Back to search

Article

Causal modeling of gene effects from regulators to programs to traits: integration of genetic associations and Perturb-seq

2025-01-24

Abstract excerpt

<h4> Abstract </h4> Genetic association studies provide a unique tool for identifying causal links from genes to human traits and diseases. However, it is challenging to determine the biological mechanisms underlying most associations, and we lack genome-scale approaches for inferring causal mechanistic pathways from genes to cellular functions to traits. Here we propose new approaches to bridge this gap by comb...

Topics

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

Identifiers and source

Literature Corpus work
7f8916c2-5b9d-50ed-96a5-40c62b001d60
DOI
10.1101/2025.01.22.634424
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.
Causal modeling of gene effects from regulators to programs to traits: integration of genetic associations and Perturb-seqDOI 10.1101/2025.01.22.634424
Select a neighboring publication to make it the new centre.