Abstract
Purpose
There is increasing evidence that exposures in utero and in infancy impact breast cancer risk. No previous studies have evaluated these associations among women in Puerto Rico.
Methods
In a population-based case–control study of breast cancer epidemiology in the San Juan metropolitan area in Puerto Rico, we examined the association of early life factors with breast cancer risk and breast cancer risk factors. Both cases (n = 315) and controls (n = 348) completed interviewer-administered questionnaires, including self-reported birth country, birthweight, and history of having been breastfed. Comparisons of characteristics of those with and without the early life factors were made with t-tests or chi-squared tests; associations between early life factors and breast cancer risk were estimated with unconditional logistic regression adjusting for age, education, body mass index (BMI), age at menarche, parity, and menopausal status.
Results
Women who had been breastfed tended to have higher adult body mass index (BMI), higher education, and lower parity (p < 0.05). Higher birthweight was associated with higher adult BMI and lower educational attainment (p < 0.05). Those born outside of Puerto Rico or the US were more likely to have higher educational attainment and earlier age at menarche than those born within Puerto Rico or the US (p < 0.05). We found no significant associations between any of the early life factors and breast cancer risk.
Conclusion
We did not find evidence of an association of early life factors with breast cancer risk among women in Puerto Rico.
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Data availability
The datasets generated during and/or analyzed during the current study are not publicly available but are available from the corresponding author on reasonable request.
Code availability
The custom code generated during the current study are not publicly available but are available from the corresponding author on reasonable request.
References
de Boo HA, Harding JE (2006) The developmental origins of adult disease (Barker) hypothesis. Aust N Z J Obstet Gynaecol 46(1):4–14
Trichopoulos D (2003) Intrauterine environment, mammary gland mass and breast cancer risk. Breast Cancer Res 5(1):42–44
Trichopoulos D (1990) Hypothesis: does breast cancer originate in utero? Lancet 335(8695):939–940
Ekbom A et al (1992) Evidence of prenatal influences on breast cancer risk. Lancet 340(8826):1015–1018
Sanderson M et al (1996) Perinatal factors and risk of breast cancer. Epidemiology 7(1):34–37
Park SK et al (2008) Intrauterine environments and breast cancer risk: meta-analysis and systematic review. Breast Cancer Res 10(1):R8
Innes K, Byers T, Schymura M (2000) Birth characteristics and subsequent risk for breast cancer in very young women. Am J Epidemiol 152(12):1121–1128
Mellemkjaer L et al (2003) Birth weight and risk of early-onset breast cancer (Denmark). Cancer Causes Control 14(1):61–64
Xu X et al (2009) Birth weight as a risk factor for breast cancer: a meta-analysis of 18 epidemiological studies. J Womens Health (Larchmt) 18(8):1169–1178
Andersen ZJ et al (2014) Birth weight, childhood body mass index, and height in relation to mammographic density and breast cancer: a register-based cohort study. Breast Cancer Res 16(1):R4
Zhou W et al (2020) Birth weight and incidence of breast cancer: dose-response meta-analysis of prospective studies. Clin Breast Cancer. https://doi.org/10.1016/j.clbc.2020.04.011
Tamimi RM et al (2010) Birth weight and mammographic density among postmenopausal women in Sweden. Int J Cancer 126(4):985–991
Barba M et al (2006) Perinatal exposures and breast cancer risk in the Western New York Exposures and Breast Cancer (WEB) Study. Cancer Causes Control 17(4):395–401
