Neoadjuvant immune checkpoint blockade: a window of opportunity to advance cancer immunotherapy

SL Topalian, PM Forde, LA Emens, M Yarchoan… - Cancer cell, 2023 - cell.com
Among new treatment approaches for patients with cancer, few have accelerated as quickly
as neoadjuvant immune checkpoint blockade (ICB). Neoadjuvant cancer therapy is …

Pathogenesis of triple-negative breast cancer

F Derakhshan, JS Reis-Filho - Annual Review of Pathology …, 2022 - annualreviews.org
Triple-negative breast cancer (TNBC) encompasses a heterogeneous group of
fundamentally different diseases with different histologic, genomic, and immunologic …

Federated learning for predicting histological response to neoadjuvant chemotherapy in triple-negative breast cancer

J Ogier du Terrail, A Leopold, C Joly, C Béguier… - Nature medicine, 2023 - nature.com
Triple-negative breast cancer (TNBC) is a rare cancer, characterized by high metastatic
potential and poor prognosis, and has limited treatment options. The current standard of …

Multi-omic machine learning predictor of breast cancer therapy response

SJ Sammut, M Crispin-Ortuzar, SF Chin, E Provenzano… - Nature, 2022 - nature.com
Breast cancers are complex ecosystems of malignant cells and the tumour
microenvironment. The composition of these tumour ecosystems and interactions within …

Single-cell analyses reveal key immune cell subsets associated with response to PD-L1 blockade in triple-negative breast cancer

Y Zhang, H Chen, H Mo, X Hu, R Gao, Y Zhao, B Liu… - Cancer cell, 2021 - cell.com
In triple-negative breast cancer (TNBC), the benefit of combining chemotherapy with
checkpoint inhibitors is still not very clear. We utilize single-cell RNA-and ATAC-sequencing …

Deep learning in histopathology: the path to the clinic

J Van der Laak, G Litjens, F Ciompi - Nature medicine, 2021 - nature.com
Abstract Machine learning techniques have great potential to improve medical diagnostics,
offering ways to improve accuracy, reproducibility and speed, and to ease workloads for …

Spatial biology of cancer evolution

Z Seferbekova, A Lomakin, LR Yates… - Nature Reviews …, 2023 - nature.com
The natural history of cancers can be understood through the lens of evolution given that the
driving forces of cancer development are mutation and selection of fitter clones. Cancer …

A single-cell map of intratumoral changes during anti-PD1 treatment of patients with breast cancer

A Bassez, H Vos, L Van Dyck, G Floris, I Arijs… - Nature medicine, 2021 - nature.com
Immune-checkpoint blockade (ICB) combined with neoadjuvant chemotherapy improves
pathological complete response in breast cancer. To understand why only a subset of …

Clinical and molecular characteristics of HER2-low-positive breast cancer: pooled analysis of individual patient data from four prospective, neoadjuvant clinical trials

C Denkert, F Seither, A Schneeweiss, T Link… - The Lancet …, 2021 - thelancet.com
Background The development of anti-HER2 antibody–drug conjugates opens new
therapeutic options for patients with breast cancer, including patients with low expression of …

Spatial predictors of immunotherapy response in triple-negative breast cancer

XQ Wang, E Danenberg, CS Huang, D Egle, M Callari… - Nature, 2023 - nature.com
Immune checkpoint blockade (ICB) benefits some patients with triple-negative breast
cancer, but what distinguishes responders from non-responders is unclear. Because ICB …