Back to search

Article

Gene-level alignment of single cell trajectories

2023-03-10

Abstract excerpt

Single-cell data analysis can infer dynamic changes in cell populations, for example across time, space or in response to perturbation. To compare these dynamics between two conditions, trajectory alignment via dynamic programming (DP) optimization is frequently used, but is limited by assumptions such as a definite existence of a match. Here we describe Genes2Genes , a Bayesian information-theoretic DP framework...

Topics

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

Identifiers and source

Literature Corpus work
d512664f-77e9-5390-aa47-8db90cf937c4
DOI
10.1101/2023.03.08.531713
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.
Gene-level alignment of single cell trajectoriesDOI 10.1101/2023.03.08.531713
Select a neighboring publication to make it the new centre.