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Neuroradiology |
1 From the Division of Neuroradiology, Department of Neurology (C.S., N.R., A.D., B.K., E.N., K.S.), Department of Neurosurgery (V.M.T.), and Institute of Medical Biometry and Applied Informatics (J.D.), University of Heidelberg Medical School, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany. Received January 13, 2006; revision requested March 10; revision received April 27; accepted May 5; final version accepted October 12. Address correspondence to C.S. (e-mail: christoph_stippich{at}med.uni-heidelberg.de).
| ABSTRACT |
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Materials and Methods: The study was approved by the responsible ethics commission, and patients gave written informed consent. Eighty-one patients (36 female and 45 male patients; age range, 775 years) with different brain tumors underwent blood oxygen leveldependent functional MR imaging at 1.5 T with two paradigms: sentence generation (SG) and word generation (WG). Functional MR imaging measurements, data processing, and evaluation were fully standardized by using dedicated software. Four regions of interest were evaluated in each patient: the Broca and Wernicke areas and their anatomic homologues in the right hemisphere. Statistics were calculated.
Results: The SG and WG paradigms were successfully completed by all (100%) and 70 (86%) patients, respectively. Success rates in localizing and lateralizing language were 96% for the Broca and Wernicke areas with the SG paradigm, 81% for the Broca area and 80% for the Wernicke area with the WG paradigm, and 98% for both areas when the SG and WG paradigms were used in combination. Functional localizations were consistent for SG and WG paradigms in the inferior frontal gyrus (Broca area) and the superior temporal, supramarginal, and angular gyri (Wernicke area). Surgery was not performed in seven patients (9%) and was modified in two patients (2%) because of functional MR imaging findings.
Conclusion: Functional MR imaging proved to be feasible during routine diagnostic neuroimaging for localizing and lateralizing language function preoperatively.
© RSNA, 2007
| INTRODUCTION |
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Imaging techniquesin particular, magnetic resonance (MR) imagingprovide detailed morphologic information on brain disease. However, morphologic imaging is of limited diagnostic value before surgery for tumors in close spatial relationship to the functional cortex, because such imaging is unable to measure and visualize brain function. The "hand knob" of the precentral gyrus, responsible for motor hand function, is the only reliable morphologic landmark for identifying a functionally important brain area (1). Brain sites essential for language cannot be localized by using morphologic criteria alone (2).
Preoperative functional MR imaging can provide such diagnostic information: With functional MR imaging, it is possible to determine the language-dominant hemisphere (3,4) and the spatial relationships between brain tumors and language areas before surgery (5,6). This facilitates the selection of candidates and the strategy for neurosurgery, leading to function-preserving resections. Because of its noninvasiveness and preoperative availability, functional MR imaging offers major advantages over the traditional reference procedures that are based on intraoperative electrocorticography (2) or intraarterial administration of barbiturates (the Wada test) (7). There is broad evidence from combined functional MR imaging studies with electrocorticography (5,6,8) or Wada testing (3,4,9) that confirms the spatial accuracy and validity of preoperative functional MR imaging for localizing and lateralizing language function. However, the results of language lateralization are not perfectly consistent across different studies owing to differences in experimental design and limitations intrinsic to the method.
Because no guidelines exist for clinical functional MR imaging examinations, including guidelines for analysis and medical interpretation, each investigator must establish his or her own standards. Important prerequisites for the clinical use of functional MR imaging are optimization, standardization, and evaluation in larger cohorts of patients.
The objective of this study, therefore, was to prospectively assess the feasibility of standardized presurgical functional MR imaging for localizing the Broca and Wernicke areas and for lateralizing language function.
| MATERIALS AND METHODS |
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The 81 frontal and temporoparietal lobe tumors included 58 gliomas (30 World Health Organization [WHO] grade II, 12 WHO grade III, and 16 WHO grade IV tumors), seven metastases (two from adenocarcinoma, two from lung cancer, two from malignant melanoma, and one from renal clear cell carcinoma), and one malignant pleomorphic cell tumor. Seven patients had cavernous angiomas, three patients had cortical dysplasia, and one patient had a brain abscess. Four histologic diagnoses were not available.
Presurgical functional MR imaging was performed in 70 patients with left-sided tumors60 right-handed, seven left-handed, and three ambidextrous persons. Eleven patients with right-sided tumorsseven left-handers and four right-handerswere also included in the study on the basis of clinical signs and symptoms (language deficits).
