Back to search

Article

Cell cycle gene regulation dynamics revealed by RNA velocity and deep-learning

2021-03-19

Abstract excerpt

The cell cycle is a fundamental process of life, however, a quantitative understanding of gene regulation dynamics in the context of the cell cycle is still far from complete. Single-cell RNA-sequencing (scRNA-seq) technology gives access to its dynamics without externally perturbing the cell. Here, we build a high-resolution map of the cell cycle transcriptome based on scRNA-seq and deep-learning. By generating s...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
e68f3b5b-ec4a-57f6-bafe-2b85870341e1
DOI
10.1101/2021.03.17.435887
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Cell cycle gene regulation dynamics revealed by RNA velocity and deep-learningDOI 10.1101/2021.03.17.435887
Select a neighboring publication to make it the new centre.