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建立一种用于接受免疫治疗的晚期胃癌患者的新型生存评估与预测模型。

Establishment of a novel survival assessment and prediction model for advanced gastric cancer patients receiving immunotherapy.

作者信息

Sun Mingmin, Yang Yang, Zhao Jun

机构信息

Department of Epidemiology and Statistics, School of Public Health, Nanjing Medical University, Nanjing, Jiangsu 211166, P.R. China.

Department of Oncology, Gulou Hospital, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu 210029, P.R. China.

出版信息

Oncol Lett. 2023 Aug 31;26(4):451. doi: 10.3892/ol.2023.14038. eCollection 2023 Oct.

DOI:10.3892/ol.2023.14038
PMID:37720671
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10502925/
Abstract

Currently, there are only a few risk assessment tools that provide predictions of survival duration for patients with gastric cancer (GC) receiving immunotherapy. The purpose of the present study was to develop and validate a nomogram that uses statistical data to predict survival and make risk assessments for patients with advanced staged GC. A total of 1,013 patients consisting of a development cohort (n=501) and validation cohort (n=512) collected during the time interval between January 2018 and June 2022 were included in the present study. The analysis consisted of the discrimination index, calibration plots and decision curve of the nomogram model. A total of 167 (33.33%) patients from the development cohort, and 158 (30.85%) from the validation cohort died during the observation period. The median overall survival (OS) of female patients was higher at 980 days (95% CI, 613-NA) compared with that of male patients, which was 748 days (95% CI, 597-NA; P=0.24). The median survival of patients with domestic immunotherapy was 789 (95% CI, 597-NA) days, which was lower compared with the imported immunotherapy group who had a median OS of 980 days (95% CI, 582-NA; P=0.22). A total of four independent predictors, age (HR=1.012; P=0.0245), histological grade (HR=1.395; P=0.016), immunotherapy cycles (HR=0.932; P=0.028) and line of first immunotherapy (HR=1.693; P=0.0003), were identified. The C-index was 0.64 and 0.67 for the development and validation cohorts, respectively. Patients who received more cycles of immunotherapy as the first-line treatment with highly differentiated tumor led to increase in the survival time of the patients. Thus, this nomogram could be used to determine the benefit of immunotherapies on patients at various stages of treatment of GC.

摘要

目前,仅有少数风险评估工具能够预测接受免疫治疗的胃癌(GC)患者的生存时长。本研究的目的是开发并验证一种列线图,该列线图利用统计数据来预测晚期GC患者的生存情况并进行风险评估。本研究纳入了2018年1月至2022年6月期间收集的总共1013例患者,包括一个开发队列(n = 501)和一个验证队列(n = 512)。分析内容包括列线图模型的鉴别指数、校准图和决策曲线。在观察期内,开发队列中有167例(33.33%)患者死亡,验证队列中有158例(30.85%)患者死亡。女性患者的中位总生存期(OS)较高,为980天(95% CI,613 - NA),而男性患者的中位总生存期为748天(95% CI,597 - NA;P = 0.24)。接受国产免疫治疗的患者中位生存期为789天(95% CI,597 - NA),低于进口免疫治疗组,后者的中位OS为980天(95% CI,582 - NA;P = 0.22)。共确定了四个独立预测因素,即年龄(HR = 1.012;P = 0.0245)、组织学分级(HR = 1.395;P = 0.016)、免疫治疗周期(HR = 0.932;P = 0.028)和首次免疫治疗线数(HR = 1.693;P = 0.0003)。开发队列和验证队列的C指数分别为0.64和0.67。作为一线治疗接受更多免疫治疗周期且肿瘤高分化程度的患者生存期延长。因此,该列线图可用于确定免疫治疗对GC各治疗阶段患者的益处。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fe79/10502925/e7476596e0c5/ol-26-04-14038-g04.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fe79/10502925/a8ebc762136f/ol-26-04-14038-g00.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fe79/10502925/89bcc07e2fc9/ol-26-04-14038-g01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fe79/10502925/5968bc987fb7/ol-26-04-14038-g02.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fe79/10502925/d2c3befc7571/ol-26-04-14038-g03.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fe79/10502925/e7476596e0c5/ol-26-04-14038-g04.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fe79/10502925/a8ebc762136f/ol-26-04-14038-g00.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fe79/10502925/89bcc07e2fc9/ol-26-04-14038-g01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fe79/10502925/5968bc987fb7/ol-26-04-14038-g02.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fe79/10502925/d2c3befc7571/ol-26-04-14038-g03.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fe79/10502925/e7476596e0c5/ol-26-04-14038-g04.jpg

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