A multidimensional investigation of sleep and biopsychosocial profiles with associated neural signatures.
Aurore A PerraultValeria KebetsNicole KuekNathan CrossRackeb TesfayeFlorence B PomaresJingwei LiMichael Wei-Liang CheeThien Thanh Dang VuB T Thomas YeoPublished in: Research square (2024)
Sleep is essential for optimal functioning and health. Interconnected to multiple biological, psychological and socio-environmental factors (i.e., biopsychosocial factors), the multidimensional nature of sleep is rarely capitalized on in research. Here, we deployed a data-driven approach to identify sleep-biopsychosocial profiles that linked self-reported sleep patterns to inter-individual variability in health, cognition, and lifestyle factors in 770 healthy young adults. We uncovered five profiles, including two profiles reflecting general psychopathology associated with either reports of general poor sleep or an absence of sleep complaints (i.e., sleep resilience) respectively. The three other profiles were driven by sedative-hypnotics-use and social satisfaction, sleep duration and cognitive performance, and sleep disturbance linked to cognition and mental health. Furthermore, identified sleep-biopsychosocial profiles displayed unique patterns of brain network organization. In particular, somatomotor network connectivity alterations were involved in the relationships between sleep and biopsychosocial factors. These profiles can potentially untangle the interplay between individuals' variability in sleep, health, cognition and lifestyle - equipping research and clinical settings to better support individual's well-being.
Keyphrases
- sleep quality
- physical activity
- mental health
- healthcare
- young adults
- public health
- white matter
- cardiovascular disease
- metabolic syndrome
- type diabetes
- emergency department
- risk assessment
- climate change
- depressive symptoms
- multiple sclerosis
- dna methylation
- brain injury
- health promotion
- social support
- subarachnoid hemorrhage
- social media
- drug induced