Skip to main content
Top
Published in: Breast Cancer Research 4/2008

Open Access 01-08-2008 | Research article

Visually assessed breast density, breast cancer risk and the importance of the craniocaudal view

Authors: Stephen W Duffy, Iris D Nagtegaal, Susan M Astley, Maureen GC Gillan, Magnus A McGee, Caroline RM Boggis, Mary Wilson, Ursula M Beetles, Miriam A Griffiths, Anil K Jain, Jill Johnson, Rita Roberts, Heather Deans, Karen A Duncan, Geeta Iyengar, Pam M Griffiths, Jane Warwick, Jack Cuzick, Fiona J Gilbert

Published in: Breast Cancer Research | Issue 4/2008

Login to get access

Abstract

Introduction

Mammographic density is known to be a strong risk factor for breast cancer. A particularly strong association with risk has been observed when density is measured using interactive threshold software. This, however, is a labour-intensive process for large-scale studies.

Methods

Our aim was to determine the performance of visually assessed percent breast density as an indicator of breast cancer risk. We compared the effect on risk of density as measured with the mediolateral oblique view only versus that estimated as the average density from the mediolateral oblique view and the craniocaudal view. Density was assessed using a visual analogue scale in 10,048 screening mammograms, including 311 breast cancer cases diagnosed at that screening episode or within the following 6 years.

Results

Where only the mediolateral oblique view was available, there was a modest effect of breast density on risk with an odds ratio for the 76% to 100% density relative to 0% to 25% of 1.51 (95% confidence interval 0.71 to 3.18). When two views were available, there was a considerably stronger association, with the corresponding odds ratio being 6.77 (95% confidence interval 2.75 to 16.67).

