Cancer Epidemiology pp 343-360 | Cite as
Mammographic Density: A Heritable Risk Factor for Breast Cancer
Abstract
The appearance of the breast on mammography varies among women, reflecting variations in tissue composition. Stroma and epithelium attenuate x-rays more than fat and appear light on a mammogram, which we refer to here as “ mammographic density, ” while fat appears dark. We show evidence that mammographic density is a strong risk factor for breast cancer, and that risk of breast cancer is four to five times greater in women with density in more than 75% of the breast, compared with those with little or no density. Density in more than 50% of the breast may account for a large proportion of breast cancers.
Density is influenced by age, parity, body mass index, and menopause but these factors account for only 20 – 30% of the variation in density in the population. Twin studies have shown that percent mammographic density, at a given age, is highly heritable, and that inherited factors explain 63% of the variance. Mammographic density has the characteristics of a quantitative trait, and may be influenced by genes that are easier to identify than those associated with breast cancer itself. The genes that influence mammographic density may also be associated with risk of breast cancer, and their identification is also likely to provide insights into the biology of the breast, and to identify potential targets for preventive strategies.
Key words
Breast cancer heritable factors mammography densityReferences
- 1.Muir C, Waterhouse T, Mack J, Powell S, Whelan S. Cancer Incidence in Five Continents. Volume V1 ed. IARC Scientific Publication, 1992.Google Scholar
- 2.Pharoah PD, Antoniou AC, Bobrow M, Zimmern RL, Easton D, Ponder AJ. Polygenic susceptibility of breast cancer and implications for prevention. Nat Genet 2002; 31(1):33–36.CrossRefPubMedGoogle Scholar
- 3.Malone KE, Daling JR, Thompson JD, O'Brien CA, Francisco LV, Ostrander EA. BRCA1 mutations and breast cancer in the general population. JAMA 1998; 279(12):922–929.CrossRefPubMedGoogle Scholar
- 4.Newman B, Mu H, Butler LM, Millikan R, Moorman PG, King M-C. Frequency of breast cancer attributable to BRCA1 in a population-based series of American women. JAMA 1998; 279(12): 915–921.CrossRefPubMedGoogle Scholar
- 5.Peto J, Collin N, Barfoot R, et al. Prevalence of BRCA1 and BRCA2 gene mutations in patients with early-onset breast cancer. J Natl Cancer Inst 2001; 91(11):943–949.Google Scholar
- 6.Dite GS, Jenkins MA, Southey MC, et al. Familial risks, early-onset breast cancer, and BRCA1 and BRCA2 germline mutations. J Natl Cancer Inst 2003; 95(6):448–457.CrossRefPubMedGoogle Scholar
- 7.Boyd NF, Byng JW, Jong RA, et al. Quantitative classification of mammographic densities and breast cancer risk: Results from the Canadian National Breast Screening Study. J Natl Cancer Inst 1995; 87(9):670–675.CrossRefPubMedGoogle Scholar
- 8.Byrne C, Schairer C, Wolfe J, et al. Mammographic features and breast cancer risk: Effects with time, age, and menopause status. J Natl Cancer Inst 1995; 87(21):1622–1629.CrossRefPubMedGoogle Scholar
- 9.Wolfe JN. Risk for breast cancer development determined by mammographic parenchymal pattern. Cancer 1976; 37(5):2486–2492.CrossRefPubMedGoogle Scholar
- 10.Wolfe JN. Breast patterns as an index of risk for developing breast cancer. Am J Roentgenol 1976; 126(6):1130–1139.Google Scholar
- 11.Kerlikowske K, Grady D, Barclay J, et al. Variability and accuracy in mammographic interpretation using the American college of radiology breast imaging reporting and data system. J Natl Cancer Inst 1998; 90(23):1801–1809.CrossRefPubMedGoogle Scholar
