Deng Yujiao, Su Xiaorui, Yang Yuan, Gong Jing, Chen Ni, Yue Qiang
Department of Radiology, West China Hospital of Sichuan University, Chengdu, China.
Huaxi Glioma Center, West China Hospital of Sichuan University, Chengdu, China.
Neuroradiology. 2025 Jun 6. doi: 10.1007/s00234-025-03660-8.
H3K27-altered diffuse midline gliomas (H3K27-altered DMGs) are classified as WHO grade 4 tumors despite their histopathological characteristics. However, histopathological grades are known to have an important effect on prognosis. This study aims to investigate the prognostic impact of histopathological grades on H3K27-altered DMGs and to predict the grades using multiparametric MRI.
We conducted a retrospective study on H3K27-altered DMG patients diagnosed between December 2016 and February 2023. Tumors were classified as histologically lower- or high-grade DMGs by experienced pathologists. The influence of histopathological grades on prognosis was analyzed by Kaplan-Meier curve and Cox regression. Propensity score matching minimized baseline bias. Clinical and multimodal MRI variables were analyzed through age-stratified subgroup analysis. Logistic regression model was constructed for grade prediction and evaluated using the C-index and F1 score.
90 (53 lower-grade, 37 high-grade) had survival data and 44 (26 lower-grade, 18 high-grade) had complete multiparametric MRI data. Lower-grade patients exhibited significantly longer median overall survival than high-grade (10.5 months vs. 4 months, p < 0.05). Histopathological grade was confirmed as an independent prognostic factor. Qualitative MR imaging features revealed that high-grade DMGs in juveniles showed significantly larger enhancement quality and edema proportion (p < 0.05). Quantitative perfusion parameters like relative cerebral blood flow (rCBF) and relative cerebral blood volume (rCBV) differed significantly between high- and lower-grade groups in both juveniles and adults (p < 0.05). rCBF_99th, enhancement quality, and edema proportion, selected from variables with intergroup differences, formed a nomogram model with a C-index of 0.8596, AUC of 0.885 (0.833 validation), and F1 score of 0.8648.
Histological grades could not be ignored when assessing the prognosis of H3K27-altered DMGs. Multimodal MR imaging signatures may play an important role in the prediction of histological grades and thus contribute to a layered risk management of DMGs.
H3K27改变的弥漫性中线胶质瘤(H3K27改变的DMG)尽管具有组织病理学特征,但仍被归类为世界卫生组织4级肿瘤。然而,已知组织病理学分级对预后有重要影响。本研究旨在探讨组织病理学分级对H3K27改变的DMG的预后影响,并使用多参数MRI预测分级。
我们对2016年12月至2023年2月期间诊断为H3K27改变的DMG患者进行了一项回顾性研究。肿瘤由经验丰富的病理学家分类为组织学上低级别或高级别DMG。通过Kaplan-Meier曲线和Cox回归分析组织病理学分级对预后的影响。倾向评分匹配最小化了基线偏差。通过年龄分层亚组分析临床和多模态MRI变量。构建逻辑回归模型进行分级预测,并使用C指数和F1评分进行评估。
90例(53例低级别,37例高级别)有生存数据,44例(26例低级别,18例高级别)有完整的多参数MRI数据。低级别患者的中位总生存期明显长于高级别患者(10.5个月对4个月,p<0.05)。组织病理学分级被确认为独立的预后因素。定性MR成像特征显示,青少年高级别DMG的强化质量和水肿比例明显更大(p<0.05)。青少年和成人的高级别组与低级别组之间,相对脑血流量(rCBF)和相对脑血容量(rCBV)等定量灌注参数存在显著差异(p<0.05)。从组间差异变量中选择的rCBF_99th、强化质量和水肿比例,形成了一个列线图模型,C指数为0.8596,AUC为0.885(验证值为),F1评分为0.8648。
在评估H3K27改变的DMG的预后时,组织学分级不容忽视。多模态MR成像特征可能在组织学分级预测中发挥重要作用,从而有助于DMG的分层风险管理。