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 …

Gene regulatory network inference in the era of single-cell multi-omics

P Badia-i-Mompel, L Wessels, S Müller-Dott… - Nature Reviews …, 2023 - nature.com
The interplay between chromatin, transcription factors and genes generates complex
regulatory circuits that can be represented as gene regulatory networks (GRNs). The study …

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 …

[HTML][HTML] Spatial multiomics map of trophoblast development in early pregnancy

A Arutyunyan, K Roberts, K Troulé, FCK Wong… - Nature, 2023 - nature.com
The relationship between the human placenta—the extraembryonic organ made by the
fetus, and the decidua—the mucosal layer of the uterus, is essential to nurture and protect …

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 …

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 …

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 …

An atlas of healthy and injured cell states and niches in the human kidney

BB Lake, R Menon, S Winfree, Q Hu, R Melo Ferreira… - Nature, 2023 - nature.com
Understanding kidney disease relies on defining the complexity of cell types and states, their
associated molecular profiles and interactions within tissue neighbourhoods. Here we …

A Python library for probabilistic analysis of single-cell omics data

A Gayoso, R Lopez, G **ng, P Boyeau… - Nature …, 2022 - nature.com
To the Editor—Methods for analyzing single-cell data 1–4 perform a core set of
computational tasks. These tasks include dimensionality reduction, cell clustering, cell-state …

Proper acquisition of cell class identity in organoids allows definition of fate specification programs of the human cerebral cortex

A Uzquiano, AJ Kedaigle, M Pigoni, B Paulsen… - Cell, 2022 - cell.com
Realizing the full utility of brain organoids to study human development requires
understanding whether organoids precisely replicate endogenous cellular and molecular …