- 12.Gram IT, Funkhouser E, Tabar L. The Tabar classification of mammographic parenchymal patterns. Eur J Radiol 1997; 24(2):131–136.CrossRefPubMedGoogle Scholar
- 13.McCormack VA, dos Santos Silva I. Breast density and parenchymal patterns as markers of breast cancer risk: A meta-analysis. Cancer Epidemiol Biomarkers Prev 2006; 15(6):1159–1169.CrossRefPubMedGoogle Scholar
- 14.Ursin G, Wu AH, Bernstein L, et al. Mammographic density and breast cancer in three ethnic groups. Cancer Epidemiol Biomarkers Prev 2003; 12(4):332–338.PubMedGoogle Scholar
- 15.Boyd NF, Guo H, Martin LJ, et al. Mammographic density and the risk and detection of breast cancer. N Engl J Med 2007; 356(3):227–236.CrossRefPubMedGoogle Scholar
- 16.Byrne C, Schairer C, Wolfe J, et al. Mammographic features and breast cancer risk: Effects with time, age, and menopause status. J Natl Cancer Inst 1995; 87(21):1622–1629.CrossRefPubMedGoogle Scholar
- 17.Torres-Mejia G, De Stavola B, Allen D, et al. Mammographic features and subsequent risk of breast cancer: A comparison of qualitative and quantitative evaluations in the Guernsey prospective studies. Cancer Epidemiol Biomarkers Prev 2005; 14(5):1052–1059.CrossRefPubMedGoogle Scholar
- 18.Pisano ED, Gatsonis C, Hendrick E, et al. Diagnostic performance of digital versus film mammography for breast-cancer screening. N Engl J Med 2005; 353(17):1773–1783.CrossRefPubMedGoogle Scholar
- 19.Boyd NF, Lockwood GA, Byng J, Tritchler DL, Yaffe M. Mammographic densities and breast cancer risk. Cancer Epidemiol Biomarkers Prev 1998; 7(12):1133–1144.PubMedGoogle Scholar
- 20.Bartow SA, Mettler FA Jr, Black WC III. Correlations between radiographic patterns and morphology of the female breast. Rad Patterns Morph 1997; 13:263–275.Google Scholar
- 21.Li T, Sun L, Miller N, et al. The association of measured breast tissue characteristics with mammographic density and other risk factors for breast cancer. Cancer Epidemiol Biomarkers Prev 2005; 14(2):343–349.CrossRefPubMedGoogle Scholar
- 22.Guo YP, Martin LJ, Hanna W, et al. Growth factors and stromal matrix proteins associated with mammographic densities. Cancer Epidemiol Biomarkers Prev 2001; 10(3):243–248.PubMedGoogle Scholar
- 23.Grove JS, Goodman MJ, Gilbert F, Mi MP. Factors associated with mammographic pattern. Br J Radiol 1985; 58(685):21–25.CrossRefPubMedGoogle Scholar
- 24.Vachon CM, Kuni CC, Anderson K. Association of mammographically defined percent breast density with epidemiologic risk factors for breast cancer (United States). Cancer Causes Control 2000; 11(7):653–662.CrossRefPubMedGoogle Scholar
- 25.Boyd N, Martin L, Stone J, Little L, Minkin S, Yaffe M. A longitudinal study of the effects of menopause on mammographic features. Cancer Epidemiol Biomarkers Prev 2002; 11(10 Pt 1):1048–1053.PubMedGoogle Scholar
- 26.Ziv E, Shepherd J, Smith-Bindman R, Kerlikowske K. Mammographic breast density and family history of breast cancer. J Natl Cancer Inst 2005; 95(7):556–558.Google Scholar
- 27.Bartow SA, Pathak DR, Mettler FA, Key CR, Pike MC. Breast mammographic pattern: A concatenation of confounding and breast cancer risk factors. Am J Epidemiol 1995; 142(8):813–819.PubMedGoogle Scholar
- 28.Trentham-Dietz A, Newcomb PA, Storer BE, et al. Body size and risk of breast cancer. Am J Epidemiol 1997; 145(11):1011–1019.Google Scholar
- 29.Boyd NF, Guo H, Martin LJ, et al. Mammographic density and the risk and detection of breast cancer. N Engl J Med 2007; 356(3):227–236.CrossRefPubMedGoogle Scholar
