Skip to main content
Top
Published in: Breast Cancer Research 1/2018

Open Access 01-12-2018 | Research Article

SNPs related to vitamin D and breast cancer risk: a case-control study

Authors: Linnea Huss, Salma Tunå Butt, Peter Almgren, Signe Borgquist, Jasmine Brandt, Asta Försti, Olle Melander, Jonas Manjer

Published in: Breast Cancer Research | Issue 1/2018

Login to get access

Abstract

Background

It has been suggested that vitamin D might protect from breast cancer, although studies on levels of vitamin D in association with breast cancer have been inconsistent. Genome-wide association studies (GWASs) have identified several single-nucleotide polymorphisms (SNPs) to be associated with vitamin D. The aim of this study was to investigate such vitamin D-SNP associations in relation to subsequent breast cancer risk. A first step included verification of these SNPs as determinants of vitamin D levels.

Methods

The Malmö Diet and Cancer Study included 17,035 women in a prospective cohort. Genotyping was performed and was successful in 4058 nonrelated women from this cohort in which 865 were diagnosed with breast cancer. Levels of vitamin D (25-hydroxyvitamin D) were available for 700 of the breast cancer cases and 643 of unaffected control subjects. SNPs previously associated with vitamin D in GWASs were identified. Logistic regression analyses yielding ORs with 95% CIs were performed to investigate selected SNPs in relation to low levels of vitamin D (below median) as well as to the risk of breast cancer.

Results

The majority of SNPs previously associated with levels of vitamin D showed a statistically significant association with circulating vitamin D levels. Heterozygotes of one SNP (rs12239582) were found to have a statistically significant association with a low risk of breast cancer (OR 0.82, 95% CI 0.68–0.99), and minor homozygotes of the same SNP were found to have a tendency towards a low risk of being in the group with low vitamin D levels (OR 0.72, 95% CI 0.52–1.00). Results from stratified analyses showed diverse associations with breast cancer risk for a few of the tested SNPs, depending on whether vitamin D level was high or low.