At the time of functional MR imaging, 32 patients had aphasic symptoms; none of the patients was globally aphasic. Forty-eight patients presented with other tumor-associated neurologic deficits such as epilepsy (n = 34), paresis (n = 8), impaired sensibility (n = 3), and disturbance in vision (n = 3). All clinical data were provided by one author (V.M.T.) and compiled by another (N.R.).
Standardized Functional and Morphologic MR Imaging
Functional and morphologic whole-head imaging was performed by using a clinical 1.5-T MR system (EDGE; Marconi, Cleveland, Ohio) and a conventional head coil. Preformed foam cushions were used for biparietotemporal head fixation that spared the temporomandibular joint.
Blood oxygen leveldependent (BOLD) contrast functional images were acquired by using a T2*-weighted single-shot gradient-echo echo planar imaging sequence (repetition time msec/echo time msec, 3000/80; field of view, 256 x 256 mm; matrix, 128 x 128 voxels; pulse angle, 90°; 22 transverse sections; section thickness, 5 mm; intersection gap, 1 mm). After functional MR imaging measurements were obtained, a contrast agent (gadopentetate dimeglumine [Magnevist; Schering, Berlin, Germany] or gadodiamide [Omniscan; Amersham Büchler, Braunschweig, Germany]) was administered at 0.2 mL per kilogram of body weight, and additional T1-weighted morphologic three-dimensional data were acquired in all patients (with their heads in an unchanged position) for the overlay of activation maps on morphologic images (radiofrequency-spoiled fast low-angle shot [FLASH] sequence; 30/4.4; with 135 transverse sections and a section thickness of 1.3 mm in patients undergoing neuronavigation and 120 sagittal sections and a section thickness of 1.5 mm in all other patients).
The functional MR imaging protocol was based on visually triggered nonvocalized sentence generation (SG) and word generation (WG) (11) (Fig 1). During the training that preceded all functional MR imaging examinations, both paradigms were adapted at the stimulation computer to each patient's individual linguistic abilities in an attempt to increase both the technical success rate and the localization-achieved success rate (LSR), along with high BOLD signal intensity and high correlation of the measured BOLD signals with the applied hemodynamic reference function (HRF). Therefore, the trigger frequency was varied systematically within the standardized asymmetric block design (four 36-second periods of stimulation alternating with five 18-second periods of rest) (12). Both paradigms were adjusted and then trained until there were no learning effects.
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Standardized Processing and Evaluation of Individual Morphologic and Functional MR Imaging Data
The processing of all morphologic and functional MR imaging data was performed by one of two authors (C.S., with 9 years of experience, or E.N., with 4 years of experience). All morphologic and functional MR images were evaluated by one author (C.S.).
Software (BrainVoyager; BrainInnovation, Maastricht, the Netherlands) was used for standardized processing and evaluation of all morphologic and functional MR imaging data. The software's functions included motion correction, spatial and temporal smoothing, and a voxelwise calculation of BOLD activations with linear cross correlations (see Statistical Analysis section for details). Data processing was automated, except for the overlay of functional on morphologic MR images, which was performed manually. The time needed for offline processing was approximately 70 minutes for each patient, including 20 minutes personal expenditure time (the time needed to perform all manual steps in data processing and evaluation).
On morphologic three-dimensional MR images, anatomic brain structures affected by the tumors were assessed according to criteria and landmarks established by Naidich et al (13).
Four regions of interest were evaluated for language activation: (a) the Broca area in the left inferior frontal gyrus (Brodmann areas BA44, 45); (b) the Wernicke area in the left superior temporal gyrus (BA22), the adjacent superior temporal sulcus, the middle temporal gyrus (BA21, 22), the supramarginal gyrus (BA40), and/or the angular gyrus (BA39); (c) the anatomically homologous areas to the Broca area in the right hemisphere; and (d) the anatomically homologous areas to the Wernicke area in the right hemisphere.
After the functional activation maps were overlaid on the corresponding morphologic three-dimensional data, the functional MR imaging data were evaluated on an individual basis by using a standardized approach (11,12): To achieve a precise determination of the anatomic correlates of the different functional activations by also eliminating very small clusters in the activation maps, the empirically proved cluster size of 36 mm3 was applied as standard. At first, a very high statistical threshold value for the correlation (r) between the measured BOLD signals and the HRF was selected so that no functional activation was displayed (empty map). This threshold was then continually reduced. As a result, the activation with the highest correlation with the HRF that exceeded the cluster size of 36 mm3 was displayed first. Through further reduction of the threshold, activations in other functional areas with a lower correlation between the measured BOLD signals and the HRF were displayed in a hierarchic order. This procedure was continued until activations were identified in all regions of interest (Fig 3).
