Skip to main content

Advertisement

Log in

Body size from birth through adolescence in relation to risk of benign breast disease in young women

  • Epidemiology
  • Published:
Breast Cancer Research and Treatment Aims and scope Submit manuscript

Abstract

Purpose

Body size, from birth throughout adulthood, is associated with breast cancer risk, but few studies have investigated early-life body size and benign breast disease (BBD), a well-established breast cancer risk factor. We consider whether prenatal factors and size at birth, 10, 18 year, and intervening growth, are related to BBD risk.

Methods

The Growing Up Today Study includes 9032 females who completed questionnaires annually from 1996 to 2001, then 2003, 2005, 2007, 2010, and 2013. In 1996, their mothers provided pregnancy-related data. From 2005 to 2013, participants (18 year+) reported whether they had ever been diagnosed with biopsy-confirmed BBD (N = 142 cases).

Results

Girls had greater adiposity (BMI; kg/m2) at 10 year if they were larger at birth, if mother’s pre-pregnancy BMI was higher, or if gestational weight gain was greater (all p < .01). Maternal height was (positively) associated (p < .05) with adolescent peak height growth velocity (PHV; in./year). Greater 10 year adiposity was associated with lower PHV and less height growth 10–18 year (both p < .01). Adiposity at 10 year was inversely associated with BBD (OR 0.83/(kg/m2), p < .01) as was increasing adiposity 10–18 year (OR 0.85/(kg/m2), p = .01). In a separate model, 10 year height (OR 1.13/in., p = .02) and height growth 10–18 year (OR 1.19/in.; p < .01) were positively associated. PHV was similarly positively associated (OR 2.58, p = .01, fastest versus slowest growth quartiles). In a multivariable model of BBD risk, gestational weight gain (daughters at highest risk if <20 lb gained), PHV (slowest growing girls at lowest risk), age 10 year height (positive), and BMI (inverse) were the most critical childhood risk factors (each p < .05).

Conclusions

Body size factors from pregnancy through adolescence were independently associated with BBD risk in young women.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Similar content being viewed by others

References

  1. Colditz GA, Frazier AL (1995) Models of breast cancer show that risk is set by events of early life: prevention efforts must shift focus. Cancer Epidemiol Biomarkers Prev 4:567–571

    CAS  PubMed  Google Scholar 

  2. Buell P (1973) Changing incidence of breast cancer in Japanese-American women. J Natl Cancer Inst 51:1479–1483

    CAS  PubMed  Google Scholar 

  3. Land CE, Tokunaga M, Koyama K, Soda M, Preston DL, Nishimori I et al (2003) Incidence of female breast cancer among atomic bomb survivors, Hiroshima and Nagasaki, 1950–1990. Radiat Res 160:707–717

    Article  CAS  PubMed  Google Scholar 

  4. Ziegler RG, Hoover RN, Pike MC, Hildesheim A, Nomura AM, West DW et al (1993) Migration patterns and breast cancer risk in Asian-American women. J Natl Cancer Inst 85:1819–1827

    Article  CAS  PubMed  Google Scholar 

  5. Berkey CS, Frazier AL, Gardner JD, Colditz GA (1999) Adolescence and breast carcinoma risk. Cancer 85:2400–2409

    Article  CAS  PubMed  Google Scholar 

  6. Colditz GA, Bohlke K, Berkey CS (2014) Breast cancer risk accumulation starts early: prevention must also. Breast Cancer Res Treat 145:567–579

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  7. Trichopoulos D (1990) Hypothesis: does breast cancer originate in utero? Lancet 355:939–940

    Article  Google Scholar 

  8. Hilakivi-Clarke L, Clarke R, Lippman ME (1994) Perinatal factors increase breast cancer risk. Breast Cancer Res Treat 31:273–284

    Article  CAS  PubMed  Google Scholar 

  9. Moley KH, Colditz GA (2016) Effects of obesity on hormonally driven cancer in women. Sci Transl Med 8:323ps3

    Article  PubMed  PubMed Central  Google Scholar 

  10. Michels KB, Xue F (2006) Role of birthweight in the etiology of breast cancer. Int J Cancer 119:2007–2025

    Article  CAS  PubMed  Google Scholar 

  11. Xue F, Michels KB (2007) Intrauterine factors and risk of breast cancer: a systematic review and meta-analysis of current evidence. Lancet Oncol 8:1088–1100

    Article  PubMed  Google Scholar 

  12. Wilson KM, Willett WC, Michels KB (2011) Mothers’ pre-pregnancy BMI and weight gain during pregnancy and risk of breast cancer in daughters. Breast Cancer Res Treat 130:273–279

    Article  PubMed  PubMed Central  Google Scholar 

  13. Ruder EH, Dorgan JF, Kranz S, Kris-Etherton PM, Hartman TJ (2008) Examining breast cancer growth and lifestyle risk factors: early life, childhood, and adolescence. Clin Breast Cancer 8:334–342

    Article  PubMed  PubMed Central  Google Scholar 

  14. Baer HJ, Tworoger SS, Hankinson SE, Willett WC (2010) Body fatness at young ages and risk of breast cancer throughout life. AJE 171:1183–1194

