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局限期小细胞肺癌脑转移预测模型的构建及预防性颅脑照射选择的优化

Construction of Brain Metastasis Prediction Model and Optimization of Prophylactic Cranial Irradiation Selection for Limited-Stage Small-Cell Lung Cancer.

作者信息

Hou Qing, Sun Bochen, Yao Ningning, Liang Yu, Cao Xin, Wei Lijuan, Cao Jianzhong

机构信息

Department of Radiotherapy, Shanxi Province Cancer Hospital/Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences/Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan 030013, China.

出版信息

Cancers (Basel). 2022 Oct 7;14(19):4906. doi: 10.3390/cancers14194906.

DOI:10.3390/cancers14194906
PMID:36230830
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9563012/
Abstract

Prophylactic cranial irradiation (PCI), as an essential part of the treatment of limited-stage small-cell lung cancer (LS-SCLC), inevitably leads to neurotoxicity. This study aimed to construct a brain metastasis prediction model and identify low-risk patients to avoid PCI; 236 patients with LS-SCLC were retrospectively analyzed and divided into PCI (63 cases) and non-PCI groups (173 cases). The nomogram was developed based on variables determined by univariate and multivariate analyses in the non-PCI group. According to the cutoff nomogram score, all patients were divided into high- and low-risk cohorts. A log-rank test was used to compare the incidence of brain metastasis between patients with and without PCI in the low-risk and high-risk groups, respectively. The nomogram included five variables: chemotherapy cycles (ChT cycles), time to radiotherapy (RT), lactate dehydrogenase (LDH), pro-gastrin-releasing peptide precursor (ProGRP), and lymphocytes−monocytes ratio (LMR). The area under the receiver operating characteristics (AUC) of the nomogram was 0.763 and 0.782 at 1 year, and 0.759 and 0.732 at 2 years in the training and validation cohorts, respectively. Based on the nomogram, patients were divided into high- and low-risk groups with a cutoff value of 165. In the high-risk cohort, the incidence of brain metastasis in the non-PCI group was significantly higher than in the PCI group (p < 0.001), but there was no difference in the low-risk cohort (p = 0.160). Propensity score-matching (PSM) analysis showed similar results; the proposed nomogram showed reliable performance in assessing the individualized brain metastasis risk and has the potential to become a clinical tool to individualize PCI treatment for LS-SCLC.

摘要

预防性颅脑照射(PCI)作为局限期小细胞肺癌(LS-SCLC)治疗的重要组成部分,不可避免地会导致神经毒性。本研究旨在构建脑转移预测模型并识别低风险患者以避免PCI;对236例LS-SCLC患者进行回顾性分析,分为PCI组(63例)和非PCI组(173例)。根据非PCI组单因素和多因素分析确定的变量构建列线图。根据列线图得分临界值,将所有患者分为高风险和低风险队列。采用对数秩检验分别比较低风险和高风险组中接受和未接受PCI患者的脑转移发生率。列线图包括五个变量:化疗周期(ChT周期)、放疗时间(RT)、乳酸脱氢酶(LDH)、胃泌素释放肽前体(ProGRP)和淋巴细胞-单核细胞比值(LMR)。训练队列和验证队列中列线图的受试者工作特征曲线下面积(AUC)在1年时分别为0.763和0.782,在2年时分别为0.759和0.732。根据列线图,将患者分为高风险和低风险组,临界值为165。在高风险队列中,非PCI组的脑转移发生率显著高于PCI组(p<0.001),但在低风险队列中无差异(p=0.160)。倾向评分匹配(PSM)分析显示了相似的结果;所提出的列线图在评估个体化脑转移风险方面表现可靠,有潜力成为LS-SCLC患者PCI个体化治疗的临床工具。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f84/9563012/fb2f78ae5269/cancers-14-04906-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f84/9563012/1fc910f43b5f/cancers-14-04906-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f84/9563012/3eb043d12f2c/cancers-14-04906-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f84/9563012/f2f070deda02/cancers-14-04906-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f84/9563012/5076efb1f6f4/cancers-14-04906-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f84/9563012/07e3898e4cc5/cancers-14-04906-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f84/9563012/9ebeee8ce90f/cancers-14-04906-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f84/9563012/5156250c3d44/cancers-14-04906-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f84/9563012/fb2f78ae5269/cancers-14-04906-g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f84/9563012/1fc910f43b5f/cancers-14-04906-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f84/9563012/3eb043d12f2c/cancers-14-04906-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f84/9563012/f2f070deda02/cancers-14-04906-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f84/9563012/5076efb1f6f4/cancers-14-04906-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f84/9563012/07e3898e4cc5/cancers-14-04906-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f84/9563012/9ebeee8ce90f/cancers-14-04906-g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f84/9563012/5156250c3d44/cancers-14-04906-g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6f84/9563012/fb2f78ae5269/cancers-14-04906-g008.jpg