- 30.Boyd NF, Martin LJ, Sun L, et al. Body size, mammographic density and breast cancer risk. Cancer Epidemiol Biomarkers Prev 2006; 15(11):2086–2092.CrossRefPubMedGoogle Scholar
- 31.Brisson J, Morrison AS, Kopans DB. Height and weight, mammographic features of breast tissue, and breast cancer risk. Am J Epidemiol 1984; 119(3):371–381.PubMedGoogle Scholar
- 32.Hunter DJ, Willett WC. Diet, body size, and breast cancer. Epidemiol Rev 1993; 15(1):110–132.PubMedGoogle Scholar
- 33.Noh JJ, Maskarinec G, Pagano I, Cheung LW, Stanczyk FZ. Mammographic densities and circulating hormones: A cross-sectional study in premenopausal women. Breast 2006; 15(1):20–28.CrossRefPubMedGoogle Scholar
- 34.Tamimi RM, Hankinson SE, Colditz GA, Byrne C. Endogenous sex hormone levels and mammographic density among postmen-opausal women. Cancer Epidemiol Biomarkers Prev 2005; 14(11 (Pt 1)):2641–2647.CrossRefPubMedGoogle Scholar
- 35.Aiello EJ, Tworoger SS, Yasui Y, et al. Associations among circulating sex hormones, insulin-like growth factor, lipids, and mammographic density in postmenopausal women. Cancer Epidemiol Biomarkers Prev 2005; 14(6):1411–1417.CrossRefPubMedGoogle Scholar
- 36.Warren R, Skinner J, Sala E, et al. Associations among mammographic density, circulating sex hormones, and polymorphisms in sex hormone metabolism genes in postmen-opausal women. Cancer Epidemiol Biomarkers Prev 2006; 15(8):1502–1508.CrossRefPubMedGoogle Scholar
- 37.Greendale GA, Palla SL, Ursin G, et al. The association of endogenous sex steroids and sex steroid binding proteins with mammographic density: results from the Postmenopausal Estrogen/Progestin Interventions Mammographic Density Study. Am J Epidemiol 2005; 162(9):826–834.CrossRefPubMedGoogle Scholar
- 38.Byrne C, Colditz GA, Pollak M, Willet WC, Speizer FE, Hankinson SE. Plasma insulin-like growth factor-I, insulin-like growth factor binding protein-3 and mammographic density. Cancer Res 2000; 60(14):3744–3748.PubMedGoogle Scholar
- 39.Boyd NF, Stone J, Martin LJ, et al. The association of breast mitogens with mammographic densities. Br J Cancer 2002; 87(8):876–882.CrossRefPubMedGoogle Scholar
- 40.Diorio C, Pollak M, Byrne C, et al. Insulin-like growth factor-I, IGF-binding protein-3, and mammographic breast density. Cancer Epidemiol Biomarkers Prev 2005; 14(5):1065–1073.CrossRefPubMedGoogle Scholar
- 41.Maskarinec G, Williams AE, Kaaks R. A cross-sectional investigation of breast density and insulin-like growth factor I. Int J Cancer 2003; 107(6):991–996.CrossRefPubMedGoogle Scholar
- 42.dos Santos Silva I, Johnson N, De Stavola B, et al. The insulin-like growth factor system and mammographic features in premenopausal and postmenopausal women. Cancer Epidemiol Biomarkers Prev 2006; 15(3):449–455.CrossRefPubMedGoogle Scholar
- 43.Bremnes Y, Ursin G, Bjurstam N, Rinaldi S, Kaaks R, Gram IT. Insulin-like growth factor and mammographic density in postmenopausal Norwegian women. Cancer Epidemiol Biomarkers Prev 2007; 16(1):57–62.CrossRefPubMedGoogle Scholar
- 44.Holmes MD, Pollak MN, Hankinson SE. Lifestyle correlates of plasma insulin-like growth factor I and insulin-like growth factor binding protein 3 concentrations. Cancer Epidemiol Biomarkers Prev 2002; 11(9):862–867.PubMedGoogle Scholar
- 45.Eliassen AH, Tworoger SS, Hankinson SE. Reproductive factors and family history of breast cancer in relation to plasma prolactin levels in premenopausal and postmenopausal women. Int J Cancer 2007; 120(7):1536 –1541.CrossRefPubMedGoogle Scholar
- 46.Wolfe JN, Albert S, Belle S, Salane M. Familial influences on breast parenchymal patterns. Cancer 1980; 46(11):2433–2437.CrossRefPubMedGoogle Scholar
