Multicenter Study on Sleep and Circadian Alterations as Objective Markers of Mild Cognitive Impairment and Alzheimer's Disease Reveals Sex Differences.

Alzheimer’s disease circadian rhythms confusion matrix mild cognitive impairment sex differences sleep disturbances sleep parameters sleep regularity index wearable activity tracker

Journal

Journal of Alzheimer's disease : JAD
ISSN: 1875-8908
Titre abrégé: J Alzheimers Dis
Pays: Netherlands
ID NLM: 9814863

Informations de publication

Date de publication:
2020
Historique:
pubmed: 14 11 2020
medline: 30 9 2021
entrez: 13 11 2020
Statut: ppublish

Résumé

Circadian and sleep disturbances are associated with increased risk of mild cognitive impairment (MCI) and Alzheimer's disease (AD). Wearable activity trackers could provide a new approach in diagnosis and prevention. To evaluate sleep and circadian rhythm parameters, through wearable activity trackers, in MCI and AD patients as compared to controls, focusing on sex dissimilarities. Based on minute level data from consumer wearable devices, we analyzed actigraphic sleep parameters by applying an electromedical type I registered algorithm, and the corresponding circadian variables in 158 subjects: 86 females and 72 males (42 AD, 28 MCI, and 88 controls). Moreover, we used a confusion-matrix chart method to assess accuracy, precision, sensitivity, and specificity of two decision-tree models based on actigraphic data in predicting disease or health status. Wake after sleep onset (WASO) was higher (p < 0.001) and sleep efficiency (SE) lower (p = 0.003) in MCI, and Sleep Regularity Index (SRI) was lower in AD patients compared to controls (p = 0.004). SE was lower in male AD compared to female AD (p = 0.038) and SRI lower in male AD compared to male controls (p = 0.008), male MCI (p = 0.047), but also female AD subjects (p = 0.046). Mesor was significantly lower in males in the overall population. Age reduced the dissimilarities for WASO and SE but demonstrated sex differences for amplitude (p = 0.009) in the overall population, controls (p = 0.005), and AD subjects (p = 0.034). The confusion-matrices showed good predictive power of actigraphic data. Actigraphic data could help identify disease or health status. Sex (possibly gender) differences could impact on neurodegeneration and disease trajectory with potential clinical applications.

Sections du résumé

BACKGROUND
Circadian and sleep disturbances are associated with increased risk of mild cognitive impairment (MCI) and Alzheimer's disease (AD). Wearable activity trackers could provide a new approach in diagnosis and prevention.
OBJECTIVE
To evaluate sleep and circadian rhythm parameters, through wearable activity trackers, in MCI and AD patients as compared to controls, focusing on sex dissimilarities.
METHODS
Based on minute level data from consumer wearable devices, we analyzed actigraphic sleep parameters by applying an electromedical type I registered algorithm, and the corresponding circadian variables in 158 subjects: 86 females and 72 males (42 AD, 28 MCI, and 88 controls). Moreover, we used a confusion-matrix chart method to assess accuracy, precision, sensitivity, and specificity of two decision-tree models based on actigraphic data in predicting disease or health status.
RESULTS
Wake after sleep onset (WASO) was higher (p < 0.001) and sleep efficiency (SE) lower (p = 0.003) in MCI, and Sleep Regularity Index (SRI) was lower in AD patients compared to controls (p = 0.004). SE was lower in male AD compared to female AD (p = 0.038) and SRI lower in male AD compared to male controls (p = 0.008), male MCI (p = 0.047), but also female AD subjects (p = 0.046). Mesor was significantly lower in males in the overall population. Age reduced the dissimilarities for WASO and SE but demonstrated sex differences for amplitude (p = 0.009) in the overall population, controls (p = 0.005), and AD subjects (p = 0.034). The confusion-matrices showed good predictive power of actigraphic data.
CONCLUSION
Actigraphic data could help identify disease or health status. Sex (possibly gender) differences could impact on neurodegeneration and disease trajectory with potential clinical applications.

