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基于有向无环图的术前放化疗与化疗治疗进展期胃癌的生存获益。

Survival benefits of perioperative chemoradiotherapy versus chemotherapy for advanced stage gastric cancer based on directed acyclic graphs.

机构信息

Department of Epidemiology and Statistics, School of public health and management, Ningxia Medical University, Yinchuan, Ningxia, China.

Department of Occupational and Environmental Health, School of Public Health and Management, Ningxia Medical University, Yinchuan, China.

出版信息

PLoS One. 2023 Apr 14;18(4):e0283854. doi: 10.1371/journal.pone.0283854. eCollection 2023.

Abstract

The overall survival benefits of perioperative chemotherapy (PCT) and perioperative chemoradiotherapy (PCRT) for patients with locally advanced gastric cancer (GC) have not been fully explored. The aim of this study was to compare the benefits of PCT and PCRT in GC patients and determine the factors affecting survival rate using directed acyclic graphs (DAGs). The data of 1,442 patients with stage II-IV GC who received PCT or PCRT from 2000 to 2018 were retrieved from the Surveillance, Epidemiology, and End Results (SEER) database. First, the least absolute shrinkage and selection operator (LASSO) was used to identify possible influencing factors for overall survival. Second, the variables that were selected by LASSO were then used in univariate and Cox regression analyses. Third, corrective analyses for confounding factors were selected based on DAGs that show the possible association between advanced GC patients and outcomes and evaluate the prognosis. Patients who received PCRT had longer overall survival than those who received PCT treatment (P = 0.015). The median length of overall survival of the PCRT group was 36.5 (15.0 - 53.0) months longer than that of the PCT group (34.6 (16.0 - 48.0) months). PCRT is more likely to benefit patients who are aged ≤ 65, male, white, and have regional tumors (P<0.05). The multivariate Cox regression model showed that male sex, widowed status, signet ring cell carcinoma, and lung metastases were independent risk factors for a poor prognosis. According to DAG, age, race, and Lauren type may be confounding factors that affect the prognosis of advanced GC. Compared to PCT, PCRT has more survival benefits for patients with locally advanced GC, and ongoing investigations are needed to better determine the optimal treatment. Furthermore, DAGs are a useful tool for contending with confounding and selection biases to ensure the proper implementation of high-quality research.

摘要

围手术期化疗(PCT)和围手术期放化疗(PCRT)对局部晚期胃癌(GC)患者的总体生存获益尚未得到充分探索。本研究旨在比较 PCT 和 PCRT 对 GC 患者的益处,并使用有向无环图(DAG)确定影响生存率的因素。从 2000 年至 2018 年,从监测、流行病学和最终结果(SEER)数据库中检索了 1442 名接受 PCT 或 PCRT 的 II-IV 期 GC 患者的数据。首先,使用最小绝对收缩和选择算子(LASSO)来识别总生存期的可能影响因素。其次,使用 LASSO 选择的变量进行单变量和 Cox 回归分析。第三,根据 DAG 选择校正混杂因素的分析,这些 DAG 显示了晚期 GC 患者与结局之间的可能关联,并评估预后。接受 PCRT 的患者的总生存期长于接受 PCT 治疗的患者(P=0.015)。PCRT 组的中位总生存期为 36.5(15.0-53.0)个月,长于 PCT 组的 34.6(16.0-48.0)个月。PCRT 更有可能使年龄≤65 岁、男性、白人且患有局部肿瘤的患者受益(P<0.05)。多变量 Cox 回归模型显示,男性、丧偶状态、印戒细胞癌和肺转移是预后不良的独立危险因素。根据 DAG,年龄、种族和 Lauren 类型可能是影响晚期 GC 预后的混杂因素。与 PCT 相比,PCRT 为局部晚期 GC 患者带来了更多的生存获益,需要进一步的研究来更好地确定最佳治疗方案。此外,DAG 是处理混杂和选择偏倚的有用工具,以确保实施高质量的研究。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/658e/10104374/7c2c7e092403/pone.0283854.g001.jpg

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