Skip to main content
Top
Published in: Breast Cancer Research 4/2012

Open Access 01-08-2012 | Research article

Height, adiposity and body fat distribution and breast density in young women

Authors: Joanne F Dorgan, Catherine Klifa, John A Shepherd, Brian L Egleston, Peter O Kwiterovich Jr, John H Himes, Kelley Pettee Gabriel, Linda Van Horn, Linda G Snetselaar, Victor J Stevens, Bruce A Barton, Alan M Robson, Norman L Lasser, Snehal Deshmukh, Nola M Hylton

Published in: Breast Cancer Research | Issue 4/2012

Login to get access

Abstract

Introduction

Breast density is one of the strongest risk factors for breast cancer, but determinants of breast density in young women remain largely unknown.

Methods

Associations of height, adiposity and body fat distribution with percentage dense breast volume (%DBV) and absolute dense breast volume (ADBV) were evaluated in a cross-sectional study of 174 healthy women, 25 to 29 years old. Adiposity and body fat distribution were measured by anthropometry and dual-energy X-ray absorptiometry (DXA), while %DBV and ADBV were measured by magnetic resonance imaging. Associations were evaluated using linear mixed-effects models. All tests of statistical significance are two-sided.

Results

Height was significantly positively associated with %DBV but not ADBV; for each standard deviation (SD) increase in height, %DBV increased by 18.7% in adjusted models. In contrast, all measures of adiposity and body fat distribution were significantly inversely associated with %DBV; a SD increase in body mass index (BMI), percentage fat mass, waist circumference and the android:gynoid fat mass ratio (A:G ratio) was each associated significantly with a 44.4 to 47.0% decrease in %DBV after adjustment for childhood BMI and other covariates. Although associations were weaker than for %DBV, all measures of adiposity and body fat distribution also were significantly inversely associated with ADBV before adjustment for childhood BMI. After adjustment for childhood BMI, however, only the DXA measures of percentage fat mass and A:G ratio remained significant; a SD increase in each was associated with a 13.8 to 19.6% decrease in ADBV. In mutually adjusted analysis, the percentage fat mass and the A:G ratio remained significantly inversely associated with %DBV, but only the A:G ratio was significantly associated with ADBV; a SD increase in the A:G ratio was associated with an 18.5% decrease in ADBV.

