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 …

Genome-wide association studies

E Uffelmann, QQ Huang, NS Munung… - Nature Reviews …, 2021 - nature.com
Genome-wide association studies (GWAS) test hundreds of thousands of genetic variants
across many genomes to find those statistically associated with a specific trait or disease …

CRISPR technology: A decade of genome editing is only the beginning

JY Wang, JA Doudna - Science, 2023 - science.org
The advent of clustered regularly interspaced short palindromic repeat (CRISPR) genome
editing, coupled with advances in computing and imaging capabilities, has initiated a new …

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] High-content CRISPR screening

C Bock, P Datlinger, F Chardon, MA Coelho… - Nature Reviews …, 2022 - nature.com
CRISPR screens are a powerful source of biological discovery, enabling the unbiased
interrogation of gene function in a wide range of applications and species. In pooled …

[HTML][HTML] Comprehensive integration of single-cell data

T Stuart, A Butler, P Hoffman, C Hafemeister… - cell, 2019 - cell.com
Single-cell transcriptomics has transformed our ability to characterize cell states, but deep
biological understanding requires more than a taxonomic listing of clusters. As new methods …

SCANPY: large-scale single-cell gene expression data analysis

FA Wolf, P Angerer, FJ Theis - Genome biology, 2018 - Springer
Scanpy is a scalable toolkit for analyzing single-cell gene expression data. It includes
methods for preprocessing, visualization, clustering, pseudotime and trajectory inference …

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 …

CRISPR in cancer biology and therapy

A Katti, BJ Diaz, CM Caragine, NE Sanjana… - Nature Reviews …, 2022 - nature.com
Over the past decade, CRISPR has become as much a verb as it is an acronym,
transforming biomedical research and providing entirely new approaches for dissecting all …