Identifiants

pubmed: 33185597
pii: JAD200632
doi: 10.3233/JAD-200632
doi:

Types de publication

Journal Article Multicenter Study

Langues

eng

Sous-ensembles de citation

IM

Pagination

1707-1719

Auteurs

Biancamaria Guarnieri (B)

Center of Sleep Medicine, Villa Serena Hospital, Città S. Angelo, Pescara, Italy.
Villaserena Foundation for the Research, Città S. Angelo, Pescara, Italy.

Michelangelo Maestri (M)

Neurology Unit, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy.

Federico Cucchiara (F)

SONNOLab, Department of Translational Research and of New Surgical and Medical Technologies, University of Pisa, Pisa, Italy.
Clinical Pharmacology and Pharmacogenetic Unit, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy.

Annalisa Lo Gerfo (A)

Neurology Unit, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy.

Alessandro Schirru (A)

Neurology Unit, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy.

Dario Arnaldi (D)

Clinical Neurology, Department of Neuroscience (DINOGMI), University of Genoa, Genoa, Italy.
IRCCS Ospedale San Martino, Genoa, Italy.

Pietro Mattioli (P)

Clinical Neurology, Department of Neuroscience (DINOGMI), University of Genoa, Genoa, Italy.
IRCCS Ospedale San Martino, Genoa, Italy.

Flavio Nobili (F)

Clinical Neurology, Department of Neuroscience (DINOGMI), University of Genoa, Genoa, Italy.
IRCCS Ospedale San Martino, Genoa, Italy.

Gemma Lombardi (G)

IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy.

Gianluigi Cerroni (G)

Center of Sleep Medicine, Villa Serena Hospital, Città S. Angelo, Pescara, Italy.
Villaserena Foundation for the Research, Città S. Angelo, Pescara, Italy.

Antonella Bartoli (A)

Center of Sleep Medicine, Villa Serena Hospital, Città S. Angelo, Pescara, Italy.
Villaserena Foundation for the Research, Città S. Angelo, Pescara, Italy.

Raffaele Manni (R)

Sleep and Epilepsy Unit, IRCCS Mondino Foundation, Pavia, Italy.

Elena Sinforiani (E)

Neuropsychology/Alzheimer's Disease Assessment Unit, IRCCS Mondino Foundation, Pavia, Italy.

Michele Terzaghi (M)

Sleep and Epilepsy Unit, IRCCS Mondino Foundation, Pavia, Italy.
Department of Brain and Behavioural Sciences, University of Pavia, Pavia, Italy.

Maria Grazia Arena (MG)

Center for Cognitive Disorders and Dementias, Alzheimer's Disease Assessment Unit, UOC of Neurology and Neuromuscular Disorders, AOU Policlinico, ``G. Martino'', University of Messina, Messina, Italy.

Rosalia Silvestri (R)

Sleep Medicine Center, UOSD of Neurophysiopathology and Movement Disorders, AOU Policlinico ``G.~Martino'', Department of Clinical and Experimental Medicine, University of Messina, Italy.

Chiara La Morgia (C)

IRCCS Istituto delle Scienze Neurologiche di Bologna, UOC Clinica Neurologica, Bologna, Italy.
Department of Biomedical and Neuromotor Sciences, University of Bologna Bologna, Italy.

Maria Caterina Di Perri (MC)

Sleep Medicine Center, UOSD of Neurophysiopathology and Movement Disorders, AOU Policlinico ``G.~Martino'', Department of Clinical and Experimental Medicine, University of Messina, Italy.

Ferdinando Franzoni (F)

Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy.

Gloria Tognoni (G)

Neurology Unit, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy.

Michelangelo Mancuso (M)

Neurology Unit, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy.

Sandro Sorbi (S)

IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy.
Department of Neuroscience, Psychology, Drug Research and Child Health, University of Florence, Florence, Italy.

Ubaldo Bonuccelli (U)

Neurology Unit, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy.

Gabriele Siciliano (G)

Neurology Unit, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy.

Ugo Faraguna (U)

SONNOLab, Department of Translational Research and of New Surgical and Medical Technologies, University of Pisa, Pisa, Italy.
Department of Developmental Neuroscience, IRCCS Stella Maris Foundation, Pisa, Italy.

Enrica Bonanni (E)

Neurology Unit, Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy.

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