Conclusion

Total adiposity and body fat distribution are independently inversely associated with %DBV, whereas in mutually adjusted analysis only body fat distribution (A:G ratio) remained significantly inversely associated with ADBV in young women. Research is needed to identify biological mechanisms underlying these associations.
Appendix
Available only for authorised users
Literature
1.
go back to reference 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: 1159-1169. 10.1158/1055-9965.EPI-06-0034.CrossRefPubMed 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: 1159-1169. 10.1158/1055-9965.EPI-06-0034.CrossRefPubMed
2.
go back to reference Shepherd JA, Kerlikowske K, Ma L, Duewer F, Fan B, Wang J, Malkov S, Vittinghoff E, Cummings SR: Volume of mammographic density and risk of breast cancer. Cancer Epidemiol Biomarkers Prev. 2011, 20: 1473-1482. 10.1158/1055-9965.EPI-10-1150.CrossRefPubMedPubMedCentral Shepherd JA, Kerlikowske K, Ma L, Duewer F, Fan B, Wang J, Malkov S, Vittinghoff E, Cummings SR: Volume of mammographic density and risk of breast cancer. Cancer Epidemiol Biomarkers Prev. 2011, 20: 1473-1482. 10.1158/1055-9965.EPI-10-1150.CrossRefPubMedPubMedCentral
3.
go back to reference Boyd NF, Lockwood GA, Byng JW, Little LE, Yaffe MJ, Tritchler DL: The relationship of anthropometric measures to radiological features of the breast in premenopausal women. Br J Cancer. 1998, 78: 1233-1238. 10.1038/bjc.1998.660.CrossRefPubMedPubMedCentral Boyd NF, Lockwood GA, Byng JW, Little LE, Yaffe MJ, Tritchler DL: The relationship of anthropometric measures to radiological features of the breast in premenopausal women. Br J Cancer. 1998, 78: 1233-1238. 10.1038/bjc.1998.660.CrossRefPubMedPubMedCentral
4.
go back to reference Vachon C, Kuni C, Anderson K, Anderson V, Sellers T: Association of mammographically defined percent breast density with epidemiologic risk factors for breast cancer (United States). Cancer Causes Control. 2000, 11: 653-662. 10.1023/A:1008926607428.CrossRefPubMed Vachon C, Kuni C, Anderson K, Anderson V, Sellers T: Association of mammographically defined percent breast density with epidemiologic risk factors for breast cancer (United States). Cancer Causes Control. 2000, 11: 653-662. 10.1023/A:1008926607428.CrossRefPubMed
5.
go back to reference Gapstur S, Lopez P, Colangelo L, Wolfman J, Van Horn L, Hendrick R: Associations of breast cancer risk factors with breast density in Hispanic women. Cancer Epidemiol Biomarkers Prev. 2003, 12: 1074-1080.PubMed Gapstur S, Lopez P, Colangelo L, Wolfman J, Van Horn L, Hendrick R: Associations of breast cancer risk factors with breast density in Hispanic women. Cancer Epidemiol Biomarkers Prev. 2003, 12: 1074-1080.PubMed
6.
go back to reference Haars G, van Noord PA, van Gils CH, Grobbee DE, Peeters PH: Measurements of breast density: no ratio for a ratio. Cancer Epidemiol Biomarkers Prev. 2005, 14: 2634-2640. 10.1158/1055-9965.EPI-05-0824.CrossRefPubMed Haars G, van Noord PA, van Gils CH, Grobbee DE, Peeters PH: Measurements of breast density: no ratio for a ratio. Cancer Epidemiol Biomarkers Prev. 2005, 14: 2634-2640. 10.1158/1055-9965.EPI-05-0824.CrossRefPubMed
7.
go back to reference Boyd NF, Martin LJ, Sun L, Guo H, Chiarelli A, Hislop G, Yaffe M, Minkin S: Body size, mammographic density, and breast cancer risk. Cancer Epidemiol Biomarkers Prev. 2006, 15: 2086-2092. 10.1158/1055-9965.EPI-06-0345.CrossRefPubMed Boyd NF, Martin LJ, Sun L, Guo H, Chiarelli A, Hislop G, Yaffe M, Minkin S: Body size, mammographic density, and breast cancer risk. Cancer Epidemiol Biomarkers Prev. 2006, 15: 2086-2092. 10.1158/1055-9965.EPI-06-0345.CrossRefPubMed
8.
go back to reference Caire-Juvera G, Arendell LA, Maskarinec G, Thomson CA, Chen Z: Associations between mammographic density and body composition in Hispanic and non-Hispanic white women by menopause status. Menopause. 2008, 15: 319-325. 10.1097/gme.0b013e3181405b8a.CrossRefPubMed Caire-Juvera G, Arendell LA, Maskarinec G, Thomson CA, Chen Z: Associations between mammographic density and body composition in Hispanic and non-Hispanic white women by menopause status. Menopause. 2008, 15: 319-325. 10.1097/gme.0b013e3181405b8a.CrossRefPubMed
9.
