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...

Descripción completa

Detalles Bibliográficos
Autores principales: Laing, Emma E, Möller-Levet, Carla S, Dijk, Derk-Jan, Archer, Simon N
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2018
Materias:
Sleep, Health and Disease
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6335875/
https://www.ncbi.nlm.nih.gov/pubmed/30247731
http://dx.doi.org/10.1093/sleep/zsy186

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6335875/
https://www.ncbi.nlm.nih.gov/pubmed/30247731
http://dx.doi.org/10.1093/sleep/zsy186

Ejemplares similares