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 …

Epigenetic induction of smooth muscle cell phenotypic alterations in aortic aneurysms and dissections

A Chakraborty, Y Li, C Zhang, Y Li, KR Rebello, S Li… - Circulation, 2023 - Am Heart Assoc
BACKGROUND: Smooth muscle cell (SMC) phenotypic switching has been increasingly
detected in aortic aneurysm and dissection (AAD) tissues. However, the diverse SMC …

Neural cell diversity in the light of single-cell transcriptomics

SM Fernández-Moya, AJ Ganesh, M Plass - Transcription, 2023 - Taylor & Francis
The development of highly parallel and affordable high-throughput single-cell
transcriptomics technologies has revolutionized our understanding of brain complexity …

Adult Hippocampal Neurogenesis in the Human Brain: Updates, Challenges, and Perspectives

S Simard, N Matosin, N Mechawar - The Neuroscientist, 2024 - journals.sagepub.com
The existence of neurogenesis in the adult human hippocampus has been under
considerable debate within the past three decades due to the diverging conclusions …

SOXC are critical regulators of adult bone mass

M Angelozzi, A Karvande, V Lefebvre - Nature Communications, 2024 - nature.com
Pivotal in many ways for human health, the control of adult bone mass is governed by
complex, incompletely understood crosstalk namely between mesenchymal stem cells …

DeepVelo: deep learning extends RNA velocity to multi-lineage systems with cell-specific kinetics

H Cui, H Maan, MC Vladoiu, J Zhang, MD Taylor… - Genome Biology, 2024 - Springer
Existing RNA velocity estimation methods strongly rely on predefined dynamics and cell-
agnostic constant transcriptional kinetic rates, assumptions often violated in complex and …

CellRank 2: unified fate mapping in multiview single-cell data

P Weiler, M Lange, M Klein, D Pe'er, F Theis - Nature Methods, 2024 - nature.com
Single-cell RNA sequencing allows us to model cellular state dynamics and fate decisions
using expression similarity or RNA velocity to reconstruct state-change trajectories; however …

Improving the RNA velocity approach with single-cell RNA lifecycle (nascent, mature and degrading RNAs) sequencing technologies

C Zhang, Y Fang, W Chen, Z Chen… - Nucleic Acids …, 2023 - academic.oup.com
We presented an experimental method called FLOUR-seq, which combines BD Rhapsody
and nanopore sequencing to detect the RNA lifecycle (including nascent, mature, and …

Spatial transition tensor of single cells

P Zhou, F Bocci, T Li, Q Nie - Nature Methods, 2024 - nature.com
Spatial transcriptomics and messenger RNA splicing encode extensive spatiotemporal
information for cell states and transitions. The current lineage-inference methods either lack …

Model-based inference of RNA velocity modules improves cell fate prediction

A Aivazidis, F Memi, V Kleshchevnikov, B Clarke… - bioRxiv, 2023 - biorxiv.org
RNA velocity is a powerful paradigm that exploits the temporal information contained in
spliced and unspliced RNA counts to infer transcriptional dynamics. Existing velocity models …