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Poor sleep quality associates with decreased functional and structural brain connectivity in normative aging: A MRI multimodal approach

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Resumo:Sleep is a ubiquitous phenomenon, essential to the organism homeostasis. Notwithstanding, there has been an increasing concern with its disruption, not only within the context of pathological conditions, such as neurologic and psychiatric diseases, but also in health. In fact, sleep complaints are becoming particularly common, especially in middle-aged and older adults, which may suggest an underlying susceptibility to sleep quality loss and/or its consequences. Thus, a whole-brain modeling approach to study the shifts in the system can cast broader light on sleep quality mechanisms and its associated morbidities. Following this line, we sought to determine the association between the standard self-reported measure of sleep quality, the Pittsburgh Sleep Quality Index (PSQI) and brain correlates in a normative aging cohort. To this purpose, 86 participants (age range 52-87 years) provided information regarding sociodemographic parameters, subjective sleep quality and associated psychological variables. A multimodal magnetic resonance imaging (MRI) approach was used, with whole-brain functional and structural connectomes being derived from resting-state functional connectivity (FC) and probabilistic white matter tractography (structural connectivity, SC). Brain regional volumes and white matter properties associations were also explored. Results show that poor sleep quality was associated with a decrease in FC and SC of distinct networks, overlapping in right superior temporal pole, left middle temporal and left inferior occipital regions. Age displayed important associations with volumetric changes in the cerebellum cortex and white matter, thalamus, hippocampus, right putamen, left supramarginal and left lingual regions. Overall, results suggest that not only the PSQI global score may act as a proxy of changes in FC/SC in middle-aged and older individuals, but also that the age-related regional volumetric changes may be associated to an adjustment of brain connectivity. These findings may also represent a step further in the comprehension of the role of sleep disturbance in disease, since the networks found share regions that have been shown to be affected in pathologies, such as depression and Alzheimer's disease.
Autores principais:Amorim, Liliana
Outros Autores:Magalhães, Ricardo; Coelho, Ana; Moreira, Pedro Silva; Portugal-Nunes, Carlos; Castanho, Teresa Costa; Marques, Paulo; Sousa, Nuno; Santos, Nadine Correia
Assunto:Pittsburgh Sleep Quality Index PSQI MRI whole-brain modeling brain connectivity resting-state
Ano:2018
País:Portugal
Tipo de documento:artigo
Tipo de acesso:acesso aberto
Instituição associada:Universidade do Minho
Idioma:inglês
Origem:RepositóriUM - Universidade do Minho
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author Amorim, Liliana
author2 Magalhães, Ricardo
Coelho, Ana
Moreira, Pedro Silva
Portugal-Nunes, Carlos
Castanho, Teresa Costa
Marques, Paulo
Sousa, Nuno
Santos, Nadine Correia
author2_role author
author
author
author
author
author
author
author
author_facet Amorim, Liliana
Magalhães, Ricardo
Coelho, Ana
Moreira, Pedro Silva
Portugal-Nunes, Carlos
Castanho, Teresa Costa
Marques, Paulo
Sousa, Nuno
Santos, Nadine Correia
author_role author
contributor_name_str_mv RepositóriUM - Universidade do Minho
country_str PT
creators_json_txt [{\"Person.name\":\"Amorim, Liliana\"},{\"Person.name\":\"Magalhães, Ricardo\"},{\"Person.name\":\"Coelho, Ana\"},{\"Person.name\":\"Moreira, Pedro Silva\"},{\"Person.name\":\"Portugal-Nunes, Carlos\"},{\"Person.name\":\"Castanho, Teresa Costa\"},{\"Person.name\":\"Marques, Paulo\"},{\"Person.name\":\"Sousa, Nuno\"},{\"Person.name\":\"Santos, Nadine Correia\"}]