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Language dominance was determined on the basis of regional lateralization indexes that were calculated separately for the Broca area and right hemisphere Broca area homologue and the Wernicke area and right hemisphere Wernicke area homologue according to the following established equation (11): LI = (nVxL nVxR)/(nVxL + nVxR), where LI is the lateralization index, nVxL is the number of activated voxels at a particular threshold in the left hemisphere, and nVxR is the number of activated voxels at a particular threshold in the right hemisphere.
Validity of Functional Language Localization and Lateralization
The validity of functional MR imaging language localization and lateralization with the SG and WG paradigms was assessed in eight patients in comparison to established reference procedures: electrocorticography (n = 2, V.M.T.), Wada testing (n = 3, C.S.), or both (n = 3).
Statistical Analysis
In the BrainVoyager software, the functional activations were calculated by correlating the measured data in each voxel with the time course of the applied HRF, which resulted in the correlation coefficient r indicating the strength of covariation. An r value of 1.0 indicates perfect agreement of the data time course and the model (HRF); an r value of 0, no covariation; and an r value of 1, perfect opposition. Covariation of measured data and HRF was considered for P < .05. All calculations of lateralization index and descriptive statistics (absolute and relative frequencies) were performed by two authors (N.R. and J.D.) with software (SAS, version 8.2; SAS Institute, Cary, NC). Technical success rates and LSRs were calculated for either task (SG and WG) and for the combination of both tasks (SG plus WG).
| RESULTS |
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The SG paradigm enabled localization of the right hemisphere Broca area homologue in 68 patients (LSR, 84%) and the right hemisphere Wernicke area homologue in 65 patients (LSR, 80%). The WG paradigm enabled localization of the right hemisphere Broca area homologue in 60 patients (LSR, 74%) and the right hemisphere Wernicke area homologue in 53 patients (LSR, 65%). In all cases, subthreshold BOLD activation (r < 0.4) was the reason for the lower LSR in the right than in the left hemisphere. When both paradigms were used in combination, the Broca and Wernicke areas could be localized in 79 patients (LSR, 98%), the right hemisphere Broca area homologue could be localized in 73 patients (LSR, 90%), and the right hemisphere Wernicke area homologue could be localized in 72 patients (LSR, 89%) (Tables 3, 4; Fig 4).
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As a result of preoperative functional MR imaging results, surgery was not performed in seven patients (9%), who underwent radiation therapy instead. Surgery was modified to partial resections in two other patients (2%) who had large malignant gliomas.
Validation of Preoperative Functional MR Imaging Protocol
Electrocorticographic results confirmed the correct preoperative functional localization of the Broca area in two patients and the Wernicke area in three patients. Results of Wada testing confirmed correct preoperative language lateralization in six patients (Figs 5, 6).
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| DISCUSSION |
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Because the imaging protocol requires a measuring time of only 8 minutes for two different language paradigms, functional MR imaging can be implemented easily into routine diagnostic neuroimaging. Important prerequisites for successful examinations were as follows: First, standardized imaging procedures based on nonvocalized language paradigms with stable head fixation that helped reduce motion artifacts (14); second, the adaptation of the stimulation to each patient's individual linguistic abilities during the training prior to functional MR imaging; third, visual stimulation with optical correction, which made examination of patients with impaired vision possible; and finally, the evaluation of data with a dynamic statistical threshold.
In presurgical functional MR imaging, the application of two different paradigms providing consistent functional localizations (11) proved to be useful. Most aphasic patients found it easier to perform SG than WG, because SG required only reproduction of standardized sentences. In two patients, however, functional MR imaging failed to depict language areas because the BOLD signals were subthreshold. The fact that diagnostic evaluation of one data set (with the SG paradigm) was impossible because of motion artifacts also emphasizes the importance of multiple measurements in clinical functional MR imaging. In this particular case, functional MR imaging for language localization could be performed successfully with the second paradigm (WG). The use of multiple paradigms has the further advantages of allowing consideration of several linguistically important components of human language in presurgical functional neuroimaging (15) and of improving the assessment of hemispheric dominance (16).
