Yue Yi, Ren Yuqing, Lin Jianlong, Lu Chunya, Jiang Nan, Su Yanping, Li Jing, Wang Yibo, Wang Sihui, Fu Junkai, Kong Mengrui, Zhang Guojun
The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450000, China.
Zhongguo Fei Ai Za Zhi. 2025 Apr 20;28(4):267-280. doi: 10.3779/j.issn.1009-3419.2025.101.06.
Meningeal metastasis (MM) is a form of malignant metastasis where tumor cells spread from the primary site to the pia mater, dura mater, arachnoid, subarachnoid space, and other cerebrospinal fluid compartments. Lung cancer is one of the most common malignant tumor types with MM. MM not only signifies that the lung cancer has progressed to an advanced stage but also leads to a range of severe clinical symptoms due to meningeal involvement. Currently, the risk factors associated with the development of MM are not fully elucidated. The aim of this study was to investigate the risk factors for MM in patients with lung adenocarcinoma (LUAD) who underwent non-surgical interventions, in order to identify LUAD patients at high risk for MM.
This retrospective study analyzed the clinical data of patients diagnosed with LUAD at the First Affiliated Hospital of Zhengzhou University from January 2020 to July 2024. Missing data were imputed using multiple imputation methods, and risk factors were identified through LASSO, univariate, and multivariate Logistic regression analyses.
A total of 170 patients with LUAD were included in this study and divided into two groups: 87 patients with MM and 83 patients without MM. Univariate and multivariate Logistic regression analyses revealed that younger age at diagnosis (P=0.004), presence of the epidermal growth factor receptor (EGFR) L858R gene mutation (P=0.008), and concurrent liver metastasis at baseline (P=0.004) were independent risk factors for developing MM in LUAD patients who did not undergo surgical intervention. Conversely, higher baseline globulin levels (P=0.039) and the presence of the anaplastic lymphoma kinase (ALK) gene mutation (P=0.040) were associated with a reduced risk of MM development.
Age at diagnosis, EGFR L858R mutation status, ALK gene mutation status, concurrent liver metastasis, globulin levels at baseline were significantly associated with the risk of developing MM in patients with LUAD patients who did not undergo surgical intervention. For patients diagnosed at a younger age, carrying the EGFR L858R mutation, or presenting with baseline liver metastasis, early implementation of tertiary prevention strategies for MM is crucial. Regular monitoring of MM status should be conducted in these high-risk groups.
脑膜转移(MM)是一种恶性转移形式,肿瘤细胞从原发部位扩散至软脑膜、硬脑膜、蛛网膜、蛛网膜下腔及其他脑脊液腔室。肺癌是发生MM最常见的恶性肿瘤类型之一。MM不仅意味着肺癌已进展至晚期,还会因脑膜受累导致一系列严重临床症状。目前,与MM发生相关的危险因素尚未完全阐明。本研究旨在调查接受非手术干预的肺腺癌(LUAD)患者发生MM的危险因素,以识别MM高危的LUAD患者。
本回顾性研究分析了2020年1月至2024年7月在郑州大学第一附属医院诊断为LUAD的患者的临床资料。采用多重插补方法填补缺失数据,并通过LASSO、单因素和多因素Logistic回归分析确定危险因素。
本研究共纳入170例LUAD患者,分为两组:87例MM患者和83例无MM患者。单因素和多因素Logistic回归分析显示,诊断时年龄较小(P=0.004)、存在表皮生长因子受体(EGFR)L858R基因突变(P=0.008)以及基线时并发肝转移(P=0.004)是未接受手术干预的LUAD患者发生MM的独立危险因素。相反,较高的基线球蛋白水平(P=0.039)和间变性淋巴瘤激酶(ALK)基因突变的存在(P=0.040)与MM发生风险降低相关。
诊断时年龄、EGFR L858R突变状态、ALK基因突变状态、并发肝转移、基线球蛋白水平与未接受手术干预的LUAD患者发生MM的风险显著相关。对于诊断时年龄较小、携带EGFR L858R突变或存在基线肝转移的患者,尽早实施MM三级预防策略至关重要。应对这些高危人群定期监测MM状态。