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Molecular classification to refine surgical and radiotherapeutic decision-making in meningioma
Nature Medicine ( IF 58.7 ) Pub Date : 2024-08-21 , DOI: 10.1038/s41591-024-03167-4
Justin Z Wang 1, 2, 3 , Vikas Patil 1, 3 , Alexander P Landry 1, 2, 3 , Chloe Gui 1, 2, 3 , Andrew Ajisebutu 1, 3 , Jeff Liu 1, 3 , Olli Saarela 4 , Stephanie L Pugh 5 , Minhee Won 5 , Zeel Patel 6 , Rebeca Yakubov 1, 3 , Ramneet Kaloti 1, 3 , Christopher Wilson 7 , Aaron Cohen-Gadol 8 , Mohamed A Zaazoue 9, 10 , Ghazaleh Tabatabai 11, 12, 13 , Marcos Tatagiba 14 , Felix Behling 14 , Damian A Almiron Bonnin 15 , Eric C Holland 16 , Tim J Kruser 17 , Jill S Barnholtz-Sloan 18, 19, 20 , Andrew E Sloan 21 , Craig Horbinski 22, 23 , Silky Chotai 24 , Lola B Chambless 24 , Andrew Gao 25 , Alexander D Rebchuk 26 , Serge Makarenko 26 , Stephen Yip 27 , Felix Sahm 28, 29 , Sybren L N Maas 30, 31 , Derek S Tsang 32 , , C Leland Rogers 33 , Kenneth Aldape 34 , Farshad Nassiri 1, 2, 3 , Gelareh Zadeh 1, 2, 3, 35
Affiliation  

Treatment of the tumor and dural margin with surgery and sometimes radiation are cornerstones of therapy for meningioma. Molecular classifications have provided insights into the biology of disease; however, response to treatment remains heterogeneous. In this study, we used retrospective data on 2,824 meningiomas, including molecular data on 1,686 tumors and 100 prospective meningiomas, from the RTOG-0539 phase 2 trial to define molecular biomarkers of treatment response. Using propensity score matching, we found that gross tumor resection was associated with longer progression-free survival (PFS) across all molecular groups and longer overall survival in proliferative meningiomas. Dural margin treatment (Simpson grade 1/2) prolonged PFS compared to no treatment (Simpson grade 3). Molecular group classification predicted response to radiotherapy, including in the RTOG-0539 cohort. We subsequently developed a molecular model to predict response to radiotherapy that discriminates outcome better than standard-of-care classification. This study highlights the potential for molecular profiling to refine surgical and radiotherapy decision-making.



中文翻译:


分子分类以改进脑膜瘤的手术和放射治疗决策



通过手术和有时放疗治疗肿瘤和硬脑膜边缘是脑膜瘤治疗的基础。分子分类为疾病生物学提供了见解;然而,对治疗的反应仍然存在异质性。在这项研究中,我们使用了来自 RTOG-0539 2 期试验的 2,824 例脑膜瘤的回顾性数据,包括 1,686 例肿瘤和 100 例前瞻性脑膜瘤的分子数据,以确定治疗反应的分子生物标志物。使用倾向评分匹配,我们发现大体肿瘤切除与所有分子组的较长无进展生存期 (PFS) 和增殖性脑膜瘤的总生存期较长相关。与不治疗(Simpson 3 级)相比,硬脑膜切缘治疗(Simpson 1/2 级)延长了 PFS。分子组分类预测了对放疗的反应,包括 RTOG-0539 队列。我们随后开发了一个分子模型来预测对放疗的反应,该模型比标准护理分类更能区分结果。这项研究强调了分子分析在改进手术和放疗决策方面的潜力。

更新日期:2024-08-21
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