Conclusions

SNPs associated with vitamin D may also be associated with the risk of breast cancer. Even if such a risk is small, the allele frequency of the SNP variants is high, and therefore the population attributable risk could be substantial. It is also possible that vitamin D levels may interact with genomic traits with regard to breast cancer risk.
Appendix
Available only for authorised users
Literature
1.
go back to reference Eccles SA, Aboagye EO, Ali S, Anderson AS, Armes J, Berditchevski F, Blaydes JP, Brennan K, Brown NJ, Bryant HE, et al. Critical research gaps and translational priorities for the successful prevention and treatment of breast cancer. Breast Cancer Res. 2013;15(5):R92.CrossRefPubMedPubMedCentral Eccles SA, Aboagye EO, Ali S, Anderson AS, Armes J, Berditchevski F, Blaydes JP, Brennan K, Brown NJ, Bryant HE, et al. Critical research gaps and translational priorities for the successful prevention and treatment of breast cancer. Breast Cancer Res. 2013;15(5):R92.CrossRefPubMedPubMedCentral
2.
go back to reference Burdett T, Hall PN, Hastings E, Hindorff LA, Junkins HA, Klemm AK, MacArthur J, Manolio TA, Morales J, Parkinson H, Welter D. The NHGRI-EBI Catalog of published genome-wide association studies. www.ebi.ac.uk/gwas. Accessed 11 Apr 2016 and April 23, 2017, version 1.0. Burdett T, Hall PN, Hastings E, Hindorff LA, Junkins HA, Klemm AK, MacArthur J, Manolio TA, Morales J, Parkinson H, Welter D. The NHGRI-EBI Catalog of published genome-wide association studies. www.​ebi.​ac.​uk/​gwas. Accessed 11 Apr 2016 and April 23, 2017, version 1.0.
3.
go back to reference Grant WB. An ecological study of cancer incidence and mortality rates in France with respect to latitude, an index for vitamin D production. Dermatoendocrinol. 2010;2(2):62–7.CrossRefPubMedPubMedCentral Grant WB. An ecological study of cancer incidence and mortality rates in France with respect to latitude, an index for vitamin D production. Dermatoendocrinol. 2010;2(2):62–7.CrossRefPubMedPubMedCentral
4.
go back to reference Porojnicu A, Robsahm TE, Berg JP, Moan J. Season of diagnosis is a predictor of cancer survival. Sun-induced vitamin D may be involved: a possible role of sun-induced vitamin D. J Steroid Biochem Mol Biol. 2007;103(3-5):675–8.CrossRefPubMed Porojnicu A, Robsahm TE, Berg JP, Moan J. Season of diagnosis is a predictor of cancer survival. Sun-induced vitamin D may be involved: a possible role of sun-induced vitamin D. J Steroid Biochem Mol Biol. 2007;103(3-5):675–8.CrossRefPubMed
5.
go back to reference Robsahm TE, Tretli S, Dahlback A, Moan J. Vitamin D3 from sunlight may improve the prognosis of breast-, colon- and prostate cancer (Norway). Cancer Causes Control. 2004;15(2):149–58.CrossRefPubMed Robsahm TE, Tretli S, Dahlback A, Moan J. Vitamin D3 from sunlight may improve the prognosis of breast-, colon- and prostate cancer (Norway). Cancer Causes Control. 2004;15(2):149–58.CrossRefPubMed
6.
go back to reference Rohan T. Epidemiological studies of vitamin D and breast cancer. Nutr Rev. 2007;65 Suppl 2:S80–3.CrossRefPubMed Rohan T. Epidemiological studies of vitamin D and breast cancer. Nutr Rev. 2007;65 Suppl 2:S80–3.CrossRefPubMed
7.
go back to reference Colston KW. Vitamin D, and breast cancer risk. Best Pract Res Clin Endocrinol Metab. 2008;22(4):587–99.CrossRefPubMed Colston KW. Vitamin D, and breast cancer risk. Best Pract Res Clin Endocrinol Metab. 2008;22(4):587–99.CrossRefPubMed
8.
go back to reference 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.CrossRefPubMed 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.CrossRefPubMed
9.
