Models of HPV as an Infectious Disease and as an Etiological Agent of Cancer.

Human papillomavirus (HPV);Age-period-cohort model;Multisite infectious disease model;Multistage clonal expansion model;Oral cancer;National Health and Nutrition Examination Survey;Public Health;Mathematics;Statistics and Numeric Data;Health Sciences;Science;Applied and Interdisciplinary Mathematics

Brouwer, Andrew FrederickShedden, Kerby ;

University of Michigan

关键词: Human papillomavirus (HPV);    Age-period-cohort model;    Multisite infectious disease model;    Multistage clonal expansion model;    Oral cancer;    National Health and Nutrition Examination Survey;    Public Health;    Mathematics;    Statistics and Numeric Data;    Health Sciences;    Science;    Applied and Interdisciplinary Mathematics;   

Others  :  https://deepblue.lib.umich.edu/bitstream/handle/2027.42/111523/brouweaf_1.pdf?sequence=1&isAllowed=y

瑞士|英语

来源: The Illinois Digital Environment for Access to Learning and Scholarship

【 摘 要 】

The human papillomavirus (HPV) infects multiple sites in the human epithelium and is the etiological agent for over 90% of anogenital cancers and an increasing percentage of oropharyngeal cancers. HPV presents an inherently multiscale problem: disease prevalence is known at the population level, infection and disease progression occur within an individual, and cancer incidence is given again for the population. This dissertation uses several mathematical models (of prevalence, transmission, and the progression to oral cancer) to address HPV at different levels.Using data from the National Health and Nutrition Examination Survey, I assess trends in prevalence of cervical HPV and seroprevalence of HPV antibodies using age-period-cohort (APC) epidemiological models that seek to differentiate between the temporal effects of age, period, and birth cohort. Additionally, I consider demographic (age, race) variation in concurrence and type-concordance of genital and oral infections and serum antibodies and the impact of vaccination on seroprevalence and genital prevalence among women.To study the dynamics of HPV transmission and infection, I develop a multisite transmission model that includes consideration of autoinoculation. Assuming homogeneous contacts, I analyze the basic reproductive number R0, as well as type and target reproduction numbers, for a two-site model. I find R0 takes the maximum of certain next generation matrix terms or takes their geometric average in certain limiting cases, and heterogeneity in the same-site terms increases R0 while heterogeneity in the cross-site terms decreases it. I extend this analysis to a heterosexual population, which yields dynamics analogous to those of vector-host models.Finally, I leverage multistage clonal expansion (MSCE) models of cancer biology coupled with APC models to analyze oral squamous cell carcinoma data in the Surveillance, Epidemiology, and End Results cancer registry. MSCE models are based on the initiation-promotion-malignant conversion paradigm in carcinogenesis. I find thatHPV-related, HPV-unrelated, and oral tongue sites are best described by placing period and cohort effects on the initiation rate. Racial differences in estimated biological parameters as well as period and cohort trends are considered. To connect HPV prevalence to incidence of oral cancer, I develop MSCE models that use initiation rates dependent on HPV prevalence.