Literature DB >> 30094640

Glioblastoma radiomics: can genomic and molecular characteristics correlate with imaging response patterns?

Michael H Soike1, Emory R McTyre2, Nameeta Shah3, Ralph B Puchalski3, Jordan A Holmes4, Anna K Paulsson5, Lance D Miller6, Christina K Cramer2,7, Glenn J Lesser7,8, Roy E Strowd7,9, William H Hinson2, Ryan T Mott10, Annette J Johnson11, Hui-Wen Lo6,7, Adrian W Laxton7,12, Stephen B Tatter7,12, Waldemar Debinski6,7, Michael D Chan2,7.   

Abstract

PURPOSE: For glioblastoma (GBM), imaging response (IR) or pseudoprogression (PSP) is frequently observed after chemoradiation and may connote a favorable prognosis. With tumors categorized by the Cancer Genome Atlas Project (mesenchymal, classical, neural, and proneural) and by methylguanine-methyltransferase (MGMT) methylation status, we attempted to determine if certain genomic or molecular subtypes of GBM were specifically associated with IR or PSP.
METHODS: Patients with GBM treated at two institutions were reviewed. Kaplan-Meier method was used to estimate overall survival (OS) and progression-free survival (PFS). Mantel-cox test determined effect of IR and PSP on OS and PFS. Fisher's exact test was utilized to correlate IR and PSP with genomic subtypes and MGMT status.
RESULTS: Eighty-two patients with GBM were reviewed. The median OS and PFS were 17.9 months and 8.9 months. IR was observed in 28 (40%) and was associated with improved OS (median 29.4 vs 14.5 months p < 0.01) and PFS (median 17.7 vs 5.5 months, p < 0.01). PSP was observed in 14 (19.2%) and trended towards improved PFS (15.0 vs 7.7 months p = 0.08). Tumors with a proneural component had a higher rate of IR compared to those without a proneural component (IR 60% vs 28%; p = 0.03). MGMT methylation was associated with IR (58% vs 24%, p = 0.032), but not PSP (34%, p = 0.10).
CONCLUSION: IR is associated with improved OS and PFS. The proneural subtype and MGMT methylated tumors had higher rates of IR.

Entities:  

Keywords:  Glioblastoma; Imaging response; Pseudoprogression; Radiomics; TCGA subtype

Mesh:

Year:  2018        PMID: 30094640      PMCID: PMC7193682          DOI: 10.1007/s00234-018-2060-y

Source DB:  PubMed          Journal:  Neuroradiology        ISSN: 0028-3940            Impact factor:   2.804


  21 in total

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Journal:  Radiology       Date:  2013-02-07       Impact factor: 11.105

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