However, owing to limitations intrinsic to the method, functional MR imaging does not provide a quantitative measure of brain activation and hemispheric dominance. Functional MR imaging language lateralization depends on the paradigms applied (17), on the brain's workload associated with a particular language task (12), and on the statistical threshold used for data evaluation. Accordingly, in the absence of factors that influence language lateralization such as left-handedness (18), any "atypical" language dominance (equal, mixed, or right dominance) suggested by presurgical functional MR imaging cannot be attributed solely to tumor-associated "neuroplastic" changes (19). In such patients, additional validation with established reference procedures should be considered (Fig 5).
The validity of presurgical functional MR imaging for language localization has been confirmed by others (36,8,9,2022) with electrocorticography or Wada testing and was therefore not the topic of this work. However, the agreement between functional MR imaging and reference procedures was not perfect in all of these previous studies and depended on differences in experimental setup, functional MR imaging protocols, data processing, and evaluation procedures. Considering the invasiveness of both reference procedures, the validity of our specific presurgical functional MR imaging procedure was assessed in only a limited number of patients, but there was broad agreement between the results obtained.
Real-time functional MR imaging (23,24) enables one to assess the success of functional MR imaging examinations during each measurement, such that erroneous measurements can be detected immediately and repeated. This may further increase the technical success of presurgical functional MR imaging. Until now, the functionality of the available real-time software is still limited compared with that of established offline-processing tools, justifying the additional time needed for semiautomated data processing.
Methodologic limitations of functional MR imaging that may lead to altered BOLD signals or localization errors should be taken into consideration in patients with malignant gliomas, highly vascularized metastases, or cerebral arteriovenous malformations (2528). These alterations result from neovascularization, vascular compression, or altered vascular autoregulation. When functional images are superimposed on morphologic three-dimensional images or are used for neuronavigation, localization inaccuracies, which are usually less than 5 mm in size, can occur (29,30). Preoperatively acquired images do not correctly reflect intraoperative conditions. After the dura is opened, loss of cerebrospinal fluid and tissue removal cause brain shift (31,32).
It is important to note that resection borders cannot be determined reliably from functional MR images because the spatial extent of the BOLD clusters and the euclidean coordinates of the centers of gravity change with the statistical threshold. However, functional MR imaging is capable of precisely localizing the center of a functional area within the gyrus that needs to be protected during surgery. Multiple linguistically different language paradigmswhich should be used in presurgical functional MR imaging to better account for the complexity of human language functionmay activate slightly different locations within the same functional area (eg, Broca or Wernicke), indicating that all these different locations should be preserved.
This study had limitations regarding the evaluation of the effect of presurgical functional MR imaging on therapeutic decisions, neurosurgical procedures, and clinical outcome. To this end, controlled prospective trials based on standardized functional MR imaging need to be conducted in the futuretrials that should include a detailed documentation of therapeutic decisions and of functionally guided neurosurgery, along with pre- and postoperative neuropsychologic assessment of language function.
In conclusion, presurgical functional MR imaging can be considered feasible for language localization and lateralization during routine clinical neuroimaging, if methodologic limitations and potential sources of error are accounted for and examinations are standardized. In that case, the method has great potential to assist function-preserving treatment in patients with brain tumors and to substantially reduce the number of invasive measures needed during the diagnostic work-up and during surgery. To further establish functional MR imaging as a diagnostic neuroimaging procedure, a consensus on stimulation paradigms, imaging protocols, data processing, and medical interpretation of functional MR imaging data is imperative.
| ADVANCE IN KNOWLEDGE |
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| ACKNOWLEDGMENTS |
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| FOOTNOTES |
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Abbreviations: BOLD = blood oxygen level dependent FLASH = fast low-angle shot HRF = hemodynamic reference function LSR = localization-achieved success rate SG = sentence generation WG = word generation WHO = World Health Organization
Authors stated no financial relationship to disclose.
Author contributions: Guarantor of integrity of entire study, C.S.; study concepts/study design or data acquisition or data analysis/interpretation, all authors; manuscript drafting or manuscript revision for important intellectual content, all authors; manuscript final version approval, all authors; literature research, C.S., N.R., A.D.; clinical studies, C.S., B.K., E.N., V.M.T.; statistical analysis, N.R., J.D., E.N.; and manuscript editing, C.S., N.R., A.D., B.K., V.M.T., K.S.
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