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用于 H3 K27M 突变型弥漫性中线胶质瘤患者的验证预后列线图。

A validated prognostic nomogram for patients with H3 K27M-mutant diffuse midline glioma.

机构信息

Department of Neurosurgery, West China Hospital of Sichuan University, No. 37, Guoxue Alley, Chengdu, 610041, Sichuan, People's Republic of China.

College of Electronics and Information Engineering, Sichuan University, No. 24, South Section 1, First Ring Road, Chengdu, 610041, Sichuan, People's Republic of China.

出版信息

Sci Rep. 2023 Jun 20;13(1):9970. doi: 10.1038/s41598-023-37078-0.

Abstract

H3 K27M-mutant diffuse midline glioma (H3 K27M-mt DMG) is a rare, highly invasive tumor with a poor prognosis. The prognostic factors of H3 K27M-mt DMG have not been fully identified, and there is no clinical prediction model for it. This study aimed to develop and validate a prognostic model for predicting the probability of survival in patients with H3 K27M-mt DMG. Patients diagnosed with H3 K27M-mt DMG in the West China Hospital from January 2016 to August 2021 were included. Cox proportional hazard regression was used for survival assessment, with adjustment for known prognostic factors. The final model was established using the patient data of our center as the training cohort and data from other centers for external independent verification. One hundred and five patients were ultimately included in the training cohort, and 43 cases from another institution were used as the validation cohort. The factors influencing survival probability in the prediction model included age, preoperative KPS score, radiotherapy and Ki-67 expression level. The adjusted consistency indices of the Cox regression model in internal bootstrap validation at 6, 12, and 18 months were 0.776, 0.766, and 0.764, respectively. The calibration chart showed high consistency between the predicted and observed results. The discrimination in external verification was 0.785, and the calibration curve showed good calibration ability. We identified the risk factors that affect the prognosis of H3 K27M-mt DMG patients and then established and validated a diagnostic model for predicting the survival probability of these patients.

摘要

H3 K27M 突变弥漫中线胶质瘤(H3 K27M-mt DMG)是一种罕见的、高度侵袭性肿瘤,预后不良。H3 K27M-mt DMG 的预后因素尚未完全确定,也没有针对它的临床预测模型。本研究旨在开发和验证预测 H3 K27M-mt DMG 患者生存概率的预后模型。纳入 2016 年 1 月至 2021 年 8 月在华西医院诊断为 H3 K27M-mt DMG 的患者。采用 Cox 比例风险回归进行生存评估,并对已知预后因素进行调整。最终模型使用本中心患者数据作为训练队列,其他中心的数据作为外部独立验证进行建立。最终纳入 105 例患者作为训练队列,另外 43 例来自其他中心作为验证队列。影响预测模型中生存概率的因素包括年龄、术前 KPS 评分、放疗和 Ki-67 表达水平。在内部 bootstrap 验证中,Cox 回归模型在 6、12 和 18 个月时的调整一致性指数分别为 0.776、0.766 和 0.764。校准图表显示预测结果与实际结果之间具有高度一致性。外部验证的区分度为 0.785,校准曲线显示出良好的校准能力。我们确定了影响 H3 K27M-mt DMG 患者预后的危险因素,然后建立并验证了预测这些患者生存概率的诊断模型。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b97f/10282027/462ee6871bc5/41598_2023_37078_Fig1_HTML.jpg

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