    Article  Google Scholar 

  15. Rosner B, Eliassen AH, Toriola AT, Chen W, Hankinson S, Willett W, Berkey CS, Colditz G (2017) Weight and weight changes in early adulthood and later breast cancer risk.  International Journal of Cancer (in press)

  16. Ahlgren M, Melbye M, Wohlfahrt J, Sorensen TI (2004) Growth patterns and the risk of breast cancer in women. NEJM 351:1619–1626

    Article  CAS  PubMed  Google Scholar 

  17. De Stavola BL, dos Santos Silva I, McCormack V, Hardy RJ, Kuh DJ, Wadsworth ME (2004) Childhood growth and breast cancer. Am J Epidemiol 159:671–682

    Article  PubMed  Google Scholar 

  18. Dyrstad W, Yan Y, Fowler A, Colditz G (2015) Breast cancer risk associated with benign breast disease: systematic review and meta-analysis. Breast Cancer Res Treat 149:569–575

    Article  CAS  PubMed  Google Scholar 

  19. Baer H, Schnitt SJ, Connoly JL, Byrne C, Willett WC, Rosner B, Colditz GA (2005) Early life factors and incidence of proliferative benign breast disease. Cancer Epidemiol Biomarkers Prev 14:2889–2897

    Article  PubMed  Google Scholar 

  20. Berkey CS, Rosner B, Willett WC, Tamimi RM, Frazier AL, Colditz GA (2015) Prenatal factors and infant feeding in relation to risk of BBD in young women. Breast Cancer Res Treat 154:573–582

    Article  PubMed  Google Scholar 

  21. Berkey CS, Willett WC, Frazier AL, Rosner B, Tamimi RM, Colditz GA (2011) Prospective study of growth and development in older girls and risk of benign breast disease in young women. Cancer 117:1612–1620

    Article  PubMed  Google Scholar 

  22. Colditz GA, Hankinson SE (2005) The Nurses’ Health Study: lifestyle and health among women. Nat Rev Cancer 5:388–396

    Article  CAS  PubMed  Google Scholar 

  23. Berkey CS, Rockett HRH, Gillman MW, Colditz GA (2003) One-year changes in activity and in inactivity among 10- to 15-year old boys and girls. Relationship to change in BMI. Pediatrics 111:836–843

    Article  PubMed  Google Scholar 

  24. Neinstein LS (1999) Breast disease in adolescents and young women. Pediatr Clin North Am 46:607–629

    Article  CAS  PubMed  Google Scholar 

  25. Su X, Colditz GA, Willett WC, Collins LC, Schnitt SJ, Connolly JL et al (2010) Genetic variation and circulating levels of IGF-I and IGFBP-3 in relation to risk of proliferative benign breast disease. Int J Cancer 126:180–190

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  26. Tomeo CA, Rich-Edwards JW, Michels KB, Berkey CS, Hunter DJ, Frazier AL, Willett WC, Buka SL (1999) Reproducibility and validity of maternal recall of pregnancy-related events. Epidemiology 10:774–777

    Article  CAS  PubMed  Google Scholar 

  27. Troy LM, Michels KB, Hunter DJ, Spiegelman D, Manson JE, Colditz GA, Stampfer MJ, Willett WC (1996) Self-reported birthweight and history of having been breastfed among younger women: an assessment of validity. Int J Epidemiol 25:122–127

    Article  CAS  PubMed  Google Scholar 

  28. McClure CK, Bodnar LM, Ness R, Catov JM (2011) Accuracy of maternal recall of gestational weight gain 4–12 years after delivery. Obesity (Silver Spring) 19:1047–1053

    Article  Google Scholar 

  29. Strauss RS (1999) Comparison of measured and self-reported weight and height in a cross-sectional sample of young adolescents. Int J Obes Relat Metab Disord 23:904–908

    Article  CAS  PubMed  Google Scholar 

  30. Goodman E, Hinden BR, Khandelwal S (2000) Accuracy of teen and parental reports of obesity and body mass index. Pediatrics 106:52–58

    Article  CAS  PubMed  Google Scholar 

  31. Stunkard AJ, Sorensen T, Schulsinger F (1983) Use of the Danish Adoption Register for the study of obesity and thinness. In: Kety SS, Rowland LP, Sidman RL et al (eds) The genetics of neurological and psychiatric disorders. Raven Press, New York, pp 115–120

    Google Scholar 

  32. Must A, Willett WC, Dietz WH (1993) Remote recall of childhood height, weight, and body build by elderly subjects. Am J Epidemiol 138:56–64

    CAS  PubMed  Google Scholar 

  33. Berkey CS, Gardner JD, Frazier AL, Colditz GA (2000) Relation of childhood diet and body size to menarche and adolescent growth in girls. Am J Epidemiol 152:446–452

    Article  CAS  PubMed  Google Scholar 

  34. Berkey CS, Wang X, Dockery DW, Ferris BG Jr (1994) Adolescent height growth in a US population. Ann Hum Biol 21:435–442

