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Image-based metric of invasiveness predicts response to adjuvant temozolomide for primary glioblastoma.
- 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
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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.
- Subjects :
- Adolescent
Adult
Age Factors
Aged
Female
Humans
Male
Middle Aged
Neoplasm Invasiveness
Brain Neoplasms diagnostic imaging
Brain Neoplasms drug therapy
Brain Neoplasms metabolism
DNA Methylation drug effects
DNA Modification Methylases metabolism
DNA Repair Enzymes metabolism
DNA, Neoplasm metabolism
Glioblastoma diagnostic imaging
Glioblastoma drug therapy
Glioblastoma metabolism
Magnetic Resonance Imaging
Promoter Regions, Genetic
Temozolomide administration & dosage
Tumor Suppressor Proteins metabolism
Subjects
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