go back to reference Reeves KW, Stone RA, Modugno F, Ness RB, Vogel VG, Weissfeld JL, Habel LA, Sternfeld B, Cauley JA: Longitudinal association of anthropometry with mammographic breast density in the Study of Women's Health Across the Nation. Int J Cancer. 2009, 124: 1169-1177. 10.1002/ijc.23996.CrossRefPubMedPubMedCentral Reeves KW, Stone RA, Modugno F, Ness RB, Vogel VG, Weissfeld JL, Habel LA, Sternfeld B, Cauley JA: Longitudinal association of anthropometry with mammographic breast density in the Study of Women's Health Across the Nation. Int J Cancer. 2009, 124: 1169-1177. 10.1002/ijc.23996.CrossRefPubMedPubMedCentral
10.
go back to reference Sung J, Song YM, Stone J, Lee K, Kim SY: Association of body size measurements and mammographic density in Korean women: the Healthy Twin study. Cancer Epidemiol Biomarkers Prev. 2010, 19: 1523-1531. 10.1158/1055-9965.EPI-09-1005.CrossRefPubMed Sung J, Song YM, Stone J, Lee K, Kim SY: Association of body size measurements and mammographic density in Korean women: the Healthy Twin study. Cancer Epidemiol Biomarkers Prev. 2010, 19: 1523-1531. 10.1158/1055-9965.EPI-09-1005.CrossRefPubMed
11.
go back to reference Tseng M, Byrne C: Adiposity, adult weight gain and mammographic breast density in US Chinese women. Int J Cancer. 2011, 128: 418-425. 10.1002/ijc.25338.CrossRefPubMed Tseng M, Byrne C: Adiposity, adult weight gain and mammographic breast density in US Chinese women. Int J Cancer. 2011, 128: 418-425. 10.1002/ijc.25338.CrossRefPubMed
12.
go back to reference Lokate M, Kallenberg M, Karssemeijer N, Van den Bosch M, Peeters P, Van Gils C: Volumetric breast density from full-field digital mammograms and its association with breast cancer risk factors: a comparison with a threshold method. Cancer Epidemiol Biomarkers Prev. 2010, 19: 3096-3105. 10.1158/1055-9965.EPI-10-0703.CrossRefPubMed Lokate M, Kallenberg M, Karssemeijer N, Van den Bosch M, Peeters P, Van Gils C: Volumetric breast density from full-field digital mammograms and its association with breast cancer risk factors: a comparison with a threshold method. Cancer Epidemiol Biomarkers Prev. 2010, 19: 3096-3105. 10.1158/1055-9965.EPI-10-0703.CrossRefPubMed
13.
go back to reference Woolcott CG, Cook LS, Courneya KS, Boyd NF, Yaffe MJ, Terry T, Brant R, McTiernan A, Bryant HE, Magliocco AM, Friedenreich CM: Associations of overall and abdominal adiposity with area and volumetric mammographic measures among postmenopausal women. Int J Cancer. 2011, 129: 440-448. 10.1002/ijc.25676.CrossRefPubMed Woolcott CG, Cook LS, Courneya KS, Boyd NF, Yaffe MJ, Terry T, Brant R, McTiernan A, Bryant HE, Magliocco AM, Friedenreich CM: Associations of overall and abdominal adiposity with area and volumetric mammographic measures among postmenopausal women. Int J Cancer. 2011, 129: 440-448. 10.1002/ijc.25676.CrossRefPubMed
14.
go back to reference Jeffreys M, Warren R, Highnam R, Davey Smith G: Breast cancer risk factors and a novel measure of volumetric breast density: cross-sectional study. Br J Cancer. 2008, 98: 210-216. 10.1038/sj.bjc.6604122.CrossRefPubMed Jeffreys M, Warren R, Highnam R, Davey Smith G: Breast cancer risk factors and a novel measure of volumetric breast density: cross-sectional study. Br J Cancer. 2008, 98: 210-216. 10.1038/sj.bjc.6604122.CrossRefPubMed
15.
go back to reference Warren R, Thompson D, del Frate C, Cordell M, Highnam R, Tromans C, Warsi I, Ding J, Sala E, Estrella F, Solomonides AE, Odeh M, McClatchey R, Bazzocchi M, Amendolia SR, Brady M: A comparison of some anthropometric parameters beween an Italian and a UK population: 'proof of principle' of a European project using MammoGrid. Clin Radiol. 2007, 62: 1052-1060. 10.1016/j.crad.2007.04.002.CrossRefPubMed Warren R, Thompson D, del Frate C, Cordell M, Highnam R, Tromans C, Warsi I, Ding J, Sala E, Estrella F, Solomonides AE, Odeh M, McClatchey R, Bazzocchi M, Amendolia SR, Brady M: A comparison of some anthropometric parameters beween an Italian and a UK population: 'proof of principle' of a European project using MammoGrid. Clin Radiol. 2007, 62: 1052-1060. 10.1016/j.crad.2007.04.002.CrossRefPubMed
16.
go back to reference Boyd N, Martin L, Chavez S, Gunasekara A, Salleh A, Melnichouk O, Yaffe M, Friedenrich C, Minkin S, Bronskill M: Breast-tissue composition and other risk factors for breast cancer in young women: a cross-sectional study. Lancet Oncol. 2009, 10: 569-580. 10.1016/S1470-2045(09)70078-6.CrossRefPubMed Boyd N, Martin L, Chavez S, Gunasekara A, Salleh A, Melnichouk O, Yaffe M, Friedenrich C, Minkin S, Bronskill M: Breast-tissue composition and other risk factors for breast cancer in young women: a cross-sectional study. Lancet Oncol. 2009, 10: 569-580. 10.1016/S1470-2045(09)70078-6.CrossRefPubMed
