Cargando…
Multi‐networks connectivity at baseline predicts the clinical efficacy of left angular gyrus‐navigated rTMS in the spectrum of Alzheimer's disease: A sham‐controlled study
INTRODUCTION: Neuro‐navigated repetitive transcranial magnetic stimulation (rTMS) is effective in alleviating cognitive deficits in Alzheimer's disease (AD). However, the strategy for target determination and the mechanisms for cognitive improvement remain unclear. METHODS: One hundred and thir...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10352882/ https://www.ncbi.nlm.nih.gov/pubmed/36942495 http://dx.doi.org/10.1111/cns.14177 |
_version_ | 1785074606650949632 |
---|---|
author | Chen, Hai‐Feng Sheng, Xiao‐Ning Yang, Zhi‐Yuan Shao, Peng‐Fei Xu, Heng‐Heng Qin, Ruo‐Meng Zhao, Hui Bai, Feng |
author_facet | Chen, Hai‐Feng Sheng, Xiao‐Ning Yang, Zhi‐Yuan Shao, Peng‐Fei Xu, Heng‐Heng Qin, Ruo‐Meng Zhao, Hui Bai, Feng |
author_sort | Chen, Hai‐Feng |
collection | PubMed |
description | INTRODUCTION: Neuro‐navigated repetitive transcranial magnetic stimulation (rTMS) is effective in alleviating cognitive deficits in Alzheimer's disease (AD). However, the strategy for target determination and the mechanisms for cognitive improvement remain unclear. METHODS: One hundred and thirteen elderly subjects were recruited in this study, including both cross‐sectional (n = 79) and longitudinal experiments (the rTMS group: n = 24; the sham group: n = 10). The cross‐sectional experiment explored the precise intervention target based on the cortical–hippocampal network. The longitudinal experiment investigated the clinical efficacy of neuro‐navigated rTMS treatment over a four‐week period and explored its underlying neural mechanism using seed‐based and network‐based analysis. Finally, we applied connectome‐based predictive modeling to predict the rTMS response using these functional features at baseline. RESULTS: RTMS at a targeted site of the left angular gyrus (MNI: −45, −67, 38) significantly induced cognitive improvement in memory and language function (p < 0.001). The improved cognition correlated with the default mode network (DMN) subsystems. Furthermore, the connectivity patterns of DMN subsystems (r = 0.52, p = 0.01) or large‐scale networks (r = 0.85, p = 0.001) at baseline significantly predicted the Δ language cognition after the rTMS treatment. The connectivity patterns of DMN subsystems (r = 0.47, p = 0.019) or large‐scale networks (r = 0.80, p = 0.001) at baseline could predict the Δ memory cognition after the rTMS treatment. CONCLUSION: These findings suggest that neuro‐navigated rTMS targeting the left angular gyrus could improve cognitive function in AD patients. Importantly, dynamic regulation of the intra‐ and inter‐DMN at baseline may represent a potential predictor for favorable rTMS treatment response in patients with cognitive impairment. |
format | Online Article Text |
id | pubmed-10352882 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-103528822023-07-19 Multi‐networks connectivity at baseline predicts the clinical efficacy of left angular gyrus‐navigated rTMS in the spectrum of Alzheimer's disease: A sham‐controlled study Chen, Hai‐Feng Sheng, Xiao‐Ning Yang, Zhi‐Yuan Shao, Peng‐Fei Xu, Heng‐Heng Qin, Ruo‐Meng Zhao, Hui Bai, Feng CNS Neurosci Ther Original Articles INTRODUCTION: Neuro‐navigated repetitive transcranial magnetic stimulation (rTMS) is effective in alleviating cognitive deficits in Alzheimer's disease (AD). However, the strategy for target determination and the mechanisms for cognitive improvement remain unclear. METHODS: One hundred and thirteen elderly subjects were recruited in this study, including both cross‐sectional (n = 79) and longitudinal experiments (the rTMS group: n = 24; the sham group: n = 10). The cross‐sectional experiment explored the precise intervention target based on the cortical–hippocampal network. The longitudinal experiment investigated the clinical efficacy of neuro‐navigated rTMS treatment over a four‐week period and explored its underlying neural mechanism using seed‐based and network‐based analysis. Finally, we applied connectome‐based predictive modeling