Literature DB >> 30190259

Predicting Genotype and Survival in Glioma Using Standard Clinical MR Imaging Apparent Diffusion Coefficient Images: A Pilot Study from The Cancer Genome Atlas.

C-C Wu1,2,3, R Jain4,5, A Radmanesh3, L M Poisson6, W-Y Guo1,2, D Zagzag7, M Snuderl7, D G Placantonakis5, J Golfinos5, A S Chi8.   

Abstract

BACKGROUND AND
PURPOSE: Few studies have shown MR imaging features and ADC correlating with molecular markers and survival in patients with glioma. Our purpose was to correlate MR imaging features and ADC with molecular subtyping and survival in adult diffuse gliomas.
MATERIALS AND METHODS: Presurgical MRIs and ADC maps of 131 patients with diffuse gliomas and available molecular and survival data from The Cancer Genome Atlas were reviewed. MR imaging features, ADC (obtained by ROIs within the lowest ADC area), and mean relative ADC values were evaluated to predict isocitrate dehydrogenase (IDH) mutation, 1p/19q codeletion status, MGMT promoter methylation, and overall survival.
RESULTS: IDH wild-type gliomas tended to exhibit enhancement, necrosis, and edema; >50% enhancing area (P < .001); absence of a cystic area (P = .013); and lower mean relative ADC (median, 1.1 versus 1.6; P < .001) than IDH-mutant gliomas. By means of a cutoff value of 1.08 for mean relative ADC, IDH-mutant and IDH wild-type gliomas with lower mean relative ADC (<1.08) had poorer survival than those with higher mean relative ADC (median survival time, 24.2 months; 95% CI, 0.0-54.9 months versus 62.0 months; P = .003; and median survival time, 10.4 months; 95% CI, 4.4-16.4 months versus 17.7 months; 95% CI, 11.6-23.7 months; P = .041, respectively), regardless of World Health Organization grade. Median survival of those with IDH-mutant glioma with low mean relative ADC was not significantly different from that in those with IDH wild-type glioma. Other MR imaging features were not statistically significant predictors of survival.
CONCLUSIONS: IDH wild-type glioma showed lower ADC values, which also correlated with poor survival in both IDH-mutant and IDH wild-type gliomas, irrespective of histologic grade. A subgroup with IDH-mutant gliomas with lower ADC had dismal survival similar to that of those with IDH wild-type gliomas.
© 2018 by American Journal of Neuroradiology.

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Year:  2018        PMID: 30190259     DOI: 10.3174/ajnr.A5794

Source DB:  PubMed          Journal:  AJNR Am J Neuroradiol        ISSN: 0195-6108            Impact factor:   3.825


  15 in total

1.  Prognostic Value of Preoperative MRI Metrics for Diffuse Lower-Grade Glioma Molecular Subtypes.

Authors:  P Darvishi; P P Batchala; J T Patrie; L M Poisson; M-B Lopes; R Jain; C E Fadul; D Schiff; S H Patel
Journal:  AJNR Am J Neuroradiol       Date:  2020-04-23       Impact factor: 3.825

2.  Increased intratumoral infiltration in IDH wild-type lower-grade gliomas observed with diffusion tensor imaging.

Authors:  Eric Aliotta; Prem P Batchala; David Schiff; Beatriz M Lopes; Jason T Druzgal; Sugoto Mukherjee; Sohil H Patel
Journal:  J Neurooncol       Date:  2019-09-17       Impact factor: 4.130

3.  Conventional MRI features of adult diffuse glioma molecular subtypes: a systematic review.

Authors:  Arian Lasocki; Mustafa Anjari; Suna Ӧrs Kokurcan; Stefanie C Thust
Journal:  Neuroradiology       Date:  2020-08-25       Impact factor: 2.804

4.  MR Imaging Characteristics and ADC Histogram Metrics for Differentiating Molecular Subgroups of Pediatric Low-Grade Gliomas.

Authors:  S Shrot; A Kerpel; J Belenky; M Lurye; C Hoffmann; M Yalon
Journal:  AJNR Am J Neuroradiol       Date:  2022-08-25       Impact factor: 4.966

5.  MRI features predict tumor grade in isocitrate dehydrogenase (IDH)-mutant astrocytoma and oligodendroglioma.

Authors:  David A Joyner; John Garrett; Prem P Batchala; Bharath Rama; Joshua R Ravicz; James T Patrie; Maria-B Lopes; Camilo E Fadul; David Schiff; Rajan Jain; Sohil H Patel
Journal:  Neuroradiology       Date:  2022-08-12       Impact factor: 2.995

6.  Correction to: Advanced imaging in adult diffusely infiltrating low-grade gliomas.

Authors:  Nail Bulakbaşı; Yahya Paksoy
Journal:  Insights Imaging       Date:  2020-04-22

Review 7.  Advanced imaging in adult diffusely infiltrating low-grade gliomas.

Authors:  Nail Bulakbaşı; Yahya Paksoy
Journal:  Insights Imaging       Date:  2019-12-18

8.  A Comparative Study of 2 Different Segmentation Methods of ADC Histogram for Differentiation Genetic Subtypes in Lower-Grade Diffuse Gliomas.

Authors:  Dan Liu; Shuai-Xiang Gao; Hong-Fan Liao; Jing-Mei Xu; Ming Wen
Journal:  Biomed Res Int       Date:  2020-09-28       Impact factor: 3.411

Review 9.  Advancements in Neuroimaging to Unravel Biological and Molecular Features of Brain Tumors.

Authors:  Francesco Sanvito; Antonella Castellano; Andrea Falini
Journal:  Cancers (Basel)       Date:  2021-01-23       Impact factor: 6.639

10.  Comparison of Genetic Profiles and Prognosis of High-Grade Gliomas Using Quantitative and Qualitative MRI Features: A Focus on G3 Gliomas.

Authors:  Eun Kyoung Hong; Seung Hong Choi; Dong Jae Shin; Sang Won Jo; Roh Eul Yoo; Koung Mi Kang; Tae Jin Yun; Ji Hoon Kim; Chul Ho Sohn; Sung Hye Park; Jae Kyoung Won; Tae Min Kim; Chul Kee Park; Il Han Kim; Soon Tae Lee
Journal:  Korean J Radiol       Date:  2020-09-10       Impact factor: 3.500

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