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静息态独立成分分析在累及运动区脑肿瘤患者术前评价中的应用
引用本文:王引言,伊慧明,赵澎,王磊,宋明,王江飞. 静息态独立成分分析在累及运动区脑肿瘤患者术前评价中的应用[J]. 中华脑科疾病与康复杂志(电子版), 2011, 0(1): 15-18
作者姓名:王引言  伊慧明  赵澎  王磊  宋明  王江飞
作者单位:[1]首都医科大学附属北京天坛医院神经外科,100050 [2]中国医学科学院血液病医院放射科 ,100050 [3]中国科学院自动化研究所,100050
基金项目:国家重点基础研究发展计划(2011CB707804);北京市科技计划首都临床特色应用研究项目资助(D101100050010007)
摘    要:目的将静息态功能连接成像及独立成分分析处理方法引入神经外科,作为脑肿瘤切除术前制定手术方案的一种辅助手段。方法通过采集其术前静息态功能成像及手指运动任务下功能成像数据,分析比较了3例累及运动区的脑胶质瘤患者的功能区定位情况,利用固有连接得到激活分布和手动任务下激活图,并采用唤醒术中皮层电刺激的方法确定了手指运动区。结果通过固有连接相关分析得到的感觉运动区的位置与任务下磁共振成像显示的感觉运动区位置相似,并与术中皮层电刺激得到的精确定位相一致。3例患者术后运动功能保留良好。结论静息态功能连接成像是术前定位患者皮层重要功能区及辅助制定外科手术计划的有效手段。其与术中直接电刺激技术得到的结果具有很好的一致性。同时,这项技术与传统的任务下功能磁共振成像相比,有更加广泛的临床适应对象。

关 键 词:神经胶质瘤  功能磁共振成像  静息态  独立成分分析  手术计划

Application of independent component analysis in presurgical planning for patients with motor area brain tumors
WANG Yin-yan,YI Hui-ming,ZHAO Peng,WANG Lei,SONG Ming,WANG Jiang-fei. Application of independent component analysis in presurgical planning for patients with motor area brain tumors[J]. The Chinese brain disease and rehabilitation magazine (electronic version), 2011, 0(1): 15-18
Authors:WANG Yin-yan  YI Hui-ming  ZHAO Peng  WANG Lei  SONG Ming  WANG Jiang-fei
Affiliation:( Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing 100050, China )
Abstract:Objective To introduce a functional image technique using resting state correlation mapping and independent component analysis (ICA) as a potential aid for presurgieal planning of brain tumor resection. Methods Three patients with brain tumors involving the motor area participated in this study. We compared the resting state correlation mapping to task elicited activation obtained by functional magnetic resonance imaging (fMRI) scanning. All the 3 patients received the awake craniotomy and their hand functional cortex were marked using direct cortical stimulation intraoperatively. Results The hand motor area defined based on the spontaneous activity correlation mapping were similar to the area localized by finger movement tasks, and also consistent with cortical stimulation mapping. All of the patients had good motor function postoperatively. Conclusions Resting state correlation mapping is feasible to localize the sensorimotor cortex in patients for presurgieal planning. Such method correlates well with direct cortical stimulation and provides more applicable opportunities on clinical patients in comparison to traditional task-elicit fMRI.
Keywords:Glioma  Functional magnetic resonance imaging  Resting state  Independent component analysis  Presurgical planning
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