Sleep

Multivariate associations of motor performance, sleep quality, depressive symptoms, and grey matter volume in younger and mid-to-older adults.

TL;DR

Multivariate associations of better sleep quality, fewer depressive symptoms, and increased grey matter volume with better motor performance were found across younger adults but showed age-related variations, with findings not replicating in mid-to-older adults.

Key Findings

In younger adults (HCP-YA sample), a canonical variate combining better sleep, mild sub-clinical depressive symptoms, and altered grey matter volume was associated with better motor performance.

  • The canonical correlation was r = 0.2 (SD = 0.05) in the HCP-YA sample
  • Brain regions involved included cortical areas (precentral and fusiform gyrus), thalamus, and cerebellar regions
  • The finding was conceptually replicated in the young eNKI-RS sample (r = 0.25, SD = 0.13)
  • The study used canonical correlation analyses within a machine learning framework to assess replicability

In mid-to-older adults (HCP-A sample), better sleep quality, fewer depressive symptoms, and increased grey matter volume were associated with better motor performance, but this did not replicate in the mid-to-older eNKI-RS sample.

  • The canonical correlation in the HCP-A sample was r = 0.18 (SD = 0.1)
  • The mid-to-older eNKI-RS sample showed a replication correlation of r = 0 (SD = 0.12), indicating no replication
  • This contrasts with the younger adult findings which did replicate across samples
  • The failure to replicate suggests age-related variations in these multivariate associations

Across all samples, increased grey matter volume was consistently associated with better motor performance.

  • This pattern was observed across all four samples examined (HCP-YA, HCP-A, and two eNKI-RS subsamples)
  • Total n = 1,954 participants were included across all samples
  • The authors describe this as suggesting 'potential neuroanatomical underpinnings' of motor performance
  • Relevant brain regions included precentral gyrus, fusiform gyrus, thalamus, and cerebellum

Age-related variations were observed in the multivariate associations between sleep quality, depressive symptoms, grey matter volume, and motor performance.

  • Younger adult associations replicated across independent samples while mid-to-older adult associations did not
  • The study used four separate samples to specifically assess replicability of findings
  • The HCP-YA, HCP-A, and eNKI-RS samples were used to capture both younger and mid-to-older adult populations
  • The pattern of depressive symptoms in the younger adult variate was described as 'mild, sub-clinical' rather than clinical depression

The study employed a multi-sample design with canonical correlation analysis within a machine learning framework to investigate brain-behavior associations related to motor performance.

  • Four samples totaling n = 1,954 participants were drawn from HCP-Young Adult, HCP-Aging, and enhanced Nathan Kline Institute-Rockland Sample (eNKI-RS)
  • Canonical correlation analyses (CCA) were used to assess multivariate relationships among sleep quality, depressive symptoms, grey matter volume, and motor performance
  • A machine learning framework was employed to assess the replicability of findings
  • The design allowed for direct comparison of associations in younger versus mid-to-older adults

What This Means

This research suggests that motor performance — the ability to control and coordinate physical movements — is linked to a combination of brain structure, sleep quality, and mood in ways that differ by age. In younger adults, having better sleep, milder (sub-clinical) depressive symptoms, and larger volumes in specific brain regions (including areas involved in movement control, visual processing, and coordination) all went together with better motor performance. This pattern held up when tested in a second, independent group of younger adults, lending confidence to the finding. However, among middle-aged and older adults, the picture was less clear. While one older adult dataset showed a similar pattern — better sleep, fewer depressive symptoms, and more grey matter volume linking to better motor performance — this association did not hold up when tested in a second group of older adults. The one consistent finding across all age groups was that greater grey matter volume in motor-relevant brain regions was associated with better motor performance, pointing to the importance of brain structure for physical functioning throughout life. This research matters because it highlights that the brain, sleep, and mood do not operate independently when it comes to physical functioning — they form an interconnected system. The fact that this system appears to work differently in younger versus older adults suggests that strategies to maintain motor ability as people age may need to be tailored to different life stages. The study also underscores the value of testing findings in multiple independent groups, as some associations that appeared in one dataset did not hold up in others, particularly in older adults.

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Citation

Küppers V, Bi H, Nicolaisen-Sobesky E, Hoffstaedter F, Yeo B, Drzezga A, et al.. (2026). Multivariate associations of motor performance, sleep quality, depressive symptoms, and grey matter volume in younger and mid-to-older adults.. Scientific reports. https://doi.org/10.1038/s41598-025-34951-y