17.
go back to reference Kuchiki M, Takaaki H, Fukao A: Assessment of breast cancer risk based on mammary gland volume measured with CT. Breast Cancer Basic Clin Res. 2010, 4: 57-64.CrossRef Kuchiki M, Takaaki H, Fukao A: Assessment of breast cancer risk based on mammary gland volume measured with CT. Breast Cancer Basic Clin Res. 2010, 4: 57-64.CrossRef
18.
go back to reference Heng D, Gao F, Jong R, Fishell E, Yaffe M, Martin L, Li T, Stone J, Sun L, Hopper J, Boyd NF: Risk factors for breast cancer associated with mammographic features in Singaporean Chinese women. Cancer Epidemiol Biomarkers Prev. 2004, 13: 1751-1758.PubMed Heng D, Gao F, Jong R, Fishell E, Yaffe M, Martin L, Li T, Stone J, Sun L, Hopper J, Boyd NF: Risk factors for breast cancer associated with mammographic features in Singaporean Chinese women. Cancer Epidemiol Biomarkers Prev. 2004, 13: 1751-1758.PubMed
19.
go back to reference Furberg AS, Jasienska G, Bjurstam N, Torjesen PA, Emaus A, Lipson SF, Ellison PT, Thune I: Metabolic and hormonal profiles: HDL cholesterol as a plausible biomarker of breast cancer risk. The Norwegian EBBA Study. Cancer Epidemiol Biomarkers Prev. 2005, 14: 33-40.PubMed Furberg AS, Jasienska G, Bjurstam N, Torjesen PA, Emaus A, Lipson SF, Ellison PT, Thune I: Metabolic and hormonal profiles: HDL cholesterol as a plausible biomarker of breast cancer risk. The Norwegian EBBA Study. Cancer Epidemiol Biomarkers Prev. 2005, 14: 33-40.PubMed
20.
go back to reference Novotny R, Daida Y, Morimoto Y, Shepherd J, Maskarinec G: Puberty, body fat, and breast density in girls of several ethnic groups. Am J Hum Biol. 2011, 23: 359-365. 10.1002/ajhb.21145.CrossRefPubMed Novotny R, Daida Y, Morimoto Y, Shepherd J, Maskarinec G: Puberty, body fat, and breast density in girls of several ethnic groups. Am J Hum Biol. 2011, 23: 359-365. 10.1002/ajhb.21145.CrossRefPubMed
21.
go back to reference van den Brandt PA, Spiegelman D, Yaun SS, Adami HO, Beeson L, Folsom AR, Fraser G, Goldbohm RA, Graham S, Kushi L, Marshall JR, Miller AB, Rohan T, Smith-Warner SA, Speizer FE, Willett WC, Wolk A, Hunter DJ: Pooled analysis of prospective cohort studies on height, weight, and breast cancer risk. Am J Epidemiol. 2000, 152: 514-527. 10.1093/aje/152.6.514.CrossRefPubMed van den Brandt PA, Spiegelman D, Yaun SS, Adami HO, Beeson L, Folsom AR, Fraser G, Goldbohm RA, Graham S, Kushi L, Marshall JR, Miller AB, Rohan T, Smith-Warner SA, Speizer FE, Willett WC, Wolk A, Hunter DJ: Pooled analysis of prospective cohort studies on height, weight, and breast cancer risk. Am J Epidemiol. 2000, 152: 514-527. 10.1093/aje/152.6.514.CrossRefPubMed
22.
go back to reference Friedenreich CM: Review of anthropometric factors and breast cancer risk. Eur J Cancer Prev. 2001, 10: 15-32. 10.1097/00008469-200102000-00003.CrossRefPubMed Friedenreich CM: Review of anthropometric factors and breast cancer risk. Eur J Cancer Prev. 2001, 10: 15-32. 10.1097/00008469-200102000-00003.CrossRefPubMed
23.
go back to reference Ruder EH, Dorgan JF, Kranz S, Kris-Etherton PM, Hartman TJ: Examining breast cancer growth and lifestyle risk factors: early life, childhood, and adolescence. Clin Breast Cancer. 2008, 8: 334-342. 10.3816/CBC.2008.n.038.CrossRefPubMedPubMedCentral Ruder EH, Dorgan JF, Kranz S, Kris-Etherton PM, Hartman TJ: Examining breast cancer growth and lifestyle risk factors: early life, childhood, and adolescence. Clin Breast Cancer. 2008, 8: 334-342. 10.3816/CBC.2008.n.038.CrossRefPubMedPubMedCentral
24.
go back to reference Writing Group for the DISC Collaborative Research Group: Efficacy and safety of lowering dietary intake of fat and cholesterol in children with elevated low-density lipoprotein cholesterol. The Dietary Intervention Study in Children (DISC). JAMA. 1995, 273: 1429-1435.CrossRef Writing Group for the DISC Collaborative Research Group: Efficacy and safety of lowering dietary intake of fat and cholesterol in children with elevated low-density lipoprotein cholesterol. The Dietary Intervention Study in Children (DISC). JAMA. 1995, 273: 1429-1435.CrossRef
