RNA sequencing: new technologies and applications in cancer research

M Hong, S Tao, L Zhang, LT Diao, X Huang… - Journal of hematology & …, 2020 - Springer
Over the past few decades, RNA sequencing has significantly progressed, becoming a
paramount approach for transcriptome profiling. The revolution from bulk RNA sequencing …

Temporal modelling using single-cell transcriptomics

J Ding, N Sharon, Z Bar-Joseph - Nature Reviews Genetics, 2022 - nature.com
Methods for profiling genes at the single-cell level have revolutionized our ability to study
several biological processes and systems including development, differentiation, response …

CellRank for directed single-cell fate mapping

M Lange, V Bergen, M Klein, M Setty, B Reuter… - Nature …, 2022 - nature.com
Computational trajectory inference enables the reconstruction of cell state dynamics from
single-cell RNA sequencing experiments. However, trajectory inference requires that the …

Understanding tumour endothelial cell heterogeneity and function from single-cell omics

Q Zeng, M Mousa, AS Nadukkandy, L Franssens… - Nature Reviews …, 2023 - nature.com
Anti-angiogenic therapies (AATs) are used to treat different types of cancers. However, their
success is limited owing to insufficient efficacy and resistance. Recently, single-cell omics …

Joint single-cell measurements of nuclear proteins and RNA in vivo

H Chung, CN Parkhurst, EM Magee, D Phillips… - Nature …, 2021 - nature.com
Identifying gene-regulatory targets of nuclear proteins in tissues is a challenge. Here we
describe intranuclear cellular indexing of transcriptomes and epitopes (inCITE-seq), a …

Time-resolved single-cell RNA-seq using metabolic RNA labelling

F Erhard, AE Saliba, A Lusser, C Toussaint… - Nature Reviews …, 2022 - nature.com
Single-cell RNA genomics technologies are revolutionizing biomedical science by profiling
single cells with unprecedented resolution, providing fundamental insights into the role of …

Joint single-cell profiling resolves 5mC and 5hmC and reveals their distinct gene regulatory effects

EB Fabyanic, P Hu, Q Qiu, KN Berríos… - Nature …, 2024 - nature.com
Abstract Oxidative modification of 5-methylcytosine (5mC) by ten-eleven translocation (TET)
DNA dioxygenases generates 5-hydroxymethylcytosine (5hmC), the most abundant form of …

PhyloVelo enhances transcriptomic velocity field mapping using monotonically expressed genes

K Wang, L Hou, X Wang, X Zhai, Z Lu, Z Zi… - Nature …, 2024 - nature.com
Single-cell RNA sequencing (scRNA-seq) is a powerful approach for studying cellular
differentiation, but accurately tracking cell fate transitions can be challenging, especially in …

Reconstructing growth and dynamic trajectories from single-cell transcriptomics data

Y Sha, Y Qiu, P Zhou, Q Nie - Nature Machine Intelligence, 2024 - nature.com
Time-series single-cell RNA sequencing (scRNA-seq) datasets provide unprecedented
opportunities to learn dynamic processes of cellular systems. Due to the destructive nature …

UniTVelo: temporally unified RNA velocity reinforces single-cell trajectory inference

M Gao, C Qiao, Y Huang - Nature Communications, 2022 - nature.com
The recent breakthrough of single-cell RNA velocity methods brings attractive promises to
reveal directed trajectory on cell differentiation, states transition and response to …