[HTML][HTML] The technological landscape and applications of single-cell multi-omics

A Baysoy, Z Bai, R Satija, R Fan - Nature Reviews Molecular Cell …, 2023 - nature.com
Single-cell multi-omics technologies and methods characterize cell states and activities by
simultaneously integrating various single-modality omics methods that profile the …

[HTML][HTML] Artificial intelligence for multimodal data integration in oncology

J Lipkova, RJ Chen, B Chen, MY Lu, M Barbieri… - Cancer cell, 2022 - cell.com
In oncology, the patient state is characterized by a whole spectrum of modalities, ranging
from radiology, histology, and genomics to electronic health records. Current artificial …

Deciphering breast cancer: from biology to the clinic

E Nolan, GJ Lindeman, JE Visvader - Cell, 2023 - cell.com
Breast cancer remains a leading cause of cancer-related mortality in women, reflecting
profound disease heterogeneity, metastasis, and therapeutic resistance. Over the last …

[HTML][HTML] Ferroptosis heterogeneity in triple-negative breast cancer reveals an innovative immunotherapy combination strategy

F Yang, Y Xiao, JH Ding, X Jin, D Ma, DQ Li, JX Shi… - Cell metabolism, 2023 - cell.com
Treatment of triple-negative breast cancer (TNBC) remains challenging. Deciphering the
orchestration of metabolic pathways in regulating ferroptosis will provide new insights into …

Early detection of cancer

D Crosby, S Bhatia, KM Brindle, LM Coussens, C Dive… - Science, 2022 - science.org
Survival improves when cancer is detected early. However,~ 50% of cancers are at an
advanced stage when diagnosed. Early detection of cancer or precancerous change allows …

[HTML][HTML] Triple negative breast cancer: Pitfalls and progress

P Zagami, LA Carey - NPJ breast cancer, 2022 - nature.com
Triple negative breast cancer (TNBC) is characterized by the lack of estrogen and
progesterone receptor expression and lacks HER2 overexpression or gene amplification. It …

[HTML][HTML] Tissue-resident FOLR2+ macrophages associate with CD8+ T cell infiltration in human breast cancer

RN Ramos, Y Missolo-Koussou, Y Gerber-Ferder… - Cell, 2022 - cell.com
Macrophage infiltration is a hallmark of solid cancers, and overall macrophage infiltration
correlates with lower patient survival and resistance to therapy. Tumor-associated …

A single-cell and spatially resolved atlas of human breast cancers

SZ Wu, G Al-Eryani, DL Roden, S Junankar, K Harvey… - Nature …, 2021 - nature.com
Breast cancers are complex cellular ecosystems where heterotypic interactions play central
roles in disease progression and response to therapy. However, our knowledge of their …

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 …

[HTML][HTML] 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 …