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Investigating altered brain functional hubs and causal connectivity in coronary artery disease with cognitive impairment
BACKGROUND: Coronary artery disease (CAD) and cognitive impairment (CI) have become significant global disease and medical burdens. There have been several reports documenting the alterations in regional brain function and their correlation with CI in CAD patients. However, there is limited research...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10640849/ https://www.ncbi.nlm.nih.gov/pubmed/38025718 http://dx.doi.org/10.7717/peerj.16408 |
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author | Qin, Rui Li, Tong Li, Cuicui Li, Lin Wang, Ximing Wang, Li |
author_facet | Qin, Rui Li, Tong Li, Cuicui Li, Lin Wang, Ximing Wang, Li |
author_sort | Qin, Rui |
collection | PubMed |
description | BACKGROUND: Coronary artery disease (CAD) and cognitive impairment (CI) have become significant global disease and medical burdens. There have been several reports documenting the alterations in regional brain function and their correlation with CI in CAD patients. However, there is limited research on the changes in brain network connectivity in CAD patients. To investigate the resting-state connectivity and further understand the effective connectivity strength and directionality in patients with CAD, we utilized degree centrality (DC) and spectral dynamic causal modeling (spDCM) to detect functional hubs in the whole brain network, followed by an analysis of directional connections. Using the aforementioned approaches, it is possible to investigate the hub regions and aberrant connections underlying the altered brain function in CAD patients, providing neuroimaging evidence for the cognitive decline in patients with coronary artery disease. MATERIALS AND METHODS: This study was prospectively conducted involving 24 patients diagnosed with CAD and 24 healthy controls (HC) who were matched in terms of age, gender, and education. Functional MRI (fMRI) scans were utilized to investigate brain activity in these individuals. Neuropsychological examinations were performed on all participants. DC analysis and spDCM were employed to investigate abnormal brain networks in patients with CAD. Additionally, the association between effective connectivity strength and cognitive function in patients with CAD was examined based on the aforementioned results. RESULTS: By assessing cognitive functions, we discovered that patients with CAD exhibited notably lower cognitive function compared to the HC group. By utilizing DC analysis and spDCM, we observed significant reductions in DC values within the left parahippocampal cortex (PHC) and the left medial temporal gyrus (MTG) in CAD patients when compared to the control group. In terms of effective connectivity, we observed the absence of positive connectivity between the right superior frontal gyrus (SFG) and PHC in CAD patients. Moreover, there was an increase in negative connectivity from PHC and MTG to SFG, along with a decrease in the strength of positive connectivity between PHC and MTG. Furthermore, we identified a noteworthy positive correlation (r = 0.491, p = 0.015) between the strength of connectivity between the PHC and the MTG and cognitive function in CAD patients. CONCLUSIONS: These research findings suggest that alterations in the connectivity of the brain networks involving SFG, PHC, and MTG in CAD patients may mediate changes in cognitive function. |
format | Online Article Text |
id | pubmed-10640849 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-106408492023-11-09 Investigating altered brain functional hubs and causal connectivity in coronary artery disease with cognitive impairment Qin, Rui Li, Tong Li, Cuicui Li, Lin Wang, Ximing Wang, Li PeerJ Cardiology BACKGROUND: Coronary artery disease (CAD) and cognitive impairment (CI) have become significant global disease and medical burdens. There have been several reports documenting the alterations in regional brain function and their correlation with CI in CAD patients. However, there is limited research on the changes in brain network connectivity in CAD patients. To investigate the resting-state connectivity and further understand the effective connectivity strength and directionality in patients with CAD, we utilized degree centrality (DC) and spectral dynamic causal modeling (spDCM) to detect functional hubs in the whole brain network, followed by an analysis of directional connections. Using the aforementioned approaches, it is possible to investigate the hub regions and aberrant connections underlying the altered brain function in CAD patients, providing neuroimaging evidence for the cognitive decline in patients with coronary artery disease. MATERIALS AND METHODS: This study was prospectively conducted involving 24 patients diagnosed with CAD and 24 healthy controls (HC) who were matched in terms of age, gender, and education. Functional MRI (fMRI) scans were utilized to investigate brain activity in these individuals. Neuropsychological examinations were performed on all participants. DC analysis and spDCM were employed to investigate abnormal brain networks in patients with CAD. Additionally, the association between effective connectivity strength and cognitive function in patients with CAD was examined based on the aforementioned results. RESULTS: By assessing cognitive functions, we discovered that patients with CAD exhibited notably lower cognitive function compared to the HC group. By utilizing DC analysis and spDCM, we observed significant reductions in DC values within the left parahippocampal cortex (PHC) and the left medial temporal gyrus (MTG) in CAD patients when compared to the control group. In terms of effective connectivity, we observed the absence of positive connectivity between the right superior frontal gyrus (SFG) and PHC in CAD patients. Moreover, there was an increase in negative connectivity from PHC and MTG to SFG, along with a decrease in the strength of positive connectivity between PHC and MTG. Furthermore, we identified a noteworthy positive correlation (r = 0.491, p = 0.015) between the strength of connectivity between the PHC and the MTG and cognitive function in CAD patients. CONCLUSIONS: These research findings suggest that alterations in the connectivity of the brain networks involving SFG, PHC, and MTG in CAD patients may mediate changes in cognitive function. PeerJ Inc. 2023-11-09 /pmc/articles/PMC10640849/ /pubmed/38025718 http://dx.doi.org/10.7717/peerj.16408 Text en © 2023 Qin et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited. |
spellingShingle | Cardiology Qin, Rui Li, Tong Li, Cuicui Li, Lin Wang, Ximing Wang, Li Investigating altered brain functional hubs and causal connectivity in coronary artery disease with cognitive impairment |
title | Investigating altered brain functional hubs and causal connectivity in coronary artery disease with cognitive impairment |
title_full | Investigating altered brain functional hubs and causal connectivity in coronary artery disease with cognitive impairment |
title_fullStr | Investigating altered brain functional hubs and causal connectivity in coronary artery disease with cognitive impairment |
title_full_unstemmed | Investigating altered brain functional hubs and causal connectivity in coronary artery disease with cognitive impairment |
title_short | Investigating altered brain functional hubs and causal connectivity in coronary artery disease with cognitive impairment |
title_sort | investigating altered brain functional hubs and causal connectivity in coronary artery disease with cognitive impairment |
topic | Cardiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10640849/ https://www.ncbi.nlm.nih.gov/pubmed/38025718 http://dx.doi.org/10.7717/peerj.16408 |
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