Yong Jean H E, Nadeau Claude, Flanagan William M, Coldman Andrew J, Asakawa Keiko, Garner Rochelle, Fitzgerald Natalie, Yaffe Martin J, Miller Anthony B
Canadian Partnership Against Cancer, Toronto, ON M5H 1J8, Canada.
Statistics Canada, Ottawa, ON K1A 0T6, Canada.
Curr Oncol. 2022 Mar 3;29(3):1619-1633. doi: 10.3390/curroncol29030136.
OncoSim-Breast is a Canadian breast cancer simulation model to evaluate breast cancer interventions. This paper aims to describe the OncoSim-Breast model and how well it reproduces observed breast cancer trends.
The OncoSim-Breast model simulates the onset, growth, and spread of invasive and ductal carcinoma in situ tumours. It combines Canadian cancer incidence, mortality, screening program, and cost data to project population-level outcomes. Users can change the model input to answer specific questions. Here, we compared its projections with observed data. First, we compared the model's projected breast cancer trends with the observed data in the Canadian Cancer Registry and from Vital Statistics. Next, we replicated a screening trial to compare the model's projections with the trial's observed screening effects.
OncoSim-Breast's projected incidence, mortality, and stage distribution of breast cancer were close to the observed data in the Canadian Cancer Registry and from Vital Statistics. OncoSim-Breast also reproduced the breast cancer screening effects observed in the UK Age trial.
OncoSim-Breast's ability to reproduce the observed population-level breast cancer trends and the screening effects in a randomized trial increases the confidence of using its results to inform policy decisions related to early detection of breast cancer.
OncoSim-Breast是一个用于评估乳腺癌干预措施的加拿大乳腺癌模拟模型。本文旨在描述OncoSim-Breast模型以及它对观察到的乳腺癌趋势的再现程度。
OncoSim-Breast模型模拟浸润性癌和原位导管癌肿瘤的发病、生长和扩散。它结合了加拿大癌症发病率、死亡率、筛查计划和成本数据,以预测人群水平的结果。用户可以更改模型输入以回答特定问题。在此,我们将其预测结果与观察数据进行了比较。首先,我们将模型预测的乳腺癌趋势与加拿大癌症登记处和人口动态统计中的观察数据进行了比较。接下来,我们复制了一项筛查试验,以将模型的预测结果与试验观察到的筛查效果进行比较。
OncoSim-Breast预测的乳腺癌发病率、死亡率和分期分布与加拿大癌症登记处和人口动态统计中的观察数据接近。OncoSim-Breast还再现了英国年龄试验中观察到的乳腺癌筛查效果。
OncoSim-Breast再现观察到的人群水平乳腺癌趋势和随机试验中筛查效果的能力,增加了使用其结果为与乳腺癌早期检测相关的政策决策提供信息的信心。