go back to reference Gorham ED, Mohr SB, Garland FC, Garland CF. Vitamin D for cancer prevention and survival. Clin Rev Bone Miner Metab. 2009;7(2):159–75.CrossRef Gorham ED, Mohr SB, Garland FC, Garland CF. Vitamin D for cancer prevention and survival. Clin Rev Bone Miner Metab. 2009;7(2):159–75.CrossRef
11.
go back to reference Wang D, Velez de-la-Paz OI, Zhai JX, Liu DW. Serum 25-hydroxyvitamin D and breast cancer risk: a meta-analysis of prospective studies. Tumour Biol. 2013;34(6):3509–17.CrossRefPubMed Wang D, Velez de-la-Paz OI, Zhai JX, Liu DW. Serum 25-hydroxyvitamin D and breast cancer risk: a meta-analysis of prospective studies. Tumour Biol. 2013;34(6):3509–17.CrossRefPubMed
12.
go back to reference Ong JS, Cuellar-Partida G, Lu Y, Fasching PA, Hein A, Burghaus S, Beckmann MW, Lambrechts D, Van Nieuwenhuysen E, Vergote I, et al. Association of vitamin D levels and risk of ovarian cancer: a Mendelian randomization study. Int J Epidemiol. 2016;45(5):1619–30.CrossRefPubMedPubMedCentral Ong JS, Cuellar-Partida G, Lu Y, Fasching PA, Hein A, Burghaus S, Beckmann MW, Lambrechts D, Van Nieuwenhuysen E, Vergote I, et al. Association of vitamin D levels and risk of ovarian cancer: a Mendelian randomization study. Int J Epidemiol. 2016;45(5):1619–30.CrossRefPubMedPubMedCentral
13.
go back to reference Khan MI, Bielecka ZF, Najm MZ, Bartnik E, Czarnecki JS, Czarnecka AM, Szczylik C. Vitamin D receptor gene polymorphisms in breast and renal cancer: current state and future approaches. Int J Oncol. 2014;44(2):349–63.CrossRefPubMed Khan MI, Bielecka ZF, Najm MZ, Bartnik E, Czarnecki JS, Czarnecka AM, Szczylik C. Vitamin D receptor gene polymorphisms in breast and renal cancer: current state and future approaches. Int J Oncol. 2014;44(2):349–63.CrossRefPubMed
14.
go back to reference Shan JL, Dai N, Yang XQ, Qian CY, Yang ZZ, Jin F, Li M, Wang D. FokI polymorphism in vitamin D receptor gene and risk of breast cancer among Caucasian women. Tumour Biol. 2014;35(4):3503–8.CrossRefPubMed Shan JL, Dai N, Yang XQ, Qian CY, Yang ZZ, Jin F, Li M, Wang D. FokI polymorphism in vitamin D receptor gene and risk of breast cancer among Caucasian women. Tumour Biol. 2014;35(4):3503–8.CrossRefPubMed
15.
go back to reference Xu Y, He B, Pan Y, Deng Q, Sun H, Li R, Gao T, Song G, Wang S. Systematic review and meta-analysis on vitamin D receptor polymorphisms and cancer risk. Tumour Biol. 2014;35(5):4153–69.CrossRefPubMed Xu Y, He B, Pan Y, Deng Q, Sun H, Li R, Gao T, Song G, Wang S. Systematic review and meta-analysis on vitamin D receptor polymorphisms and cancer risk. Tumour Biol. 2014;35(5):4153–69.CrossRefPubMed
16.
go back to reference Zhang K, Song L. Association between vitamin D receptor gene polymorphisms and breast cancer risk: a meta-analysis of 39 studies. PLoS One. 2014;9(4):e96125.CrossRefPubMedPubMedCentral Zhang K, Song L. Association between vitamin D receptor gene polymorphisms and breast cancer risk: a meta-analysis of 39 studies. PLoS One. 2014;9(4):e96125.CrossRefPubMedPubMedCentral
17.
go back to reference Manjer J, Carlsson S, Elmstahl S, Gullberg B, Janzon L, Lindstrom M, Mattisson I, Berglund G. The Malmo diet and cancer study: representativity, cancer incidence and mortality in participants and non-participants. Eur J Cancer Prev. 2001;10(6):489–99.CrossRefPubMed Manjer J, Carlsson S, Elmstahl S, Gullberg B, Janzon L, Lindstrom M, Mattisson I, Berglund G. The Malmo diet and cancer study: representativity, cancer incidence and mortality in participants and non-participants. Eur J Cancer Prev. 2001;10(6):489–99.CrossRefPubMed
18.