datacite.contributors.contributor.contributorName.fl_str_mv RepositóriUM - Universidade do Minho
datacite.creators.creator.creatorName.fl_str_mv Amorim, Liliana
Magalhães, Ricardo
Coelho, Ana
Moreira, Pedro Silva
Portugal-Nunes, Carlos
Castanho, Teresa Costa
Marques, Paulo
Sousa, Nuno
Santos, Nadine Correia
datacite.date.Accepted.fl_str_mv 2018-01-01T00:00:00Z
datacite.rights.fl_str_mv http://purl.org/coar/access_right/c_abf2
datacite.subjects.subject.fl_str_mv Pittsburgh Sleep Quality Index
PSQI
MRI
whole-brain modeling
brain connectivity
resting-state
datacite.titles.title.fl_str_mv Poor sleep quality associates with decreased functional and structural brain connectivity in normative aging: A MRI multimodal approach
dc.contributor.none.fl_str_mv RepositóriUM - Universidade do Minho
dc.creator.none.fl_str_mv Amorim, Liliana
Magalhães, Ricardo
Coelho, Ana
Moreira, Pedro Silva
Portugal-Nunes, Carlos
Castanho, Teresa Costa
Marques, Paulo
Sousa, Nuno
Santos, Nadine Correia
dc.date.Accepted.fl_str_mv 2018-01-01T00:00:00Z
dc.format.none.fl_str_mv application/pdf
dc.identifier.none.fl_str_mv https://hdl.handle.net/1822/57782
dc.language.none.fl_str_mv eng
dc.publisher.none.fl_str_mv Frontiers Media
dc.rights.none.fl_str_mv http://purl.org/coar/access_right/c_abf2
dc.subject.none.fl_str_mv Pittsburgh Sleep Quality Index
PSQI
MRI
whole-brain modeling
brain connectivity
resting-state
dc.title.fl_str_mv Poor sleep quality associates with decreased functional and structural brain connectivity in normative aging: A MRI multimodal approach
dc.type.none.fl_str_mv http://purl.org/coar/resource_type/c_6501
description Sleep is a ubiquitous phenomenon, essential to the organism homeostasis. Notwithstanding, there has been an increasing concern with its disruption, not only within the context of pathological conditions, such as neurologic and psychiatric diseases, but also in health. In fact, sleep complaints are becoming particularly common, especially in middle-aged and older adults, which may suggest an underlying susceptibility to sleep quality loss and/or its consequences. Thus, a whole-brain modeling approach to study the shifts in the system can cast broader light on sleep quality mechanisms and its associated morbidities. Following this line, we sought to determine the association between the standard self-reported measure of sleep quality, the Pittsburgh Sleep Quality Index (PSQI) and brain correlates in a normative aging cohort. To this purpose, 86 participants (age range 52-87 years) provided information regarding sociodemographic parameters, subjective sleep quality and associated psychological variables. A multimodal magnetic resonance imaging (MRI) approach was used, with whole-brain functional and structural connectomes being derived from resting-state functional connectivity (FC) and probabilistic white matter tractography (structural connectivity, SC). Brain regional volumes and white matter properties associations were also explored. Results show that poor sleep quality was associated with a decrease in FC and SC of distinct networks, overlapping in right superior temporal pole, left middle temporal and left inferior occipital regions. Age displayed important associations with volumetric changes in the cerebellum cortex and white matter, thalamus, hippocampus, right putamen, left supramarginal and left lingual regions. Overall, results suggest that not only the PSQI global score may act as a proxy of changes in FC/SC in middle-aged and older individuals, but also that the age-related regional volumetric changes may be associated to an adjustment of brain connectivity. These findings may also represent a step further in the comprehension of the role of sleep disturbance in disease, since the networks found share regions that have been shown to be affected in pathologies, such as depression and Alzheimer's disease.
