Justin Z. Wang, Vikas Patil, Alexander P. Landry, Chloe Gui, Andrew Ajisebutu, Jeff Liu, Olli Saarela, Stephanie L. Pugh, Minhee Won, Zeel Patel, Rebeca Yakubov, Ramneet Kaloti, Christopher Wilson, Aaron Cohen-Gadol, Mohamed A. Zaazoue, Ghazaleh Tabatabai, Marcos Tatagiba, Felix Behling, Damian A. Almiron Bonnin, Eric C. Holland, Tim J. Kruser, Jill S. Barnholtz-Sloan, Andrew E. Sloan, Craig Horbinski, Silky Chotai, Lola B. Chambless, Andrew Gao, Alexander D. Rebchuk, Serge Makarenko, Stephen Yip, Felix Sahm, Sybren L. N. Maas, Derek S. Tsang, The International Consortium on Meningiomas (ICOM), C. Leland Rogers, Kenneth Aldape, Farshad Nassiri, Gelareh Zadeh
{"title":"Molecular classification to refine surgical and radiotherapeutic decision-making in meningioma","authors":"Justin Z. Wang, Vikas Patil, Alexander P. Landry, Chloe Gui, Andrew Ajisebutu, Jeff Liu, Olli Saarela, Stephanie L. Pugh, Minhee Won, Zeel Patel, Rebeca Yakubov, Ramneet Kaloti, Christopher Wilson, Aaron Cohen-Gadol, Mohamed A. Zaazoue, Ghazaleh Tabatabai, Marcos Tatagiba, Felix Behling, Damian A. Almiron Bonnin, Eric C. Holland, Tim J. Kruser, Jill S. Barnholtz-Sloan, Andrew E. Sloan, Craig Horbinski, Silky Chotai, Lola B. Chambless, Andrew Gao, Alexander D. Rebchuk, Serge Makarenko, Stephen Yip, Felix Sahm, Sybren L. N. Maas, Derek S. Tsang, The International Consortium on Meningiomas (ICOM), C. Leland Rogers, Kenneth Aldape, Farshad Nassiri, Gelareh Zadeh","doi":"10.1038/s41591-024-03167-4","DOIUrl":null,"url":null,"abstract":"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. In a large, partially prospective cohort of patients with molecularly profiled and clinically annotated meningioma, the extent of surgical resection and radiotherapy (RT) response correlate with molecular classification, which can be used in a molecular model to predict clinical outcomes in response to RT.","PeriodicalId":19037,"journal":{"name":"Nature Medicine","volume":"30 11","pages":"3173-3183"},"PeriodicalIF":58.7000,"publicationDate":"2024-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.nature.com/articles/s41591-024-03167-4.pdf","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Nature Medicine","FirstCategoryId":"3","ListUrlMain":"https://www.nature.com/articles/s41591-024-03167-4","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BIOCHEMISTRY & MOLECULAR BIOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
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. In a large, partially prospective cohort of patients with molecularly profiled and clinically annotated meningioma, the extent of surgical resection and radiotherapy (RT) response correlate with molecular classification, which can be used in a molecular model to predict clinical outcomes in response to RT.
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