25.
go back to reference Obarzanek E, Hunsberger SA, Van Horn L, Hartmuller VV, Barton BA, Stevens VJ, Kwiterovich PO, Franklin FA, Kimm SY, Lasser NL, Simons-Morton DG, Lauer RM: Safety of a fat-reduced diet: the Dietary Intervention Study in Children (DISC). Pediatrics. 1997, 100: 51-59. 10.1542/peds.100.1.51.CrossRefPubMed Obarzanek E, Hunsberger SA, Van Horn L, Hartmuller VV, Barton BA, Stevens VJ, Kwiterovich PO, Franklin FA, Kimm SY, Lasser NL, Simons-Morton DG, Lauer RM: Safety of a fat-reduced diet: the Dietary Intervention Study in Children (DISC). Pediatrics. 1997, 100: 51-59. 10.1542/peds.100.1.51.CrossRefPubMed
26.
go back to reference Obarzanek E, Kimm SY, Barton BA, Van Horn LL, Kwiterovich PO, Simons-Morton DG, Hunsberger SA, Lasser NL, Robson AM, Franklin FA, Lauer RM, Stevens VJ, Friedman LA, Dorgan JF, Greenlick MR: Long-term safety and efficacy of a cholesterol-lowering diet in children with elevated low-density lipoprotein cholesterol: seven-year results of the Dietary Intervention Study in Children (DISC). Pediatrics. 2001, 107: 256-264. 10.1542/peds.107.2.256.CrossRefPubMed Obarzanek E, Kimm SY, Barton BA, Van Horn LL, Kwiterovich PO, Simons-Morton DG, Hunsberger SA, Lasser NL, Robson AM, Franklin FA, Lauer RM, Stevens VJ, Friedman LA, Dorgan JF, Greenlick MR: Long-term safety and efficacy of a cholesterol-lowering diet in children with elevated low-density lipoprotein cholesterol: seven-year results of the Dietary Intervention Study in Children (DISC). Pediatrics. 2001, 107: 256-264. 10.1542/peds.107.2.256.CrossRefPubMed
27.
go back to reference DISC Collaborative Research Group: Dietary intervention study in children (DISC) with elevated low-density-lipoprotein cholesterol. Design and baseline characteristics. Ann Epidemiol. 1993, 3: 393-402.CrossRef DISC Collaborative Research Group: Dietary intervention study in children (DISC) with elevated low-density-lipoprotein cholesterol. Design and baseline characteristics. Ann Epidemiol. 1993, 3: 393-402.CrossRef
28.
go back to reference Dorgan JF, Hunsberger SA, McMahon RP, Kwiterovich PO, Lauer RM, Van Horn L, Lasser NL, Stevens VJ, Friedman LA, Yanovski JA, Greenhut SF, Chandler DW, Franklin FA, Barton BA, Buckman DW, Snetselaar LG, Patterson BH, Schatzkin A, Taylor PR: Diet and sex hormones in girls: findings from a randomized controlled clinical trial. J Natl Cancer Inst. 2003, 95: 132-141. 10.1093/jnci/95.2.132.CrossRefPubMed Dorgan JF, Hunsberger SA, McMahon RP, Kwiterovich PO, Lauer RM, Van Horn L, Lasser NL, Stevens VJ, Friedman LA, Yanovski JA, Greenhut SF, Chandler DW, Franklin FA, Barton BA, Buckman DW, Snetselaar LG, Patterson BH, Schatzkin A, Taylor PR: Diet and sex hormones in girls: findings from a randomized controlled clinical trial. J Natl Cancer Inst. 2003, 95: 132-141. 10.1093/jnci/95.2.132.CrossRefPubMed
29.
go back to reference Dorgan JF, McMahon RP, Friedman LA, Van Horn L, Snetselaar LG, Kwiterovich PO, Lauer RM, Lasser NL, Stevens VJ, Robson A, Cooper SF, Chandler DW, Franklin FA, Barton BA, Patterson BH, Taylor PR, Schatzkin A: Diet and sex hormones in boys: findings from the dietary intervention study in children. J Clin Endocrinol Metab. 2006, 91: 3992-3996. 10.1210/jc.2006-0109.CrossRefPubMed Dorgan JF, McMahon RP, Friedman LA, Van Horn L, Snetselaar LG, Kwiterovich PO, Lauer RM, Lasser NL, Stevens VJ, Robson A, Cooper SF, Chandler DW, Franklin FA, Barton BA, Patterson BH, Taylor PR, Schatzkin A: Diet and sex hormones in boys: findings from the dietary intervention study in children. J Clin Endocrinol Metab. 2006, 91: 3992-3996. 10.1210/jc.2006-0109.CrossRefPubMed
30.
go back to reference Baim S, Binkley N, Bilezikian J, Kendler D, Hans D, Lewiecki E, Silverman S: Official positions of the International Society for Clinical Densitometry and executive summary of the 2007 ISCD Position Development Conference. J Clin Densitom. 2008, 11: 75-91. 10.1016/j.jocd.2007.12.007.CrossRefPubMed Baim S, Binkley N, Bilezikian J, Kendler D, Hans D, Lewiecki E, Silverman S: Official positions of the International Society for Clinical Densitometry and executive summary of the 2007 ISCD Position Development Conference. J Clin Densitom. 2008, 11: 75-91. 10.1016/j.jocd.2007.12.007.CrossRefPubMed
31.
