Abstract
Objective
Breast cancer is the second leading cause of cancer mortality among women in the developed world. This study assessed the association between occurrence of breast cancer and body mass index (BMI) change from age 25 to age closest to breast cancer diagnosis while exploring the modifying effects of demographic variables.
Methods
The National Health and Nutrition Examination Survey data were used. Women included were ≥50 years, not pregnant and without a diagnosis of any cancer but breast. The total sample included 2895 women (172 with breast cancer and 2723 controls with no breast cancer diagnosis). Multivariate logistic regression was used to estimate the OR and 95 % CIs and interaction evaluated by including an interaction term in the model.
Results
Women whose BMI increased from normal or overweight to obese compared to those who remained at a normal BMI were found to have a 2 times higher odds (OR = 2.1; 95 % CI 1.11–3.79) of developing breast cancer. No significant association was observed for women who increased to overweight. However, a more pronounced association was observed in non-Hispanic black women (OR = 6.6; 95 % CI 1.68–25.86) and a significant association observed when they increased from normal to overweight (OR = 4.2; 95 % CI 1.02–17.75).
Conclusions
Becoming obese after age 25 is associated with increased risk of breast cancer in women over 50 years old, with non-Hispanic black women being at greatest risk.
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References
Amadou A, Ferrari P, Muwonge R, Moskal A, Biessy C, Romieu I, et al. Overweight, obesity and risk of premenopausal breast cancer according to ethnicity: a systematic review and dose-response meta-analysis. Obes Rev 2013;14:665–78. doi:10.1111/obr.12028.
Finucane MM, Stevens GA, Cowan MJ, Danaei G, Lin JK, Paciorek CJ, et al. National, regional, and global trends in body-mass index since 1980: systematic analysis of health examination surveys and epidemiological studies with 960 country-years and 9.1 million participants. Lancet. 2011;377:557–67. doi:10.1093/jnci/dju428.
Wang Y, Beydoun MA. The obesity epidemic in the United States–gender, age, socioeconomic, racial/ethnic, and geographic characteristics: a systematic review and meta-regression analysis. Epidemiol Rev. 2007;29:6–28. doi:10.1093/epirev/mxm007.
Ogden CL, Carroll MD, Kit BK, Flegal KM. Prevalence of obesity in the United States, 2009–2010. NCHS Data Brief. 2012;82:1–8.
Flegal KM, Carroll MD, Kit BK, Ogden CL. Prevalence of obesity and trends in the distribution of body mass index among US adults, 1999–2010. JAMA. 2012;307:491–7. doi:10.1001/jama.2012.39.
Allman-Farinelli MA, Chey T, Bauman AE, Gill T, James WP. Age, period and birth cohort effects on prevalence of overweight and obesity in Australian adults from 1990 to 2000. Eur J Clin Nutr. 2008;62:898–907. doi:10.1038/sj.ejcn.1602769.
DeSantis C, Siegel R, Bandi P, Jemal A. Breast cancer statistics, 2011. CA Cancer J Clin. 2011;61:409–18. doi:10.3322/caac.20134.
Jemal A, Bray F, Center MM, Ferlay J, Ward E, Forman D. Global cancer statistics. CA Cancer J Clin. 2011;61:69–90. doi:10.3322/caac.20107.
Ligibel JA, Strickler HD. Obesity and its impact on breast cancer: tumor incidence, recurrence, survival, and possible interventions. Am Soc Clin Oncol Educ Book. 2013;33:52–9. doi:10.1200/EdBook_AM.2013.33.52.
La Vecchia C, Giordano SH, Hortobagyi GN, Chabner B. Overweight, obesity, diabetes, and risk of breast cancer: interlocking pieces of the puzzle. Oncologist. 2011;16:726–9. doi:10.1634/theoncologist.2011-0050.
Wolin KY, Carson K, Colditz GA. Obesity and cancer. Oncologist. 2010;15:556–65. doi:10.1634/theoncologist.2009-0285.
Connor AE, Baumgartner RN, Pinkston C, Baumgartner KB. Obesity and risk of breast cancer mortality in Hispanic and Non-Hispanic white women: the New Mexico Women’s Health Study. J Womens Health (Larchmt). 2013;22:368–77. doi:10.1089/jwh.2012.4191.
