Back to search

Article

CATD: A reproducible pipeline for selecting cell-type deconvolution methods across tissues

2023-01-20

Abstract excerpt

Cell-type deconvolution methods aim to infer cell composition from bulk transcriptomic data. The proliferation of developed methods, coupled with inconsistent results obtained in many cases, highlights the pressing need for guidance in the selection of appropriate methods. Additionally, the growing accessibility of single-cell RNA sequencing datasets, often accompanied by bulk expression from related samples, enab...

Topics

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

Identifiers and source

Literature Corpus work
7b45b845-ff89-5c08-bfa8-95f1349f1a50
DOI
10.1101/2023.01.19.523443
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.
CATD: A reproducible pipeline for selecting cell-type deconvolution methods across tissuesDOI 10.1101/2023.01.19.523443
Select a neighboring publication to make it the new centre.