Access the full text.
Sign up today, get DeepDyve free for 14 days.
Xinan Zhang, Yile Fang, Yingdong Zhao, Weiming Zheng (2014)
Mathematical modeling the pathway of human breast cancer.Mathematical biosciences, 253
J. Brody (2011)
Age-Specific Incidence Data Indicate Four Mutations Are Required for Human Testicular CancersPLoS ONE, 6
B. Vogelstein, K. Kinzler (2004)
Cancer genes and the pathways they controlNature Medicine, 10
R. Meza, W. Hazelton, G. Colditz, S. Moolgavkar (2008)
Analysis of lung cancer incidence in the nurses’ health and the health professionals’ follow-up studies using a multistage carcinogenesis modelCancer Causes & Control, 19
H. Schöllnberger, N. Beerenwinkel, R. Hoogenveen, P. Vineis (2010)
Cell selection as driving force in lung and colon carcinogenesis.Cancer research, 70 17
D. Parkin, F. Bray, J. Ferlay, P. Pisani (2005)
Global Cancer Statistics, 2002CA: A Cancer Journal for Clinicians, 55
W. Hahn, R. Weinberg (2002)
Modelling the molecular circuitry of cancerNature Reviews Cancer, 2
B. Vogelstein, K. Kinzler (1993)
The multistep nature of cancer.Trends in genetics : TIG, 9 4
Ani Asatryan, N. Komarova (2016)
Evolution of genetic instability in heterogeneous tumors.Journal of theoretical biology, 396
P. Yang, J. Cerhan, R. Vierkant, J. Olson, C. Vachon, P. Limburg, A. Parker, K. Anderson, T. Sellers (2002)
Adenocarcinoma of the lung is strongly associated with cigarette smoking: further evidence from a prospective study of women.American journal of epidemiology, 156 12
Lingling Li, Tianhai Tian, Xinan Zhang (2019)
Stochastic modelling of multistage carcinogenesis and progression of human lung cancer.Journal of theoretical biology
A. Jemal, F. Bray, Melissa Center, J. Ferlay, Elizabeth Ward, D. Forman (2011)
Global cancer statisticsCA: A Cancer Journal for Clinicians, 61
Lingling Li, Tianhai Tian, Xinan Zhang (2017)
Mutation Mechanisms of Human Breast CancerJournal of computational biology : a journal of computational molecular cell biology, 25 4
I. Shih, Wei Zhou, S. Goodman, C. Lengauer, K. Kinzler, B. Vogelstein (2001)
Evidence that genetic instability occurs at an early stage of colorectal tumorigenesis.Cancer research, 61 3
N. Dubrawsky (1989)
Cancer statisticsCA: A Cancer Journal for Clinicians, 39
S. Moolgavkar, G. Luebeck (1990)
Two-event model for carcinogenesis: biological, mathematical, and statistical considerations.Risk analysis : an official publication of the Society for Risk Analysis, 10 2
A. Patel, G. Obrams (1995)
Adenocarcinoma of the lung.Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology, 4 2
(2007)
Environmental and genetic risk factors of lung cancer, outcome prediction in cancer
J. Bielas, L. Loeb (2005)
Mutator phenotype in cancer: Timing and perspectivesEnvironmental and Molecular Mutagenesis, 45
C. Bain, D. Feskanich, F. Speizer, M. Thun, E. Hertzmark, B. Rosner, G. Colditz (2004)
Lung cancer rates in men and women with comparable histories of smoking.Journal of the National Cancer Institute, 96 11
M. Stratton, P. Campbell, Peter Campbell, P. Futreal (2009)
The cancer genomeNature, 458
C. Lengauer, K. Kinzler, B. Vogelstein (1998)
Genetic instabilities in human cancersNature, 396
M. Malvezzi, G. Carioli, P. Bertuccio, Tiziana Rosso, P. Boffetta, F. Levi, C. Vecchia, E. Negri (2016)
European cancer mortality predictions for the year 2016 with focus on leukaemias.Annals of oncology : official journal of the European Society for Medical Oncology, 27 4
Tony Gutschner, S. Diederichs (2012)
