Cargando…

The OncoSim-Breast Cancer Microsimulation Model

Background: 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. Methods: The OncoSim-Breast model simulates the onset, growth, and spread of...

Descripción completa

Detalles Bibliográficos
Autores principales: Yong, Jean H. E., Nadeau, Claude, Flanagan, William M., Coldman, Andrew J., Asakawa, Keiko, Garner, Rochelle, Fitzgerald, Natalie, Yaffe, Martin J., Miller, Anthony B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8947518/
https://www.ncbi.nlm.nih.gov/pubmed/35323336
http://dx.doi.org/10.3390/curroncol29030136
_version_ 1784674458590511104
author Yong, Jean H. E.
Nadeau, Claude
Flanagan, William M.
Coldman, Andrew J.
Asakawa, Keiko
Garner, Rochelle
Fitzgerald, Natalie
Yaffe, Martin J.
Miller, Anthony B.
author_facet Yong, Jean H. E.
Nadeau, Claude
Flanagan, William M.
Coldman, Andrew J.
Asakawa, Keiko
Garner, Rochelle
Fitzgerald, Natalie
Yaffe, Martin J.
Miller, Anthony B.
author_sort Yong, Jean H. E.
collection PubMed
description Background: 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. Methods: 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. Results: 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. Conclusions: 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.
format Online
Article
Text
id pubmed-8947518
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-89475182022-03-25 The OncoSim-Breast Cancer Microsimulation Model Yong, Jean H. E. Nadeau, Claude Flanagan, William M. Coldman, Andrew J. Asakawa, Keiko Garner, Rochelle Fitzgerald, Natalie Yaffe, Martin J. Miller, Anthony B. Curr Oncol Article Background: 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. Methods: 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. Results: 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. Conclusions: 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. MDPI 2022-03-03 /pmc/articles/PMC8947518/ /pubmed/35323336 http://dx.doi.org/10.3390/curroncol29030136 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Yong, Jean H. E.
Nadeau, Claude
Flanagan, William M.
Coldman, Andrew J.
Asakawa, Keiko
Garner, Rochelle
Fitzgerald, Natalie
Yaffe, Martin J.
Miller, Anthony B.
The OncoSim-Breast Cancer Microsimulation Model
title The OncoSim-Breast Cancer Microsimulation Model
title_full The OncoSim-Breast Cancer Microsimulation Model
title_fullStr The OncoSim-Breast Cancer Microsimulation Model
title_full_unstemmed The OncoSim-Breast Cancer Microsimulation Model
title_short The OncoSim-Breast Cancer Microsimulation Model
title_sort oncosim-breast cancer microsimulation model
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8947518/
https://www.ncbi.nlm.nih.gov/pubmed/35323336
http://dx.doi.org/10.3390/curroncol29030136
work_keys_str_mv AT yongjeanhe theoncosimbreastcancermicrosimulationmodel
AT nadeauclaude theoncosimbreastcancermicrosimulationmodel
AT flanaganwilliamm theoncosimbreastcancermicrosimulationmodel
AT coldmanandrewj theoncosimbreastcancermicrosimulationmodel
AT asakawakeiko theoncosimbreastcancermicrosimulationmodel
AT garnerrochelle theoncosimbreastcancermicrosimulationmodel
AT fitzgeraldnatalie theoncosimbreastcancermicrosimulationmodel
AT yaffemartinj theoncosimbreastcancermicrosimulationmodel
AT milleranthonyb theoncosimbreastcancermicrosimulationmodel
AT yongjeanhe oncosimbreastcancermicrosimulationmodel
AT nadeauclaude oncosimbreastcancermicrosimulationmodel
AT flanaganwilliamm oncosimbreastcancermicrosimulationmodel
AT coldmanandrewj oncosimbreastcancermicrosimulationmodel
AT asakawakeiko oncosimbreastcancermicrosimulationmodel
AT garnerrochelle oncosimbreastcancermicrosimulationmodel
AT fitzgeraldnatalie oncosimbreastcancermicrosimulationmodel
AT yaffemartinj oncosimbreastcancermicrosimulationmodel
AT milleranthonyb oncosimbreastcancermicrosimulationmodel