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