Simpson E, Brown KA. Obesity and breast cancer: role of inflammation and aromatase. J Mol Endocrinol 2013;51:T51–9. doi:10.1530/JME-13-0217.
Vona-Davis L, Rose DP. The obesity-inflammation-eicosanoid axis in breast cancer. J Mammary Gland Biol Neoplasia 2013;18:291–307. doi:10.1007/s10911-013-9299-z.
Suzuki R, Saji S, Toi M. Impact of body mass index on breast cancer in accordance with the life-stage of women. Front Oncol. 2012;2:123. doi:10.3389/fonc.2012.00123.
Siegel R, DeSantis C, Virgo K, Stein K, Mariotto A, Smith T, et al. Cancer treatment and survivorship statistics, 2012. CA Cancer J Clin. 2012;62:220–41. doi:10.3322/caac.21149.
Siegel R, Naishadham D, Jemal A. Cancer statistics, 2013. CA Cancer J Clin. 2013;63:11–30. doi:10.3322/caac.21166.
Tirona MT, Sehgal R, Ballester O. Prevention of breast cancer (part I): epidemiology, risk factors, and risk assessment tools. Cancer Invest. 2010;28:743–50. doi:10.3109/07357907.2010.494321.
Alsaker MD, Janszky I, Opdahl S, Vatten LJ, Romundstad PR. Weight change in adulthood and risk of postmenopausal breast cancer: the HUNT study of Norway. Br J Cancer. 2013;109:1310–7. doi:10.1038/bjc.2013.403.
Ahn J, Schatzkin A, Lacey JV Jr, Albanes D, Ballard-Barbash R, Adams KF, et al. Adiposity, adult weight change, and postmenopausal breast cancer risk. Arch Intern Med. 2007;167:2091–102. doi:10.1001/archinte.167.19.2091.
Suzuki S, Kojima M, Tokudome S, Mori M, Sakauchi F, Wakai K, et al. Obesity/weight gain and breast cancer risk: findings from the Japan collaborative cohort study for the evaluation of cancer risk. J Epidemiol. 2013;23:139–45. doi:10.2188/jea.JE20120102.
Kawai M, Minami Y, Kuriyama S, Kakizaki M, Kakugawa Y, Nishino Y, et al. Adiposity, adult weight change and breast cancer risk in postmenopausal Japanese women: the Miyagi Cohort Study. Br J Cancer. 2010;103:1443–7. doi:10.1038/sj.bjc.6605885.
Fletcher I. Defining an epidemic: the body mass index in British and US obesity research 1960–2000. Sociol Health Illn. 2014;36:338–53. doi:10.1111/1467-9566.
Statistics NCSH. National Health and Nutrition Examination Survey Website (2014). http://www.cdc.gov/Nchs/tutorials/environmental/orientation/sample_design/index.htm. Accessed 5 Jan 2015.
MedlinePlus. Aging changes in body shape. A service of the U.S. National Library of Medicine. National Institutes of Health (2012). https://www.nlm.nih.gov/medlineplus/ency/article/003998.htm. Accessed 18 Jan 2015.
Anuurad E, Shiwaku K, Nogi A, Kitajima K, Enkhmaa B, Shimono K, et al. The new BMI criteria for asians by the regional office for the western pacific region of WHO are suitable for screening of overweight to prevent metabolic syndrome in elder Japanese workers. J Occup Health. 2003;45:335–43. doi:10.1539/joh.45.335.
Slattery ML, Sweeney C, Edwards S, Herrick J, Baumgartner K, Wolff R, et al. Body size, weight change, fat distribution and breast cancer risk in Hispanic and non-Hispanic white women. Breast Cancer Res Treat. 2007;102:85–101. doi:10.1007/s10549-006-9292-y.
Eliassen AH, Colditz GA, Rosner B, Willett WC, Hankinson SE. Adult weight change and risk of postmenopausal breast cancer. JAMA. 2006;296:193–201. doi:10.1001/jama.296.2.193.
Lahmann PH, Schulz M, Hoffmann K, Boeing H, Tjonneland A, Olsen A, et al. Long-term weight change and breast cancer risk: the European prospective investigation into cancer and nutrition (EPIC). Br J Cancer. 2005;93:582–9. doi:10.1038/sj.bjc.6602763.
