Usage of fMRI for pre-surgical planning in brain tumor and vascular lesion patients: Task and statistical threshold effects on language lateralization

Background and purpose: 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...

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Main Authors: Tanvi N. Nadkarni, Matthew J. Andreoli, Veena A. Nair, Peng Yin, Brittany M. Young, Bornali Kundu, Joshua Pankratz, Andrew Radtke, Ryan Holdsworth, John S. Kuo, Aaron S. Field, Mustafa K. Baskaya, Chad H. Moritz, M. Elizabeth Meyerand, Vivek Prabhakaran
Format: Article
Language:English
Published: Elsevier 2015-01-01
Series:NeuroImage: Clinical
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2213158214001995
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spelling doaj-1c2ece2d505440dabb66263cc7f8c3e82020-11-25T00:00:42ZengElsevierNeuroImage: Clinical2213-15822015-01-017C41542310.1016/j.nicl.2014.12.014Usage of fMRI for pre-surgical planning in brain tumor and vascular lesion patients: Task and statistical threshold effects on language lateralizationTanvi N. Nadkarni0Matthew J. Andreoli1Veena A. Nair2Peng Yin3Brittany M. Young4Bornali Kundu5Joshua Pankratz6Andrew Radtke7Ryan Holdsworth8John S. Kuo9Aaron S. Field10Mustafa K. Baskaya11Chad H. Moritz12M. Elizabeth Meyerand13Vivek Prabhakaran14Department of Radiology, University of Wisconsin — Madison, USADepartment of Radiology, University of Wisconsin — Madison, USADepartment of Radiology, University of Wisconsin — Madison, USADepartment of Radiology, University of Wisconsin — Madison, USAMedical Scientist Training Program, University of Wisconsin — Madison, USAMedical Scientist Training Program, University of Wisconsin — Madison, USASchool of Medicine and Public Health, University of Wisconsin — Madison, USASchool of Medicine and Public Health, University of Wisconsin — Madison, USADepartment of Radiology, University of Wisconsin — Madison, USASchool of Medicine and Public Health, University of Wisconsin — Madison, USADepartment of Radiology, University of Wisconsin — Madison, USASchool of Medicine and Public Health, University of Wisconsin — Madison, USADepartment of Radiology, University of Wisconsin — Madison, USADepartment of Radiology, University of Wisconsin — Madison, USADepartment of Radiology, University of Wisconsin — Madison, USA Background and purpose: 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. Materials and methods: 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. Results: 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. Conclusion: 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. http://www.sciencedirect.com/science/article/pii/S2213158214001995fMRILateralization index (LI)ThresholdingTask-specificSurgical planning
collection DOAJ
language English
format Article
sources DOAJ
author Tanvi N. Nadkarni
Matthew J. Andreoli
Veena A. Nair
Peng Yin
Brittany M. Young
Bornali Kundu
Joshua Pankratz
Andrew Radtke
Ryan Holdsworth
John S. Kuo
Aaron S. Field
Mustafa K. Baskaya
Chad H. Moritz
M. Elizabeth Meyerand
Vivek Prabhakaran
spellingShingle Tanvi N. Nadkarni
Matthew J. Andreoli
Veena A. Nair
Peng Yin
Brittany M. Young
Bornali Kundu
Joshua Pankratz
Andrew Radtke
Ryan Holdsworth
John S. Kuo
Aaron S. Field
Mustafa K. Baskaya
Chad H. Moritz
M. Elizabeth Meyerand
Vivek Prabhakaran
Usage of fMRI for pre-surgical planning in brain tumor and vascular lesion patients: Task and statistical threshold effects on language lateralization
NeuroImage: Clinical
fMRI
Lateralization index (LI)
Thresholding
Task-specific
Surgical planning
author_facet Tanvi N. Nadkarni
Matthew J. Andreoli
Veena A. Nair
Peng Yin
Brittany M. Young
Bornali Kundu
Joshua Pankratz
Andrew Radtke
Ryan Holdsworth
John S. Kuo
Aaron S. Field
Mustafa K. Baskaya
Chad H. Moritz
M. Elizabeth Meyerand
Vivek Prabhakaran
author_sort Tanvi N. Nadkarni
title Usage of fMRI for pre-surgical planning in brain tumor and vascular lesion patients: Task and statistical threshold effects on language lateralization
title_short Usage of fMRI for pre-surgical planning in brain tumor and vascular lesion patients: Task and statistical threshold effects on language lateralization
title_full Usage of fMRI for pre-surgical planning in brain tumor and vascular lesion patients: Task and statistical threshold effects on language lateralization
title_fullStr Usage of fMRI for pre-surgical planning in brain tumor and vascular lesion patients: Task and statistical threshold effects on language lateralization
title_full_unstemmed Usage of fMRI for pre-surgical planning in brain tumor and vascular lesion patients: Task and statistical threshold effects on language lateralization
title_sort usage of fmri for pre-surgical planning in brain tumor and vascular lesion patients: task and statistical threshold effects on language lateralization
publisher Elsevier
series NeuroImage: Clinical
issn 2213-1582
publishDate 2015-01-01
description Background and purpose: 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. Materials and methods: 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. Results: 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. Conclusion: 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.
topic fMRI
Lateralization index (LI)
Thresholding
Task-specific
Surgical planning
url http://www.sciencedirect.com/science/article/pii/S2213158214001995
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