The hallmarks of cancerRNA Biology, 9
M. Jensen, Allen Wilcox, Jørn Olsen, J. Bonde, A. Thulstrup, C. Ramlau-Hansen, T. Henriksen (2012)
Cryptorchidism and hypospadias in a cohort of 934,538 Danish boys: the role of birth weight, gestational age, body dimensions, and fetal growth.American journal of epidemiology, 175 9
C. Cruz, L. Tanoue, R. Matthay (2011)
Lung cancer: epidemiology, etiology, and prevention.Clinics in chest medicine, 32 4
J. Marx (2002)
Debate Surges Over the Origins of Genomic Defects in CancerScience, 297
S. Khuder (2001)
Effect of cigarette smoking on major histological types of lung cancer: a meta-analysis.Lung cancer, 31 2-3
C. Tomasetti, L. Marchionni, M. Nowak, G. Parmigiani, B. Vogelstein (2014)
Only three driver gene mutations are required for the development of lung and colorectal cancersProceedings of the National Academy of Sciences, 112
L. Loeb, K. Loeb, Jon Anderson (2003)
Multiple mutations and cancerProceedings of the National Academy of Sciences of the United States of America, 100
S. Moolgavkar, T. Holford, D. Levy, D. Levy, D. Levy, C. Kong, Millenia Foy, Millenia Foy, L. Clarke, Jihyoun Jeon, W. Hazelton, R. Meza, R. Meza, F. Schultz, W. McCarthy, R. Boer, O. Gorlova, G. Gazelle, M. Kimmel, M. Kimmel, P. McMahon, H. Koning, E. Feuer, E. Feuer (2012)
Impact of Reduced Tobacco Smoking on Lung Cancer Mortality in the United States During 1975–2000JNCI Journal of the National Cancer Institute, 104
E. Zang, E. Wynder (1996)
Differences in lung cancer risk between men and women: examination of the evidence.Journal of the National Cancer Institute, 88 3-4
C. Nordling (1953)
A New Theory on the Cancer-inducing MechanismBritish Journal of Cancer, 7
Xinan Zhang, R. Simon (2005)
Estimating the number of rate limiting genomic changes for human breast cancerBreast Cancer Research and Treatment, 91
P. Armitage, R. Doll, R. Doll (1954)
The Age Distribution of Cancer and a Multi-stage Theory of CarcinogenesisBritish Journal of Cancer, 8
M. Thun, S. Henley, D. Burns, A. Jemal, T. Shanks, E. Calle (2006)
Lung cancer death rates in lifelong nonsmokers.Journal of the National Cancer Institute, 98 10
G. Kvåle, E. Bjelke, J. Gart (1983)
Dietary habits and lung cancer riskInternational Journal of Cancer, 31
W. Heidenreich, E. Luebeck, S. Moolgavkar (1997)
Some Properties of the Hazard Function of the Two‐Mutation Clonal Expansion ModelRisk Analysis, 17
Ahmed Nagah, A. Amer (2020)
Different Mechanisms of Cigarette Smoking-Induced Lung CancerActa Biotheoretica, 69
E. Wynder, D. Hoffmann (1994)
Smoking and lung cancer: scientific challenges and opportunities.Cancer research, 54 20
(1983)
: a meta - analy
K. Leffondré, M. Abrahamowicz, J. Siemiatycki, B. Rachet (2002)
Modeling smoking history: a comparison of different approaches.American journal of epidemiology, 156 9
S. Moolgavkar, N. Day, R. Stevens (1980)
Two-stage model for carcinogenesis: Epidemiology of breast cancer in females.Journal of the National Cancer Institute, 65 3
M. Gaffney, B. Altshuler (1988)
Examination of the role of cigarette smoke in lung carcinogenesis using multistage models.Journal of the National Cancer Institute, 80 12
R. Meza, Jihyoun Jeon, S. Moolgavkar, E. Luebeck (2008)
Age-specific incidence of cancer: Phases, transitions, and biological implicationsProceedings of the National Academy of Sciences, 105
Gabrielle Ray, D. Henson, A. Schwartz (2010)
Cigarette smoking as a cause of cancers other than lung cancer: an exploratory study using the Surveillance, Epidemiology, and End Results Program.Chest, 138 3