Troisi R et al (2013) Perinatal characteristics and breast cancer risk in daughters: a Scandinavian population-based study. J Dev Orig Health Dis 4(1):35–41
Schmid D et al (2020) Maternal and infant anthropometric characteristics and breast cancer incidence in the daughter. Sci Rep 10(1):2550
Barber LE et al (2019) Pre- and perinatal factors and incidence of breast cancer in the Black Women’s Health Study. Cancer Causes Control 30(1):87–95
Michels KB et al (1996) Birthweight as a risk factor for breast cancer. Lancet 348(9041):1542–1546
Michels KB et al (2006) Longitudinal study of birthweight and the incidence of breast cancer in adulthood. Carcinogenesis 27(12):2464–2468
Sanderson M et al (2006) Perinatal factors and mortality from breast cancer. Cancer Epidemiol Biomarkers Prev 15(10):1984–1987
Wise LA et al (2009) Exposure to breast milk in infancy and risk of breast cancer. Cancer Causes Control 20(7):1083–1090
Minami Y et al (2012) Being breastfed in infancy and adult breast cancer risk among Japanese women. Cancer Causes Control 23(2):389–398
Martin RM et al (2005) Breast-feeding and cancer: the Boyd Orr cohort and a systematic review with meta-analysis. J Natl Cancer Inst 97(19):1446–1457
Han MA et al (2020) Impact of maternal reproductive factors on cancer risks of offspring: A systematic review and meta-analysis of cohort studies. PLoS One 15(3):e0230721
Yang TO et al (2019) Adult cancer risk in women who were breastfed as infants: large UK prospective study. Eur J Epidemiol 34(9):863–870
Diaz-Santana MV et al (2020) Perinatal and postnatal exposures and risk of young-onset breast cancer. Breast Cancer Res 22(1):88
Freudenheim JL et al (1994) Exposure to breastmilk in infancy and the risk of breast cancer. Epidemiology 5(3):324–331
Titus-Ernstoff L et al (1998) Exposure to breast milk in infancy and adult breast cancer risk. J Natl Cancer Inst 90(12):921–924
Shimizu H et al (1991) Cancers of the prostate and breast among Japanese and white immigrants in Los Angeles County. Br J Cancer 63(6):963–966
Kliewer EV, Smith KR (1995) Breast cancer mortality among immigrants in Australia and Canada. J Natl Cancer Inst 87(15):1154–1161
Ross RK et al (1991) Cancer patterns among Vietnamese immigrants in Los Angeles County. Br J Cancer 64(1):185–186
Ziegler RG et al (1993) Migration patterns and breast cancer risk in Asian-American women. J Natl Cancer Inst 85(22):1819–1827
Keegan TH et al (2010) Breast cancer incidence patterns among California Hispanic women: differences by nativity and residence in an enclave. Cancer Epidemiol Biomarkers Prev 19(5):1208–1218
Keegan TH et al (2010) The influence of nativity and neighborhoods on breast cancer stage at diagnosis and survival among California Hispanic women. BMC Cancer 10:603
John EM et al (2005) Migration history, acculturation, and breast cancer risk in Hispanic women. Cancer Epidemiol Biomarkers Prev 14(12):2905–2913
Maskarinec G, Noh JJ (2004) The effect of migration on cancer incidence among Japanese in Hawaii. Ethn Dis 14(3):431–439
Stanford JL et al (1995) Breast cancer incidence in Asian migrants to the United States and their descendants. Epidemiology 6(2):181–183
Andreeva VA, Unger JB, Pentz MA (2007) Breast cancer among immigrants: a systematic review and new research directions. J Immigr Minor Health 9(4):307–322
Brown CR et al (2017) Social determinants of breast cancer in the Caribbean: a systematic review. Int J Equity Health 16(1):60
PR Data Source: Incidence Case File of Puerto Rico from the Puerto Rico Central Cancer Registry (31 January 2018).
US Data Source: Surveillance, Epidemiology and End Results (SEER) Program (www.seer.cancer.gov) SEER*Stat Database: Incidence – SEER 9 Regs Research Data, Nov 2016 Sub (1973–2014).