go back to reference Genant HK, Grampp SS, Gluer CC, Faulkner KG, Jergas M, Engelke K, Hagiwara S, Van Kujik C: Universal standardization for dual x-ray absorptiometry: patient and phantom cross-calibration results. J Bone Miner Res. 1994, 9: 1503-1514.CrossRefPubMed Genant HK, Grampp SS, Gluer CC, Faulkner KG, Jergas M, Engelke K, Hagiwara S, Van Kujik C: Universal standardization for dual x-ray absorptiometry: patient and phantom cross-calibration results. J Bone Miner Res. 1994, 9: 1503-1514.CrossRefPubMed
32.
go back to reference Lu Y, Fuerst T, Hui S, Genant HK: Standardization of bone mineral density at femoral neck, trochanter and Ward's triangle. Osteoporos Int. 2001, 12: 438-444. 10.1007/s001980170087.CrossRefPubMed Lu Y, Fuerst T, Hui S, Genant HK: Standardization of bone mineral density at femoral neck, trochanter and Ward's triangle. Osteoporos Int. 2001, 12: 438-444. 10.1007/s001980170087.CrossRefPubMed
34.
go back to reference Klifa C, Carballido-Gamio J, Wilmes L, Laprie A, Lobo C, DeMicco E, Watkins M, Shepherd J, Gibbs J, Hylton N: Quantitation of breast tissue index from MR data using fuzzy clustering. Conf Proc IEEE Eng Med Biol Soc. 2004, 3: 1667-1670.PubMed Klifa C, Carballido-Gamio J, Wilmes L, Laprie A, Lobo C, DeMicco E, Watkins M, Shepherd J, Gibbs J, Hylton N: Quantitation of breast tissue index from MR data using fuzzy clustering. Conf Proc IEEE Eng Med Biol Soc. 2004, 3: 1667-1670.PubMed
35.
go back to reference Kuczmarski R, Ogden C, Guo S, Grummer-Strawn L, Flegal K, Mei Z, Wei R, Curtin L, Roche A, Johnson C: 2000 CDC growth charts for the United States: methods and development. National Center for Health Statistics. Vital Health Stat. 2002, 11: 1-190. Kuczmarski R, Ogden C, Guo S, Grummer-Strawn L, Flegal K, Mei Z, Wei R, Curtin L, Roche A, Johnson C: 2000 CDC growth charts for the United States: methods and development. National Center for Health Statistics. Vital Health Stat. 2002, 11: 1-190.
36.
go back to reference Chatterjee S, Hadi A, Price B: Regression Analysis by Example. 2000, New York: John Wiley & Sons, 3 Chatterjee S, Hadi A, Price B: Regression Analysis by Example. 2000, New York: John Wiley & Sons, 3
37.
go back to reference Hamilton L: Statistics with STATA: Updated for Version 10. 2009, Belmont, CA: Brooks/Cole Hamilton L: Statistics with STATA: Updated for Version 10. 2009, Belmont, CA: Brooks/Cole
38.
go back to reference Maskarinec G, Morimoto Y, Daida Y, Laidevant A, Malkov S, Shepherd J, Novotny R: Comparison of breast density measured by dual energy X-ray absorptiometry with mammographic density among adult women in Hawaii. Cancer Epidemiol. 2011, 35: 188-193. 10.1016/j.canep.2010.06.009.CrossRefPubMed Maskarinec G, Morimoto Y, Daida Y, Laidevant A, Malkov S, Shepherd J, Novotny R: Comparison of breast density measured by dual energy X-ray absorptiometry with mammographic density among adult women in Hawaii. Cancer Epidemiol. 2011, 35: 188-193. 10.1016/j.canep.2010.06.009.CrossRefPubMed
39.
go back to reference Park Y-W, Heymsfield S, Gallagher D: Are dual-energy X-ray absorptiometry regional estimates associated with visceral adipose tissue?. Int J Obes. 2002, 26: 978-983.CrossRef Park Y-W, Heymsfield S, Gallagher D: Are dual-energy X-ray absorptiometry regional estimates associated with visceral adipose tissue?. Int J Obes. 2002, 26: 978-983.CrossRef
40.
go back to reference Foster G, Wyatt H, Hill J, Makris A, Rosenbaum D, Brill C, Stein R, Mohammed B, Miller B, Rader D, Zemel B, Wadden TA, Tenhave T, Newcomb CW, Klein S: Weight and metabolic outcomes after 2 years on a low-carbohydrate versus low-fat diet: a randomized trial. Ann Intern Med. 2010, 153: 147-157.CrossRefPubMedPubMedCentral Foster G, Wyatt H, Hill J, Makris A, Rosenbaum D, Brill C, Stein R, Mohammed B, Miller B, Rader D, Zemel B, Wadden TA, Tenhave T, Newcomb CW, Klein S: Weight and metabolic outcomes after 2 years on a low-carbohydrate versus low-fat diet: a randomized trial. Ann Intern Med. 2010, 153: 147-157.CrossRefPubMedPubMedCentral
41.
go back to reference Boyd NF, McGuire V, Fishell E, Kuriov V, Lockwood G, Tritchler D: Plasma lipids in premenopausal women with mammographic dysplasia. Br J Cancer. 1989, 59: 766-771. 10.1038/bjc.1989.160.CrossRefPubMedPubMedCentral Boyd NF, McGuire V, Fishell E, Kuriov V, Lockwood G, Tritchler D: Plasma lipids in premenopausal women with mammographic dysplasia. Br J Cancer. 1989, 59: 766-771. 10.1038/bjc.1989.160.CrossRefPubMedPubMedCentral
