Machine learning of human plasma lipidomes for obesity estimation in a large population cohort.

Obesity is associated with changes in the plasma lipids. Although simple lipid quantification is routinely used, plasma lipids are rarely investigated at the level of individual molecules. We aimed at predicting different measures of obesity based on the plasma lipidome in a large population cohort...

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Bibliographic Details
Main Authors: Mathias J Gerl, Christian Klose, Michal A Surma, Celine Fernandez, Olle Melander, Satu Männistö, Katja Borodulin, Aki S Havulinna, Veikko Salomaa, Elina Ikonen, Carlo V Cannistraci, Kai Simons
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2019-10-01
Series:PLoS Biology
Online Access:https://doi.org/10.1371/journal.pbio.3000443