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预测脑转移和突变型晚期非小细胞肺癌患者生存的列线图

A Nomogram for Predicting Survival for Patients with Brain Metastatic and Mutation Advanced Non-Small Cell Lung Cancer.

作者信息

Pang Jiyun, Xiu Weigang, Chen Yueyun, Liao Wenjing, Zhang Qin, Shi Huashan

机构信息

Department of Thoracic Oncology and State Key Laboratory of Biotherapy, Cancer Center, West China Hospital, Sichuan University, Chengdu, 610041, China.

West China School of Medicine, Sichuan University, Chengdu, 610041, China.

出版信息

Oncol Res. 2025 Mar 19;33(4):895-904. doi: 10.32604/or.2024.053363. eCollection 2025.

Abstract

BACKGROUND

Non-small cell lung cancer (NSCLC) is often accompanied by brain metastasis (BM), and the prognosis of patients with BM is poor. This study assesses the prognostic impact of BM in NSCLC patients with epidermal growth factor receptor () mutations.

METHODS

We retrospectively evaluated 692 advanced NSCLC patients with mutations treated with tyrosine kinase inhibitors (TKIs) at West China Hospital from 2015 to 2019. The overall survival rate (OS), progression-free survival rate (PFS), objective response rate (ORR), disease control rate (DCR), and clinical parameters of the BM and non-BM groups were compared. Univariable and multivariable regressions were performed to identify independent prognostic factors, followed by validation of a predictive nomogram using receiver operating characteristics and calibration curves. Immune infiltration in tumor tissues was assessed by immunostaining.

RESULTS

NSCLC patients with BM exhibited a higher frequency of other-site and multi-organ metastases than those without BM. The BM group demonstrated significantly worse OS (26.2 . 39.1 months, < 0.001) and PFS (12.3 . 18.8 months, < 0.001), although the DCR ( = 0.831) and ORR ( = 0.653) were similar in both groups. BM was identified as an independent predictor of poor prognosis. The nomogram performed well, achieving a C index of 0.73, with consistent calibration curves for predicted and actual prognoses. Additionally, fewer peripheral lymphocytes were observed in the BM group.

CONCLUSIONS

BM is a significant risk factor for NSCLC patients, potentially linked to lymphocytopenia.

摘要

背景

非小细胞肺癌(NSCLC)常伴有脑转移(BM),且BM患者的预后较差。本研究评估BM对表皮生长因子受体()突变的NSCLC患者预后的影响。

方法

我们回顾性评估了2015年至2019年在华西医院接受酪氨酸激酶抑制剂(TKIs)治疗的692例晚期NSCLC 突变患者。比较了BM组和非BM组的总生存率(OS)、无进展生存率(PFS)、客观缓解率(ORR)、疾病控制率(DCR)及临床参数。进行单变量和多变量回归以确定独立预后因素,随后使用受试者工作特征曲线和校准曲线验证预测列线图。通过免疫染色评估肿瘤组织中的免疫浸润情况。

结果

与无BM的NSCLC患者相比,有BM的患者其他部位和多器官转移的频率更高。BM组的OS(26.2对39.1个月,<0.001)和PFS(12.3对18.8个月,<0.001)明显更差,尽管两组的DCR(=0.831)和ORR(=0.653)相似。BM被确定为预后不良的独立预测因素。列线图表现良好,C指数为0.73,预测预后和实际预后的校准曲线一致。此外,BM组观察到的外周淋巴细胞较少。

结论

BM是NSCLC患者的一个重要危险因素,可能与淋巴细胞减少有关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2744/11964887/68c45df1f658/OncolRes-33-53363-f001.jpg

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