Back to search

Article

Prediction of Lung Function in Adolescence Using Epigenetic Aging: A Machine Learning Approach

2020-09-08

Abstract excerpt

Epigenetic aging has been found associated with a number of phenotypes and diseases. Few studies investigated its effect on lung function in relatively older people. However, this effect has not been explored in younger population. This study examines whether lung function at adolescent can be predicted with epigenetic age accelerations (AAs) using machine learning techniques. DNA methylation based AAs were estima...

Topics

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

Identifiers and source

Literature Corpus work
c883b5a2-5f4d-5b46-8f48-36d7e190fd86
DOI
10.20944/preprints202009.0168.v1
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.
Prediction of Lung Function in Adolescence Using Epigenetic Aging: A Machine Learning ApproachDOI 10.20944/preprints202009.0168.v1
Select a neighboring publication to make it the new centre.