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identifier.url.fl_str_mv https://hdl.handle.net/1822/57782
inst_facet_str urn:organizationAcronym:repositorium{{{_:::_}}}Universidade do Minho
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oai_identifier_str oai:repositorium.uminho.pt:1822/57782
organization_str_mv urn:organizationAcronym:repositorium
person_str_mv Amorim, Liliana
Magalhães, Ricardo
Coelho, Ana
Moreira, Pedro Silva
Portugal-Nunes, Carlos
Castanho, Teresa Costa
Marques, Paulo
Sousa, Nuno
Santos, Nadine Correia
publishDate 2018
publisher.none.fl_str_mv Frontiers Media
repo_facet_str urn:repositoryAcronym:rum{{{_:::_}}}RepositóriUM - Universidade do Minho
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spelling engFrontiers MediaporSleep is a ubiquitous phenomenon, essential to the organism homeostasis. Notwithstanding, there has been an increasing concern with its disruption, not only within the context of pathological conditions, such as neurologic and psychiatric diseases, but also in health. In fact, sleep complaints are becoming particularly common, especially in middle-aged and older adults, which may suggest an underlying susceptibility to sleep quality loss and/or its consequences. Thus, a whole-brain modeling approach to study the shifts in the system can cast broader light on sleep quality mechanisms and its associated morbidities. Following this line, we sought to determine the association between the standard self-reported measure of sleep quality, the Pittsburgh Sleep Quality Index (PSQI) and brain correlates in a normative aging cohort. To this purpose, 86 participants (age range 52-87 years) provided information regarding sociodemographic parameters, subjective sleep quality and associated psychological variables. A multimodal magnetic resonance imaging (MRI) approach was used, with whole-brain functional and structural connectomes being derived from resting-state functional connectivity (FC) and probabilistic white matter tractography (structural connectivity, SC). Brain regional volumes and white matter properties associations were also explored. Results show that poor sleep quality was associated with a decrease in FC and SC of distinct networks, overlapping in right superior temporal pole, left middle temporal and left inferior occipital regions. Age displayed important associations with volumetric changes in the cerebellum cortex and white matter, thalamus, hippocampus, right putamen, left supramarginal and left lingual regions. Overall, results suggest that not only the PSQI global score may act as a proxy of changes in FC/SC in middle-aged and older individuals, but also that the age-related regional volumetric changes may be associated to an adjustment of brain connectivity. These findings may also represent a step further in the comprehension of the role of sleep disturbance in disease, since the networks found share regions that have been shown to be affected in pathologies, such as depression and Alzheimer's disease.application/pdfporPoor sleep quality associates with decreased functional and structural brain connectivity in normative aging: A MRI multimodal approachAmorim, LilianaMagalhães, RicardoCoelho, AnaMoreira, Pedro SilvaPortugal-Nunes, CarlosCastanho, Teresa CostaMarques, PauloSousa, NunoSantos, Nadine CorreiaHostingInstitutionOrganizationalRepositóriUM - Universidade do Minhoe-mailmailto:repositorium@usdb.uminho.ptrepositorium@usdb.uminho.ptCITATIONAmorim L, Magalhães R, Coelho A, Moreira PS, Portugal-Nunes C, Castanho TC, Marques P, Sousa N and Santos NC (2018) Poor Sleep Quality Associates With Decreased Functional and Structural Brain Connectivity in Normative Aging: A MRI Multimodal Approach. Front. Aging Neurosci. 10:375. doi: 10.3389/fnagi.2018.00375ISSNIsPartOf1663-4365DOIIsPartOf10.3389/fnagi.2018.0037520182018-01-01T00:00:00ZHandlehttps://hdl.handle.net/1822/57782http://purl.org/coar/access_right/c_abf2open accessPittsburgh Sleep Quality IndexPSQIMRIwhole-brain modelingbrain connectivityresting-state909117 bytesliteraturehttp://purl.org/coar/resource_type/c_6501journal articlehttp://purl.org/coar/access_right/c_abf2application/pdfhttps://repositorium.uminho.pt/bitstreams/f7b7266b-ce3d-4f96-84db-3d0ee2fb3683/download
spellingShingle Poor sleep quality associates with decreased functional and structural brain connectivity in normative aging: A MRI multimodal approach
Amorim, Liliana
Pittsburgh Sleep Quality Index
PSQI
MRI
whole-brain modeling
brain connectivity
resting-state
status SINGLETON
subject.fl_str_mv Pittsburgh Sleep Quality Index
PSQI
MRI
whole-brain modeling
brain connectivity
resting-state
title Poor sleep quality associates with decreased functional and structural brain connectivity in normative aging: A MRI multimodal approach
title_full Poor sleep quality associates with decreased functional and structural brain connectivity in normative aging: A MRI multimodal approach
title_fullStr Poor sleep quality associates with decreased functional and structural brain connectivity in normative aging: A MRI multimodal approach
title_full_unstemmed Poor sleep quality associates with decreased functional and structural brain connectivity in normative aging: A MRI multimodal approach
title_short Poor sleep quality associates with decreased functional and structural brain connectivity in normative aging: A MRI multimodal approach
title_sort Poor sleep quality associates with decreased functional and structural brain connectivity in normative aging: A MRI multimodal approach
topic Pittsburgh Sleep Quality Index
PSQI
MRI
whole-brain modeling
brain connectivity
resting-state
topic_facet Pittsburgh Sleep Quality Index
PSQI
MRI
whole-brain modeling
brain connectivity
resting-state
url https://hdl.handle.net/1822/57782
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