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A Prognostic Gene-Expression Signature and Risk Score for Meningioma Recurrence After Resection.

Authors :
Chen WC
Vasudevan HN
Choudhury A
Pekmezci M
Lucas CG
Phillips J
Magill ST
Susko MS
Braunstein SE
Oberheim Bush NA
Boreta L
Nakamura JL
Villanueva-Meyer JE
Sneed PK
Perry A
McDermott MW
Solomon DA
Theodosopoulos PV
Raleigh DR
Source :
Neurosurgery [Neurosurgery] 2020 Dec 15; Vol. 88 (1), pp. 202-210.
Publication Year :
2020

Abstract

Background: Prognostic markers for meningioma are needed to risk-stratify patients and guide postoperative surveillance and adjuvant therapy.<br />Objective: To identify a prognostic gene signature for meningioma recurrence and mortality after resection using targeted gene-expression analysis.<br />Methods: Targeted gene-expression analysis was used to interrogate a discovery cohort of 96 meningiomas and an independent validation cohort of 56 meningiomas with comprehensive clinical follow-up data from separate institutions. Bioinformatic analysis was used to identify prognostic genes and generate a gene-signature risk score between 0 and 1 for local recurrence.<br />Results: We identified a 36-gene signature of meningioma recurrence after resection that achieved an area under the curve of 0.86 in identifying tumors at risk for adverse clinical outcomes. The gene-signature risk score compared favorably to World Health Organization (WHO) grade in stratifying cases by local freedom from recurrence (LFFR, P < .001 vs .09, log-rank test), shorter time to failure (TTF, F-test, P < .0001), and overall survival (OS, P < .0001 vs .07) and was independently associated with worse LFFR (relative risk [RR] 1.56, 95% CI 1.30-1.90) and OS (RR 1.32, 95% CI 1.07-1.64), after adjusting for clinical covariates. When tested on an independent validation cohort, the gene-signature risk score remained associated with shorter TTF (F-test, P = .002), compared favorably to WHO grade in stratifying cases by OS (P = .003 vs P = .10), and was significantly associated with worse OS (RR 1.86, 95% CI 1.19-2.88) on multivariate analysis.<br />Conclusion: The prognostic meningioma gene-expression signature and risk score presented may be useful for identifying patients at risk for recurrence.<br /> (Copyright © 2020 by the Congress of Neurological Surgeons.)

Details

Language :
English
ISSN :
1524-4040
Volume :
88
Issue :
1
Database :
MEDLINE
Journal :
Neurosurgery
Publication Type :
Academic Journal
Accession number :
32860417
Full Text :
https://doi.org/10.1093/neuros/nyaa355