Resting-State fMRI to Map Language Function for Surgical Planning in Patients With Brain Tumors: A Feasibility Study

IF 2.3 4区 医学 Q3 CLINICAL NEUROLOGY
Annalisa Bozzano, Laura Barletta, Stefano Caneva, Monica Truffelli, Elisa Bennicelli, Giacomo Rebella, Gianluigi Zona, Lucio Castellan
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Abstract

Background and Purpose

In neurosurgery, functional MRI is crucial for preoperative planning to obtain the cortical cortex map of language areas. This preliminary work involved analyzing the functional MRIs of 20 oncological patients. Our question is if resting-state functional MRI (rs-fMRI) can replace standard task-based functional MRI (tb-fMRI) in routine clinical applications. The aim of this challenge is to determine if rs-fMRI is as effective as tb-fMRI and to develop a systematic approach for the extraction of a cortical language map.

Methods

We started by analyzing our rs-fMRI images and validated the correct mapping of language regions using an independent components analysis approach; then, we used the analysis of connectivity networks to compare the two techniques.

Results

The regions identified in rs-fMRI align with established medical knowledge; a comparison of rs-fMRI and tb-fMRI reveals that the four language regions—Broca's and Wernicke's areas in both hemispheres—exhibit activation in both techniques; furthermore, we highlighted that rs-fMRI reveals more comprehensive details about functional connectivity in contrast to tb-fMRI.

Conclusions

rs-MRI and tb-MRI provide similar levels of efficacy in revealing the functional areas of the brain for preoperative mapping when a lesion lies in areas related to language; thus, both techniques can be utilized for this goal. Based on this, we developed an rs-fMRI processing pipeline for clinical usage and applied it to a patient outside the study.

Abstract Image

静息状态功能磁共振成像绘制脑肿瘤患者手术计划的语言功能:可行性研究
背景与目的在神经外科手术中,功能MRI对术前规划获取语言区皮层图至关重要。这项初步工作包括分析20名肿瘤患者的功能性核磁共振成像。我们的问题是静息状态功能MRI (rs-fMRI)能否在常规临床应用中取代标准的基于任务的功能MRI (tb-fMRI)。这项挑战的目的是确定rs-fMRI是否与tb-fMRI一样有效,并开发一种系统的方法来提取皮层语言地图。方法首先对rs-fMRI图像进行分析,利用独立分量分析方法验证语言区域的正确映射;然后,我们使用连通性网络分析来比较两种技术。结果磁共振成像识别的脑区与已有的医学知识一致;通过对rs-fMRI和tb-fMRI的比较,我们发现大脑的四个语言区域——两个半球的broca’s和Wernicke’s区域——在这两种技术中都被激活了;此外,我们强调,与tb-fMRI相比,rs-fMRI揭示了更全面的功能连接细节。结论:rs-MRI和tb-MRI在揭示与语言相关的脑损伤区域的术前定位功能区域方面提供了相似的效果;因此,这两种技术都可以用于实现这一目标。在此基础上,我们开发了一种临床使用的rs-fMRI处理管道,并将其应用于研究外的患者。
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来源期刊
Journal of Neuroimaging
Journal of Neuroimaging 医学-核医学
CiteScore
4.70
自引率
0.00%
发文量
117
审稿时长
6-12 weeks
期刊介绍: Start reading the Journal of Neuroimaging to learn the latest neurological imaging techniques. The peer-reviewed research is written in a practical clinical context, giving you the information you need on: MRI CT Carotid Ultrasound and TCD SPECT PET Endovascular Surgical Neuroradiology Functional MRI Xenon CT and other new and upcoming neuroscientific modalities.The Journal of Neuroimaging addresses the full spectrum of human nervous system disease, including stroke, neoplasia, degenerating and demyelinating disease, epilepsy, tumors, lesions, infectious disease, cerebral vascular arterial diseases, toxic-metabolic disease, psychoses, dementias, heredo-familial disease, and trauma.Offering original research, review articles, case reports, neuroimaging CPCs, and evaluations of instruments and technology relevant to the nervous system, the Journal of Neuroimaging focuses on useful clinical developments and applications, tested techniques and interpretations, patient care, diagnostics, and therapeutics. Start reading today!
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