Rosario-Rosado RV et al (2020) Breast cancer in a Caribbean population in transition: design and implementation of the Atabey population-based case-control study of women in the san Juan metropolitan area in Puerto Rico. Int J Environ Res Public Health. https://doi.org/10.3390/ijerph17041333
Momenimovahed Z, Salehiniya H (2019) Epidemiological characteristics of and risk factors for breast cancer in the world. Breast Cancer (Dove Med Press) 11:151–164
Gartner LM et al (2005) Breastfeeding and the use of human milk. Pediatrics 115(2):496–506
Calonge N et al (2008) Primary care interventions to promote breastfeeding: US Preventive Services Task Force recommendation statement. Ann Intern Med 149(8):560–564
Mohseni R et al (2020) Birth weight and risk of cardiovascular disease incidence in adulthood: a dose-response meta-analysis. Curr Atheroscler Rep 22(3):12
Wang SF et al (2014) Birth weight and risk of coronary heart disease in adults: a meta-analysis of prospective cohort studies. J Dev Orig Health Dis 5(6):408–419
Dunger DB et al (1998) Association of the INS VNTR with size at birth. ALSPAC Study Team. Avon longitudinal study of pregnancy and childhood. Nat Genet 19(1):98–100
Gold AE et al (1998) The effect of glycemic control in the pre-conception period and early pregnancy on birth weight in women with IDDM. Diabetes Care 21(4):535–538
Petridou E et al (1990) Tobacco smoking, pregnancy estrogens, and birth weight. Epidemiology 1(3):247–250
Stavola BL et al (2000) Birthweight, childhood growth and risk of breast cancer in a British cohort. Br J Cancer 83(7):964–968
McCormack VA et al (2003) Fetal growth and subsequent risk of breast cancer: results from long term follow up of Swedish cohort. BMJ 326(7383):248
Globocan. The Global Cancer Observatory Puerto Rico Fact Sheet. 2020 [cited 2021 21 June]; International Agency for Research on Cancer (IARC):[Available from: https://gco.iarc.fr/today/data/factsheets/populations/630-puerto-rico-fact-sheets.pdf.
Globocan. The Global Cancer Observatory Dominican Republic Fact Sheet. 2020 [cited 2021 21 June ]; International Agency for Research on Cancer (IARC):[Available from: https://gco.iarc.fr/today/data/factsheets/populations/214-dominican-republic-fact-sheets.pdf.
Globocan. The Global Cancer Observatory Cuba Fact Sheet. 2020 [cited 2021 21 June]; International Agency for Research on Cancer (IARC):[Available from: https://gco.iarc.fr/today/data/factsheets/populations/192-cuba-fact-sheets.pdf.
Vázquez Calzada, J.L., 1988 La población de Puerto Rico y su trayectoria histórica. Raga Offset Printing, Río Piedras, Puerto Rico
Ragin C et al (2018) Breast cancer research in the Caribbean: analysis of reports from 1975 to 2017. J Glob Oncol 4:1–21
Brown CR et al (2017) Social determinants of breast cancer in the Caribbean: a systematic review. Int J Equity Health 16(1):1–26
Cazap E (2018) Breast Cancer in Latin America: a map of the disease in the region. Am Soc Clin Oncol Educ Book 38:451–456
Parr CL et al (2009) Recall bias in melanoma risk factors and measurement error effects: a nested case-control study within the Norwegian Women and Cancer Study. Am J Epidemiol 169(3):257–266
Acknowledgments
The Atabey Epidemiology of Breast Cancer in Puerto Rico Study was supported by CDMRP Grant W81XWH-07-1-0329 BCRP HBCU/MI Partnership Training Award. The views, opinions or endorsements are solely the responsibility of the authors and do not necessarily reflect the official views of supporting agencies. The research team acknowledges The Consortium of Clinical and Translational Research of Puerto Rico (NIMHD and NIAID Award Number 2U54MD007587), the Puerto Rico Central Cancer Registry, many collaborating physicians and their affiliated institutions, the interviewers, the community outreach worker, and the graduate students from the UPR Graduate School of Public Health who contributed to this research.
Funding
Funding Funded in part by the Department of Defense Congressionally Directed Medical Research Programs (BC060131) and the National Cancer Institute (P20CA096256). The DOD and NCI had no role in the design, analysis, or writing of this article.
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JLF, CMN, RVR-R, MS-S, IM-R, and FR-M designed and conducted the study. LJM and JLF conceptualized the specific hypotheses for this manuscript. LJM and JN performed the analyses under the supervision of JLF. LJM drafted the manuscript with the supervision of JLF. All authors edited the manuscript, reviewed the final version, and approved of its contents.
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All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki Declaration and its later amendments or comparable ethical standards. The study was approved by the respective internal review board (IRB) committees of the State University of New York at Buffalo and University of Puerto Rico.
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Mattick, L.J., Nazario, C.M., Rosario-Rosado, R.V. et al. Perinatal factors, female breast cancer, and associated risk factors in Puerto Rico: evidence from the Atabey epidemiology of breast cancer study. Cancer Causes Control 33, 373–379 (2022). https://doi.org/10.1007/s10552-021-01531-0
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DOI: https://doi.org/10.1007/s10552-021-01531-0