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Regional homogeneity and functional connectivity of freezing of gait conversion in Parkinson’s disease

BACKGROUND: Freezing of gait (FOG) is common in the late stage of Parkinson’s disease (PD), which can lead to disability and impacts the quality of life. Therefore, early recognition is crucial for therapeutic intervention. We aimed to explore the abnormal regional homogeneity (ReHo) and functional...

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Autores principales: Bao, Yiqing, Ya, Yang, Liu, Jing, Zhang, Chenchen, Wang, Erlei, Fan, Guohua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10370278/
https://www.ncbi.nlm.nih.gov/pubmed/37502425
http://dx.doi.org/10.3389/fnagi.2023.1179752
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author Bao, Yiqing
Ya, Yang
Liu, Jing
Zhang, Chenchen
Wang, Erlei
Fan, Guohua
author_facet Bao, Yiqing
Ya, Yang
Liu, Jing
Zhang, Chenchen
Wang, Erlei
Fan, Guohua
author_sort Bao, Yiqing
collection PubMed
description BACKGROUND: Freezing of gait (FOG) is common in the late stage of Parkinson’s disease (PD), which can lead to disability and impacts the quality of life. Therefore, early recognition is crucial for therapeutic intervention. We aimed to explore the abnormal regional homogeneity (ReHo) and functional connectivity (FC) in FOG converters and evaluate their diagnostic values. METHODS: The data downloaded from the Parkinson’s Disease Progression Markers Project (PPMI) cohort was subdivided into PD-FOG converters (n = 16) and non-converters (n = 17) based on whether FOG appeared during the 3-year follow-up; 16 healthy controls were well-matched. ReHo and FC analyses were used to explore the variations in spontaneous activity and interactions between significant regions among three groups of baseline data. Correlations between clinical variables and the altered ReHo values were assessed in FOG converter group. Last, logistic regression and receiver operating characteristic curve (ROC) were used to predict diagnostic value. RESULTS: Compared with the non-converters, FOG converters had reduced ReHo in the bilateral medial superior frontal gyrus (SFGmed), which was negatively correlated with the postural instability and gait difficulty (PIGD) score. ReHo within left amygdala/olfactory cortex/putamen (AMYG/OLF/PUT) was decreased, which was correlated with anxiety and autonomic dysfunction. Also, increased ReHo in the left supplementary motor area/paracentral lobule was positively correlated with the rapid eye movement sleep behavior disorder screening questionnaire. FOG converters exhibited diminished FC in the basal ganglia, limbic area, and cognitive control cortex, as compared with non-converters. The prediction model combined ReHo of basal ganglia and limbic area, with PIGD score was the best predictor of FOG conversion. CONCLUSION: The current results suggested that abnormal ReHo and FC in the basal ganglia, limbic area, and cognitive control cortex may occur in the early stage of FOG. Basal ganglia and limbic area dysfunction combined with higher PIGD score are useful for the early recognition of FOG conversion.
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spelling pubmed-103702782023-07-27 Regional homogeneity and functional connectivity of freezing of gait conversion in Parkinson’s disease Bao, Yiqing Ya, Yang Liu, Jing Zhang, Chenchen Wang, Erlei Fan, Guohua Front Aging Neurosci Neuroscience BACKGROUND: Freezing of gait (FOG) is common in the late stage of Parkinson’s disease (PD), which can lead to disability and impacts the quality of life. Therefore, early recognition is crucial for therapeutic intervention. We aimed to explore the abnormal regional homogeneity (ReHo) and functional connectivity (FC) in FOG converters and evaluate their diagnostic values. METHODS: The data downloaded from the Parkinson’s Disease Progression Markers Project (PPMI) cohort was subdivided into PD-FOG converters (n = 16) and non-converters (n = 17) based on whether FOG appeared during the 3-year follow-up; 16 healthy controls were well-matched. ReHo and FC analyses were used to explore the variations in spontaneous activity and interactions between significant regions among three groups of baseline data. Correlations between clinical variables and the altered ReHo values were assessed in FOG converter group. Last, logistic regression and receiver operating characteristic curve (ROC) were used to predict diagnostic value. RESULTS: Compared with the non-converters, FOG converters had reduced ReHo in the bilateral medial superior frontal gyrus (SFGmed), which was negatively correlated with the postural instability and gait difficulty (PIGD) score. ReHo within left amygdala/olfactory cortex/putamen (AMYG/OLF/PUT) was decreased, which was correlated with anxiety and autonomic dysfunction. Also, increased ReHo in the left supplementary motor area/paracentral lobule was positively correlated with the rapid eye movement sleep behavior disorder screening questionnaire. FOG converters exhibited diminished FC in the basal ganglia, limbic area, and cognitive control cortex, as compared with non-converters. The prediction model combined ReHo of basal ganglia and limbic area, with PIGD score was the best predictor of FOG conversion. CONCLUSION: The current results suggested that abnormal ReHo and FC in the basal ganglia, limbic area, and cognitive control cortex may occur in the early stage of FOG. Basal ganglia and limbic area dysfunction combined with higher PIGD score are useful for the early recognition of FOG conversion. Frontiers Media S.A. 2023-07-12 /pmc/articles/PMC10370278/ /pubmed/37502425 http://dx.doi.org/10.3389/fnagi.2023.1179752 Text en Copyright © 2023 Bao, Ya, Liu, Zhang, Wang and Fan. 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
Bao, Yiqing
Ya, Yang
Liu, Jing
Zhang, Chenchen
Wang, Erlei
Fan, Guohua
Regional homogeneity and functional connectivity of freezing of gait conversion in Parkinson’s disease
title Regional homogeneity and functional connectivity of freezing of gait conversion in Parkinson’s disease
title_full Regional homogeneity and functional connectivity of freezing of gait conversion in Parkinson’s disease
title_fullStr Regional homogeneity and functional connectivity of freezing of gait conversion in Parkinson’s disease
title_full_unstemmed Regional homogeneity and functional connectivity of freezing of gait conversion in Parkinson’s disease
title_short Regional homogeneity and functional connectivity of freezing of gait conversion in Parkinson’s disease
title_sort regional homogeneity and functional connectivity of freezing of gait conversion in parkinson’s disease
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10370278/
https://www.ncbi.nlm.nih.gov/pubmed/37502425
http://dx.doi.org/10.3389/fnagi.2023.1179752
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