The role of resting-state functional MRI for clinical preoperative language mapping

被引:11
作者
Kumar, Vinodh A. [1 ]
Heiba, Islam M. [1 ]
Prabhu, Sujit S. [2 ]
Chen, Melissa M. [1 ]
Colen, Rivka R. [3 ]
Young, Angela L. [1 ]
Johnson, Jason M. [1 ]
Hou, Ping [4 ]
Noll, Kyle [5 ]
Ferguson, Sherise D. [2 ]
Rao, Ganesh [2 ]
Lang, Frederick F. [2 ]
Schomer, Donald F. [1 ]
Liu, Ho-Ling [4 ]
机构
[1] Univ Texas MD Anderson Canc Ctr, Dept Neuroradiol, Houston, TX 77030 USA
[2] Univ Texas MD Anderson Canc Ctr, Dept Neurosurg, Houston, TX 77030 USA
[3] Univ Pittsburgh, Med Ctr, Dept Diagnost Radiol, Pittsburgh, PA USA
[4] Univ Texas MD Anderson Canc Ctr, Dept Imaging Phys, Houston, TX 77030 USA
[5] Univ Texas MD Anderson Canc Ctr, Dept Neurooncol, Houston, TX 77030 USA
关键词
Functional connectivity; Resting-state fMRI; Seed-based correlation; Regional homogeneity; MOTOR AREA; FMRI; CONNECTIVITY; ACTIVATION; SOFTWARE;
D O I
10.1186/s40644-020-00327-w
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background Task-based functional MRI (tb-fMRI) is a well-established technique used to identify eloquent cortex, but has limitations, particularly in cognitively impaired patients who cannot perform language paradigms. Resting-state functional MRI (rs-fMRI) is a potential alternative modality for presurgical mapping of language networks that does not require task performance. The purpose of our study is to determine the utility of rs-fMRI for clinical preoperative language mapping when tb-fMRI is limited. Methods We retrospectively reviewed 134 brain tumor patients who underwent preoperative fMRI language mapping. rs-fMRI was post-processed with seed-based correlation (SBC) analysis, when language tb-fMRI was limited. Two neuroradiologists reviewed both the tb-fMRI and rs-fMRI results. Six neurosurgeons retrospectively rated the usefulness of rs-fMRI for language mapping in their patients. Results Of the 134 patients, 49 cases had limited tb-fMRI and rs-fMRI was post-processed. Two neuroradiologists found rs-fMRI beneficial for functional language mapping in 41(84%) and 43 (88%) cases respectively; Cohen's kappa is 0.83, with a 95% confidence interval (0.61, 1.00). The neurosurgeons found rs-fMRI "definitely" useful in 26 cases (60%) and "somewhat" useful in 13 cases (30%) in locating potential eloquent language centers of clinical interest. Six unsuccessful rs-fMRI cases were due to: head motion (2 cases), nonspecific functionality connectivity outside the posterior language network (1 case), and an unknown system instability (3 cases). Conclusions This study is a proof of concept that shows SBC rs-fMRI may be a viable alternative for clinical language mapping when tb-fMRI is limited.
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页数:9
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