Nadkarni Tanvi N, Andreoli Matthew J, Nair Veena A, Yin Peng, Young Brittany M, Kundu Bornali, Pankratz Joshua, Radtke Andrew, Holdsworth Ryan, Kuo John S, Field Aaron S, Baskaya Mustafa K, Moritz Chad H, Meyerand M Elizabeth, Prabhakaran Vivek
Department of Radiology, University of Wisconsin - Madison, USA.
Medical Scientist Training Program, University of Wisconsin - Madison, USA.
Neuroimage Clin. 2014 Dec 24;7:415-23. doi: 10.1016/j.nicl.2014.12.014. eCollection 2015.
Functional magnetic resonance imaging (fMRI) is a non-invasive pre-surgical tool used to assess localization and lateralization of language function in brain tumor and vascular lesion patients in order to guide neurosurgeons as they devise a surgical approach to treat these lesions. We investigated the effect of varying the statistical thresholds as well as the type of language tasks on functional activation patterns and language lateralization. We hypothesized that language lateralization indices (LIs) would be threshold- and task-dependent.
Imaging data were collected from brain tumor patients (n = 67, average age 48 years) and vascular lesion patients (n = 25, average age 43 years) who received pre-operative fMRI scanning. Both patient groups performed expressive (antonym and/or letter-word generation) and receptive (tumor patients performed text-reading; vascular lesion patients performed text-listening) language tasks. A control group (n = 25, average age 45 years) performed the letter-word generation task.
Brain tumor patients showed left-lateralization during the antonym-word generation and text-reading tasks at high threshold values and bilateral activation during the letter-word generation task, irrespective of the threshold values. Vascular lesion patients showed left-lateralization during the antonym and letter-word generation, and text-listening tasks at high threshold values.
Our results suggest that the type of task and the applied statistical threshold influence LI and that the threshold effects on LI may be task-specific. Thus identifying critical functional regions and computing LIs should be conducted on an individual subject basis, using a continuum of threshold values with different tasks to provide the most accurate information for surgical planning to minimize post-operative language deficits.
功能磁共振成像(fMRI)是一种非侵入性的术前工具,用于评估脑肿瘤和血管病变患者语言功能的定位和侧化,以指导神经外科医生制定治疗这些病变的手术方案。我们研究了改变统计阈值以及语言任务类型对功能激活模式和语言侧化的影响。我们假设语言侧化指数(LI)将依赖于阈值和任务。
收集了接受术前fMRI扫描的脑肿瘤患者(n = 67,平均年龄48岁)和血管病变患者(n = 25,平均年龄43岁)的成像数据。两组患者均执行表达性(反义词和/或字母-单词生成)和接受性(脑肿瘤患者执行文本阅读;血管病变患者执行文本听力)语言任务。一个对照组(n = 25,平均年龄45岁)执行字母-单词生成任务。
脑肿瘤患者在高阈值下的反义词-单词生成和文本阅读任务中表现出左侧化,在字母-单词生成任务中表现出双侧激活,与阈值无关。血管病变患者在高阈值下的反义词和字母-单词生成以及文本听力任务中表现出左侧化。
我们的结果表明,任务类型和应用的统计阈值会影响LI,并且阈值对LI的影响可能具有任务特异性。因此,识别关键功能区域并计算LI应基于个体受试者进行,使用不同任务的连续阈值,为手术规划提供最准确的信息,以尽量减少术后语言缺陷。