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 …

Artificial intelligence in histopathology: enhancing cancer research and clinical oncology

A Shmatko, N Ghaffari Laleh, M Gerstung, JN Kather - Nature cancer, 2022 - nature.com
Artificial intelligence (AI) methods have multiplied our capabilities to extract quantitative
information from digital histopathology images. AI is expected to reduce workload for human …

Liver tumour immune microenvironment subtypes and neutrophil heterogeneity

R Xue, Q Zhang, Q Cao, R Kong, X Xiang, H Liu… - Nature, 2022 - nature.com
The heterogeneity of the tumour immune microenvironment (TIME), organized by various
immune and stromal cells, is a major contributing factor of tumour metastasis, relapse and …

[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 …

Clinical relevance of tumour-associated macrophages

MJ Pittet, O Michielin, D Migliorini - Nature reviews Clinical oncology, 2022 - nature.com
In the past decade, substantial advances have been made in understanding the biology of
tumour-associated macrophages (TAMs), and their clinical relevance is emerging. A …

Comparison of methods and resources for cell-cell communication inference from single-cell RNA-Seq data

D Dimitrov, D Türei, M Garrido-Rodriguez… - Nature …, 2022 - nature.com
The growing availability of single-cell data, especially transcriptomics, has sparked an
increased interest in the inference of cell-cell communication. Many computational tools …

Macrophage diversity in cancer revisited in the era of single-cell omics

RY Ma, A Black, BZ Qian - Trends in immunology, 2022 - cell.com
Tumor-associated macrophages (TAMs) have multiple potent functions in cancer and, thus,
represent important therapeutic targets. These diverse functions highlight the heterogenous …

High resolution mapping of the tumor microenvironment using integrated single-cell, spatial and in situ analysis

A Janesick, R Shelansky, AD Gottscho… - Nature …, 2023 - nature.com
Single-cell and spatial technologies that profile gene expression across a whole tissue are
revolutionizing the resolution of molecular states in clinical samples. Current commercially …

The dawn of spatial omics

D Bressan, G Battistoni, GJ Hannon - Science, 2023 - science.org
Spatial omics has been widely heralded as the new frontier in life sciences. This term
encompasses a wide range of techniques that promise to transform many areas of biology …

Benchmarking spatial and single-cell transcriptomics integration methods for transcript distribution prediction and cell type deconvolution

B Li, W Zhang, C Guo, H Xu, L Li, M Fang, Y Hu… - Nature …, 2022 - nature.com
Spatial transcriptomics approaches have substantially advanced our capacity to detect the
spatial distribution of RNA transcripts in tissues, yet it remains challenging to characterize …