cohort study. Cancer Epidemiol Biomark Prev. 2013;22(5):905–16. https://doi.org/10.1158/1055-9965.EPI-12-1332.
Skaaby T, Husemoen LL, Thuesen BH, et al. Prospective population-based study of the association between serum 25-hydroxyvitamin-D levels and the incidence of specific types of cancer. Cancer Epidemiol Biomark Prev. 2014;23(7):1220–9. https://doi.org/10.1158/1055-9965.EPI-14-0007.
Heath AK, Hodge AM, Ebeling PR, et al. Circulating 25-Hydroxyvitamin D concentration and risk of breast, prostate, and colorectal cancers: the Melbourne Collaborative Cohort Study. Cancer Epidemiol Biomark Prev. 2019;28(5):900–8. https://doi.org/10.1158/1055-9965.EPI-18-1155.
Acikgoz A, Cimrin D, Ergor G. Effect of serum 25-hydroxyvitamin D level on lung, breast, colorectal and prostate cancers: a nested case-control study. East Mediterr Health J. 2020;26(7):794–802. https://doi.org/10.26719/emhj.20.035.
O’Brien KM, Sandler DP, Taylor JA, Weinberg CR. Serum vitamin D and risk of breast cancer within five years. Environ Health Perspect. 2017;125(7): 077004. https://doi.org/10.1289/EHP943.
McDonnell SL, Baggerly CA, French CB, et al. Breast cancer risk markedly lower with serum 25-hydroxyvitamin D concentrations >/=60 vs <20 ng/ml (150 vs 50 nmol/L): Pooled analysis of two randomized trials and a prospective cohort. PLoS ONE. 2018;13(6): e0199265. https://doi.org/10.1371/journal.pone.0199265.
Zhu K, Knuiman M, Divitini M, et al. Lower serum 25-hydroxyvitamin D is associated with colorectal and breast cancer, but not overall cancer risk: a 20-year cohort study. Nutr Res. 2019;67:100–7. https://doi.org/10.1016/j.nutres.2019.03.010.
Ordonez-Mena JM, Schottker B, Fedirko V, et al. Pre-diagnostic vitamin D concentrations and cancer risks in older individuals: an analysis of cohorts participating in the CHANCES consortium. Eur J Epidemiol. 2016;31(3):311–23. https://doi.org/10.1007/s10654-015-0040-7.
Peila R, Rohan TE. Association of Prediagnostic Serum Levels of Vitamin D with Risk of Ductal Carcinoma In Situ of the Breast in the UK Biobank Cohort Study. Cancer Epidemiol Biomark Prev. 2022;31(7):1499–502. https://doi.org/10.1158/1055-9965.EPI-22-0017.
Zhou L, Chen B, Sheng L, Turner A. The effect of vitamin D supplementation on the risk of breast cancer: a trial sequential meta-analysis. Breast Cancer Res Treat. 2020;182(1):1–8. https://doi.org/10.1007/s10549-020-05669-4.
Manson JE, Bassuk SS, Buring JE, Group VR. Principal results of the VITamin D and OmegA-3 TriaL (VITAL) and updated meta-analyses of relevant vitamin D trials. J Steroid Biochem Mol Biol. 2020;198:105522. https://doi.org/10.1016/j.jsbmb.2019.105522.
Keum N, Lee DH, Greenwood DC, Manson JE, Giovannucci E. Vitamin D supplementation and total cancer incidence and mortality: a meta-analysis of randomized controlled trials. Ann Oncol. 2019;30(5):733–43. https://doi.org/10.1093/annonc/mdz059.
Manson JE, Cook NR, Lee IM, et al. Vitamin D supplements and prevention of cancer and cardiovascular disease. N Engl J Med. 2019;380(1):33–44. https://doi.org/10.1056/NEJMoa1809944.
Chandler PD, Chen WY, Ajala ON, et al. Effect of vitamin D3 supplements on development of advanced cancer: a secondary analysis of the VITAL randomized clinical trial. JAMA Netw Open. 2020;3(11): e2025850. https://doi.org/10.1001/jamanetworkopen.2020.25850.
McCullough ML, Zoltick ES, Weinstein SJ, et al. Circulating vitamin D and colorectal cancer risk: an international pooling project of 17 cohorts. J Natl Cancer Inst. 2019;111(2):158–69. https://doi.org/10.1093/jnci/djy087.
McCullough ML, Weinstein SJ, Freedman DM, et al. Correlates of circulating 25-hydroxyvitamin D: cohort consortium vitamin D pooling project of rarer cancers. Am J Epidemiol. 2010;172(1):21–35. https://doi.org/10.1093/aje/kwq113
Hofmann JN, Yu K, Horst RL, Hayes RB, Purdue MP. Long-term variation in serum 25-hydroxyvitamin D concentration among participants in the Prostate, Lung, Colorectal, and Ovarian Cancer Screening Trial. Cancer Epidemiol Biomark Prev. 2010;19(4):927–31. https://doi.org/10.1158/1055-9965.EPI-09-1121.
Jorde R, Sneve M, Hutchinson M, Emaus N, Figenschau Y, Grimnes G. Tracking of serum 25-hydroxyvitamin D levels during 14 years in a population-based study and during 12 months in an intervention study. Am J Epidemiol. 2010;171(8):903–8. https://doi.org/10.1093/aje/kwq005.
Author contributions
The Circulating Biomarkers and Breast and Colorectal Cancer Consortium was conceived by WCW, SSW, and RGZ and directed by SSW and RGZ. KV, AMM, AZJ, MW, MHG, SSY, SJW, MLM, AHE, NRC, TH, SSW, and RGZ designed the breast cancer study and developed the methodology. Data were provided by investigators from each participating cohort and harmonized by KV, AMM, AZJ, SSY, TH, TKM, SSW, and RGZ. The vitamin D assays were conducted in the laboratory of RLH. Epidemiologic and statistical analyses were conducted by MW, MHG, SSY, and TH with KV, AMM, AZJ, SSW, and RGZ providing input and interpretation. RGZ wrote the initial draft of the manuscript, with KV, AMM, AZJ, and SSW providing extensive input and review on multiple versions of the manuscript. All authors reviewed, edited, and approved the final version of the manuscript.
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Deceased: Ronald L. Horst.
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Visvanathan, K., Mondul, A.M., Zeleniuch-Jacquotte, A. et al. Circulating vitamin D and breast cancer risk: an international pooling project of 17 cohorts. Eur J Epidemiol 38, 11–29 (2023). https://doi.org/10.1007/s10654-022-00921-1
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DOI: https://doi.org/10.1007/s10654-022-00921-1