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 …

Robust map** of spatiotemporal trajectories and cell–cell interactions in healthy and diseased tissues

D Pham, X Tan, B Balderson, J Xu, LF Grice… - Nature …, 2023 - nature.com
Spatial transcriptomics (ST) technologies generate multiple data types from biological
samples, namely gene expression, physical distance between data points, and/or tissue …

Spatial profiling technologies illuminate the tumor microenvironment

O Elhanani, R Ben-Uri, L Keren - Cancer cell, 2023 - cell.com
The tumor microenvironment (TME) is composed of many different cellular and acellular
components that together drive tumor growth, invasion, metastasis, and response to …

The expanding vistas of spatial transcriptomics

L Tian, F Chen, EZ Macosko - Nature Biotechnology, 2023 - nature.com
The formation and maintenance of tissue integrity requires complex, coordinated activities
by thousands of genes and their encoded products. Until recently, transcript levels could …

SCENIC+: single-cell multiomic inference of enhancers and gene regulatory networks

C Bravo González-Blas, S De Winter, G Hulselmans… - Nature …, 2023 - nature.com
Joint profiling of chromatin accessibility and gene expression in individual cells provides an
opportunity to decipher enhancer-driven gene regulatory networks (GRNs). Here we present …

Spatially informed clustering, integration, and deconvolution of spatial transcriptomics with GraphST

Y Long, KS Ang, M Li, KLK Chong, R Sethi… - Nature …, 2023 - nature.com
Spatial transcriptomics technologies generate gene expression profiles with spatial context,
requiring spatially informed analysis tools for three key tasks, spatial clustering, multisample …

Slide-tags enables single-nucleus barcoding for multimodal spatial genomics

AJC Russell, JA Weir, NM Nadaf, M Shabet, V Kumar… - Nature, 2024 - nature.com
Recent technological innovations have enabled the high-throughput quantification of gene
expression and epigenetic regulation within individual cells, transforming our understanding …

A comprehensive benchmarking with practical guidelines for cellular deconvolution of spatial transcriptomics

H Li, J Zhou, Z Li, S Chen, X Liao, B Zhang… - Nature …, 2023 - nature.com
Spatial transcriptomics technologies are used to profile transcriptomes while preserving
spatial information, which enables high-resolution characterization of transcriptional patterns …

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 …