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 …

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] 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 …

Dictionary learning for integrative, multimodal and scalable single-cell analysis

Y Hao, T Stuart, MH Kowalski, S Choudhary… - Nature …, 2024 - nature.com
Mapping single-cell sequencing profiles to comprehensive reference datasets provides a
powerful alternative to unsupervised analysis. However, most reference datasets are …

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 …

K27M in canonical and noncanonical H3 variants occurs in distinct oligodendroglial cell lineages in brain midline gliomas

S Jessa, A Mohammadnia, AS Harutyunyan… - Nature …, 2022 - nature.com
Abstract Canonical (H3. 1/H3. 2) and noncanonical (H3. 3) histone 3 K27M-mutant gliomas
have unique spatiotemporal distributions, partner alterations and molecular profiles. The …

A fast, scalable and versatile tool for analysis of single-cell omics data

K Zhang, NR Zemke, EJ Armand, B Ren - Nature methods, 2024 - nature.com
Single-cell omics technologies have revolutionized the study of gene regulation in complex
tissues. A major computational challenge in analyzing these datasets is to project the large …

Untangling the web of intratumour heterogeneity

Z Li, M Seehawer, K Polyak - Nature cell biology, 2022 - nature.com
Intratumour heterogeneity (ITH) is a hallmark of cancer that drives tumour evolution and
disease progression. Technological and computational advances have enabled us to …

Spatially resolved epigenomic profiling of single cells in complex tissues

T Lu, CE Ang, X Zhuang - Cell, 2022 - cell.com
The recent development of spatial omics methods has enabled single-cell profiling of the
transcriptome and 3D genome organization with high spatial resolution. Expanding the …

Droplet-based single-cell joint profiling of histone modifications and transcriptomes

Y Xie, C Zhu, Z Wang, M Tastemel, L Chang… - Nature Structural & …, 2023 - nature.com
Abstract We previously reported Paired-Tag, a combinatorial indexing-based method that
can simultaneously map histone modifications and gene expression at single-cell resolution …