Cargando…

Subtle alterations in cerebrovascular reactivity in mild cognitive impairment detected by graph theoretical analysis and not by the standard approach

There is growing support that cerebrovascular reactivity (CVR) in response to a vasodilatory challenge, also defined as the cerebrovascular reserve, is reduced in Alzheimer's disease dementia. However, this is less clear in patients with mild cognitive impairment (MCI). The current standard ana...

Descripción completa

Detalles Bibliográficos
Autores principales: Sánchez-Catasús, Carlos A., Sanabria-Diaz, Gretel, Willemsen, Antoon, Martinez-Montes, Eduardo, Samper-Noa, Juan, Aguila-Ruiz, Angel, Boellaard, Ronald, De Deyn, Peter P., Dierckx, Rudi A.J.O., Melie-Garcia, Lester
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5429238/
https://www.ncbi.nlm.nih.gov/pubmed/28529871
http://dx.doi.org/10.1016/j.nicl.2017.04.019
_version_ 1783235984311189504
author Sánchez-Catasús, Carlos A.
Sanabria-Diaz, Gretel
Willemsen, Antoon
Martinez-Montes, Eduardo
Samper-Noa, Juan
Aguila-Ruiz, Angel
Boellaard, Ronald
De Deyn, Peter P.
Dierckx, Rudi A.J.O.
Melie-Garcia, Lester
author_facet Sánchez-Catasús, Carlos A.
Sanabria-Diaz, Gretel
Willemsen, Antoon
Martinez-Montes, Eduardo
Samper-Noa, Juan
Aguila-Ruiz, Angel
Boellaard, Ronald
De Deyn, Peter P.
Dierckx, Rudi A.J.O.
Melie-Garcia, Lester
author_sort Sánchez-Catasús, Carlos A.
collection PubMed
description There is growing support that cerebrovascular reactivity (CVR) in response to a vasodilatory challenge, also defined as the cerebrovascular reserve, is reduced in Alzheimer's disease dementia. However, this is less clear in patients with mild cognitive impairment (MCI). The current standard analysis may not reflect subtle abnormalities in CVR. In this study, we aimed to investigate vasodilatory-induced changes in the topology of the cerebral blood flow correlation (CBF(corr)) network to study possible network-related CVR abnormalities in MCI. For this purpose, four CBF(corr) networks were constructed: two using CBF SPECT data at baseline and under the vasodilatory challenge of acetazolamide (ACZ), obtained from a group of 26 MCI patients; and two equivalent networks from a group of 26 matched cognitively normal controls. The mean strength of association (SA) and clustering coefficient (C) were used to evaluate ACZ-induced changes on the topology of CBF(corr) networks. We found that cognitively normal adults and MCI patients show different patterns of C and SA changes. The observed differences included the medial prefrontal cortices and inferior parietal lobe, which represent areas involved in MCI's cognitive dysfunction. In contrast, no substantial differences were detected by standard CVR analysis. These results suggest that graph theoretical analysis of ACZ-induced changes in the topology of the CBF(corr) networks allows the identification of subtle network-related CVR alterations in MCI, which couldn't be detected by the standard approach.
format Online
Article
Text
id pubmed-5429238
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher Elsevier
record_format MEDLINE/PubMed
spelling pubmed-54292382017-05-19 Subtle alterations in cerebrovascular reactivity in mild cognitive impairment detected by graph theoretical analysis and not by the standard approach Sánchez-Catasús, Carlos A. Sanabria-Diaz, Gretel Willemsen, Antoon Martinez-Montes, Eduardo Samper-Noa, Juan Aguila-Ruiz, Angel Boellaard, Ronald De Deyn, Peter P. Dierckx, Rudi A.J.O. Melie-Garcia, Lester Neuroimage Clin Regular Article There is growing support that cerebrovascular reactivity (CVR) in response to a vasodilatory challenge, also defined as the cerebrovascular reserve, is reduced in Alzheimer's disease dementia. However, this is less clear in patients with mild cognitive impairment (MCI). The current standard analysis may not reflect subtle abnormalities in CVR. In this study, we aimed to investigate vasodilatory-induced changes in the topology of the cerebral blood flow correlation (CBF(corr)) network to study possible network-related CVR abnormalities in MCI. For this purpose, four CBF(corr) networks were constructed: two