Radimer KL, Ballard-Barbash R, Miller JS, Fay MP, Schatzkin A, Troiano R, et al. Weight change and the risk of late-onset breast cancer in the original Framingham cohort. Nutr Cancer. 2004;49:7–13. doi:10.1207/s15327914nc4901_2.
Keum N, Greenwood DC, Lee DH, Kim R, Aune D, Ju W, Hu FB, Giovannucci EL. Adult weight gain and adiposity-related cancers: a dose-response meta-analysis of prospective observational studies. J Natl Cancer Inst. 2015;107:djv088. doi:10.1093/jnci/djv088.
Domingue BW, Belsky DW, Harris KM, Smolen A, McQueen MB, Boardman JD. Polygenic risk predicts obesity in both white and black young adults. PLoS One. 2014;9:e101596. doi:10.1371/journal.pone.0101596.
Fesinmeyer MD, North KE, Ritchie MD. Genetic risk factors for BMI and obesity in an ethnically diverse population: results from the population architecture using genomics and epidemiology (PAGE) study. Obesity (Silver Spring). 2013;21:835–46. doi:10.1002/oby.20268.
Lincoln KD, Abdou CM, Lloyd D. Race and socioeconomic differences in obesity and depression among Black and non-Hispanic White Americans. J Health Care Poor Underserved. 2014;25:257–75. doi:10.1353/hpu.2014.0038.
Seidell JC. Epidemiology of obesity. Semin Vasc Med. 2005;5:3–14.
Beckles GL, Truman BI, Centers for Disease C, Prevention. Education and income—United States, 2009 and 2011. MMWR Surveill Summ. 2013;62(Suppl 3):9–19.
Mielck A, Vogelmann M, Leidl R. Health-related quality of life and socioeconomic status: inequalities among adults with a chronic disease. Health Qual Life Outcomes. 2014;12:58. doi:10.1186/1477-7525-12-58.
Dewalt DA, Berkman ND, Sheridan S, Lohr KN, Pignone MP. Literacy and health outcomes: a systematic review of the literature. J Gen Intern Med. 2004;19:1228–39. doi:10.1111/j.1525-1497.2004.40153.x.
Fransen MP, Rowlands G, Leenaars KE, Essink-Bot ML. Self-rated literacy level does not explain educational differences in health and disease. Arch Public Health. 2014;72:14. doi:10.1186/2049-3258-72-14.
Subramanian P, Oranye NO, Masri AM, Taib NA, Ahmad N. Breast cancer knowledge and screening behaviour among women with a positive family history: a cross sectional study. Asian Pac J Cancer Prev. 2013;14:6783–90. doi:10.7314/APJCP.2013.14.11.6783.
DeSantis C, Ma J, Bryan L, Jemal A. Breast cancer statistics, 2013. CA Cancer J Clin. 2014;64:52–62. doi:10.3322/caac.21203.
Stommel M, Osier N. Temporal changes in bias of body mass index scores based on self-reported height and weight. Int J Obes (Lond). 2013;37:461–7. doi:10.1038/ijo.2012.67.
Ligibel JA, Alfano CM, Courneya KS, Demark-Wahnefried W, Burger RA, Chlebowski RT, et al. American Society of Clinical Oncology position statement on obesity and cancer. J Clin Oncol. 2014;32:3568–74. doi:10.1200/JCO.2014.58.4680.
Funding
Ms. Gathirua-Mwangi is a predoctoral fellow funded by the Training in Research for Behavioral Oncology and Cancer Control Program—R25 (PI: Champion). Research reported in this publication was supported by the National Cancer Institute of the National Institutes of Health under Award Numbers R25 CA117865-07S1 and K05CA175048. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.
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Gathirua-Mwangi, W.G., Zollinger, T.W., Murage, M.J. et al. Adult BMI change and risk of Breast Cancer: National Health and Nutrition Examination Survey (NHANES) 2005–2010. Breast Cancer 22, 648–656 (2015). https://doi.org/10.1007/s12282-015-0638-3
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DOI: https://doi.org/10.1007/s12282-015-0638-3