Back to Search Start Over

Image-based metric of invasiveness predicts response to adjuvant temozolomide for primary glioblastoma.

Authors :
Massey SC
White H
Whitmire P
Doyle T
Johnston SK
Singleton KW
Jackson PR
Hawkins-Daarud A
Bendok BR
Porter AB
Vora S
Sarkaria JN
Hu LS
Mrugala MM
Swanson KR
Source :
PloS one [PLoS One] 2020 Mar 27; Vol. 15 (3), pp. e0230492. Date of Electronic Publication: 2020 Mar 27 (Print Publication: 2020).
Publication Year :
2020

Abstract

Background: Temozolomide (TMZ) has been the standard-of-care chemotherapy for glioblastoma (GBM) patients for more than a decade. Despite this long time in use, significant questions remain regarding how best to optimize TMZ therapy for individual patients. Understanding the relationship between TMZ response and factors such as number of adjuvant TMZ cycles, patient age, patient sex, and image-based tumor features, might help predict which GBM patients would benefit most from TMZ, particularly for those whose tumors lack O6-methylguanine-DNA methyltransferase (MGMT) promoter methylation.<br />Methods and Findings: Using a cohort of 90 newly-diagnosed GBM patients treated according to the standard of care, we examined the relationships between several patient and tumor characteristics and volumetric and survival outcomes during adjuvant chemotherapy. Volumetric changes in MR imaging abnormalities during adjuvant therapy were used to assess TMZ response. T1Gd volumetric response is associated with younger patient age, increased number of TMZ cycles, longer time to nadir volume, and decreased tumor invasiveness. Moreover, increased adjuvant TMZ cycles corresponded with improved volumetric response only among more nodular tumors, and this volumetric response was associated with improved survival outcomes. Finally, in a subcohort of patients with known MGMT methylation status, methylated tumors were more diffusely invasive than unmethylated tumors, suggesting the improved response in nodular tumors is not driven by a preponderance of MGMT methylated tumors.<br />Conclusions: Our finding that less diffusely invasive tumors are associated with greater volumetric response to TMZ suggests patients with these tumors may benefit from additional adjuvant TMZ cycles, even for those without MGMT methylation.<br />Competing Interests: The authors have declared that no competing interests exist.

Details

Language :
English
ISSN :
1932-6203
Volume :
15
Issue :
3
Database :
MEDLINE
Journal :
PloS one
Publication Type :
Academic Journal
Accession number :
32218600
Full Text :
https://doi.org/10.1371/journal.pone.0230492