Literature DB >> 28751449

T2-FLAIR Mismatch, an Imaging Biomarker for IDH and 1p/19q Status in Lower-grade Gliomas: A TCGA/TCIA Project.

Sohil H Patel1, Laila M Poisson2, Daniel J Brat3, Yueren Zhou2, Lee Cooper4,5, Matija Snuderl6, Cheddhi Thomas6, Ana M Franceschi7, Brent Griffith8, Adam E Flanders9, John G Golfinos10, Andrew S Chi10,11, Rajan Jain12,10.   

Abstract

Purpose: Lower-grade gliomas (WHO grade II/III) have been classified into clinically relevant molecular subtypes based on IDH and 1p/19q mutation status. The purpose was to investigate whether T2/FLAIR MRI features could distinguish between lower-grade glioma molecular subtypes.Experimental Design: MRI scans from the TCGA/TCIA lower grade glioma database (n = 125) were evaluated by two independent neuroradiologists to assess (i) presence/absence of homogenous signal on T2WI; (ii) presence/absence of "T2-FLAIR mismatch" sign; (iii) sharp or indistinct lesion margins; and (iv) presence/absence of peritumoral edema. Metrics with moderate-substantial agreement underwent consensus review and were correlated with glioma molecular subtypes. Somatic mutation, DNA copy number, DNA methylation, gene expression, and protein array data from the TCGA lower-grade glioma database were analyzed for molecular-radiographic associations. A separate institutional cohort (n = 82) was analyzed to validate the T2-FLAIR mismatch sign.
Results: Among TCGA/TCIA cases, interreader agreement was calculated for lesion homogeneity [κ = 0.234 (0.111-0.358)], T2-FLAIR mismatch sign [κ = 0.728 (0.538-0.918)], lesion margins [κ = 0.292 (0.135-0.449)], and peritumoral edema [κ = 0.173 (0.096-0.250)]. All 15 cases that were positive for the T2-FLAIR mismatch sign were IDH-mutant, 1p/19q non-codeleted tumors (P < 0.0001; PPV = 100%, NPV = 54%). Analysis of the validation cohort demonstrated substantial interreader agreement for the T2-FLAIR mismatch sign [κ = 0.747 (0.536-0.958)]; all 10 cases positive for the T2-FLAIR mismatch sign were IDH-mutant, 1p/19q non-codeleted tumors (P < 0.00001; PPV = 100%, NPV = 76%).Conclusions: Among lower-grade gliomas, T2-FLAIR mismatch sign represents a highly specific imaging biomarker for the IDH-mutant, 1p/19q non-codeleted molecular subtype. Clin Cancer Res; 23(20); 6078-85. ©2017 AACR. ©2017 American Association for Cancer Research.

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Year:  2017        PMID: 28751449     DOI: 10.1158/1078-0432.CCR-17-0560

Source DB:  PubMed          Journal:  Clin Cancer Res        ISSN: 1078-0432            Impact factor:   12.531


  82 in total

1.  MR imaging phenotype correlates with extent of genome-wide copy number abundance in IDH mutant gliomas.

Authors:  Chih-Chun Wu; Rajan Jain; Lucidio Neto; Seema Patel; Laila M Poisson; Jonathan Serrano; Victor Ng; Sohil H Patel; Dimitris G Placantonakis; David Zagzag; John Golfinos; Andrew S Chi; Matija Snuderl
Journal:  Neuroradiology       Date:  2019-05-27       Impact factor: 2.804

2.  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

3.  Features of diffuse gliomas that are misdiagnosed on initial neuroimaging: a case control study.

Authors:  M D Maldonado; P Batchala; D Ornan; C Fadul; D Schiff; J N Itri; R Jain; S H Patel
Journal:  J Neurooncol       Date:  2018-06-29       Impact factor: 4.130

Review 4.  Clinical Imaging for Diagnostic Challenges in the Management of Gliomas: A Review.

Authors:  Alipi V Bonm; Reed Ritterbusch; Patrick Throckmorton; Jerome J Graber
Journal:  J Neuroimaging       Date:  2020-01-10       Impact factor: 2.486

5.  Advanced imaging parameters improve the prediction of diffuse lower-grade gliomas subtype, IDH mutant with no 1p19q codeletion: added value to the T2/FLAIR mismatch sign.

Authors:  Min Kyoung Lee; Ji Eun Park; Youngheun Jo; Seo Young Park; Sang Joon Kim; Ho Sung Kim
Journal:  Eur Radiol       Date:  2019-08-24       Impact factor: 5.315

6.  Non-invasive genotype prediction of chromosome 1p/19q co-deletion by development and validation of an MRI-based radiomics signature in lower-grade gliomas.

Authors:  Yuqi Han; Zhen Xie; Yali Zang; Shuaitong Zhang; Dongsheng Gu; Mu Zhou; Olivier Gevaert; Jingwei Wei; Chao Li; Hongyan Chen; Jiang Du; Zhenyu Liu; Di Dong; Jie Tian; Dabiao Zhou
Journal:  J Neurooncol       Date:  2018-08-10       Impact factor: 4.130

7.  Radiogenomics of lower-grade gliomas: machine learning-based MRI texture analysis for predicting 1p/19q codeletion status.

Authors:  Burak Kocak; Emine Sebnem Durmaz; Ece Ates; Ipek Sel; Saime Turgut Gunes; Ozlem Korkmaz Kaya; Amalya Zeynalova; Ozgur Kilickesmez
Journal:  Eur Radiol       Date:  2019-11-05       Impact factor: 5.315

Review 8.  Neuro-Oncology and Radiogenomics: Time to Integrate?

Authors:  A Lasocki; M A Rosenthal; S J Roberts-Thomson; A Neal; K J Drummond
Journal:  AJNR Am J Neuroradiol       Date:  2020-09-10       Impact factor: 3.825

9.  "Real world" use of a highly reliable imaging sign: "T2-FLAIR mismatch" for identification of IDH mutant astrocytomas.

Authors:  Rajan Jain; Derek R Johnson; Sohil H Patel; Mauricio Castillo; Marion Smits; Martin J van den Bent; Andrew S Chi; Daniel P Cahill
Journal:  Neuro Oncol       Date:  2020-07-07       Impact factor: 12.300

10.  Neuroimaging-Based Classification Algorithm for Predicting 1p/19q-Codeletion Status in IDH-Mutant Lower Grade Gliomas.

Authors:  P P Batchala; T J E Muttikkal; J H Donahue; J T Patrie; D Schiff; C E Fadul; E K Mrachek; M-B Lopes; R Jain; S H Patel
Journal:  AJNR Am J Neuroradiol       Date:  2019-01-31       Impact factor: 3.825

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