Conclusion

This indicates that a substantial amount of information on risk from percentage breast density is contained in the second view. It also suggests that visually assessed breast density has predictive potential for breast cancer risk comparable to that of density measured using the interactive threshold software when two views are available. This observation needs to be confirmed by studies applying the different measurement methods to the same individuals.
Literature
1.
go back to reference Boyd NF, Guo H, Martin LJ, Sun L, Stone J, Fishell E, Jong RA, Hislop G, Chiarelli A, Minkin S, Yaffe MJ: Mammographic density and the risk and detection of breast cancer. N Engl J Med. 2007, 356: 227-236. 10.1056/NEJMoa062790.CrossRefPubMed Boyd NF, Guo H, Martin LJ, Sun L, Stone J, Fishell E, Jong RA, Hislop G, Chiarelli A, Minkin S, Yaffe MJ: Mammographic density and the risk and detection of breast cancer. N Engl J Med. 2007, 356: 227-236. 10.1056/NEJMoa062790.CrossRefPubMed
2.
go back to reference Boyd NF, Greenberg C, Lockwood G, Little L, Martin L, Byng J, Yaffe M, Tritchler D: Effects at two years of a low-fat, high-carbohydrate diet on radiologic features of the breast: results from a randomized trial. Canadian Diet and Breast Cancer Prevention Study Group. J Natl Cancer Inst. 1997, 89: 488-496. 10.1093/jnci/89.7.488.CrossRefPubMed Boyd NF, Greenberg C, Lockwood G, Little L, Martin L, Byng J, Yaffe M, Tritchler D: Effects at two years of a low-fat, high-carbohydrate diet on radiologic features of the breast: results from a randomized trial. Canadian Diet and Breast Cancer Prevention Study Group. J Natl Cancer Inst. 1997, 89: 488-496. 10.1093/jnci/89.7.488.CrossRefPubMed
3.
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
4.
go back to reference Atkinson C, Warren R, Bingham SA, Day NE: Mammographic patterns as a predictive biomarker of breast cancer risk: effect of tamoxifen. Cancer Epidemiol Biomarkers Prev. 1999, 8: 863-866.PubMed Atkinson C, Warren R, Bingham SA, Day NE: Mammographic patterns as a predictive biomarker of breast cancer risk: effect of tamoxifen. Cancer Epidemiol Biomarkers Prev. 1999, 8: 863-866.PubMed
5.
go back to reference Cuzick J, Warwick J, Pinney E, Warren RM, Duffy SW: Tamoxifen and breast density in women at increased risk of breast cancer. J Natl Cancer Inst. 2004, 96: 621-628.CrossRefPubMed Cuzick J, Warwick J, Pinney E, Warren RM, Duffy SW: Tamoxifen and breast density in women at increased risk of breast cancer. J Natl Cancer Inst. 2004, 96: 621-628.CrossRefPubMed
6.
go back to reference Smith JH, Astley SM, Graham J, Hufton A: The calibration of grey levels in mammograms. Proceedings of the 3rd International Workshop on Digital Mammography. Edited by: Doi K, Giger ML, Nishikawa RM, Schmidt RA. 1996, New York, NY: Elsevier, 195-200. Smith JH, Astley SM, Graham J, Hufton A: The calibration of grey levels in mammograms. Proceedings of the 3rd International Workshop on Digital Mammography. Edited by: Doi K, Giger ML, Nishikawa RM, Schmidt RA. 1996, New York, NY: Elsevier, 195-200.
7.
go back to reference Pawluczyk O, Augustine BJ, Yaffe MJ, Rico D, Yang J, Mawdsley GE, Boyd NF: A volumetric method for estimation of breast density on digitized film screen mammograms. Med Phys. 2003, 30: 352-364. 10.1118/1.1539038.CrossRefPubMed Pawluczyk O, Augustine BJ, Yaffe MJ, Rico D, Yang J, Mawdsley GE, Boyd NF: A volumetric method for estimation of breast density on digitized film screen mammograms. Med Phys. 2003, 30: 352-364. 10.1118/1.1539038.CrossRefPubMed
8.
go back to reference Highnam R, Pan X, Warren R, Jeffreys M, Davey Smith G, Brady M: Breast composition measurements using retrospective standard mammographic form (SMF). Phys Med Biol. 2006, 51: 2695-2713. 10.1088/0031-9155/51/11/001.CrossRefPubMed Highnam R, Pan X, Warren R, Jeffreys M, Davey Smith G, Brady M: Breast composition measurements using retrospective standard mammographic form (SMF). Phys Med Biol. 2006, 51: 2695-2713. 10.1088/0031-9155/51/11/001.CrossRefPubMed
9.
go back to reference Maskarinec G, Pagano I, Chen Z, Nagata C, Gram IT: Ethnic and geographical differences in mammographic density and their association with breast cancer incidence. Breast Cancer Res Treatment. 2007, 104: 47-56. 10.1007/s10549-006-9387-5.CrossRef Maskarinec G, Pagano I, Chen Z, Nagata C, Gram IT: Ethnic and geographical differences in mammographic density and their association with breast cancer incidence. Breast Cancer Res Treatment. 2007, 104: 47-56. 10.1007/s10549-006-9387-5.CrossRef
10.
go back to reference Gilbert FJ, Astley SM, McGee MA, Gillan MG, Boggis CR, Griffiths PM, Duffy SW: Single reading with computer-aided detection and double reading of screening mammograms in the United Kingdom National Breast Screening Program. Radiology. 2006, 241: 47-53. 10.1148/radiol.2411051092.CrossRefPubMed Gilbert FJ, Astley SM, McGee MA, Gillan MG, Boggis CR, Griffiths PM, Duffy SW: Single reading with computer-aided detection and double reading of screening mammograms in the United Kingdom National Breast Screening Program. Radiology. 2006, 241: 47-53. 10.1148/radiol.2411051092.CrossRefPubMed
11.
