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验证针对替代模型预测和随机对照试验长期结直肠癌发病率和死亡率结局的微观模拟模型。

Validation of Microsimulation Models against Alternative Model Predictions and Long-Term Colorectal Cancer Incidence and Mortality Outcomes of Randomized Controlled Trials.

机构信息

Prince of Wales Clinical School, University of NSW, New South Wales, Australia.

Cancer Research Division, Cancer Council NSW, New South Wales, Australia.

出版信息

Med Decis Making. 2020 Aug;40(6):815-829. doi: 10.1177/0272989X20944869.

Abstract

. This study aimed to assess the validity of 2 microsimulation models of colorectal cancer (CRC), and . The model-estimated CRC risk in population subgroups with different health statuses, "dwell time" (time from incident precancerous polyp to symptomatically detected CRC), and reduction in symptomatically detected CRC incidence after a one-time complete removal of polyps and/or undetected CRC were compared with published findings from 3 well-established models (, and ). Furthermore, 6 randomized controlled trials (RCTs) that provided screening using a guaiac fecal occult blood test (Funen trial, Burgundy trial, and Minnesota Colon Cancer Control Study [MCCCS]) or flexible sigmoidoscopy (NORCCAP, SCORE, and UKFSST) with long-term follow-up were simulated. Model-estimated long-term relative reductions of CRC incidence (RR) and mortality (RR) were compared with the RCTs' findings. . The and estimates showed more similarities to and . For example, overall dwell times estimated by (24.0 years) and (25.3) were comparable to (25.8) and (25.2) but higher than (10.6). In addition, ∼86% of 's and ∼74% of 's estimated RR and RR were consistent with the RCTs' long-term follow-up findings. For example, at 17 to 18 years of follow-up, the MCCCS reported RR of 0.67 (95% confidence interval [CI], 0.51-0.83) and 0.79 (95% CI, 0.62-0.97) for the annual and biennial screening arm, respectively, and the UKFSST reported RR of 0.70 (95% CI, 0.62-0.79) for CRC at all sites and 0.54 (95% CI, 0.46-0.65) for distal CRC. The corresponding model estimates were 0.65, 0.74, 0.81, and 0.61, respectively, for and 0.65, 0.70, 0.75, and 0.58, respectively, for . . and 's estimates are largely consistent with the data included for comparisons, which indicates good model validity.

摘要

这项研究旨在评估两种结直肠癌(CRC)的微观模拟模型的有效性,和。该模型估计了不同健康状况、“滞留时间”(从癌前息肉发病到症状性发现 CRC 的时间)和一次性完全切除息肉和/或未发现 CRC 后症状性发现 CRC 发病率降低的人群亚组中的 CRC 风险,并与 3 种成熟模型(,和)的已发表研究结果进行了比较。此外,还模拟了 6 项提供粪便潜血试验(芬兰试验、勃艮第试验和明尼苏达州结肠癌控制研究[MCCCS])或乙状结肠镜检查(NORCCAP、SCORE 和 UKFSST)筛查的随机对照试验(RCT),并进行了长期随访。模型估计的 CRC 发病率(RR)和死亡率(RR)的长期相对降低率与 RCT 的发现进行了比较。和的估计结果与和更为相似。例如,由(24.0 年)和(25.3)估计的总体滞留时间与(25.8)和(25.2)相当,但高于(10.6)。此外,约 86%的和约 74%的估计 RR 和 RR 与 RCT 的长期随访结果一致。例如,在 17 至 18 年的随访中,MCCCS 报告了年度和每两年筛查组的 CRC 相对危险度分别为 0.67(95%置信区间[CI],0.51-0.83)和 0.79(95%CI,0.62-0.97),而 UKFSST 报告了所有部位 CRC 的相对危险度为 0.70(95%CI,0.62-0.79)和远端 CRC 的相对危险度为 0.54(95%CI,0.46-0.65)。相应的模型估计值分别为 0.65、0.74、0.81 和 0.61,用于和 0.65、0.70、0.75 和 0.58,分别用于。和的估计结果在很大程度上与比较中包含的数据一致,这表明模型具有良好的有效性。

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