Abstract

The ageing process is associated with sleep and circadian rhythm (SCR) frailty, as well as greater sensitivity to chronodisruption. This is essentially due to reduced day/night contrast, decreased sensitivity to light, napping and a more sedentary lifestyle. Thus, the aim of this study is to develop an algorithm to identify a SCR phenotype as belonging to young or aged subjects. To do this, 44 young and 44 aged subjects were recruited, and their distal skin temperature (DST), activity, body position, light, environmental temperature and the integrated variable TAP rhythms were recorded under free-living conditions for five consecutive workdays. Each variable yielded an individual decision tree to differentiate between young and elderly subjects (DST, activity, position, light, environmental temperature and TAP), with agreement rates of between 76.1% (light) and 92% (TAP). These decision trees were combined into a unique decision tree that reached an agreement rate of 95.3% (4 errors out of 88, all of them around the cut-off point). Age-related SCR changes were very significant, thus allowing to discriminate accurately between young and aged people when implemented in decision trees. This is useful to identify chronodisrupted populations that could benefit from chronoenhancement strategies.

Details

Title
Circadian monitoring as an aging predictor
Author
Martinez-Nicolas, A 1   VIAFID ORCID Logo  ; Madrid, J A 1 ; García, F J 2 ; Campos, M 3   VIAFID ORCID Logo  ; Moreno-Casbas, M T 4 ; Almaida-Pagán, P F 1 ; Lucas-Sánchez, A 1 ; Rol, M A 1 

 Chronobiology Lab, Department of Physiology, College of Biology, University of Murcia, Mare Nostrum Campus, IUIE, IMIB-Arrixaca, Murcia, Spain; Ciber Fragilidad y Envejecimiento Saludable (CIBERFES), Madrid, Spain 
 Ciber Fragilidad y Envejecimiento Saludable (CIBERFES), Madrid, Spain; Geriatrics Section, Hospital Virgen del Valle, Toledo, Spain 
 Department of Computer Science and Systems, University of Murcia, IMIB-Arrixaca, Murcia, Spain 
 Ciber Fragilidad y Envejecimiento Saludable (CIBERFES), Madrid, Spain; Nursing and Healthcare Research Unit (Investén-isciii), Madrid, Spain 
Pages
1-11
Publication year
2018
Publication date
Oct 2018
Publisher
Nature Publishing Group
e-ISSN
20452322
Source type
Scholarly Journal
Language of publication
English
ProQuest document ID
2117396856
Copyright
© 2018. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.