42.
go back to reference Tamburrini A, Woolcott C, Boyd N, Yaffe M, Terry T, Yasui Y, Jones C, Patten S, Courneya K, Friedenreich C: Associations between mammographic density and serum and dietary cholesterol. Breast Cancer Res Treat. 2011, 125: 181-189. 10.1007/s10549-010-0927-7.CrossRefPubMed Tamburrini A, Woolcott C, Boyd N, Yaffe M, Terry T, Yasui Y, Jones C, Patten S, Courneya K, Friedenreich C: Associations between mammographic density and serum and dietary cholesterol. Breast Cancer Res Treat. 2011, 125: 181-189. 10.1007/s10549-010-0927-7.CrossRefPubMed
43.
go back to reference Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults: Executive Summary of The Third Report of The National Cholesterol Education Program (NCEP) Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults (Adult Treatment Panel III). JAMA. 2001, 285: 2486-2497. 10.1001/jama.285.19.2486.CrossRef Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults: Executive Summary of The Third Report of The National Cholesterol Education Program (NCEP) Expert Panel on Detection, Evaluation, and Treatment of High Blood Cholesterol in Adults (Adult Treatment Panel III). JAMA. 2001, 285: 2486-2497. 10.1001/jama.285.19.2486.CrossRef
44.
go back to reference Rothman K: BMI-related errors in the measurement of obesity. Int J Obes. 2008, 32: S56-S59.CrossRef Rothman K: BMI-related errors in the measurement of obesity. Int J Obes. 2008, 32: S56-S59.CrossRef
45.
go back to reference Utz AL, Yamamoto A, Sluss P, Breu J, Miller KK: Androgens may mediate a relative preservation of IGF-I levels in overweight and obese women despite reduced growth hormone secretion. J Clin Endocrinol Metab. 2008, 93: 4033-4040. 10.1210/jc.2008-0930.CrossRefPubMedPubMedCentral Utz AL, Yamamoto A, Sluss P, Breu J, Miller KK: Androgens may mediate a relative preservation of IGF-I levels in overweight and obese women despite reduced growth hormone secretion. J Clin Endocrinol Metab. 2008, 93: 4033-4040. 10.1210/jc.2008-0930.CrossRefPubMedPubMedCentral
46.
go back to reference Rasmussen M: Obesity, growth hormone and weight loss. Mol Cell Endocrinol. 2010, 316: 147-153. 10.1016/j.mce.2009.08.017.CrossRefPubMed Rasmussen M: Obesity, growth hormone and weight loss. Mol Cell Endocrinol. 2010, 316: 147-153. 10.1016/j.mce.2009.08.017.CrossRefPubMed
47.
go back to reference Wolin K, Colangelo L, Chiu B, Ainsworth B, Chatterton R, Gapstur S: Associations of physical activity, sedentary time, and insulin with percent breast density in Hispanic women. J Women's Health (Larchmt). 2007, 16: 1004-1011. 10.1089/jwh.2006.0282.CrossRef Wolin K, Colangelo L, Chiu B, Ainsworth B, Chatterton R, Gapstur S: Associations of physical activity, sedentary time, and insulin with percent breast density in Hispanic women. J Women's Health (Larchmt). 2007, 16: 1004-1011. 10.1089/jwh.2006.0282.CrossRef
48.
go back to reference Diorio C, Pollack M, Byrne C, Masse B, Hebert-Croteau N, Yaffe M, Cote G, Berube S, Brisson J: Levels of c-peptide and mammographic breast density. Cancer Epidemiol Biomarkers Prev. 2005, 14: 2661-2664. 10.1158/1055-9965.EPI-05-0466.CrossRefPubMed Diorio C, Pollack M, Byrne C, Masse B, Hebert-Croteau N, Yaffe M, Cote G, Berube S, Brisson J: Levels of c-peptide and mammographic breast density. Cancer Epidemiol Biomarkers Prev. 2005, 14: 2661-2664. 10.1158/1055-9965.EPI-05-0466.CrossRefPubMed
49.
go back to reference Boyd NF, Stone J, Martin LJ, Jong R, Fishell E, Yaffe M, Hammond G, Minkin S: The association of breast mitogens with mammographic densities. Br J Cancer. 2002, 87: 876-882. 10.1038/sj.bjc.6600537.CrossRefPubMedPubMedCentral Boyd NF, Stone J, Martin LJ, Jong R, Fishell E, Yaffe M, Hammond G, Minkin S: The association of breast mitogens with mammographic densities. Br J Cancer. 2002, 87: 876-882. 10.1038/sj.bjc.6600537.CrossRefPubMedPubMedCentral
50.
go back to reference Diorio C, Pollak M, Byrne C, Masse B, Hebert-Croteau N, Yaffe M, Cote G, Berube S, Morin C, Brisson J: Insulin-like growth factor-1, IGF-binding protein-3, and mammographic breast density. Cancer Epidemiol Biomarkers Prev. 2005, 14: 1065-1073. 10.1158/1055-9965.EPI-04-0706.CrossRefPubMed Diorio C, Pollak M, Byrne C, Masse B, Hebert-Croteau N, Yaffe M, Cote G, Berube S, Morin C, Brisson J: Insulin-like growth factor-1, IGF-binding protein-3, and mammographic breast density. Cancer Epidemiol Biomarkers Prev. 2005, 14: 1065-1073. 10.1158/1055-9965.EPI-04-0706.CrossRefPubMed
