[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] 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] 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 …

Single-cell chromatin state analysis with Signac

T Stuart, A Srivastava, S Madad, CA Lareau, R Satija - Nature methods, 2021 - nature.com
The recent development of experimental methods for measuring chromatin state at single-
cell resolution has created a need for computational tools capable of analyzing these …

[HTML][HTML] Spatial epigenome–transcriptome co-profiling of mammalian tissues

D Zhang, Y Deng, P Kukanja, E Agirre, M Bartosovic… - Nature, 2023 - nature.com
Emerging spatial technologies, including spatial transcriptomics and spatial epigenomics,
are becoming powerful tools for profiling of cellular states in the tissue context,,,–. However …

Characterizing cis-regulatory elements using single-cell epigenomics

S Preissl, KJ Gaulton, B Ren - Nature Reviews Genetics, 2023 - nature.com
Cell type-specific gene expression patterns and dynamics during development or in disease
are controlled by cis-regulatory elements (CREs), such as promoters and enhancers …

[HTML][HTML] Immune ageing at single-cell resolution

DA Mogilenko, I Shchukina, MN Artyomov - Nature Reviews …, 2022 - nature.com
Ageing leads to profound alterations in the immune system and increases susceptibility to
some chronic, infectious and autoimmune diseases. In recent years, widespread application …

Scalable, multimodal profiling of chromatin accessibility, gene expression and protein levels in single cells

EP Mimitou, CA Lareau, KY Chen… - Nature …, 2021 - nature.com
Recent technological advances have enabled massively parallel chromatin profiling with
scATAC-seq (single-cell assay for transposase accessible chromatin by sequencing). Here …

Fibrosis: from mechanisms to medicines

NC Henderson, F Rieder, TA Wynn - Nature, 2020 - nature.com
Fibrosis can affect any organ and is responsible for up to 45% of all deaths in the
industrialized world. It has long been thought to be relentlessly progressive and irreversible …

[PDF][PDF] Integrated analysis of multimodal single-cell data

Y Hao, S Hao, E Andersen-Nissen, WM Mauck… - Cell, 2021 - cell.com
The simultaneous measurement of multiple modalities represents an exciting frontier for
single-cell genomics and necessitates computational methods that can define cellular states …