- 47.Kaprio J, Alanko A, Kivisaari L. Mammographic patterns in twin pairs discordant for breast cancer. Br J Radiol 1987; 60(713):459–462.CrossRefPubMedGoogle Scholar
- 48.Boyd NF, Dite GS, Stone J, et al. Heritability of mammographic density, a risk factor for breast cancer. N Engl J Med 2002; 347(12):886–894.CrossRefPubMedGoogle Scholar
- 49.Stone J, Dite GS, Gunasekara A, et al. The heritability of mammographically dense and nondense breast tissue. Cancer Epidemiol Biomarkers Prev 2006; 15(4):612–617.CrossRefPubMedGoogle Scholar
- 50.Pankow JS, Vachon CM, Kuni CC, et al. Genetic analysis of mammographic breast density in adult women: evidence of a gene effect. J Natl Cancer Inst 1997; 89(8):549–556.CrossRefPubMedGoogle Scholar
- 51.Vachon CM, King RA, Atwood LD, Kuni CC, Sellers TA. Preliminary sibpair linkage analysis of percent mammographic density. J Natl Cancer Inst 1999; 91(20):1778–1779.CrossRefPubMedGoogle Scholar
- 52.Hong C-C, Thompson HJ, Jiang C, et al. Val158Met Polymorphism in catechol-O-methyltransferase (COMT) gene associated with risk factors for breast cancer. Cancer Epidemiol Biomarkers Prev 2003; 12(9):838–847.PubMedGoogle Scholar
- 53.Maskarinec G, Luire G, Williams AE, March-and L. An investigation of mammographic density and gene variants in healthy women. Int J Cancer 2004; 112(4):683–688.CrossRefPubMedGoogle Scholar
- 54.Haiman CA, Bernstein L, Berg D, Ingles SA, Salane M, Ursin G. Genetic determinants of mammographic density. Breast Cancer Res 2002; 4(3):R5.CrossRefPubMedGoogle Scholar
- 55.Haiman CA, Hankinson SE, De Vivo I, et al. Polymorphisms in steroid hormone pathway genes and mammographic density. Breast Cancer Research and Treatment 2003; 77(1):27–36.CrossRefPubMedGoogle Scholar
- 56.Van Duijnhoven FJ, Bezemer ID, Peeters PH, et al. Polymorphisms in the estrogen receptor alpha gene and mammographic density. Cancer Epidemiol Biomarkers Prev 2005; 14(11 Pt 1):2655–2660.CrossRefPubMedGoogle Scholar
- 57.Lillie EO, Bernstein L, Ingles SA, et al. Polymorphism in the androgen receptor and mammographic density in women taking and not taking estrogen and progestin therapy. Cancer Res 2004; 64(4):1237–1241.CrossRefPubMedGoogle Scholar
- 58.Lai JH, Vesprini D, Zhang W, Yaffe MJ, Pollak M, Narod SA. A polymorphic locus in the promoter region of the IGFBP3 gene is related to mammographic breast density. Cancer Epidemiol Biomarkers Prev 2004; 13(4):573–582.PubMedGoogle Scholar
- 59.Tamimi RM, Cox DG, Kraft P, et al. Common genetic variation in IGF1, IGFBP-1, and IGFBP-3 in relation to mammographic density: a cross-sectional study. Breast Cancer Res 2007; 9(1):R18.CrossRefPubMedGoogle Scholar
- 60.Mulhall C, Hegele R, Cao H, Tritchler D, Yaffe M, Boyd NF. Mammographic density and the pituitary growth hormone and growth hormone releasing hormone receptor genes. Cancer Epidemiol Biomarkers Prev 2005; 14(11 Pt 1):2648 –2654.CrossRefPubMedGoogle Scholar
- 61.Stone J., Gurrin LC, Byrnes GB, et al. Mammographic density and candidate gene variants: a twins and sisters study. Cancer Epidemiol Biomarkers Prev 2007; 16(7):1479–1484.CrossRefPubMedGoogle Scholar
- 62.Heng D, Gao F, Jong R, et al. Risk factors for breast cancer associated with mammographic features in Singaporean Chinese women. Cancer Epidemiol Biomarkers Prev 2004; 13(11 Pt 1):1751–1758.PubMedGoogle Scholar
- 63.Martin LJ, Boyd N. Potential mechanisms of breast cancer risk associated with mammo graphic density: hypotheses based on epidemio logical evidence. Breast Cancer Res 2008; 10:1–14 .CrossRefGoogle Scholar