go back to reference Manjer J, Elmståhl S, Janzon L, Berglund G. Invitation to a population-based cohort study: differences between subjects recruited using various strategies. Scand J Public Health. 2002;30(2):103–12.CrossRefPubMed Manjer J, Elmståhl S, Janzon L, Berglund G. Invitation to a population-based cohort study: differences between subjects recruited using various strategies. Scand J Public Health. 2002;30(2):103–12.CrossRefPubMed
19.
go back to reference Fernandez C, Sandin M, Sampaio JL, Almgren P, Narkiewicz K, Hoffmann M, Hedner T, Wahlstrand B, Simons K, Shevchenko A, et al. Plasma lipid composition and risk of developing cardiovascular disease. PLoS One. 2013;8(8):e71846.CrossRefPubMedPubMedCentral Fernandez C, Sandin M, Sampaio JL, Almgren P, Narkiewicz K, Hoffmann M, Hedner T, Wahlstrand B, Simons K, Shevchenko A, et al. Plasma lipid composition and risk of developing cardiovascular disease. PLoS One. 2013;8(8):e71846.CrossRefPubMedPubMedCentral
20.
go back to reference Lucas RM, Gorman S, Black L, Neale RE. Clinical, research, and public health implications of poor measurement of vitamin D status. J AOAC Int. 2017;100(5):1225–9.CrossRefPubMed Lucas RM, Gorman S, Black L, Neale RE. Clinical, research, and public health implications of poor measurement of vitamin D status. J AOAC Int. 2017;100(5):1225–9.CrossRefPubMed
21.
go back to reference Welter D, MacArthur J, Morales J, Burdett T, Hall P, Junkins H, Klemm A, Flicek P, Manolio T, Hindorff L, et al. The NHGRI GWAS catalog, a curated resource of SNP-trait associations. Nucleic Acids Res. 2014;42(Database issue):D1001–6.CrossRefPubMed Welter D, MacArthur J, Morales J, Burdett T, Hall P, Junkins H, Klemm A, Flicek P, Manolio T, Hindorff L, et al. The NHGRI GWAS catalog, a curated resource of SNP-trait associations. Nucleic Acids Res. 2014;42(Database issue):D1001–6.CrossRefPubMed
22.
go back to reference Ahn J, Yu K, Stolzenberg-Solomon R, Simon KC, McCullough ML, Gallicchio L, Jacobs EJ, Ascherio A, Helzlsouer K, Jacobs KB, et al. Genome-wide association study of circulating vitamin D levels. Hum Mol Genet. 2010;19(13):2739–45.CrossRefPubMedPubMedCentral Ahn J, Yu K, Stolzenberg-Solomon R, Simon KC, McCullough ML, Gallicchio L, Jacobs EJ, Ascherio A, Helzlsouer K, Jacobs KB, et al. Genome-wide association study of circulating vitamin D levels. Hum Mol Genet. 2010;19(13):2739–45.CrossRefPubMedPubMedCentral
23.
go back to reference Anderson D, Holt BJ, Pennell CE, Holt PG, Hart PH, Blackwell JM. Genome-wide association study of vitamin D levels in children: replication in the Western Australian pregnancy cohort (raine) study. Genes Immun. 2014;15(8):578–83.CrossRefPubMed Anderson D, Holt BJ, Pennell CE, Holt PG, Hart PH, Blackwell JM. Genome-wide association study of vitamin D levels in children: replication in the Western Australian pregnancy cohort (raine) study. Genes Immun. 2014;15(8):578–83.CrossRefPubMed
24.
go back to reference Benjamin EJ, Dupuis J, Larson MG, Lunetta KL, Booth SL, Govindaraju DR, Kathiresan S, Keaney Jr JF, Keyes MJ, Lin JP, et al. Genome-wide association with select biomarker traits in the Framingham heart study. BMC Med Genet. 2007;8 Suppl 1:S11.CrossRefPubMedPubMedCentral Benjamin EJ, Dupuis J, Larson MG, Lunetta KL, Booth SL, Govindaraju DR, Kathiresan S, Keaney Jr JF, Keyes MJ, Lin JP, et al. Genome-wide association with select biomarker traits in the Framingham heart study. BMC Med Genet. 2007;8 Suppl 1:S11.CrossRefPubMedPubMedCentral
25.
go back to reference Jorde R, Schirmer H, Wilsgaard T, Joakimsen RM, Mathiesen EB, Njølstad I, Løchen ML, Figenschau Y, Berg JP, Svartberg J, et al. Polymorphisms related to the serum 25-hydroxyvitamin D level and risk of myocardial infarction, diabetes, cancer and mortality: the Tromsø study. PLoS One. 2012;7(5):e37295.CrossRefPubMedPubMedCentral Jorde R, Schirmer H, Wilsgaard T, Joakimsen RM, Mathiesen EB, Njølstad I, Løchen ML, Figenschau Y, Berg JP, Svartberg J, et al. Polymorphisms related to the serum 25-hydroxyvitamin D level and risk of myocardial infarction, diabetes, cancer and mortality: the Tromsø study. PLoS One. 2012;7(5):e37295.CrossRefPubMedPubMedCentral
