Using deep convolutional neural networks to identify and classify tumor-associated stroma in diagnostic breast biopsies

B Ehteshami Bejnordi, M Mullooly, RM Pfeiffer… - Modern …, 2018 - nature.com
The breast stromal microenvironment is a pivotal factor in breast cancer development,
growth and metastases. Although pathologists often detect morphologic changes in stroma …

Mammographic density and ageing: a collaborative pooled analysis of cross-sectional data from 22 countries worldwide

A Burton, G Maskarinec, B Perez-Gomez… - PLoS …, 2017 - journals.plos.org
Background Mammographic density (MD) is one of the strongest breast cancer risk factors.
Its age-related characteristics have been studied in women in western countries, but …

Breast cancer and microcalcifications: an osteoimmunological disorder?

A Clemenceau, L Michou, C Diorio… - International journal of …, 2020 - mdpi.com
The presence of microcalcifications in the breast microenvironment, combined with the
growing evidences of the possible presence of osteoblast-like or osteoclast-like cells in the …

Mammary collagen architecture and its association with mammographic density and lesion severity among women undergoing image-guided breast biopsy

C Bodelon, M Mullooly, RM Pfeiffer, S Fan… - Breast Cancer …, 2021 - Springer
Background Elevated mammographic breast density is a strong breast cancer risk factor with
poorly understood etiology. Increased deposition of collagen, one of the main fibrous …

Role of secreted frizzled-related protein 1 in early mammary gland tumorigenesis and its regulation in breast microenvironment

A Clemenceau, C Diorio, F Durocher - Cells, 2020 - mdpi.com
In mice, the lack of secreted frizzled-related protein 1 (SFRP1) is responsible for
mammogenesis and hyperplasia, while, in bovines, its overexpression is associated with …

Standardized measures of lobular involution and subsequent breast cancer risk among women with benign breast disease: a nested case–control study

JD Figueroa, RM Pfeiffer, LA Brinton… - Breast cancer research …, 2016 - Springer
Lesser degrees of terminal duct-lobular unit (TDLU) involution predict higher breast cancer
risk; however, standardized measures to quantitate levels of TDLU involution have only …

Host, reproductive, and lifestyle factors in relation to quantitative histologic metrics of the normal breast

M Abubakar, A Klein, S Fan, S Lawrence… - Breast Cancer …, 2023 - Springer
Background Emerging data indicate that variations in quantitative epithelial and stromal
tissue composition and their relative abundance in benign breast biopsies independently …

Outdoor air pollution and terminal duct lobular involution of the normal breast

NM Niehoff, AP Keil, RR Jones, S Fan… - Breast Cancer …, 2020 - Springer
Background Exposure to certain outdoor air pollutants may be associated with a higher risk
of breast cancer, though potential underlying mechanisms are poorly understood. We …

Association of mammographic density measures and breast cancer “intrinsic” molecular subtypes

G Kleinstern, CG Scott, RM Tamimi, MR Jensen… - Breast cancer research …, 2021 - Springer
Purpose We evaluated the association of percent mammographic density (PMD), absolute
dense area (DA), and non-dense area (NDA) with risk of “intrinsic” molecular breast cancer …

Association between mammographic breast density and histologic features of benign breast disease

K Ghosh, RA Vierkant, RD Frank, S Winham… - Breast Cancer …, 2017 - Springer
Background Over 40% of women undergoing breast screening have mammographically
dense breasts. Elevated mammographic breast density (MBD) is an established breast …