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Identifying and validating blood mRNA biomarkers for acute and chronic insufficient sleep in humans: a machine learning approach

Acute and chronic insufficient sleep are associated with adverse health outcomes and risk of accidents. There is therefore a need for biomarkers to monitor sleep debt status. None are currently available. We applied elastic net and ridge regression to transcriptome samples collected in 36 healthy yo...

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Detalhes bibliográficos
Publicado no:Sleep
Main Authors: Laing, Emma E, Möller-Levet, Carla S, Dijk, Derk-Jan, Archer, Simon N
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6335875/
https://ncbi.nlm.nih.gov/pubmed/30247731
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/sleep/zsy186
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