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帕金森病中神经生理活动与感觉运动皮层形态测量之间的多变量关联

Multivariate Associations Between Neurophysiological Activity and Sensory Motor Cortical Morphometry in Parkinson's Disease.

作者信息

Mirpour Koorosh, Alijanpourotaghsara Amirreza, Pouratian Nader

机构信息

Neurological Surgery Department, UT Southwestern Medical Center, 5303 Harry Hines Blvd , Dallas, 75390, TX, US.

出版信息

bioRxiv. 2025 Jul 31:2025.07.28.667342. doi: 10.1101/2025.07.28.667342.

DOI:10.1101/2025.07.28.667342
PMID:40766432
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12324308/
Abstract

Parkinson's disease (PD) involves progressive neurodegeneration and distinctive structural and functional alterations in cortico-basal ganglia circuits. This study proposes bridging the gap between structural and functional biomarkers to uncover fundamental mechanisms underlying PD pathophysiology and support more comprehensive diagnostic and therapeutic approaches. We examined 50 PD patients using high-resolution MRI to quantify cortical thickness, surface area, and volume in sensorimotor regions, alongside intraoperative neurophysiological recordings of spectral power, burst parameters, and coherence. Pairwise correlation and Sparse Partial Least Squares analyses revealed significant low-dimensional latent relationships, particularly linking cortical atrophy in Brodmann areas BA1-BA6 with alpha and low-beta burst abnormalities. These associations remained robust after controlling for age, disease duration, and symptom severity, and were absent in a control cohort with essential tremor. These findings highlight the value of multimodal approaches for uncovering structure-function interactions in PD and highlight the potential of integrated biomarkers for improving diagnosis and treatment strategies.

摘要

帕金森病(PD)涉及皮质-基底神经节回路的进行性神经退行性变以及独特的结构和功能改变。本研究旨在弥合结构和功能生物标志物之间的差距,以揭示PD病理生理学的基本机制,并支持更全面的诊断和治疗方法。我们使用高分辨率MRI对50例PD患者进行了检查,以量化感觉运动区域的皮质厚度、表面积和体积,同时进行术中神经生理学记录,包括频谱功率、爆发参数和相干性。成对相关性分析和稀疏偏最小二乘分析揭示了显著的低维潜在关系,特别是将布罗德曼区域BA1-BA6的皮质萎缩与α和低β爆发异常联系起来。在控制年龄、病程和症状严重程度后,这些关联仍然稳健,并且在特发性震颤对照队列中不存在。这些发现凸显了多模态方法在揭示PD结构-功能相互作用方面的价值,并突出了整合生物标志物在改善诊断和治疗策略方面的潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/59f6/12324308/fa07fa96b8c0/nihpp-2025.07.28.667342v1-f0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/59f6/12324308/d498740c2489/nihpp-2025.07.28.667342v1-f0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/59f6/12324308/6a402e8aceb8/nihpp-2025.07.28.667342v1-f0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/59f6/12324308/5598e588e0c5/nihpp-2025.07.28.667342v1-f0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/59f6/12324308/907ab59b72ae/nihpp-2025.07.28.667342v1-f0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/59f6/12324308/fa07fa96b8c0/nihpp-2025.07.28.667342v1-f0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/59f6/12324308/d498740c2489/nihpp-2025.07.28.667342v1-f0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/59f6/12324308/6a402e8aceb8/nihpp-2025.07.28.667342v1-f0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/59f6/12324308/5598e588e0c5/nihpp-2025.07.28.667342v1-f0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/59f6/12324308/907ab59b72ae/nihpp-2025.07.28.667342v1-f0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/59f6/12324308/fa07fa96b8c0/nihpp-2025.07.28.667342v1-f0005.jpg

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本文引用的文献

1
Hypo-connectivity of the primary somatosensory cortex in Parkinson's disease: a resting-state functional MRI study.帕金森病患者初级体感皮层的低连接性:一项静息态功能磁共振成像研究。
Front Neurol. 2024 Apr 30;15:1361063. doi: 10.3389/fneur.2024.1361063. eCollection 2024.
2
Alterations of Cortical Structure and Neurophysiology in Parkinson's Disease Are Aligned with Neurochemical Systems.帕金森病皮质结构和神经生理学的改变与神经化学系统相吻合。
Ann Neurol. 2024 Apr;95(4):802-816. doi: 10.1002/ana.26871. Epub 2024 Jan 12.
3
Exaggerated High-Beta Oscillations are Associated with Cortical Thinning at the Motor Cortex in Parkinson's Disease.
帕金森病患者运动皮层的高β震荡与皮质变薄有关。
Annu Int Conf IEEE Eng Med Biol Soc. 2023 Jul;2023:1-4. doi: 10.1109/EMBC40787.2023.10341040.
4
Structural connectivity and brain network analyses in Parkinson's disease: A cross-sectional and longitudinal study.帕金森病的结构连通性与脑网络分析:一项横断面和纵向研究。
Front Neurol. 2023 Mar 23;14:1137780. doi: 10.3389/fneur.2023.1137780. eCollection 2023.
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The interplay between structural and functional connectivity in early stage Parkinson's disease patients.早期帕金森病患者结构连接和功能连接的相互作用。
J Neurol Sci. 2022 Nov 15;442:120452. doi: 10.1016/j.jns.2022.120452. Epub 2022 Oct 10.
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Canonical Correlation Analysis and Partial Least Squares for Identifying Brain-Behavior Associations: A Tutorial and a Comparative Study.典型相关分析和偏最小二乘法在识别脑-行为关联中的应用:教程和比较研究。
Biol Psychiatry Cogn Neurosci Neuroimaging. 2022 Nov;7(11):1055-1067. doi: 10.1016/j.bpsc.2022.07.012. Epub 2022 Aug 8.
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Simulating the progression of brain structural alterations in Parkinson's disease.模拟帕金森病脑结构改变的进展
NPJ Parkinsons Dis. 2022 Jun 28;8(1):86. doi: 10.1038/s41531-022-00349-0.
8
Subthalamic Beta Activity in Parkinson's Disease May Be Linked to Dorsal Striatum Gray Matter Volume and Prefrontal Cortical Thickness: A Pilot Study.帕金森病中丘脑底核β活动可能与背侧纹状体灰质体积及前额叶皮质厚度相关:一项初步研究。
Front Neurol. 2022 Mar 23;13:799696. doi: 10.3389/fneur.2022.799696. eCollection 2022.
9
Relationship between mutual information and cross-correlation time scale of observability as measures of connectivity strength.互信息和可观测性互相关时间尺度之间的关系作为连接强度的度量。
Chaos. 2021 Jul;31(7):073106. doi: 10.1063/5.0053857.
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Organisational and neuromodulatory underpinnings of structural-functional connectivity decoupling in patients with Parkinson's disease.帕金森病患者结构-功能连接解耦的组织和神经调节基础。
Commun Biol. 2021 Jan 19;4(1):86. doi: 10.1038/s42003-020-01622-9.