Assessing breast tissue density by transillumination breast spectroscopy (TIBS): an intermediate indicator of cancer risk

被引:29
作者
Blackmore, K. M.
Knight, J. A.
Jong, R.
Lilge, L.
机构
[1] Ontario Canc Inst, Univ Hlth Network, Toronto, ON M5G 2M9, Canada
[2] Mt Sinai Hosp, Samuel Lunenfeld Res Inst, Toronto, ON M5G 1X5, Canada
[3] Sunnybrook & Womens Coll Hlth Sci Ctr, Toronto, ON M4N 3M5, Canada
[4] Univ Toronto, Dept Med Biophys, Toronto, ON M5G 2M9, Canada
关键词
D O I
10.1259/bjr/26858614
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 [临床医学]; 100207 [影像医学与核医学]; 1009 [特种医学];
摘要
Risk assessment by parenchymal density pattern, a strong physical indicator of future breast cancer risk, is available with the onset of mammographic screening programmes. However, due to the use of ionizing radiation, mammography is not recommended for use in younger women, thereby rendering risk assessment unattainable at an earlier age. Visible and near infrared light was used on 292 women with radiologically normal mammograms to determine whether transillumination breast spectroscopy (TIBS) can identify women with a high parenchymal density pattern as an intermediate indicator of breast cancer risk. Principal component analysis (PCA) was used to reduce the spectral data and generate density scores for each woman. To assess the accuracy of TIBS, logistic regression was used to calculate crude and adjusted odds ratios (OR) and 95% confidence intervals (CI) for each score. Receiver operator characteristic (ROC) curves and area under the curve (AUC) were also calculated for the crude and adjusted logistic models. Optical information relating to tissue chromophores, such as water, lipid and haemoglobin content, was sufficient to identify women with high parenchymal density. The resulting AUC for the final and most parsimonious multivariate logistic model was 0.922 (95% CI 0.878-0.967). TIBS provides information correlating to high parenchymal density and is a promising tool for risk assessment, particularly for younger women.
引用
收藏
页码:545 / 556
页数:12
相关论文
共 59 条
[1]
Mammographic density is related to stroma and stromal proteoglycan expression [J].
Alowami, S ;
Troup, S ;
Al-Haddad, S ;
Kirkpatrick, I ;
Watson, PH .
BREAST CANCER RESEARCH, 2003, 5 (05) :R129-R135
[2]
PARENCHYMAL PATTERNS OF THE BREAST DEFINED BY REAL-TIME ULTRASOUND [J].
BLEND, R ;
RIDEOUT, DF ;
KAIZER, L ;
SHANNON, P ;
TUDORROBERTS, B ;
BOYD, NF .
EUROPEAN JOURNAL OF CANCER PREVENTION, 1995, 4 (04) :293-298
[3]
Classification of breast tissue density by optical transillumination spectroscopy: Optical and physiological effects governing predictive value [J].
Blyschak, K ;
Simick, M ;
Jong, R ;
Lilge, L .
MEDICAL PHYSICS, 2004, 31 (06) :1398-1414
[4]
Boyd NF, 1998, CANCER EPIDEM BIOMAR, V7, P1133
[5]
Effects at two years of a low-fat, high-carbohydrate diet on radiologic features of the breast: Results from a randomized trial [J].
Boyd, NF ;
Greenberg, C ;
Lockwood, G ;
Little, L ;
Martin, L ;
Byng, J ;
Yaffe, M ;
Tritchler, D .
JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 1997, 89 (07) :488-496
[6]
QUANTITATIVE CLASSIFICATION OF MAMMOGRAPHIC DENSITIES AND BREAST-CANCER RISK - RESULTS FROM THE CANADIAN NATIONAL BREAST SCREENING STUDY [J].
BOYD, NF ;
BYNG, JW ;
JONG, RA ;
FISHELL, EK ;
LITTLE, LE ;
MILLER, AB ;
LOCKWOOD, GA ;
TRITCHLER, DL ;
YAFFE, MJ .
JOURNAL OF THE NATIONAL CANCER INSTITUTE, 1995, 87 (09) :670-675
[7]
BOYD NF, 2001, BIOMARKERS CANC PREV
[8]
BOYD NF, 1985, BRIT J CANCER, V122, P94
[9]
MAMMOGRAPHIC FEATURES OF THE BREAST AND BREAST-CANCER RISK [J].
BRISSON, J ;
MERLETTI, F ;
SADOWSKY, NL ;
TWADDLE, JA ;
MORRISON, AS ;
COLE, P .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 1982, 115 (03) :428-437
[10]
Sources of absorption and scattering contrast for near-infrared optical mammography [J].
Cerussi, AE ;
Berger, AJ ;
Bevilacqua, F ;
Shah, N ;
Jakubowski, D ;
Butler, J ;
Holcombe, RF ;
Tromberg, BJ .
ACADEMIC RADIOLOGY, 2001, 8 (03) :211-218