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Cancer Epidemiology, Biomarkers & Prevention
Cancer Epidemiology, Biomarkers & Prevention
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Comparison of Mammographic Density Assessed as Volumes and Areas among Women Undergoing Diagnostic Image-Guided Breast Biopsy

Gretchen L. Gierach, Berta M. Geller, John A. Shepherd, Deesha A. Patel, Pamela M. Vacek, Donald L. Weaver, Rachael E. Chicoine, Ruth M. Pfeiffer, Bo Fan, Amir Pasha Mahmoudzadeh, Jeff Wang, Jason M. Johnson, Sally D. Herschorn, Louise A. Brinton and Mark E. Sherman
Gretchen L. Gierach
1Hormonal and Reproductive Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, NIH, Bethesda, Maryland.
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  • For correspondence: gierachg@mail.nih.gov
Berta M. Geller
2University of Vermont, Burlington, Vermont.
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John A. Shepherd
3University of California, San Francisco, San Francisco, California.
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Deesha A. Patel
1Hormonal and Reproductive Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, NIH, Bethesda, Maryland.
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Pamela M. Vacek
2University of Vermont, Burlington, Vermont.
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Donald L. Weaver
2University of Vermont, Burlington, Vermont.
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Rachael E. Chicoine
2University of Vermont, Burlington, Vermont.
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Ruth M. Pfeiffer
4Biostatistics Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, NIH, Bethesda, Maryland.
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Bo Fan
3University of California, San Francisco, San Francisco, California.
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Amir Pasha Mahmoudzadeh
3University of California, San Francisco, San Francisco, California.
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Jeff Wang
3University of California, San Francisco, San Francisco, California.
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Jason M. Johnson
2University of Vermont, Burlington, Vermont.
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Sally D. Herschorn
2University of Vermont, Burlington, Vermont.
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Louise A. Brinton
1Hormonal and Reproductive Epidemiology Branch, Division of Cancer Epidemiology and Genetics, National Cancer Institute, NIH, Bethesda, Maryland.
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Mark E. Sherman
5Breast and Gynecologic Cancer Research Group, Division of Cancer Prevention, National Cancer Institute, NIH, Bethesda, Maryland.
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DOI: 10.1158/1055-9965.EPI-14-0257 Published November 2014
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Abstract

Background: Mammographic density (MD), the area of non–fatty-appearing tissue divided by total breast area, is a strong breast cancer risk factor. Most MD analyses have used visual categorizations or computer-assisted quantification, which ignore breast thickness. We explored MD volume and area, using a volumetric approach previously validated as predictive of breast cancer risk, in relation to risk factors among women undergoing breast biopsy.

Methods: Among 413 primarily white women, ages 40 to 65 years, undergoing diagnostic breast biopsies between 2007 and 2010 at an academic facility in Vermont, MD volume (cm3) was quantified in craniocaudal views of the breast contralateral to the biopsy target using a density phantom, whereas MD area (cm2) was measured on the same digital mammograms using thresholding software. Risk factor associations with continuous MD measurements were evaluated using linear regression.

Results: Percent MD volume and area were correlated (r = 0.81) and strongly and inversely associated with age, body mass index (BMI), and menopause. Both measures were inversely associated with smoking and positively associated with breast biopsy history. Absolute MD measures were correlated (r = 0.46) and inversely related to age and menopause. Whereas absolute dense area was inversely associated with BMI, absolute dense volume was positively associated.

Conclusions: Volume and area MD measures exhibit some overlap in risk factor associations, but divergence as well, particularly for BMI.

Impact: Findings suggest that volume and area density measures differ in subsets of women; notably, among obese women, absolute density was higher with volumetric methods, suggesting that breast cancer risk assessments may vary for these techniques. Cancer Epidemiol Biomarkers Prev; 23(11); 2338–48. ©2014 AACR.

Footnotes

  • Note: Supplementary data for this article are available at Cancer Epidemiology, Biomarkers & Prevention Online (http://cebp.aacrjournals.org/).

  • Received March 11, 2014.
  • Revision received August 1, 2014.
  • Accepted August 6, 2014.
  • ©2014 American Association for Cancer Research.
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Cancer Epidemiology Biomarkers & Prevention: 23 (11)
November 2014
Volume 23, Issue 11
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Comparison of Mammographic Density Assessed as Volumes and Areas among Women Undergoing Diagnostic Image-Guided Breast Biopsy
Gretchen L. Gierach, Berta M. Geller, John A. Shepherd, Deesha A. Patel, Pamela M. Vacek, Donald L. Weaver, Rachael E. Chicoine, Ruth M. Pfeiffer, Bo Fan, Amir Pasha Mahmoudzadeh, Jeff Wang, Jason M. Johnson, Sally D. Herschorn, Louise A. Brinton and Mark E. Sherman
Cancer Epidemiol Biomarkers Prev November 1 2014 (23) (11) 2338-2348; DOI: 10.1158/1055-9965.EPI-14-0257

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Comparison of Mammographic Density Assessed as Volumes and Areas among Women Undergoing Diagnostic Image-Guided Breast Biopsy
Gretchen L. Gierach, Berta M. Geller, John A. Shepherd, Deesha A. Patel, Pamela M. Vacek, Donald L. Weaver, Rachael E. Chicoine, Ruth M. Pfeiffer, Bo Fan, Amir Pasha Mahmoudzadeh, Jeff Wang, Jason M. Johnson, Sally D. Herschorn, Louise A. Brinton and Mark E. Sherman
Cancer Epidemiol Biomarkers Prev November 1 2014 (23) (11) 2338-2348; DOI: 10.1158/1055-9965.EPI-14-0257
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