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Modeling and Control of Colorectal Cancer
Colorectal Cancer (CRC) is becoming a major threat to people’s life in China. Screening methods adopted by many other countries as effective counter-cancer methods have not been explicitly explored for people there. Thus, we present a Markov model with detailed precancerous adenoma states and then e...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4990263/ https://www.ncbi.nlm.nih.gov/pubmed/27536786 http://dx.doi.org/10.1371/journal.pone.0161349 |
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author | Song, Li-Peng Wang, Hao-Yu |
author_facet | Song, Li-Peng Wang, Hao-Yu |
author_sort | Song, Li-Peng |
collection | PubMed |
description | Colorectal Cancer (CRC) is becoming a major threat to people’s life in China. Screening methods adopted by many other countries as effective counter-cancer methods have not been explicitly explored for people there. Thus, we present a Markov model with detailed precancerous adenoma states and then evaluate various screening strategies in this paper. Different from current researches, our model considers the population’s heterogeneous risk of developing adenomas and observation-based screening strategies. Furthermore, we also give a new cost-effectiveness metric. After calibrating, the model is simulated using the Monte Carlo method. Numerical results show that there are threshold values of compliance rates below which strategy with every ten-year colonoscopy becomes the most cost-effective method; otherwise, an observation-based screening strategy is the most cost-effective. We also find that strategy with single colonoscopy for adenoma-free individuals and every three-year colonoscopy for those with adenoma is recommended when the observation-based strategy is not considered. Our findings give an explicit and complete instruction in CRC screening protocol in average-risk Chinese. |
format | Online Article Text |
id | pubmed-4990263 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-49902632016-08-29 Modeling and Control of Colorectal Cancer Song, Li-Peng Wang, Hao-Yu PLoS One Research Article Colorectal Cancer (CRC) is becoming a major threat to people’s life in China. Screening methods adopted by many other countries as effective counter-cancer methods have not been explicitly explored for people there. Thus, we present a Markov model with detailed precancerous adenoma states and then evaluate various screening strategies in this paper. Different from current researches, our model considers the population’s heterogeneous risk of developing adenomas and observation-based screening strategies. Furthermore, we also give a new cost-effectiveness metric. After calibrating, the model is simulated using the Monte Carlo method. Numerical results show that there are threshold values of compliance rates below which strategy with every ten-year colonoscopy becomes the most cost-effective method; otherwise, an observation-based screening strategy is the most cost-effective. We also find that strategy with single colonoscopy for adenoma-free individuals and every three-year colonoscopy for those with adenoma is recommended when the observation-based strategy is not considered. Our findings give an explicit and complete instruction in CRC screening protocol in average-risk Chinese. Public Library of Science 2016-08-18 /pmc/articles/PMC4990263/ /pubmed/27536786 http://dx.doi.org/10.1371/journal.pone.0161349 Text en © 2016 Song, Wang http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Song, Li-Peng Wang, Hao-Yu Modeling and Control of Colorectal Cancer |
title | Modeling and Control of Colorectal Cancer |
title_full | Modeling and Control of Colorectal Cancer |
title_fullStr | Modeling and Control of Colorectal Cancer |
title_full_unstemmed | Modeling and Control of Colorectal Cancer |
title_short | Modeling and Control of Colorectal Cancer |
title_sort | modeling and control of colorectal cancer |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4990263/ https://www.ncbi.nlm.nih.gov/pubmed/27536786 http://dx.doi.org/10.1371/journal.pone.0161349 |
work_keys_str_mv | AT songlipeng modelingandcontrolofcolorectalcancer AT wanghaoyu modelingandcontrolofcolorectalcancer |