根据 SEER 数据库分析放疗和手术治疗方案对 70 岁以上直肠癌患者生存结果的影响。

IF 2.6 4区 工程技术 Q1 Mathematics
Wei Wang, Tongping Shen, Jiaming Wang
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引用次数: 0

摘要

研究目的本研究评估了不同治疗方案组合(如额外放疗、化疗和手术治疗)对年龄≥70岁的老年直肠癌患者生存期的影响,以支持医生的临床决策:方法:对美国监测、流行病学和终末结果(SEER)数据库中2005-2015年确诊的年龄≥70岁的老年直肠癌患者样本数据进行回顾性分析。使用 x-tile 软件为年龄、肿瘤大小和区域淋巴结数量这三个连续性指标选择最佳临界点。所有患者被分为新辅助放疗和手术组(R_S 组)、手术治疗组(S 组)或手术和辅助放疗组(S_R 组)。采用倾向评分分配法将每个纳入研究的受试者按1:1的比例进行匹配,并采用限制性平均生存时间法(RMST)预测直肠癌患者5年和10年内的平均生存期。通过单变量和多变量考克斯回归分析确定了直肠癌患者的预后风险因素,并构建了提名图。采用 Kaplan-Meier 法对不同治疗组合方案的患者进行了亚组分层分析,并使用对数秩检验进行组间比较。通过接收器操作特征曲线(ROC)、校正曲线和临床决策曲线分析(DCA)对模型的预测准确性进行了评估:共纳入2005年至2015年的7556例样本数据,按照放疗和手术的相关顺序分为S组6639例(87.86%)、R_S组408例(5.4%)和S_R组509例(6.74%)。经过倾向评分匹配(PSM)后,各组的主要临床特征均衡且具有可比性。R_S组和S组在PSM前后的平均生存时间差异无统计学意义(P值>0.05),而S_R组和S组在PSM后的平均生存时间差异有统计学意义(P值<0.05)。在多因素 Cox 分析中,M1 分期和结节≥ 9 是独立的危险因素。年龄在 70-75 岁之间是 R_S 组和 S 组直肠癌患者的独立保护因素。婚姻状况、T4 期、N2 期、M1 期和结节≥ 9 是 S_R 组和 S 组直肠癌患者的独立危险因素,而 70-81 岁是独立保护因素。ROC 曲线面积、模型 C 指数和生存校准曲线表明,模型的实际值与预测值之间具有良好的一致性。3年、5年和10年生存期的DCA表明该模型具有一定的应用潜力:研究结果表明,接受新辅助放疗和手术治疗的老年患者与单纯接受手术治疗的老年患者在总生存期(OS)上无明显差异;接受手术治疗和辅助放疗的老年患者与单纯接受手术治疗的老年患者相比有一定的生存获益,但辅助放疗的获益并不明显。因此,对 70 岁以上的直肠癌患者进行放疗时,应根据病情的个体差异,制定精确的治疗方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analysis of the impact of radiotherapy and surgical treatment regimens based on the SEER database on the survival outcomes of rectal cancer patients over 70 years.

Objective: This study evaluates the impact of different combinations of treatment regimens, such as additional radiation, chemotherapy, and surgical treatments, on the survival of elderly rectal cancer patients ≥ 70 years of age to support physicians' clinical decision-making.

Methods: Data from a sample of elderly rectal cancer patients aged ≥ 70 years diagnosed from 2005-2015 from the US surveillance, epidemiology, and end results (SEER) database were retrospectively analyzed. The best cut-off point was selected using the x-tile software for the three continuity indices: age, tumor size, and number of regional lymph nodes. All patients were categorized into either the neoadjuvant radiotherapy and surgery group (R_S group), the surgical treatment group (S group), or the surgery and adjuvant radiotherapy group (S_R group). The propensity score allocation was used to match each included study subject in a 1:1 ratio, and the restricted mean survival time method (RMST) was used to predict the mean survival of rectal cancer patients within 5 and 10 years. The prognostic risk factors for rectal cancer patients were determined using univariate and multivariate Cox regression analyses, and nomograms were constructed. A subgroup stratification analysis of patients with different treatment combination regimens was performed using the Kaplan-Meier method, and log-rank tests were used for between-group comparisons. The model's predictive accuracy was assessed by receiver operating characteristic (ROC) curves, correction curves, and a clinical decision curve analysis (DCA).

Results: A total of 7556 cases of sample data from 2005 to 2015 were included, which were categorized into 6639 patients (87.86%) in the S group, 408 patients (5.4%) in the R_S group, and 509 patients (6.74%) in the S_R group, according to the relevant order of radiotherapy and surgery. After propensity score matching (PSM), the primary clinical characteristics of the groups were balanced and comparable. The difference in the mean survival time before and after PSM was not statistically significant in both R_S and S groups (P value > 0.05), and the difference in the mean survival time after PSM was statistically substantial in S_R and S groups (P value < 0.05). In the multifactorial Cox analysis, the M1 stage and Nodes ≥ 9 were independent risk factors. An age between 70-75 was an independent protective factor for patients with rectal cancer in the R_S and S groups. The Marital_status, T4 stage, N2 stage, M1 stage, and Nodes ≥ 9 were independent risk factors for patients with rectal cancer in the S_R and S groups, and an age between 70-81 was an independent protective factor. The ROC curve area, the model C index, and the survival calibration curve suggested good agreement between the actual and predicted values of the model. The DCA for 3-year, 5-year, and 10-year survival periods indicated that the model had some potential for application.

Conclusions: The results of the study showed no significant difference in the overall survival (OS) between elderly patients who received neoadjuvant radiotherapy and surgery and those who received surgery alone; elderly patients who received surgery and adjuvant radiotherapy had some survival benefits compared with those who received surgery alone, though the benefit of adjuvant radiotherapy was not significant. Therefore, radiotherapy for rectal cancer patients older than 70 years old should be based on individual differences in condition, and a precise treatment plan should be developed.

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来源期刊
Mathematical Biosciences and Engineering
Mathematical Biosciences and Engineering 工程技术-数学跨学科应用
CiteScore
3.90
自引率
7.70%
发文量
586
审稿时长
>12 weeks
期刊介绍: Mathematical Biosciences and Engineering (MBE) is an interdisciplinary Open Access journal promoting cutting-edge research, technology transfer and knowledge translation about complex data and information processing. MBE publishes Research articles (long and original research); Communications (short and novel research); Expository papers; Technology Transfer and Knowledge Translation reports (description of new technologies and products); Announcements and Industrial Progress and News (announcements and even advertisement, including major conferences).
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