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Abnormal Dynamic Functional Connectivity in Patients With End-Stage Renal Disease
Dynamic functional connectivity (FC) analysis can capture time-varying properties of connectivity; however, studies focusing on dynamic FC in patients with end-stage renal disease (ESRD) are very limited. This is the first study to explore the dynamic aspects of whole-brain FC and topological proper...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9163405/ https://www.ncbi.nlm.nih.gov/pubmed/35669490 http://dx.doi.org/10.3389/fnins.2022.852822 |
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author | Li, Xuekun Yan, Ruifang Yue, Zheng Zhang, Meng Ren, Jipeng Wu, Baolin |
author_facet | Li, Xuekun Yan, Ruifang Yue, Zheng Zhang, Meng Ren, Jipeng Wu, Baolin |
author_sort | Li, Xuekun |
collection | PubMed |
description | Dynamic functional connectivity (FC) analysis can capture time-varying properties of connectivity; however, studies focusing on dynamic FC in patients with end-stage renal disease (ESRD) are very limited. This is the first study to explore the dynamic aspects of whole-brain FC and topological properties in ESRD patients. Resting-state functional magnetic resonance imaging data were acquired from 100 ESRD patients [50 hemodialysis (HD) patients and 50 non-dialysis patients] and 64 healthy controls (HCs). Independent component analysis, a sliding-window approach and graph-theory methods were used to study the dynamic FC properties. The intrinsic brain FC were clustered into four configuration states. Compared with HCs, both patient groups spent longer time in State 3, in which decreased FC between subnetworks of the default mode network (DMN) and between the dorsal DMN and language network was observed in these patients, and a further reduction in FC between the DMN subnetworks was found in HD patients compared to non-dialysis patients. The number of transitions and the variability of global and local efficiency progressively decreased from that in HCs to that of non-dialysis patients to that of HD patients. The completion time of Trail Making Test A and Trail Making Test B positively correlated with the mean dwell time of State 3 and negatively correlated with the number of transitions in ESRD patients. Our findings suggest impaired functional flexibility of network connections and state-specific FC disruptions in patients with ESRD, which may underlie their cognitive deficits. HD may have an adverse effect on time-varying FC. |
format | Online Article Text |
id | pubmed-9163405 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-91634052022-06-05 Abnormal Dynamic Functional Connectivity in Patients With End-Stage Renal Disease Li, Xuekun Yan, Ruifang Yue, Zheng Zhang, Meng Ren, Jipeng Wu, Baolin Front Neurosci Neuroscience Dynamic functional connectivity (FC) analysis can capture time-varying properties of connectivity; however, studies focusing on dynamic FC in patients with end-stage renal disease (ESRD) are very limited. This is the first study to explore the dynamic aspects of whole-brain FC and topological properties in ESRD patients. Resting-state functional magnetic resonance imaging data were acquired from 100 ESRD patients [50 hemodialysis (HD) patients and 50 non-dialysis patients] and 64 healthy controls (HCs). Independent component analysis, a sliding-window approach and graph-theory methods were used to study the dynamic FC properties. The intrinsic brain FC were clustered into four configuration states. Compared with HCs, both patient groups spent longer time in State 3, in which decreased FC between subnetworks of the default mode network (DMN) and between the dorsal DMN and language network was observed in these patients, and a further reduction in FC between the DMN subnetworks was found in HD patients compared to non-dialysis patients. The number of transitions and the variability of global and local efficiency progressively decreased from that in HCs to that of non-dialysis patients to that of HD patients. The completion time of Trail Making Test A and Trail Making Test B positively correlated with the mean dwell time of State 3 and negatively correlated with the number of transitions in ESRD patients. Our findings suggest impaired functional flexibility of network connections and state-specific FC disruptions in patients with ESRD, which may underlie their cognitive deficits. HD may have an adverse effect on time-varying FC. Frontiers Media S.A. 2022-05-20 /pmc/articles/PMC9163405/ /pubmed/35669490 http://dx.doi.org/10.3389/fnins.2022.852822 Text en Copyright © 2022 Li, Yan, Yue, Zhang, Ren and Wu. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neuroscience Li, Xuekun Yan, Ruifang Yue, Zheng Zhang, Meng Ren, Jipeng Wu, Baolin Abnormal Dynamic Functional Connectivity in Patients With End-Stage Renal Disease |
title | Abnormal Dynamic Functional Connectivity in Patients With End-Stage Renal Disease |
title_full | Abnormal Dynamic Functional Connectivity in Patients With End-Stage Renal Disease |
title_fullStr | Abnormal Dynamic Functional Connectivity in Patients With End-Stage Renal Disease |
title_full_unstemmed | Abnormal Dynamic Functional Connectivity in Patients With End-Stage Renal Disease |
title_short | Abnormal Dynamic Functional Connectivity in Patients With End-Stage Renal Disease |
title_sort | abnormal dynamic functional connectivity in patients with end-stage renal disease |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9163405/ https://www.ncbi.nlm.nih.gov/pubmed/35669490 http://dx.doi.org/10.3389/fnins.2022.852822 |
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