to predict the rTMS response using these functional features at baseline. RESULTS: RTMS at a targeted site of the left angular gyrus (MNI: −45, −67, 38) significantly induced cognitive improvement in memory and language function (p < 0.001). The improved cognition correlated with the default mode network (DMN) subsystems. Furthermore, the connectivity patterns of DMN subsystems (r = 0.52, p = 0.01) or large‐scale networks (r = 0.85, p = 0.001) at baseline significantly predicted the Δ language cognition after the rTMS treatment. The connectivity patterns of DMN subsystems (r = 0.47, p = 0.019) or large‐scale networks (r = 0.80, p = 0.001) at baseline could predict the Δ memory cognition after the rTMS treatment. CONCLUSION: These findings suggest that neuro‐navigated rTMS targeting the left angular gyrus could improve cognitive function in AD patients. Importantly, dynamic regulation of the intra‐ and inter‐DMN at baseline may represent a potential predictor for favorable rTMS treatment response in patients with cognitive impairment. John Wiley and Sons Inc. 2023-03-21 /pmc/articles/PMC10352882/ /pubmed/36942495 http://dx.doi.org/10.1111/cns.14177 Text en © 2023 The Authors. CNS Neuroscience & Therapeutics published by John Wiley & Sons Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Articles Chen, Hai‐Feng Sheng, Xiao‐Ning Yang, Zhi‐Yuan Shao, Peng‐Fei Xu, Heng‐Heng Qin, Ruo‐Meng Zhao, Hui Bai, Feng Multi‐networks connectivity at baseline predicts the clinical efficacy of left angular gyrus‐navigated rTMS in the spectrum of Alzheimer's disease: A sham‐controlled study |
title | Multi‐networks connectivity at baseline predicts the clinical efficacy of left angular gyrus‐navigated rTMS in the spectrum of Alzheimer's disease: A sham‐controlled study |
title_full | Multi‐networks connectivity at baseline predicts the clinical efficacy of left angular gyrus‐navigated rTMS in the spectrum of Alzheimer's disease: A sham‐controlled study |
title_fullStr | Multi‐networks connectivity at baseline predicts the clinical efficacy of left angular gyrus‐navigated rTMS in the spectrum of Alzheimer's disease: A sham‐controlled study |
title_full_unstemmed | Multi‐networks connectivity at baseline predicts the clinical efficacy of left angular gyrus‐navigated rTMS in the spectrum of Alzheimer's disease: A sham‐controlled study |
title_short | Multi‐networks connectivity at baseline predicts the clinical efficacy of left angular gyrus‐navigated rTMS in the spectrum of Alzheimer's disease: A sham‐controlled study |
title_sort | multi‐networks connectivity at baseline predicts the clinical efficacy of left angular gyrus‐navigated rtms in the spectrum of alzheimer's disease: a sham‐controlled study |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10352882/ https://www.ncbi.nlm.nih.gov/pubmed/36942495 http://dx.doi.org/10.1111/cns.14177 |
work_keys_str_mv | AT chenhaifeng multinetworksconnectivityatbaselinepredictstheclinicalefficacyofleftangulargyrusnavigatedrtmsinthespectrumofalzheimersdiseaseashamcontrolledstudy AT shengxiaoning multinetworksconnectivityatbaselinepredictstheclinicalefficacyofleftangulargyrusnavigatedrtmsinthespectrumofalzheimersdiseaseashamcontrolledstudy AT yangzhiyuan multinetworksconnectivityatbaselinepredictstheclinicalefficacyofleftangulargyrusnavigatedrtmsinthespectrumofalzheimersdiseaseashamcontrolledstudy AT shaopengfei multinetworksconnectivityatbaselinepredictstheclinicalefficacyofleftangulargyrusnavigatedrtmsinthespectrumofalzheimersdiseaseashamcontrolledstudy AT xuhengheng multinetworksconnectivityatbaselinepredictstheclinicalefficacyofleftangulargyrusnavigatedrtmsinthespectrumofalzheimersdiseaseashamcontrolledstudy AT qinruomeng multinetworksconnectivityatbaselinepredictstheclinicalefficacyofleftangulargyrusnavigatedrtmsinthespectrumofalzheimersdiseaseashamcontrolledstudy AT zhaohui multinetworksconnectivityatbaselinepredictstheclinicalefficacyofleftangulargyrusnavigatedrtmsinthespectrumofalzheimersdiseaseashamcontrolledstudy AT baifeng multinetworksconnectivityatbaselinepredictstheclinicalefficacyofleftangulargyrusnavigatedrtmsinthespectrumofalzheimersdiseaseashamcontrolledstudy |