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本文引用的文献

1
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J Radiat Res. 2022 Jul 19;63(4):636-645. doi: 10.1093/jrr/rrac035.
2
Cancer statistics, 2022.癌症统计数据,2022 年。
CA Cancer J Clin. 2022 Jan;72(1):7-33. doi: 10.3322/caac.21708. Epub 2022 Jan 12.
3
Pretreatment Albumin-to-Alkaline Phosphatase Ratio Is a Prognostic Marker in Lung Cancer Patients: A Registry-Based Study of 7077 Lung Cancer Patients.
未接受预防性颅脑照射的局限期小细胞肺癌患者脑转移预测模型的构建
Clin Respir J. 2024 Jan;18(1):e13730. doi: 10.1111/crj.13730.
治疗前白蛋白与碱性磷酸酶比值是肺癌患者的预后标志物:一项基于登记系统的7077例肺癌患者研究。
Cancers (Basel). 2021 Dec 6;13(23):6133. doi: 10.3390/cancers13236133.
4
The Addition of Peripheral Blood Inflammatory Indexes to Nomogram Improves the Predictive Accuracy of Survival in Limited-Stage Small Cell Lung Cancer Patients.将外周血炎症指标添加到列线图中可提高局限期小细胞肺癌患者生存的预测准确性。
Front Oncol. 2021 Oct 8;11:713014. doi: 10.3389/fonc.2021.713014. eCollection 2021.
5
Small-cell lung cancer: ESMO Clinical Practice Guidelines for diagnosis, treatment and follow-up.小细胞肺癌:ESMO 诊断、治疗及随访临床实践指南
Ann Oncol. 2021 Jul;32(7):839-853. doi: 10.1016/j.annonc.2021.03.207. Epub 2021 Apr 20.
6
Assessment of systematic inflammatory and nutritional indexes in extensive-stage small-cell lung cancer treated with first-line chemotherapy and atezolizumab.评估一线化疗联合阿替利珠单抗治疗广泛期小细胞肺癌的系统性炎症和营养指标。
Cancer Immunol Immunother. 2021 Nov;70(11):3199-3206. doi: 10.1007/s00262-021-02926-3. Epub 2021 Apr 1.
7
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8
Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries.《全球癌症统计数据 2020:全球 185 个国家和地区 36 种癌症的发病率和死亡率估计》。
CA Cancer J Clin. 2021 May;71(3):209-249. doi: 10.3322/caac.21660. Epub 2021 Feb 4.
9
Radiation Therapy for Small-Cell Lung Cancer: ASCO Guideline Endorsement of an ASTRO Guideline.小细胞肺癌的放射治疗:ASCO 指南对 ASTRO 指南的认可。
J Clin Oncol. 2021 Mar 10;39(8):931-939. doi: 10.1200/JCO.20.03364. Epub 2021 Jan 27.
10
Small-cell lung cancer.小细胞肺癌。
Nat Rev Dis Primers. 2021 Jan 14;7(1):3. doi: 10.1038/s41572-020-00235-0.