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本文引用的文献

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Executive dysfunction in Parkinson's disease: a review.帕金森病的执行功能障碍:综述。
J Neuropsychol. 2013 Sep;7(2):193-224. doi: 10.1111/jnp.12028.
2
Resting-state striato-frontal functional connectivity is sensitive to DAT1 genotype and predicts executive function.静息态纹状体-额叶功能连接对多巴胺转运体1(DAT1)基因型敏感,并可预测执行功能。
Cereb Cortex. 2015 Feb;25(2):336-45. doi: 10.1093/cercor/bht229. Epub 2013 Aug 22.
3
Resting functional connectivity reveals residual functional activity in Alzheimer's disease.静息态功能连接揭示了阿尔茨海默病的残余功能活动。
Biol Psychiatry. 2013 Sep 1;74(5):375-83. doi: 10.1016/j.biopsych.2013.04.015. Epub 2013 May 28.
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Differential and distributed effects of dopamine neuromodulations on resting-state network connectivity.多巴胺神经调制对静息态网络连通性的差异和分布式影响。
Neuroimage. 2013 Sep;78:59-67. doi: 10.1016/j.neuroimage.2013.04.034. Epub 2013 Apr 18.
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Rhythm-specific modulation of the sensorimotor network in drug-naive patients with Parkinson's disease by levodopa.左旋多巴对未经药物治疗的帕金森病患者感觉运动网络的节律特异性调节。
Brain. 2013 Mar;136(Pt 3):710-25. doi: 10.1093/brain/awt007. Epub 2013 Feb 18.
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Resting state functional connectivity of the striatum in Parkinson's disease.纹状体在帕金森病中的静息态功能连接。
Brain. 2012 Dec;135(Pt 12):3699-711. doi: 10.1093/brain/aws281. Epub 2012 Nov 28.
7
Default-mode network connectivity in cognitively unimpaired patients with Parkinson disease.帕金森病认知正常患者的默认模式网络连通性。
Neurology. 2012 Dec 4;79(23):2226-32. doi: 10.1212/WNL.0b013e31827689d6. Epub 2012 Oct 24.
8
Basal ganglia circuits changes in Parkinson's disease patients.基底神经节回路在帕金森病患者中的变化。
Neurosci Lett. 2012 Aug 22;524(1):55-9. doi: 10.1016/j.neulet.2012.07.012. Epub 2012 Jul 17.
9
Dopamine-dependent architecture of cortico-subcortical network connectivity.皮质-皮质下网络连接的多巴胺依赖结构。
Cereb Cortex. 2013 Jul;23(7):1509-16. doi: 10.1093/cercor/bhs136. Epub 2012 May 29.
10
Temporally-independent functional modes of spontaneous brain activity.自发脑活动的时间独立功能模式。
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基底神经节网络中的功能连接可区分帕金森病患者与对照组。

Functional connectivity in the basal ganglia network differentiates PD patients from controls.

作者信息

Szewczyk-Krolikowski Konrad, Menke Ricarda A L, Rolinski Michal, Duff Eugene, Salimi-Khorshidi Gholamreza, Filippini Nicola, Zamboni Giovanna, Hu Michele T M, Mackay Clare E

机构信息

From the Nuffield Department of Clinical Neurosciences (K.S.-K., M.R., M.H.), Oxford Parkinson's Disease Centre (OPDC) (K.S.-K., R.A.L.M., M.R., M.T.M.H., C.E.M.), Department of Psychiatry (C.E.M.), and FMRIB Centre (R.A.L.M., E.D., G.S.-K., N.F., G.Z., C.E.M.), University of Oxford, UK.

出版信息

Neurology. 2014 Jul 15;83(3):208-14. doi: 10.1212/WNL.0000000000000592. Epub 2014 Jun 11.

DOI:10.1212/WNL.0000000000000592
PMID:24920856
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC4117363/
Abstract

OBJECTIVE

To examine functional connectivity within the basal ganglia network (BGN) in a group of cognitively normal patients with early Parkinson disease (PD) on and off medication compared to age- and sex-matched healthy controls (HC), and to validate the findings in a separate cohort of participants with PD.

METHODS

Participants were scanned with resting-state fMRI (RS-fMRI) at 3T field strength. Resting-state networks were isolated using independent component analysis. A BGN template was derived from 80 elderly HC participants. BGN maps were compared between 19 patients with PD on and off medication in the discovery group and 19 age- and sex-matched controls to identify a threshold for optimal group separation. The threshold was applied to 13 patients with PD (including 5 drug-naive) in the validation group to establish reproducibility of findings.

RESULTS

Participants with PD showed reduced functional connectivity with the BGN in a wide range of areas. Administration of medication significantly improved connectivity. Average BGN connectivity differentiated participants with PD from controls with 100% sensitivity and 89.5% specificity. The connectivity threshold was tested on the validation cohort and achieved 85% accuracy.

CONCLUSIONS

We demonstrate that resting functional connectivity, measured with MRI using an observer-independent method, is reproducibly reduced in the BGN in cognitively intact patients with PD, and increases upon administration of dopaminergic medication. Our results hold promise for RS-fMRI connectivity as a biomarker in early PD.

CLASSIFICATION OF EVIDENCE

This study provides Class III evidence that average connectivity in the BGN as measured by RS-fMRI distinguishes patients with PD from age- and sex-matched controls.

摘要

目的

在一组认知功能正常的早期帕金森病(PD)患者中,比较其在服药和未服药状态下基底神经节网络(BGN)内的功能连接性,并与年龄和性别匹配的健康对照(HC)进行对比,同时在另一组PD参与者中验证研究结果。

方法

参与者在3T场强下接受静息态功能磁共振成像(RS-fMRI)扫描。使用独立成分分析分离静息态网络。从80名老年HC参与者中得出BGN模板。将发现组中19名PD患者在服药和未服药状态下的BGN图谱与19名年龄和性别匹配的对照进行比较,以确定最佳组间分离的阈值。将该阈值应用于验证组中的13名PD患者(包括5名未服用过药物的患者),以确定研究结果的可重复性。

结果

PD患者在广泛区域内与BGN的功能连接性降低。药物治疗显著改善了连接性。平均BGN连接性区分PD患者和对照的敏感性为100%,特异性为89.5%。在验证队列中测试了连接阈值,准确率达到85%。

结论

我们证明,使用MRI通过一种与观察者无关的方法测量的静息功能连接性,在认知功能完好的PD患者中,BGN的连接性可重复性降低,且在给予多巴胺能药物后增加。我们的结果有望使RS-fMRI连接性成为早期PD的一种生物标志物。

证据分类

本研究提供了III类证据,即通过RS-fMRI测量的BGN平均连接性可区分PD患者和年龄及性别匹配的对照。