BACKGROUND: Mammographic density is one of the strongest risk factors for breast cancer. It is commonly measured by an interactive threshold method that does not fully use information contained in a mammogram. An alternative fully automated standard mammogram form (SMF) method measures density using a volumetric approach. METHODS: We examined between-breast and between-view agreement, reliability, and associations of breast cancer risk factors with the threshold and SMF measures of breast density on the same set of 1,000 digitized films from 250 women who attended routine breast cancer screening by two-view mammography in 2004 at a London population-based screening center. Data were analyzed using random-effects models on transformed percent density. RESULTS: Median (interquartile range) percent densities were 12.8% (5.0-22.3) and 21.8% (18.4-26.6) in the threshold and SMF methods, respectively. There was no evidence of systematic differences between left-right breasts or between views in either method. Reliability of a single measurement was lower in the SMF than in the threshold method (0.77 versus 0.92 for craniocaudal and 0.68 versus 0.89 for mediolateral oblique views). Increasing body mass index and parity were associated with reduced density in both methods; however, an increase in density with hormone replacement therapy use was found only with the threshold method. CONCLUSION: Established properties of mammographic density were observed for SMF percent density; however, this method had poorer left-right reliability than the threshold method and has yet to be shown to be a predictor of breast cancer risk.
BACKGROUND: Mammographic density is one of the strongest risk factors for breast cancer. It is commonly measured by an interactive threshold method that does not fully use information contained in a mammogram. An alternative fully automated standard mammogram form (SMF) method measures density using a volumetric approach. METHODS: We examined between-breast and between-view agreement, reliability, and associations of breast cancer risk factors with the threshold and SMF measures of breast density on the same set of 1,000 digitized films from 250 women who attended routine breast cancer screening by two-view mammography in 2004 at a London population-based screening center. Data were analyzed using random-effects models on transformed percent density. RESULTS: Median (interquartile range) percent densities were 12.8% (5.0-22.3) and 21.8% (18.4-26.6) in the threshold and SMF methods, respectively. There was no evidence of systematic differences between left-right breasts or between views in either method. Reliability of a single measurement was lower in the SMF than in the threshold method (0.77 versus 0.92 for craniocaudal and 0.68 versus 0.89 for mediolateral oblique views). Increasing body mass index and parity were associated with reduced density in both methods; however, an increase in density with hormone replacement therapy use was found only with the threshold method. CONCLUSION: Established properties of mammographic density were observed for SMF percent density; however, this method had poorer left-right reliability than the threshold method and has yet to be shown to be a predictor of breast cancer risk.
Authors: Olga Pawluczyk; Bindu J Augustine; Martin J Yaffe; Dan Rico; Jiwei Yang; Gordon E Mawdsley; Norman F Boyd Journal: Med Phys Date: 2003-03 Impact factor: 4.071
Authors: Norman F Boyd; Lisa J Martin; Limei Sun; Helen Guo; Anna Chiarelli; Greg Hislop; Martin Yaffe; Salomon Minkin Journal: Cancer Epidemiol Biomarkers Prev Date: 2006-11 Impact factor: 4.254
Authors: Norman F Boyd; Johanna M Rommens; Kelly Vogt; Vivian Lee; John L Hopper; Martin J Yaffe; Andrew D Paterson Journal: Lancet Oncol Date: 2005-10 Impact factor: 41.316
Authors: N F Boyd; J W Byng; R A Jong; E K Fishell; L E Little; A B Miller; G A Lockwood; D L Tritchler; M J Yaffe Journal: J Natl Cancer Inst Date: 1995-05-03 Impact factor: 13.506
Authors: C Byrne; C Schairer; J Wolfe; N Parekh; M Salane; L A Brinton; R Hoover; R Haile Journal: J Natl Cancer Inst Date: 1995-11-01 Impact factor: 13.506
Authors: Celine M Vachon; Hironobu Sasano; Karthik Ghosh; Kathleen R Brandt; David A Watson; Carol Reynolds; Wilma L Lingle; Paul E Goss; Rong Li; Sarah E Aiyar; Christopher G Scott; V Shane Pankratz; Richard J Santen; James N Ingle Journal: Breast Cancer Res Treat Date: 2010-06-05 Impact factor: 4.872
Authors: Valerie A McCormack; Anya Burton; Isabel dos-Santos-Silva; John H Hipwell; Caroline Dickens; Dorria Salem; Rasha Kamal; Mikael Hartman; Charmaine Pei Ling Lee; Kee-Seng Chia; Vahit Ozmen; Mustafa Erkin Aribal; Anath Arzee Flugelman; Martín Lajous; Ruy Lopez-Riduara; Megan Rice; Isabelle Romieu; Giske Ursin; Samera Qureshi; Huiyan Ma; Eunjung Lee; Carla H van Gils; Johanna O P Wanders; Sudhir Vinayak; Rose Ndumia; Steve Allen; Sarah Vinnicombe; Sue Moss; Jong Won Lee; Jisun Kim; Ana Pereira; Maria Luisa Garmendia; Reza Sirous; Mehri Sirous; Beata Peplonska; Agnieszka Bukowska; Rulla M Tamimi; Kimberly Bertrand; Chisato Nagata; Ava Kwong; Celine Vachon; Christopher Scott; Beatriz Perez-Gomez; Marina Pollan; Gertraud Maskarinec; Graham Giles; John Hopper; Jennifer Stone; Nadia Rajaram; Soo-Hwang Teo; Shivaani Mariapun; Martin J Yaffe; Joachim Schüz; Anna M Chiarelli; Linda Linton; Norman F Boyd Journal: Cancer Epidemiol Date: 2015-12-24 Impact factor: 2.984
Authors: Toni J Lewis; William D Dupont; Kathleen M Egan; Corey D Jones; Anthony C Disher; William R Riddle; Alecia Malin Fair Journal: J Health Care Poor Underserved Date: 2010-02
Authors: Zoe Aitken; Valerie A McCormack; Ralph P Highnam; Lisa Martin; Anoma Gunasekara; Olga Melnichouk; Gord Mawdsley; Chris Peressotti; Martin Yaffe; Norman F Boyd; Isabel dos Santos Silva Journal: Cancer Epidemiol Biomarkers Prev Date: 2010-02 Impact factor: 4.254
Authors: Alecia Malin Fair; Toni J Lewis; Maureen Sanderson; William D Dupont; Sarah Fletcher; Kathleen M Egan; Anthony C Disher Journal: Nutr Res Date: 2015-07-31 Impact factor: 3.315
Authors: Gretchen L Gierach; Deesha A Patel; Roni T Falk; Ruth M Pfeiffer; Berta M Geller; Pamela M Vacek; Donald L Weaver; Rachael E Chicoine; John A Shepherd; Amir Pasha Mahmoudzadeh; Jeff Wang; Bo Fan; Sally D Herschorn; Xia Xu; Timothy Veenstra; Barbara Fuhrman; Mark E Sherman; Louise A Brinton Journal: Horm Cancer Date: 2015-03-11 Impact factor: 3.869
Authors: Catherine Klifa; Julio Carballido-Gamio; Lisa Wilmes; Anne Laprie; John Shepherd; Jessica Gibbs; Bo Fan; Susan Noworolski; Nola Hylton Journal: Magn Reson Imaging Date: 2009-07-23 Impact factor: 2.546