Back to search

Article

Revealing multi-scale population structure in large cohorts

2018-09-23

Abstract excerpt

Genetic structure in large cohorts results from technical, sampling and demographic variation. Visualisation is therefore a first step in most genomic analyses. However, existing data exploration methods struggle with unbalanced sampling and the many scales of population structure. We investigate an approach to dimension reduction of genomic data that combines principal components analysis (PCA) with uniform manif...

Topics

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

Identifiers and source

Literature Corpus work
f90809ec-4399-5f64-8377-f61b2b375d9d
DOI
10.1101/423632
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.
Revealing multi-scale population structure in large cohortsDOI 10.1101/423632
Select a neighboring publication to make it the new centre.