    Article  CAS  PubMed  Google Scholar 

  35. Bock RD, Thissen D (1980) Statistical problems of fitting individual growth curves. In: Johnston FE, Roche AF, Susanne C (eds) Human physical growth & maturation: methodologies and factors. Plenum Press, London, pp 265–290

    Chapter  Google Scholar 

  36. SAS Institute Inc. (1997) SAS/STAT Software: changes and enhancements through Release 6.12. Proc Logist. SAS Institute Inc., Cary

    Google Scholar 

  37. Berkey CS, Tamimi RM, Willett WC, Rosner B, Frazier AL, Colditz GA (2014) Adolescent physical activity and inactivity: a prospective study of risk of benign breast disease in young women. Breast Cancer Res Treat 146:611–618

    Article  PubMed  PubMed Central  Google Scholar 

  38. Gillman MW, Rifas-Shiman S, Berkey CS, Field AE, Colditz GA (2003) Maternal gestational diabetes, birth weight, and adolescent obesity. Pediatrics 111:e221–e226

    Article  PubMed  Google Scholar 

  39. Stuebe AM, Forman MR, Michels KB (2009) Maternal recalled gestational weight gain, pre-pregnancy BMI, and obesity in daughter. Int J Obes (London) 33:743–752

    Article  CAS  Google Scholar 

  40. Roberts CT, Brown AL, Graham DE, Seelig S, Berry S, Gabbay KH, Rechler MM (1986) Growth hormone regulates the abundance of insulin-like growth factor 1 RNA in adult rat liver. J Biol Chem 261:10025–10028

    CAS  PubMed  Google Scholar 

  41. Calle EE, Kaaks R (2004) Overweight, obesity and cancer: epidemiological evidence and proposed mechanisms. Nat Rev Cancer 4:579–591

    Article  CAS  PubMed  Google Scholar 

  42. Cousminer DL, Berry DJ, Timpson NJ, Ang W, Thiering E et al (for the Early Growth Genetics Consortium) (2013) Genome-wide association and longitudinal analyses reveal genetic loci linking pubertal height growth, pubertal timing and childhood adiposity. Hum Mol Genet 22:2735–2747

  43. Bertrand KA, Baer HJ, Orav EJ, Klifa C et al (2015) Body fatness during childhood and adolescence and breast density in young women: a prospective analysis. Breast Cancer Res 17:95

    Article  PubMed  PubMed Central  Google Scholar 

  44. Anderson ZJ, Baker JL, Bihrmann K, Vejborg I, Sorensen TI, Lynge E (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:R4

    Article  Google Scholar 

  45. Warrington NM, Howe LD, Paternoster LO, Kaakinen M, Herrala S et al (2015) A genome-wide association study of body mass index across early life and childhood. Int J Epidemiol 44:700–712

    Article  PubMed  PubMed Central  Google Scholar 

  46. Lof M, Hilakivi-Clarke L, Sandin SS, de Assis S, Yu W, Weiderpass E (2009) Dietary fat intake and gestational weight gain in relation to estradiol and progesterone plasma levels during pregnancy: a longitudinal study in Swedish women. BMC Womens Health 9:10

    Article  PubMed  PubMed Central  Google Scholar 

  47. Ba Y, Yu H, Geng X, Zhu C, Zhu Q, Zheng T, Ma S, Wang G, Li Z, Zhang Y (2011) Relationship of folate, vitamin B12 and methylation of insulin-like growth factor-II in maternal and cord blood. Eur J Clin Nutr 65:480–485

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  48. Gao C, Patel CJ, Michailidou K, Peters U, Gong J, Schildkraut J et al (2016) Mendelian randomization study of adiposity-related traits and risk of breast, ovarian, prostate, lung and colorectal cancer. Int J Epidemiol pii:dyw129 (Epub ahead of print)

    Google Scholar 

  49. Willett WC, Blot WJ, Colditz GA, Folsom AR, Henderson BE, Stampfer MJ (2007) Merging and emerging cohorts: not worth the wait. Nature 445:257–258

    Article  CAS  PubMed  Google Scholar 

Download references

Acknowledgments

Supported by a Grant from The Breast Cancer Research Foundation (NYC, NY) to Dr. Colditz and by DK046834 from the National Institutes of Health (Bethesda, MD). Dr. Frazier was supported by an award from the American Institute for Cancer Research. Dr. Colditz, who founded GUTS, was supported, in part, by an American Cancer Society Clinical Research Professorship. The authors appreciate the ongoing, since 1996, dedication of our female GUTS participants and their mothers in NHSII.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Catherine S. Berkey.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Ethical approval

All procedures were in accordance with the ethical standards of Harvard University and Brigham and Women’s Hospital, and with the 1964 Helsinki declaration.

Informed consent

Informed consent was obtained from all individual participants included in this study.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Berkey, C.S., Rosner, B., Tamimi, R.M. et al. Body size from birth through adolescence in relation to risk of benign breast disease in young women. Breast Cancer Res Treat 162, 139–149 (2017). https://doi.org/10.1007/s10549-016-4084-5

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10549-016-4084-5

Keywords

Navigation