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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...

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Autores principales: Li, Xuekun, Yan, Ruifang, Yue, Zheng, Zhang, Meng, Ren, Jipeng, Wu, Baolin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
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.
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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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