26.
go back to reference Wang TJ, Zhang F, Richards JB, Kestenbaum B, van Meurs JB, Berry D, Kiel DP, Streeten EA, Ohlsson C, Koller DL, et al. Common genetic determinants of vitamin D insufficiency: a genome-wide association study. Lancet. 2010;376(9736):180–8.CrossRefPubMedPubMedCentral Wang TJ, Zhang F, Richards JB, Kestenbaum B, van Meurs JB, Berry D, Kiel DP, Streeten EA, Ohlsson C, Koller DL, et al. Common genetic determinants of vitamin D insufficiency: a genome-wide association study. Lancet. 2010;376(9736):180–8.CrossRefPubMedPubMedCentral
27.
go back to reference Moy KA, Mondul AM, Zhang H, Weinstein SJ, Wheeler W, Chung CC, Mannisto S, Yu K, Chanock SJ, Albanes D. Genome-wide association study of circulating vitamin D-binding protein. Am J Clin Nutr. 2014;99(6):1424–31.CrossRefPubMedPubMedCentral Moy KA, Mondul AM, Zhang H, Weinstein SJ, Wheeler W, Chung CC, Mannisto S, Yu K, Chanock SJ, Albanes D. Genome-wide association study of circulating vitamin D-binding protein. Am J Clin Nutr. 2014;99(6):1424–31.CrossRefPubMedPubMedCentral
28.
go back to reference Johnson AD, Handsaker RE, Pulit SL, Nizzari MM, O’Donnell CJ, de Bakker PI. SNAP: a web-based tool for identification and annotation of proxy SNPs using HapMap. Bioinformatics. 2008;24(24):2938–9.CrossRefPubMedPubMedCentral Johnson AD, Handsaker RE, Pulit SL, Nizzari MM, O’Donnell CJ, de Bakker PI. SNAP: a web-based tool for identification and annotation of proxy SNPs using HapMap. Bioinformatics. 2008;24(24):2938–9.CrossRefPubMedPubMedCentral
29.
go back to reference Purcell S, Neale B, Todd-Brown K, Thomas L, Ferreira MAR, Bender D, Maller J, Sklar P, de Bakker PIW, Daly MJ, et al. PLINK: a tool set for whole-genome association and population-based linkage analyses. Am J Hum Genet. 2007;81(3):559–75.CrossRefPubMedPubMedCentral Purcell S, Neale B, Todd-Brown K, Thomas L, Ferreira MAR, Bender D, Maller J, Sklar P, de Bakker PIW, Daly MJ, et al. PLINK: a tool set for whole-genome association and population-based linkage analyses. Am J Hum Genet. 2007;81(3):559–75.CrossRefPubMedPubMedCentral
30.
go back to reference Tagliabue E, Raimondi S, Gandini S. Meta-analysis of vitamin D-binding protein and cancer risk. Cancer Epidemiol Biomarkers Prev. 2015;24(11):1758–65.CrossRefPubMed Tagliabue E, Raimondi S, Gandini S. Meta-analysis of vitamin D-binding protein and cancer risk. Cancer Epidemiol Biomarkers Prev. 2015;24(11):1758–65.CrossRefPubMed
31.
go back to reference Abbas S, Linseisen J, Slanger T, Kropp S, Mutschelknauss EJ, Flesch-Janys D, Chang-Claude J. The Gc2 allele of the vitamin D binding protein is associated with a decreased postmenopausal breast cancer risk, independent of the vitamin D status. Cancer Epidemiol Biomarkers Prev. 2008;17(6):1339–43.CrossRefPubMed Abbas S, Linseisen J, Slanger T, Kropp S, Mutschelknauss EJ, Flesch-Janys D, Chang-Claude J. The Gc2 allele of the vitamin D binding protein is associated with a decreased postmenopausal breast cancer risk, independent of the vitamin D status. Cancer Epidemiol Biomarkers Prev. 2008;17(6):1339–43.CrossRefPubMed
32.
go back to reference Anderson LN, Cotterchio M, Cole DE, Knight JA. Vitamin D-related genetic variants, interactions with vitamin D exposure, and breast cancer risk among Caucasian women in Ontario. Cancer Epidemiol Biomarkers Prev. 2011;20(8):1708–17.CrossRefPubMed Anderson LN, Cotterchio M, Cole DE, Knight JA. Vitamin D-related genetic variants, interactions with vitamin D exposure, and breast cancer risk among Caucasian women in Ontario. Cancer Epidemiol Biomarkers Prev. 2011;20(8):1708–17.CrossRefPubMed