using CBF SPECT data at baseline and under the vasodilatory challenge of acetazolamide (ACZ), obtained from a group of 26 MCI patients; and two equivalent networks from a group of 26 matched cognitively normal controls. The mean strength of association (SA) and clustering coefficient (C) were used to evaluate ACZ-induced changes on the topology of CBF(corr) networks. We found that cognitively normal adults and MCI patients show different patterns of C and SA changes. The observed differences included the medial prefrontal cortices and inferior parietal lobe, which represent areas involved in MCI's cognitive dysfunction. In contrast, no substantial differences were detected by standard CVR analysis. These results suggest that graph theoretical analysis of ACZ-induced changes in the topology of the CBF(corr) networks allows the identification of subtle network-related CVR alterations in MCI, which couldn't be detected by the standard approach. Elsevier 2017-04-25 /pmc/articles/PMC5429238/ /pubmed/28529871 http://dx.doi.org/10.1016/j.nicl.2017.04.019 Text en © 2017 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Regular Article
Sánchez-Catasús, Carlos A.
Sanabria-Diaz, Gretel
Willemsen, Antoon
Martinez-Montes, Eduardo
Samper-Noa, Juan
Aguila-Ruiz, Angel
Boellaard, Ronald
De Deyn, Peter P.
Dierckx, Rudi A.J.O.
Melie-Garcia, Lester
Subtle alterations in cerebrovascular reactivity in mild cognitive impairment detected by graph theoretical analysis and not by the standard approach
title Subtle alterations in cerebrovascular reactivity in mild cognitive impairment detected by graph theoretical analysis and not by the standard approach
title_full Subtle alterations in cerebrovascular reactivity in mild cognitive impairment detected by graph theoretical analysis and not by the standard approach
title_fullStr Subtle alterations in cerebrovascular reactivity in mild cognitive impairment detected by graph theoretical analysis and not by the standard approach
title_full_unstemmed Subtle alterations in cerebrovascular reactivity in mild cognitive impairment detected by graph theoretical analysis and not by the standard approach
title_short Subtle alterations in cerebrovascular reactivity in mild cognitive impairment detected by graph theoretical analysis and not by the standard approach
title_sort subtle alterations in cerebrovascular reactivity in mild cognitive impairment detected by graph theoretical analysis and not by the standard approach
topic Regular Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5429238/
https://www.ncbi.nlm.nih.gov/pubmed/28529871
http://dx.doi.org/10.1016/j.nicl.2017.04.019
work_keys_str_mv AT sanchezcatasuscarlosa subtlealterationsincerebrovascularreactivityinmildcognitiveimpairmentdetectedbygraphtheoreticalanalysisandnotbythestandardapproach
AT sanabriadiazgretel subtlealterationsincerebrovascularreactivityinmildcognitiveimpairmentdetectedbygraphtheoreticalanalysisandnotbythestandardapproach
AT willemsenantoon subtlealterationsincerebrovascularreactivityinmildcognitiveimpairmentdetectedbygraphtheoreticalanalysisandnotbythestandardapproach
AT martinezmonteseduardo subtlealterationsincerebrovascularreactivityinmildcognitiveimpairmentdetectedbygraphtheoreticalanalysisandnotbythestandardapproach
AT sampernoajuan subtlealterationsincerebrovascularreactivityinmildcognitiveimpairmentdetectedbygraphtheoreticalanalysisandnotbythestandardapproach
AT aguilaruizangel subtlealterationsincerebrovascularreactivityinmildcognitiveimpairmentdetectedbygraphtheoreticalanalysisandnotbythestandardapproach
AT boellaardronald subtlealterationsincerebrovascularreactivityinmildcognitiveimpairmentdetectedbygraphtheoreticalanalysisandnotbythestandardapproach
AT dedeynpeterp subtlealterationsincerebrovascularreactivityinmildcognitiveimpairmentdetectedbygraphtheoreticalanalysisandnotbythestandardapproach
AT dierckxrudiajo subtlealterationsincerebrovascularreactivityinmildcognitiveimpairmentdetectedbygraphtheoreticalanalysisandnotbythestandardapproach
AT meliegarcialester subtlealterationsincerebrovascularreactivityinmildcognitiveimpairmentdetectedbygraphtheoreticalanalysisandnotbythestandardapproach