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Stochastic modelling of multistage carcinogenesis and progression of human lung cancer

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成果类型:
期刊论文
作者:
Li, Lingling*;Tian, Tianhai;Zhang, Xinan
通讯作者:
Li, Lingling
作者机构:
[Li, Lingling] Xian Polytech Univ, Sch Sci, Xian 710048, Shaanxi, Peoples R China.
[Tian, Tianhai] Monash Univ, Sch Math Sci, Melbourne, Vic 3800, Australia.
[Zhang, Xinan] Cent China Normal Univ, Sch Math & Stat, Wuhan 430079, Hubei, Peoples R China.
通讯机构:
[Li, Lingling] X
Xian Polytech Univ, Sch Sci, Xian 710048, Shaanxi, Peoples R China.
语种:
英文
关键词:
Clonal expansion;Driver mutation;Multistage model;Robustness analysis
期刊:
Journal of Theoretical Biology
ISSN:
0022-5193
年:
2019
卷:
479
页码:
81-89
基金类别:
National Nature Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [11071275, 11371161]; PHD Research Start-up Fund of Xi'an Polytechnic University [107020422]; Natural Science Foundation of Shaanxi Provincial Department of Education [19JK0359]
机构署名:
本校为其他机构
院系归属:
数学与统计学学院
摘要:
In this paper, we propose a stochastic multistage model that incorporates clonal expansion of premalignant cells and mutational events. Using the age-specific lung cancer as the test system, the proposed model is used to fit the incidence data in the Surveillance, Epidemiology, and End Results (SEER) registry. We first use the model with different numbers of mutations to fit the data of all lung cancer patients. Our results demonstrate that, although from two to six driver mutations in the genome of lung stem cells are reasonable for normal lung stem cells to become a malignant cell, three dri...

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