33.
go back to reference Jorde R, Schirmer H, Wilsgaard T, Bøgeberg Mathiesen E, Njølstad I, Lochen ML, Joakimsen RM, Grimnes G. The DBP phenotype Gc-1f/Gc-1f is associated with reduced risk of cancer: the Tromsø Study. PLoS One. 2015;10(5):e0126359.CrossRefPubMedPubMedCentral Jorde R, Schirmer H, Wilsgaard T, Bøgeberg Mathiesen E, Njølstad I, Lochen ML, Joakimsen RM, Grimnes G. The DBP phenotype Gc-1f/Gc-1f is associated with reduced risk of cancer: the Tromsø Study. PLoS One. 2015;10(5):e0126359.CrossRefPubMedPubMedCentral
34.
go back to reference Maneechay W, Boonpipattanapong T, Kanngurn S, Puttawibul P, Geater SL, Sangkhathat S. Single nucleotide polymorphisms in the Gc gene for vitamin D binding protein in common cancers in Thailand. Asian Pac J Cancer Prev. 2015;16(8):3339–44.CrossRefPubMed Maneechay W, Boonpipattanapong T, Kanngurn S, Puttawibul P, Geater SL, Sangkhathat S. Single nucleotide polymorphisms in the Gc gene for vitamin D binding protein in common cancers in Thailand. Asian Pac J Cancer Prev. 2015;16(8):3339–44.CrossRefPubMed
35.
go back to reference Shi J, Grundy A, Richardson H, Burstyn I, Schuetz JM, Lohrisch CA, SenGupta SK, Lai AS, Brooks-Wilson A, Spinelli JJ, et al. Genetic variation in vitamin D-related genes and risk of breast cancer among women of European and East Asian descent. Tumour Biol. 2016;37(5):6379–87.CrossRefPubMed Shi J, Grundy A, Richardson H, Burstyn I, Schuetz JM, Lohrisch CA, SenGupta SK, Lai AS, Brooks-Wilson A, Spinelli JJ, et al. Genetic variation in vitamin D-related genes and risk of breast cancer among women of European and East Asian descent. Tumour Biol. 2016;37(5):6379–87.CrossRefPubMed
36.
go back to reference Abbas S, Nieters A, Linseisen J, Slanger T, Kropp S, Mutschelknauss EJ, Flesch-Janys D, Chang-Claude J. Vitamin D receptor gene polymorphisms and haplotypes and postmenopausal breast cancer risk. Breast Cancer Res. 2008;10(2):R31.CrossRefPubMedPubMedCentral Abbas S, Nieters A, Linseisen J, Slanger T, Kropp S, Mutschelknauss EJ, Flesch-Janys D, Chang-Claude J. Vitamin D receptor gene polymorphisms and haplotypes and postmenopausal breast cancer risk. Breast Cancer Res. 2008;10(2):R31.CrossRefPubMedPubMedCentral
37.
go back to reference Barlow L, Westergren K, Holmberg L, Talbäck M. The completeness of the Swedish cancer register: a sample survey for year 1998. Acta Oncol. 2009;48(1):27–33.CrossRefPubMed Barlow L, Westergren K, Holmberg L, Talbäck M. The completeness of the Swedish cancer register: a sample survey for year 1998. Acta Oncol. 2009;48(1):27–33.CrossRefPubMed
38.
go back to reference Brock K, Huang WY, Fraser DR, Ke L, Tseng M, Stolzenberg-Solomon R, Peters U, Ahn J, Purdue M, Mason RS, et al. Low vitamin D status is associated with physical inactivity, obesity and low vitamin D intake in a large US sample of healthy middle-aged men and women. J Steroid Biochem Mol Biol. 2010;121(1-2):462–6.CrossRefPubMedPubMedCentral Brock K, Huang WY, Fraser DR, Ke L, Tseng M, Stolzenberg-Solomon R, Peters U, Ahn J, Purdue M, Mason RS, et al. Low vitamin D status is associated with physical inactivity, obesity and low vitamin D intake in a large US sample of healthy middle-aged men and women. J Steroid Biochem Mol Biol. 2010;121(1-2):462–6.CrossRefPubMedPubMedCentral
40.
go back to reference Need AG, O’Loughlin PD, Morris HA, Horowitz M, Nordin BE. The effects of age and other variables on serum parathyroid hormone in postmenopausal women attending an osteoporosis center. J Clin Endocrinol Metab. 2004;89(4):1646–9.CrossRefPubMed Need AG, O’Loughlin PD, Morris HA, Horowitz M, Nordin BE. The effects of age and other variables on serum parathyroid hormone in postmenopausal women attending an osteoporosis center. J Clin Endocrinol Metab. 2004;89(4):1646–9.CrossRefPubMed
