Back to Search Start Over

Targeted gene expression profiling predicts meningioma outcomes and radiotherapy responses.

Authors :
Chen WC
Choudhury A
Youngblood MW
Polley MC
Lucas CG
Mirchia K
Maas SLN
Suwala AK
Won M
Bayley JC
Harmanci AS
Harmanci AO
Klisch TJ
Nguyen MP
Vasudevan HN
McCortney K
Yu TJ
Bhave V
Lam TC
Pu JK
Li LF
Leung GK
Chan JW
Perlow HK
Palmer JD
Haberler C
Berghoff AS
Preusser M
Nicolaides TP
Mawrin C
Agnihotri S
Resnick A
Rood BR
Chew J
Young JS
Boreta L
Braunstein SE
Schulte J
Butowski N
Santagata S
Spetzler D
Bush NAO
Villanueva-Meyer JE
Chandler JP
Solomon DA
Rogers CL
Pugh SL
Mehta MP
Sneed PK
Berger MS
Horbinski CM
McDermott MW
Perry A
Bi WL
Patel AJ
Sahm F
Magill ST
Raleigh DR
Source :
Nature medicine [Nat Med] 2023 Dec; Vol. 29 (12), pp. 3067-3076. Date of Electronic Publication: 2023 Nov 09.
Publication Year :
2023

Abstract

Surgery is the mainstay of treatment for meningioma, the most common primary intracranial tumor, but improvements in meningioma risk stratification are needed and indications for postoperative radiotherapy are controversial. Here we develop a targeted gene expression biomarker that predicts meningioma outcomes and radiotherapy responses. Using a discovery cohort of 173 meningiomas, we developed a 34-gene expression risk score and performed clinical and analytical validation of this biomarker on independent meningiomas from 12 institutions across 3 continents (N = 1,856), including 103 meningiomas from a prospective clinical trial. The gene expression biomarker improved discrimination of outcomes compared with all other systems tested (N = 9) in the clinical validation cohort for local recurrence (5-year area under the curve (AUC) 0.81) and overall survival (5-year AUC 0.80). The increase in AUC compared with the standard of care, World Health Organization 2021 grade, was 0.11 for local recurrence (95% confidence interval 0.07 to 0.17, P < 0.001). The gene expression biomarker identified meningiomas benefiting from postoperative radiotherapy (hazard ratio 0.54, 95% confidence interval 0.37 to 0.78, P = 0.0001) and suggested postoperative management could be refined for 29.8% of patients. In sum, our results identify a targeted gene expression biomarker that improves discrimination of meningioma outcomes, including prediction of postoperative radiotherapy responses.<br /> (© 2023. The Author(s), under exclusive licence to Springer Nature America, Inc.)

Details

Language :
English
ISSN :
1546-170X
Volume :
29
Issue :
12
Database :
MEDLINE
Journal :
Nature medicine
Publication Type :
Academic Journal
Accession number :
37944590
Full Text :
https://doi.org/10.1038/s41591-023-02586-z