Nicholas Day, Charles Brown (1980)
Multistage models and primary prevention of cancer.Journal of the National Cancer Institute, 64 4
Lingling Li, Tianhai Tian, Xinan Zhang (2017)
The impact of radiation on the development of lung cancer.Journal of theoretical biology, 428
N. Weiss, E. Zang (1996)
DIFFERENCES IN LUNG CANCER RISK BETWEEN MEN AND WOMEN : EXAMINATION OF THEEVIDENCE. AUTHOR'S REPLY
Ahmed Nagah, A. Amer, Xinan Zhang (2019)
The effect of cigarette smoking on lung cancer evolution.Mathematical biosciences and engineering : MBE, 16 6
Lei-Shih Chen, K. Kaphingst, Tung-Sung Tseng, Shixi Zhao (2016)
How are lung cancer risk perceptions and cigarette smoking related?-testing an accuracy hypothesis.Translational cancer research, 5 Suppl 5
L. Loeb (1991)
Mutator phenotype may be required for multistage carcinogenesis.Cancer research, 51 12
C. Brown, K. Chu (1983)
Implications of the multistage theory of carcinogenesis applied to occupational arsenic exposure.Journal of the National Cancer Institute, 70 3
C. Henschke, O. Miettinen (2004)
Women's susceptibility to tobacco carcinogens.Lung cancer, 43 1
Meera Jain, J. Burch, G. Howe, H. Risch, A. Miller (1990)
Dietary factors and risk of lung cancer: Results from a case‐control study, toronto, 1981–1985International Journal of Cancer, 45
The risk of cigarette smoking plays a pivotal role in increasing the incidence rates of lung cancer. This paper sheds new light on modeling the impact of cigarette smoking on lung cancer evolution, especially genetic instability and the number of gene mutations in the genome of stem cells. To handle this issue, we have set up stochastic multi-stage models to fit the data set of the probabilities of current and former smokers from the Nurses’ Health Study cohort of females (NHS) and the Health Professionals Follow up Study cohort of men (HPFS). Throughout this paper, we consider both mutation rates and clonal expansion rates as parameters in each compartment. For current and former smokers, three-driver mutations are most likely to take place in the progression of lung cancer under smoking risk. For current smokers, our findings reveal that two to sixteen gene mutations are required to obtain a cancerous cell among men and women in US. Moreover, two to six (eleven) cancer-mutations are available in the pathway to lung cancer among former smokers who have quit smoking for more (less) than ten years for both male and female patients. This highlights that cigarette smoking stimulates the number of driver mutations during lung tumorigenesis in both sexes. It is very crucial to examine the role of cigarette smoking in determining whether genomic instability is an early stage or late stage in the process of lung carcinogenesis.
Acta Biotheoretica – Springer Journals
Published: Sep 26, 2020
Read and print from thousands of top scholarly journals.
Already have an account? Log in
Bookmark this article. You can see your Bookmarks on your DeepDyve Library.
To save an article, log in first, or sign up for a DeepDyve account if you don’t already have one.
Copy and paste the desired citation format or use the link below to download a file formatted for EndNote
Access the full text.
Sign up today, get DeepDyve free for 14 days.
All DeepDyve websites use cookies to improve your online experience. They were placed on your computer when you launched this website. You can change your cookie settings through your browser.