51.
go back to reference Diorio C, Brisson J: Insulin-like growth factor-1 and mammographic breast density [letter]. Cancer Epidemiol Biomarkers Prev. 2005, 14: 3019-10.1158/1055-9965.EPI-05-0607.CrossRef Diorio C, Brisson J: Insulin-like growth factor-1 and mammographic breast density [letter]. Cancer Epidemiol Biomarkers Prev. 2005, 14: 3019-10.1158/1055-9965.EPI-05-0607.CrossRef
52.
go back to reference Brown LM, Clegg DJ: Central effects of estradiol in the regulation of food intake, body weight, and adiposity. J Steroid Biochem Mol Biol. 2010, 122: 65-73. 10.1016/j.jsbmb.2009.12.005.CrossRefPubMed Brown LM, Clegg DJ: Central effects of estradiol in the regulation of food intake, body weight, and adiposity. J Steroid Biochem Mol Biol. 2010, 122: 65-73. 10.1016/j.jsbmb.2009.12.005.CrossRefPubMed
53.
go back to reference Chan S, Su M, Lei F, Wu J, Lin M, Nalcioglu O, Feig S, Chen J: Menstrual cycle-related fluctuations in breast density measured by using three-dimensional MR imaging. Radiology. 2011, 261: 744-751. 10.1148/radiol.11110506.CrossRefPubMedPubMedCentral Chan S, Su M, Lei F, Wu J, Lin M, Nalcioglu O, Feig S, Chen J: Menstrual cycle-related fluctuations in breast density measured by using three-dimensional MR imaging. Radiology. 2011, 261: 744-751. 10.1148/radiol.11110506.CrossRefPubMedPubMedCentral
54.
go back to reference Graham S, Stanchev P, Lloyd-Smith J, Bronskill M, Plewes D: Changes in fibroglandular volume and water content of breast tissue during the menstrual cycle observed by MR imaging at 1.5 T. J Magn Reson Imaging. 1995, 5: 695-701. 10.1002/jmri.1880050613.CrossRefPubMed Graham S, Stanchev P, Lloyd-Smith J, Bronskill M, Plewes D: Changes in fibroglandular volume and water content of breast tissue during the menstrual cycle observed by MR imaging at 1.5 T. J Magn Reson Imaging. 1995, 5: 695-701. 10.1002/jmri.1880050613.CrossRefPubMed
55.
go back to reference Fowler P, Casey C, Cameron G, Foster M, Knight C: Cyclic changes in composition and volume of the breast during the menstrual cycle measured by magnetic resonance imaging. Br J Obstet Gynaecol. 1990, 97: 595-602. 10.1111/j.1471-0528.1990.tb02546.x.CrossRefPubMed Fowler P, Casey C, Cameron G, Foster M, Knight C: Cyclic changes in composition and volume of the breast during the menstrual cycle measured by magnetic resonance imaging. Br J Obstet Gynaecol. 1990, 97: 595-602. 10.1111/j.1471-0528.1990.tb02546.x.CrossRefPubMed
56.
go back to reference McCormack V, dos Santos Silva I, De Stavola B, Perry N, Vinnicombe S, Swerdlow A, Hardy R, Kuh D: Life-course body size and perimenopausal mammographic parenchymal patterns in the MRC 1946 British birth cohort. Br J Cancer. 2003, 89: 852-859. 10.1038/sj.bjc.6601207.CrossRefPubMedPubMedCentral McCormack V, dos Santos Silva I, De Stavola B, Perry N, Vinnicombe S, Swerdlow A, Hardy R, Kuh D: Life-course body size and perimenopausal mammographic parenchymal patterns in the MRC 1946 British birth cohort. Br J Cancer. 2003, 89: 852-859. 10.1038/sj.bjc.6601207.CrossRefPubMedPubMedCentral
57.
go back to reference Samimi G, Colditz G, Baer H, Tamimi R: Measures of energy balance and mammographic density in the Nurses' Health Study. Breast Cancer Res Treat. 2008, 109: 113-122. 10.1007/s10549-007-9631-7.CrossRefPubMed Samimi G, Colditz G, Baer H, Tamimi R: Measures of energy balance and mammographic density in the Nurses' Health Study. Breast Cancer Res Treat. 2008, 109: 113-122. 10.1007/s10549-007-9631-7.CrossRefPubMed
Metadata
Title
Height, adiposity and body fat distribution and breast density in young women
Authors
Joanne F Dorgan
Catherine Klifa
John A Shepherd
Brian L Egleston
Peter O Kwiterovich Jr
John H Himes
Kelley Pettee Gabriel
Linda Van Horn
Linda G Snetselaar
Victor J Stevens
Bruce A Barton
Alan M Robson
Norman L Lasser
Snehal Deshmukh
Nola M Hylton
Publication date
01-08-2012
Publisher
BioMed Central
Published in
Breast Cancer Research / Issue 4/2012
Electronic ISSN: 1465-542X
DOI
https://doi.org/10.1186/bcr3228

Other articles of this Issue 4/2012

Breast Cancer Research 4/2012 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