[HTML][HTML] 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 …

[HTML][HTML] An introduction to spatial transcriptomics for biomedical research

CG Williams, HJ Lee, T Asatsuma, R Vento-Tormo… - Genome Medicine, 2022 - Springer
Single-cell transcriptomics (scRNA-seq) has become essential for biomedical research over
the past decade, particularly in developmental biology, cancer, immunology, and …

[HTML][HTML] 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 …

[HTML][HTML] 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 …

[HTML][HTML] 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 …

The scverse project provides a computational ecosystem for single-cell omics data analysis

I Virshup, D Bredikhin, L Heumos, G Palla… - Nature …, 2023 - nature.com
Single-cell omics technologies have enabled the creation of comprehensive cell atlases
across tissues and species and delivered key insights into the biological mechanisms …

[HTML][HTML] Spatially resolved multiomics of human cardiac niches

K Kanemaru, J Cranley, D Muraro, AMA Miranda… - Nature, 2023 - nature.com
The function of a cell is defined by its intrinsic characteristics and its niche: the tissue
microenvironment in which it dwells. Here we combine single-cell and spatial …

SODB facilitates comprehensive exploration of spatial omics data

Z Yuan, W Pan, X Zhao, F Zhao, Z Xu, X Li, Y Zhao… - Nature …, 2023 - nature.com
Spatial omics technologies generate wealthy but highly complex datasets. Here we present
Spatial Omics DataBase (SODB), a web-based platform providing both rich data resources …

[HTML][HTML] An integrated single cell and spatial transcriptomic map of human white adipose tissue

L Massier, J Jalkanen, M Elmastas, J Zhong… - Nature …, 2023 - nature.com
To date, single-cell studies of human white adipose tissue (WAT) have been based on small
cohort sizes and no cellular consensus nomenclature exists. Herein, we performed a …

scDesign3 generates realistic in silico data for multimodal single-cell and spatial omics

D Song, Q Wang, G Yan, T Liu, T Sun, JJ Li - Nature Biotechnology, 2024 - nature.com
We present a statistical simulator, scDesign3, to generate realistic single-cell and spatial
omics data, including various cell states, experimental designs and feature modalities, by …