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将临床和血液参数整合到广泛期小细胞肺癌接受免疫化疗患者的风险预测中:来自两个中心的真实世界数据。

Integration of clinical and blood parameters in risk prognostication for patients receiving immunochemotherapy for extensive stage small cell lung cancer: real-world data from two centers.

机构信息

Department of Oncology, Beijing Chest Hospital, Capital Medical University, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, 101149, China.

Department of Oncology, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, 101149, China.

出版信息

BMC Med. 2024 Sep 11;22(1):381. doi: 10.1186/s12916-024-03612-8.

DOI:10.1186/s12916-024-03612-8
PMID:39256789
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11389556/
Abstract

BACKGROUND

Immune checkpoint inhibitors (ICIs) had modest advances in the treatment of extensive-stage small cell lung cancer (ES-SCLC) in clinical trials, but there is a lack of biomarkers for prognosis in clinical practice.

METHODS

We retrospectively collected data from ES-SCLC patients who received ICIs combined chemotherapy from two centers in China, integrated clinical and blood parameters, and constructed risk prognostication for immunochemotherapy. The population was divided into high- and low-risk groups, and the performance of the model was assessed separately in the training and validation cohorts.

RESULTS

Two hundred and twenty and 43 patients were included in the training and validation groups, respectively. The important predictors were screened including body mass index, liver metastases, coefficient variation of red blood cell distribution width, lactate dehydrogenase, albumin, and C-reactive protein. Predicting 1-year overall survival (OS), the AUC values under ROC for the model under training, internal validation, and external validation were 0.760, 0.732, and 0.722, respectively, and the calibration curve and clinical decision curve performed well. Applied the model to divide patients into low-risk and high-risk groups, and the median OS was 23.7 months and 9.1 months, and the median progression-free survival was 8.2 months and 4.8 months, respectively; furthermore, this ability to discriminate survival was also observed in the validation cohort.

CONCLUSIONS

We constructed a novel prognostic model for ES-SCLC to predict survival employing baseline tumor burden, nutritional and inflammatory parameters, it is easily measured to screen high-risk patient populations.

摘要

背景

免疫检查点抑制剂(ICIs)在小细胞肺癌(ES-SCLC)的临床试验中取得了一定进展,但在临床实践中缺乏预后生物标志物。

方法

我们回顾性地收集了来自中国两个中心接受ICI 联合化疗的 ES-SCLC 患者的数据,整合了临床和血液参数,并构建了免疫化疗的风险预后模型。将人群分为高风险和低风险组,分别在训练和验证队列中评估模型的性能。

结果

分别纳入了 222 例和 43 例患者进行训练和验证组分析。筛选出的重要预测因素包括体重指数、肝转移、红细胞分布宽度变异系数、乳酸脱氢酶、白蛋白和 C 反应蛋白。预测 1 年总生存率(OS),模型在训练、内部验证和外部验证中的 ROC 下 AUC 值分别为 0.760、0.732 和 0.722,校准曲线和临床决策曲线表现良好。将模型应用于将患者分为低风险和高风险组,中位 OS 分别为 23.7 个月和 9.1 个月,中位无进展生存期分别为 8.2 个月和 4.8 个月,此外,该模型在验证队列中也具有良好的生存区分能力。

结论

我们构建了一种新的 ES-SCLC 预后模型,通过基线肿瘤负荷、营养和炎症参数来预测生存,易于测量,可用于筛选高危患者人群。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b970/11389556/d289d4bc321e/12916_2024_3612_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b970/11389556/64b5ba5ac6b4/12916_2024_3612_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b970/11389556/ce4afb966cba/12916_2024_3612_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b970/11389556/5ed1a4acfa09/12916_2024_3612_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b970/11389556/5dfdecc7c71c/12916_2024_3612_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b970/11389556/d289d4bc321e/12916_2024_3612_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b970/11389556/64b5ba5ac6b4/12916_2024_3612_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b970/11389556/ce4afb966cba/12916_2024_3612_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b970/11389556/5ed1a4acfa09/12916_2024_3612_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b970/11389556/5dfdecc7c71c/12916_2024_3612_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b970/11389556/d289d4bc321e/12916_2024_3612_Fig5_HTML.jpg

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Sixth-Week Immune-Nutritional-Inflammatory Biomarkers: Can They Predict Clinical Outcomes in Patients with Advanced Non-Small Cell Lung Cancer Treated with Immune Checkpoint Inhibitors?第六周免疫-营养-炎症生物标志物:它们能否预测接受免疫检查点抑制剂治疗的晚期非小细胞肺癌患者的临床结局?
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