go back to reference Garvican L, Field S: A pilot evaluation of the R2 image checker system and users' response in the detection of interval breast cancers on previous screening films. Clin Radiol. 2001, 56: 833-837. 10.1053/crad.2001.0776.CrossRefPubMed Garvican L, Field S: A pilot evaluation of the R2 image checker system and users' response in the detection of interval breast cancers on previous screening films. Clin Radiol. 2001, 56: 833-837. 10.1053/crad.2001.0776.CrossRefPubMed
12.
go back to reference Breslow NE, Day NE: Statistical Methods in Cancer Research. the Analysis of Case-control Studies. 1980, Lyon, France: IARC, 1: Breslow NE, Day NE: Statistical Methods in Cancer Research. the Analysis of Case-control Studies. 1980, Lyon, France: IARC, 1:
13.
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 between 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 between 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
14.
go back to reference Kato I, Beinart C, Bleich A, Su S, Kim M, Toniolo PG: A nested case-control study of mammographic patterns, breast volume and breast cancer (New York City, NY, United States). Cancer Causes Control. 1995, 6: 431-438. 10.1007/BF00052183.CrossRefPubMed Kato I, Beinart C, Bleich A, Su S, Kim M, Toniolo PG: A nested case-control study of mammographic patterns, breast volume and breast cancer (New York City, NY, United States). Cancer Causes Control. 1995, 6: 431-438. 10.1007/BF00052183.CrossRefPubMed
15.
go back to reference Vachon CM, Brandt KR, Ghosh K, Scott CG, Maloney SD, Carston MJ, Pankratz VS, Sellers TA: Mammographic breast density as a general marker of breast cancer risk. Cancer Epidemiol Biomarkers Prev. 2007, 16: 43-49. 10.1158/1055-9965.EPI-06-0738.CrossRefPubMed Vachon CM, Brandt KR, Ghosh K, Scott CG, Maloney SD, Carston MJ, Pankratz VS, Sellers TA: Mammographic breast density as a general marker of breast cancer risk. Cancer Epidemiol Biomarkers Prev. 2007, 16: 43-49. 10.1158/1055-9965.EPI-06-0738.CrossRefPubMed
16.
go back to reference Ursin G, Ma H, Wu AH, Bernstein L, Salane M, Parisky YR, Astrahan M, Siozon CC, Pike MC: Mammographic density and breast cancer in three ethnic groups. Cancer Epidemiol Biomarkers Prev. 2003, 12: 332-338.PubMed Ursin G, Ma H, Wu AH, Bernstein L, Salane M, Parisky YR, Astrahan M, Siozon CC, Pike MC: Mammographic density and breast cancer in three ethnic groups. Cancer Epidemiol Biomarkers Prev. 2003, 12: 332-338.PubMed
17.
go back to reference Maskarinec G, Pagano I, Lurie G, Wilkens LR, Kolonel LN: Mammographic density and breast cancer risk: the multiethnic cohort study. Am J Epidemiol. 2005, 162: 743-752. 10.1093/aje/kwi270.CrossRefPubMed Maskarinec G, Pagano I, Lurie G, Wilkens LR, Kolonel LN: Mammographic density and breast cancer risk: the multiethnic cohort study. Am J Epidemiol. 2005, 162: 743-752. 10.1093/aje/kwi270.CrossRefPubMed
18.
go back to reference Byrne C, Schairer C, Wolfe J, Parekh N, Salane M, Brinton LA, Hoover R, Haile R: Mammographic features and breast cancer risk: effects with time, age, and menopausal status. J Natl Cancer Inst. 1995, 87: 1622-1629. 10.1093/jnci/87.21.1622.CrossRefPubMed Byrne C, Schairer C, Wolfe J, Parekh N, Salane M, Brinton LA, Hoover R, Haile R: Mammographic features and breast cancer risk: effects with time, age, and menopausal status. J Natl Cancer Inst. 1995, 87: 1622-1629. 10.1093/jnci/87.21.1622.CrossRefPubMed
19.
go back to reference Torres-Mejia G, De Stavola B, Allen DS, Perez-Gavilan JJ, Ferreira JM, Fentiman IS, Dos Santos Silva I: 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: 1052-1059. 10.1158/1055-9965.EPI-04-0717.CrossRefPubMed Torres-Mejia G, De Stavola B, Allen DS, Perez-Gavilan JJ, Ferreira JM, Fentiman IS, Dos Santos Silva I: 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: 1052-1059. 10.1158/1055-9965.EPI-04-0717.CrossRefPubMed
20.
go back to reference Patel HG, Astley SM, Hufton AP, Harvie M, Hagan K, Marchant TE, Hillier V, Howell A, Warren R, Boggis CRM: Automated breast tissue measurement of women at increased risk of breast cancer. Digital Mammography. Edited by: Astley SM, Brady JM, Rose C, Zwiggelaar R. 2006, New York, NY: Springer-Verlag, 131-6.CrossRef Patel HG, Astley SM, Hufton AP, Harvie M, Hagan K, Marchant TE, Hillier V, Howell A, Warren R, Boggis CRM: Automated breast tissue measurement of women at increased risk of breast cancer. Digital Mammography. Edited by: Astley SM, Brady JM, Rose C, Zwiggelaar R. 2006, New York, NY: Springer-Verlag, 131-6.CrossRef
Metadata
Title
Visually assessed breast density, breast cancer risk and the importance of the craniocaudal view
Authors
Stephen W Duffy
Iris D Nagtegaal
Susan M Astley
Maureen GC Gillan
Magnus A McGee
Caroline RM Boggis
Mary Wilson
Ursula M Beetles
Miriam A Griffiths
Anil K Jain
Jill Johnson
Rita Roberts
Heather Deans
Karen A Duncan
Geeta Iyengar
Pam M Griffiths
Jane Warwick
Jack Cuzick
Fiona J Gilbert
Publication date
01-08-2008
Publisher
BioMed Central
Published in
Breast Cancer Research / Issue 4/2008
Electronic ISSN: 1465-542X
DOI
https://doi.org/10.1186/bcr2123

Other articles of this Issue 4/2008

Breast Cancer Research 4/2008 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