[HTML][HTML] Clinical use of biomarkers in breast cancer: Updated guidelines from the European Group on Tumor Markers (EGTM)

MJ Duffy, N Harbeck, M Nap, R Molina… - European journal of …, 2017 - Elsevier
Biomarkers play an essential role in the management of patients with invasive breast
cancer. For selecting patients likely to respond to endocrine therapy, both oestrogen …

Systemic therapy for estrogen receptor–positive, HER2-negative breast cancer

HJ Burstein - New England Journal of Medicine, 2020 - Mass Medical Soc
Estrogen Receptor–Positive Breast Cancer ER-positive, HER2-negative breast cancer,
which accounts for about 70% of all breast cancers, is heterogeneous. Antiestrogen therapy …

DeepSurv: personalized treatment recommender system using a Cox proportional hazards deep neural network

JL Katzman, U Shaham, A Cloninger, J Bates… - BMC medical research …, 2018 - Springer
Background Medical practitioners use survival models to explore and understand the
relationships between patients' covariates (eg clinical and genetic features) and the …

[HTML][HTML] Characterization of male breast cancer: results of the EORTC 10085/TBCRC/BIG/NABCG International Male Breast Cancer Program

F Cardoso, JMS Bartlett, L Slaets, CHM Van Deurzen… - Annals of …, 2018 - Elsevier
Background Male breast cancer (BC) is rare, managed by extrapolation from female BC. The
International Male BC Program aims to better characterize and manage this disease. We …

[HTML][HTML] Breast cancer molecular stratification: from intrinsic subtypes to integrative clusters

HG Russnes, OC Lingjærde, AL Børresen-Dale… - The American journal of …, 2017 - Elsevier
Breast carcinomas can be stratified into different entities based on clinical behavior,
histologic features, and/or by biological properties. A classification of breast cancer should …

[HTML][HTML] HER2-low breast cancers: incidence, HER2 staining patterns, clinicopathologic features, MammaPrint and BluePrint genomic profiles

H Zhang, H Katerji, BM Turner, W Audeh, DG Hicks - Modern Pathology, 2022 - Elsevier
Recently, clinical trials have demonstrated promising efficacy for novel HER2-targeted
therapies in HER2-low breast cancers, raising the prospect of including a HER2-low …

AI in pathology: what could possibly go wrong?

K Nakagawa, L Moukheiber, LA Celi, M Patel… - Seminars in Diagnostic …, 2023 - Elsevier
The field of medicine is undergoing rapid digital transformation. Pathologists are now
striving to digitize their data, workflows, and interpretations, assisted by the enabling …

Clinical utility of gene-expression signatures in early stage breast cancer

M Kwa, A Makris, FJ Esteva - Nature reviews Clinical oncology, 2017 - nature.com
Breast cancer is a heterogeneous disease, with different subtypes having a distinct
biological, molecular, and clinical course. Assessments of standard clinical and pathological …

A perspective on the development and lack of interchangeability of the breast cancer intrinsic subtypes

F Schettini, F Brasó-Maristany, NM Kuderer, A Prat - NPJ Breast Cancer, 2022 - nature.com
Breast cancer intrinsic subtypes (IS) are biologically distinct entities, characterized by
specific natural gene expression patterns 1, 2. The most widely accepted IS are the Luminal …

An update on breast cancer multigene prognostic tests—emergent clinical biomarkers

AF Vieira, F Schmitt - Frontiers in medicine, 2018 - frontiersin.org
Multigene signatures generate crucial prognostic information particularly useful for cancer
patients where clinical parameters and traditional immunohistochemical markers alone lead …