Literature DB >> 26654181

Identifying preoperative language tracts and predicting postoperative functional recovery using HARDI q-ball fiber tractography in patients with gliomas.

Eduardo Caverzasi1,2, Shawn L Hervey-Jumper3, Kesshi M Jordan4, Iryna V Lobach5, Jing Li3, Valentina Panara6, Caroline A Racine3, Vanitha Sankaranarayanan7, Bagrat Amirbekian1,4, Nico Papinutto1, Mitchel S Berger3, Roland G Henry1,7,4.   

Abstract

OBJECT Diffusion MRI has uniquely enabled in vivo delineation of white matter tracts, which has been applied to the segmentation of eloquent pathways for intraoperative mapping. The last decade has also seen the development from earlier diffusion tensor models to higher-order models, which take advantage of high angular resolution diffusion-weighted imaging (HARDI) techniques. However, these advanced methods have not been widely implemented for routine preoperative and intraoperative mapping. The authors report on the application of residual bootstrap q-ball fiber tracking for routine mapping of potentially functional language pathways, the development of a system for rating tract injury to evaluate the impact on clinically assessed language function, and initial results predicting long-term language deficits following glioma resection. METHODS The authors have developed methods for the segmentation of 8 putative language pathways including dorsal phonological pathways and ventral semantic streams using residual bootstrap q-ball fiber tracking. Furthermore, they have implemented clinically feasible preoperative acquisition and processing of HARDI data to delineate these pathways for neurosurgical application. They have also developed a rating scale based on the altered fiber tract density to estimate the degree of pathway injury, applying these ratings to a subset of 35 patients with pre- and postoperative fiber tracking. The relationships between specific pathways and clinical language deficits were assessed to determine which pathways are predictive of long-term language deficits following surgery. RESULTS This tracking methodology has been routinely implemented for preoperative mapping in patients with brain gliomas who have undergone awake brain tumor resection at the University of California, San Francisco (more than 300 patients to date). In this particular study the authors investigated the white matter structure status and language correlation in a subcohort of 35 subjects both pre- and postsurgery. The rating scales developed for fiber pathway damage were found to be highly reproducible and provided significant correlations with language performance. Preservation of the left arcuate fasciculus (AF) and the temporoparietal component of the superior longitudinal fasciculus (SLF-tp) was consistent in all patients without language deficits (p < 0.001) at the long-term follow-up. Furthermore, in patients with short-term language deficits, the AF and/or SLF-tp were affected, and damage to these 2 pathways was predictive of a long-term language deficit (p = 0.005). CONCLUSIONS The authors demonstrated the successful application of q-ball tracking in presurgical planning for language pathways in brain tumor patients and in assessing white matter tract integrity postoperatively to predict long-term language dysfunction. These initial results predicting long-term language deficits following tumor resection indicate that postoperative injury to dorsal language pathways may be prognostic for long-term clinical language deficits. Study results suggest the importance of dorsal stream tract preservation to reduce language deficits in patients undergoing glioma resection, as well as the potential prognostic value of assessing postoperative injury to dorsal language pathways to predict long-term clinical language deficits.

Entities:  

Keywords:  AF = arcuate fasciculus; AFTD = altered fiber tractography density; CD = clinical deficit; CRT set = clinically relevant tract set; DTI = diffusion tensor imaging; FA = fractional anisotropy; GTR = gross-total resection; HARDI = high angular resolution diffusion-weighted imaging; HGG = high-grade glioma; IFOF = inferior frontooccipital fasciculus; ILF = inferior longitudinal fasciculus; IR-SPGR = inversion-recovery spoiled gradient echo; ISM = intraoperative stimulation mapping; LGG = low-grade glioma; MNI = Montreal Neurological Institute; MST set = minimally sufficient tract set; MdLF = middle longitudinal fasciculus; ODF = orientation distribution function; ROI = region of interest; SLF = superior longitudinal fasciculus; SLF-II&III = SLF components II and III; SLF-tp = temporoparietal component of SLF; UF = uncinate fasciculus; brain tumor; language; oncology; presurgical planning; q-ball; tractography; white matter

Mesh:

Year:  2015        PMID: 26654181     DOI: 10.3171/2015.6.JNS142203

Source DB:  PubMed          Journal:  J Neurosurg        ISSN: 0022-3085            Impact factor:   5.115


  38 in total

1.  Structure tensor informed fibre tractography at 3T.

Authors:  Kwok-Shing Chan; David G Norris; José P Marques
Journal:  Hum Brain Mapp       Date:  2018-07-21       Impact factor: 5.038

2.  White matter compromise in autism? Differentiating motion confounds from true differences in diffusion tensor imaging.

Authors:  Seraphina K Solders; Ruth A Carper; Ralph-Axel Müller
Journal:  Autism Res       Date:  2017-05-15       Impact factor: 5.216

3.  Roles of ventral versus dorsal pathways in language production: An awake language mapping study.

Authors:  S K Ries; V Piai; D Perry; S Griffin; K Jordan; R Henry; R T Knight; M S Berger
Journal:  Brain Lang       Date:  2019-02-12       Impact factor: 2.381

Review 4.  Advances in computational and statistical diffusion MRI.

Authors:  Lauren J O'Donnell; Alessandro Daducci; Demian Wassermann; Christophe Lenglet
Journal:  NMR Biomed       Date:  2017-11-14       Impact factor: 4.044

Review 5.  Functional MRI for Surgery of Gliomas.

Authors:  Antonella Castellano; Sara Cirillo; Lorenzo Bello; Marco Riva; Andrea Falini
Journal:  Curr Treat Options Neurol       Date:  2017-08-23       Impact factor: 3.598

Review 6.  The Glioma-Network Interface: A Review of the Relationship Between Glioma Molecular Subtype and Intratumoral Function.

Authors:  Jacob S Young; Ramin A Morshed; Andrew J Gogos; Dominic Amara; Javier E Villanueva-Meyer; Mitchel S Berger; Shawn L Hervey-Jumper
Journal:  Neurosurgery       Date:  2020-11-16       Impact factor: 4.654

7.  Empirical consideration of the effects of acquisition parameters and analysis model on clinically feasible q-ball imaging.

Authors:  Kurt G Schilling; Vishwesh Nath; Justin A Blaber; Prasanna Parvathaneni; Adam W Anderson; Bennett A Landman
Journal:  Magn Reson Imaging       Date:  2017-04-24       Impact factor: 2.546

8.  Structural connectivity of the human anterior temporal lobe: A diffusion magnetic resonance imaging study.

Authors:  Nico Papinutto; Sebastiano Galantucci; Maria Luisa Mandelli; Benno Gesierich; Jorge Jovicich; Eduardo Caverzasi; Roland G Henry; William W Seeley; Bruce L Miller; Kevin A Shapiro; Maria Luisa Gorno-Tempini
Journal:  Hum Brain Mapp       Date:  2016-03-04       Impact factor: 5.038

Review 9.  Surgical oncology for gliomas: the state of the art.

Authors:  Nader Sanai; Mitchel S Berger
Journal:  Nat Rev Clin Oncol       Date:  2017-11-21       Impact factor: 66.675

Review 10.  Central Nervous System Plasticity Influences Language and Cognitive Recovery in Adult Glioma.

Authors:  Saritha Krishna; Sofia Kakaizada; Nyle Almeida; David Brang; Shawn Hervey-Jumper
Journal:  Neurosurgery       Date:  2021-09-15       Impact factor: 4.654

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