Best practices for single-cell analysis across modalities

L Heumos, AC Schaar, C Lance, A Litinetskaya… - Nature Reviews …, 2023 - nature.com
Recent advances in single-cell technologies have enabled high-throughput molecular
profiling of cells across modalities and locations. Single-cell transcriptomics data can now …

Methods and applications for single-cell and spatial multi-omics

K Vandereyken, A Sifrim, B Thienpont… - Nature Reviews Genetics, 2023 - nature.com
The joint analysis of the genome, epigenome, transcriptome, proteome and/or metabolome
from single cells is transforming our understanding of cell biology in health and disease. In …

scGPT: toward building a foundation model for single-cell multi-omics using generative AI

H Cui, C Wang, H Maan, K Pang, F Luo, N Duan… - Nature …, 2024 - nature.com
Generative pretrained models have achieved remarkable success in various domains such
as language and computer vision. Specifically, the combination of large-scale diverse …

Predicting transcriptional outcomes of novel multigene perturbations with GEARS

Y Roohani, K Huang, J Leskovec - Nature Biotechnology, 2024 - nature.com
Understanding cellular responses to genetic perturbation is central to numerous biomedical
applications, from identifying genetic interactions involved in cancer to develo** methods …

Mitochondrial signal transduction

M Picard, OS Shirihai - Cell Metabolism, 2022 - cell.com
The analogy of mitochondria as powerhouses has expired. Mitochondria are living, dynamic,
maternally inherited, energy-transforming, biosynthetic, and signaling organelles that …

[HTML][HTML] What is a cell type and how to define it?

H Zeng - Cell, 2022 - cell.com
Cell types are the basic functional units of an organism. Cell types exhibit diverse
phenotypic properties at multiple levels, making them challenging to define, categorize, and …

Impact of the Human Cell Atlas on medicine

JE Rood, A Maartens, A Hupalowska, SA Teichmann… - Nature medicine, 2022 - nature.com
Single-cell atlases promise to provide a 'missing link'between genes, diseases and
therapies. By identifying the specific cell types, states, programs and contexts where disease …

Diverse clonal fates emerge upon drug treatment of homogeneous cancer cells

Y Goyal, GT Busch, M Pillai, J Li, RH Boe, EI Grody… - Nature, 2023 - nature.com
Even among genetically identical cancer cells, resistance to therapy frequently emerges
from a small subset of those cells,,,,,–. Molecular differences in rare individual cells in the …

Discovery of target genes and pathways at GWAS loci by pooled single-cell CRISPR screens

JA Morris, C Caragine, Z Daniloski, J Domingo, T Barry… - Science, 2023 - science.org
Most variants associated with complex traits and diseases identified by genome-wide
association studies (GWAS) map to noncoding regions of the genome with unknown effects …

Toward a foundation model of causal cell and tissue biology with a Perturbation Cell and Tissue Atlas

JE Rood, A Hupalowska, A Regev - Cell, 2024 - cell.com
Comprehensively charting the biologically causal circuits that govern the phenotypic space
of human cells has often been viewed as an insurmountable challenge. However, in the last …