Applications of single-cell RNA sequencing in drug discovery and development

B Van de Sande, JS Lee, E Mutasa-Gottgens… - Nature Reviews Drug …, 2023 - nature.com
Single-cell technologies, particularly single-cell RNA sequencing (scRNA-seq) methods,
together with associated computational tools and the growing availability of public data …

Mapping the epigenetic modifications of DNA and RNA

LY Zhao, J Song, Y Liu, CX Song, C Yi - Protein & cell, 2020 - academic.oup.com
Over 17 and 160 types of chemical modifications have been identified in DNA and RNA,
respectively. The interest in understanding the various biological functions of DNA and RNA …

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 …

MOFA+: a statistical framework for comprehensive integration of multi-modal single-cell data

R Argelaguet, D Arnol, D Bredikhin, Y Deloro, B Velten… - Genome biology, 2020 - Springer
Technological advances have enabled the profiling of multiple molecular layers at single-
cell resolution, assaying cells from multiple samples or conditions. Consequently, there is a …

Multi-omics profiling of mouse gastrulation at single-cell resolution

R Argelaguet, SJ Clark, H Mohammed, LC Stapel… - Nature, 2019 - nature.com
Formation of the three primary germ layers during gastrulation is an essential step in the
establishment of the vertebrate body plan and is associated with major transcriptional …

High-throughput single-cell ChIP-seq identifies heterogeneity of chromatin states in breast cancer

K Grosselin, A Durand, J Marsolier, A Poitou… - Nature …, 2019 - nature.com
Modulation of chromatin structure via histone modification is a major epigenetic mechanism
and regulator of gene expression. However, the contribution of chromatin features to tumor …

scNMT-seq enables joint profiling of chromatin accessibility DNA methylation and transcription in single cells

SJ Clark, R Argelaguet, CA Kapourani… - Nature …, 2018 - nature.com
Parallel single-cell sequencing protocols represent powerful methods for investigating
regulatory relationships, including epigenome-transcriptome interactions. Here, we report a …

Mapping epigenetic modifications by sequencing technologies

X Chen, H Xu, X Shu, CX Song - Cell Death & Differentiation, 2023 - nature.com
The “epigenetics” concept was first described in 1942. Thus far, chemical modifications on
histones, DNA, and RNA have emerged as three important building blocks of epigenetic …

Ultrafast bisulfite sequencing detection of 5-methylcytosine in DNA and RNA

Q Dai, C Ye, I Irkliyenko, Y Wang, HL Sun, Y Gao… - Nature …, 2024 - nature.com
Bisulfite sequencing (BS-seq) to detect 5-methylcytosine (5mC) is limited by lengthy reaction
times, severe DNA damage, overestimation of 5mC level and incomplete C-to-U conversion …

Highly scalable generation of DNA methylation profiles in single cells

RM Mulqueen, D Pokholok, SJ Norberg… - Nature …, 2018 - nature.com
We present a highly scalable assay for whole-genome methylation profiling of single cells.
We use our approach, single-cell combinatorial indexing for methylation analysis (sci-MET) …