Prognostic Model That Predicts Benefits of Adjuvant Radiotherapy in Patients With High Grade Meningioma

ObjectiveAdjuvant radiotherapy is the main treatment modality for high grade meningioma after surgical resection; however, recurrence and survival outcomes vary. The aim of this study was to create a new “prognostic score” that allows personalized recommendations for post-operative adjuvant radiothe...

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Main Authors: Daijun Wang, Shuchen Sun, Lingyang Hua, Jiaojiao Deng, Shihai Luan, Haixia Cheng, Qing Xie, Hiroaki Wakimoto, Hongda Zhu, Ye Gong
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-11-01
Series:Frontiers in Oncology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2020.568079/full
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spelling doaj-b2129e7943e345e0ad9b77e1b6e2ab212020-11-25T04:10:39ZengFrontiers Media S.A.Frontiers in Oncology2234-943X2020-11-011010.3389/fonc.2020.568079568079Prognostic Model That Predicts Benefits of Adjuvant Radiotherapy in Patients With High Grade MeningiomaDaijun Wang0Shuchen Sun1Lingyang Hua2Jiaojiao Deng3Shihai Luan4Haixia Cheng5Qing Xie6Hiroaki Wakimoto7Hongda Zhu8Ye Gong9Ye Gong10Department of Neurosurgery, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, ChinaDepartment of Neurosurgery, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, ChinaDepartment of Neurosurgery, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, ChinaDepartment of Neurosurgery, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, ChinaDepartment of Neurosurgery, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, ChinaDepartment of Neuropathology, Huashan Hospital, Fudan University, Shanghai, ChinaDepartment of Neurosurgery, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, ChinaDepartment of Neurosurgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United StatesDepartment of Neurosurgery, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, ChinaDepartment of Neurosurgery, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, ChinaDepartment of Critical Care Medicine, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai, ChinaObjectiveAdjuvant radiotherapy is the main treatment modality for high grade meningioma after surgical resection; however, recurrence and survival outcomes vary. The aim of this study was to create a new “prognostic score” that allows personalized recommendations for post-operative adjuvant radiotherapy in patients with high grade meningioma.MethodsClinical data were collected from 115 patients with high grade meningioma treated with surgical resection and adjuvant radiotherapy. A prognostic model was built based on the hazards ratios of independent prognostic factors yielded by multivariate cox proportional analysis. Calibration and discrimination of the prognostic score was evaluated using good of fit test and Harrel’s C index, respectively.ResultsA total of 115 high grade meningioma patients (72 atypical and 43 anaplastic meningiomas) were enrolled. Three factors were independently associated with progression-free survival (PFS): extent of resection (GTR vs. STR), recurrent status (de novo vs. recurrent), and Ki-67 labeling index (<5% vs. ≥ 5%). The respective β-coefficients were used to generate the “prognostic score”. The cohort was divided into low-risk and high-risk groups based on the median prognostic score. Good of fit test showed strong calibration (P = 0.7133) and Harrel’s C index 0.766 indicated a strong discrimination capability of the prognostic score. The Harrel’s C index for OS was 0.60.ConclusionsOur prognostic model using three basic clinical parameters robustly separated high grade meningioma patients who benefit vs. do not benefit from adjuvant radiotherapy. External validation of our model is warranted to help improve patient selection suitable for adjuvant radiotherapy.https://www.frontiersin.org/articles/10.3389/fonc.2020.568079/fullhigh grade meningiomaprognostic modelradiationprognosisatypical meningiomaanaplastic meningioma
collection DOAJ
language English
format Article
sources DOAJ
author Daijun Wang
Shuchen Sun
Lingyang Hua
Jiaojiao Deng
Shihai Luan
Haixia Cheng
Qing Xie
Hiroaki Wakimoto
Hongda Zhu
Ye Gong
Ye Gong
spellingShingle Daijun Wang
Shuchen Sun
Lingyang Hua
Jiaojiao Deng
Shihai Luan
Haixia Cheng
Qing Xie
Hiroaki Wakimoto
Hongda Zhu
Ye Gong
Ye Gong
Prognostic Model That Predicts Benefits of Adjuvant Radiotherapy in Patients With High Grade Meningioma
Frontiers in Oncology
high grade meningioma
prognostic model
radiation
prognosis
atypical meningioma
anaplastic meningioma
author_facet Daijun Wang
Shuchen Sun
Lingyang Hua
Jiaojiao Deng
Shihai Luan
Haixia Cheng
Qing Xie
Hiroaki Wakimoto
Hongda Zhu
Ye Gong
Ye Gong
author_sort Daijun Wang
title Prognostic Model That Predicts Benefits of Adjuvant Radiotherapy in Patients With High Grade Meningioma
title_short Prognostic Model That Predicts Benefits of Adjuvant Radiotherapy in Patients With High Grade Meningioma
title_full Prognostic Model That Predicts Benefits of Adjuvant Radiotherapy in Patients With High Grade Meningioma
title_fullStr Prognostic Model That Predicts Benefits of Adjuvant Radiotherapy in Patients With High Grade Meningioma
title_full_unstemmed Prognostic Model That Predicts Benefits of Adjuvant Radiotherapy in Patients With High Grade Meningioma
title_sort prognostic model that predicts benefits of adjuvant radiotherapy in patients with high grade meningioma
publisher Frontiers Media S.A.
series Frontiers in Oncology
issn 2234-943X
publishDate 2020-11-01
description ObjectiveAdjuvant radiotherapy is the main treatment modality for high grade meningioma after surgical resection; however, recurrence and survival outcomes vary. The aim of this study was to create a new “prognostic score” that allows personalized recommendations for post-operative adjuvant radiotherapy in patients with high grade meningioma.MethodsClinical data were collected from 115 patients with high grade meningioma treated with surgical resection and adjuvant radiotherapy. A prognostic model was built based on the hazards ratios of independent prognostic factors yielded by multivariate cox proportional analysis. Calibration and discrimination of the prognostic score was evaluated using good of fit test and Harrel’s C index, respectively.ResultsA total of 115 high grade meningioma patients (72 atypical and 43 anaplastic meningiomas) were enrolled. Three factors were independently associated with progression-free survival (PFS): extent of resection (GTR vs. STR), recurrent status (de novo vs. recurrent), and Ki-67 labeling index (<5% vs. ≥ 5%). The respective β-coefficients were used to generate the “prognostic score”. The cohort was divided into low-risk and high-risk groups based on the median prognostic score. Good of fit test showed strong calibration (P = 0.7133) and Harrel’s C index 0.766 indicated a strong discrimination capability of the prognostic score. The Harrel’s C index for OS was 0.60.ConclusionsOur prognostic model using three basic clinical parameters robustly separated high grade meningioma patients who benefit vs. do not benefit from adjuvant radiotherapy. External validation of our model is warranted to help improve patient selection suitable for adjuvant radiotherapy.
topic high grade meningioma
prognostic model
radiation
prognosis
atypical meningioma
anaplastic meningioma
url https://www.frontiersin.org/articles/10.3389/fonc.2020.568079/full
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