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基于非小细胞肺癌TNM分期和分子标志物的海马转移率

Hippocampal Metastasis Rate Based on Non-Small Lung Cancer TNM Stage and Molecular Markers.

作者信息

Ahn Sung Jun, Kwon Hyeokjin, Kim Jun Won, Park Goeun, Park Mina, Joo Bio, Suh Sang Hyun, Chang Yoon Soo, Lee Jong-Min

机构信息

Department of Radiology, Gangnam Severance Hospital, Yonsei University, College of Medicine, Seoul, South Korea.

Department of Electronic Engineering, Hanyang University, Seoul, South Korea.

出版信息

Front Oncol. 2022 May 10;12:781818. doi: 10.3389/fonc.2022.781818. eCollection 2022.

Abstract

Hippocampal-avoidance whole-brain radiation therapy (HA-WBRT) is justified because of low hippocampal brain metastases (BM) rate and its prevention of cognitive decline. However, we hypothesize that the risk of developing BM in the hippocampal-avoidance region (HAR) may differ depending on the lung-cancer stage and molecular status. We retrospectively reviewed 123 patients with non-small cell lung cancer (NSCLC) at the initial diagnosis of BM. The number of BMs within the HAR (5 mm expansion) was counted. The cohort was divided into patients with and without BMs in the HAR, and their clinical variables, TNM stage, and epidermal growth factor receptor (EGFR) status were compared. The most influential variable predicting BMs in the HAR was determined using multi-variable logistic regression, classification and regression tree (CART) analyses, and gradient boosting method (GBM). The feasibility of HAR expansion was tested using generalized estimating equation marginal model. Patients with BMs in the HAR were more frequently non-smokers, and more likely to have extra-cranial metastases and EGFR mutations (p<0.05). Multi-variable analysis revealed that extra-cranial metastases were independently associated with the presence of BM in the HAR (odds ratio=8.75, p=0.04). CART analysis and GBM revealed that the existence of extra-cranial metastasis was the most influential variable predicting BM occurrence in the HAR (variable importance: 23% and relative influence: 37.38). The estmated BM incidence of patients without extra-cranial metastases in th extended HAR (7.5-mm and 10-mm expansion) did not differ significantly from that in the conventional HAR. In conclusion, NSCLC patients with extra-cranial metastases were more likely to have BMs in the HAR than those without extra-cranial metastases.

摘要

海马体回避全脑放射治疗(HA-WBRT)因其海马体脑转移(BM)发生率低及其预防认知功能下降而具有合理性。然而,我们推测,海马体回避区域(HAR)发生BM的风险可能因肺癌分期和分子状态而异。我们回顾性分析了123例初诊为BM的非小细胞肺癌(NSCLC)患者。计算了HAR(5毫米扩展)内的BM数量。将该队列分为HAR中有BM和无BM的患者,并比较了他们的临床变量、TNM分期和表皮生长因子受体(EGFR)状态。使用多变量逻辑回归、分类与回归树(CART)分析和梯度提升法(GBM)确定预测HAR中BM的最具影响力变量。使用广义估计方程边际模型测试了HAR扩展的可行性。HAR中有BM的患者更常为非吸烟者,且更有可能发生颅外转移和EGFR突变(p<0.05)。多变量分析显示,颅外转移与HAR中BM的存在独立相关(优势比=8.75,p=0.04)。CART分析和GBM显示,颅外转移的存在是预测HAR中BM发生的最具影响力变量(变量重要性:23%,相对影响力:37.38)。在扩展的HAR(7.5毫米和10毫米扩展)中,无颅外转移患者的估计BM发生率与传统HAR中的发生率无显著差异。总之,有颅外转移的NSCLC患者比无颅外转移的患者更有可能在HAR中发生BM。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e70f/9127383/1de59de665eb/fonc-12-781818-g001.jpg

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