Automated volumetric breast density measures: differential change between breasts in women with and without breast cancer

Given that breast cancer and normal dense fibroglandular tissue have similar radiographic attenuation, we examine whether automated volumetric density measures identify a differential change between breasts in women with cancer and compare to healthy controls. Eligible cases (n = 1160) had unilatera...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Breast cancer research : BCR 2019-10, Vol.21 (1), p.118-118, Article 118
Hauptverfasser: Brandt, Kathleen R, Scott, Christopher G, Miglioretti, Diana L, Jensen, Matthew R, Mahmoudzadeh, Amir P, Hruska, Carrie, Ma, Lin, Wu, Fang Fang, Cummings, Steven R, Norman, Aaron D, Engmann, Natalie J, Shepherd, John A, Winham, Stacey J, Kerlikowske, Karla, Vachon, Celine M
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:Given that breast cancer and normal dense fibroglandular tissue have similar radiographic attenuation, we examine whether automated volumetric density measures identify a differential change between breasts in women with cancer and compare to healthy controls. Eligible cases (n = 1160) had unilateral invasive breast cancer and bilateral full-field digital mammograms (FFDMs) at two time points: within 2 months and 1-5 years before diagnosis. Controls (n = 2360) were matched to cases on age and date of FFDMs. Dense volume (DV) and volumetric percent density (VPD) for each breast were assessed using Volpara™. Differences in DV and VPD between mammograms (median 3 years apart) were calculated per breast separately for cases and controls and their difference evaluated by using the Wilcoxon signed-rank test. To simulate clinical practice where cancer laterality is unknown, we examined whether the absolute difference between breasts can discriminate cases from controls using area under the ROC curve (AUC) analysis, adjusting for age, BMI, and time. Among cases, the VPD and DV between mammograms of the cancerous breast decreased to a lesser degree (- 0.26% and - 2.10 cm ) than the normal breast (- 0.39% and - 2.74 cm ) for a difference of 0.13% (p value
ISSN:1465-542X
1465-5411
1465-542X
DOI:10.1186/s13058-019-1198-9