41.
go back to reference Romieu II, Amadou A, Chajes V. The role of diet, physical activity, body fatness, and breastfeeding in breast cancer in young women: epidemiological evidence. Rev Invest Clin. 2017;69(4):193–203.PubMed Romieu II, Amadou A, Chajes V. The role of diet, physical activity, body fatness, and breastfeeding in breast cancer in young women: epidemiological evidence. Rev Invest Clin. 2017;69(4):193–203.PubMed
42.
go back to reference Scragg R, Camargo Jr CA. Frequency of leisure-time physical activity and serum 25-hydroxyvitamin D levels in the US population: results from the third national health and nutrition examination survey. Am J Epidemiol. 2008;168(6):577–91.CrossRefPubMedPubMedCentral Scragg R, Camargo Jr CA. Frequency of leisure-time physical activity and serum 25-hydroxyvitamin D levels in the US population: results from the third national health and nutrition examination survey. Am J Epidemiol. 2008;168(6):577–91.CrossRefPubMedPubMedCentral
43.
go back to reference Pilch W, Tota L, Sadowska-Krepa E, Piotrowska A, Kepinska M, Palka T, Maszczyk A. The effect of a 12-week health training program on selected anthropometric and biochemical variables in middle-aged women. Biomed Res Int. 2017;2017:9569513.CrossRefPubMedPubMedCentral Pilch W, Tota L, Sadowska-Krepa E, Piotrowska A, Kepinska M, Palka T, Maszczyk A. The effect of a 12-week health training program on selected anthropometric and biochemical variables in middle-aged women. Biomed Res Int. 2017;2017:9569513.CrossRefPubMedPubMedCentral
44.
go back to reference Meng JE, Hovey KM, Wactawski-Wende J, Andrews CA, Lamonte MJ, Horst RL, Genco RJ, Millen AE. Intraindividual variation in plasma 25-hydroxyvitamin D measures 5 years apart among postmenopausal women. Cancer Epidemiol Biomarkers Prev. 2012;21(6):916–24.CrossRefPubMedPubMedCentral Meng JE, Hovey KM, Wactawski-Wende J, Andrews CA, Lamonte MJ, Horst RL, Genco RJ, Millen AE. Intraindividual variation in plasma 25-hydroxyvitamin D measures 5 years apart among postmenopausal women. Cancer Epidemiol Biomarkers Prev. 2012;21(6):916–24.CrossRefPubMedPubMedCentral
45.
go back to reference Platz EA, Leitzmann MF, Hollis BW, Willett WC, Giovannucci E. Plasma 1,25-dihydroxy- and 25-hydroxyvitamin D and subsequent risk of prostate cancer. Cancer Causes Control. 2004;15(3):255–65.CrossRefPubMed Platz EA, Leitzmann MF, Hollis BW, Willett WC, Giovannucci E. Plasma 1,25-dihydroxy- and 25-hydroxyvitamin D and subsequent risk of prostate cancer. Cancer Causes Control. 2004;15(3):255–65.CrossRefPubMed
Metadata
Title
SNPs related to vitamin D and breast cancer risk: a case-control study
Authors
Linnea Huss
Salma Tunå Butt
Peter Almgren
Signe Borgquist
Jasmine Brandt
Asta Försti
Olle Melander
Jonas Manjer
Publication date
01-12-2018
Publisher
BioMed Central
Published in
Breast Cancer Research / Issue 1/2018
Electronic ISSN: 1465-542X
DOI
https://doi.org/10.1186/s13058-017-0925-3

Other articles of this Issue 1/2018

Breast Cancer Research 1/2018 Go to the issue
Webinar | 19-02-2024 | 17:30 (CET)

Keynote webinar | Spotlight on antibody–drug conjugates in cancer

Antibody–drug conjugates (ADCs) are novel agents that have shown promise across multiple tumor types. Explore the current landscape of ADCs in breast and lung cancer with our experts, and gain insights into the mechanism of action, key clinical trials data, existing challenges, and future directions.

Dr. Véronique Diéras
Prof. Fabrice Barlesi
Developed by: Springer Medicine