ArticlePloS one2016
Age Effects and Temporal Trends in HPV-Related and HPV-Unrelated Oral Cancer in the United States: A Multistage Carcinogenesis Modeling Analysis.
Article in PloS one, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 1 of them a synthesis that pooled it.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
14 citing papers in PubMed, 1 synthesis or guideline pooled it.
- The Magnitude of the Association between Human Papillomavirus and Oral Lichen Planus: A Meta-Analysis.PloS one · 2016Pooled it
- Oxygen, angiogenesis, cancer and immune interplay in breast tumour microenvironment: a computational investigation.Royal Society open science · 2024Article
- Type distribution of human papillomaviruses in ThinPrep cytology samples and HPV16/18 E6 gene variations in FFPE cervical cancer specimens in Fars province, Iran.Cancer cell international · 2023Article
- Modeling age-specific incidence of colon cancer via niche competition.PLoS computational biology · 2022Article
- The impact of vaccination on human papillomavirus infection with disassortative geographical mixing: a two-patch modeling study.Journal of mathematical biology · 2022Article
- Heterogeneous nuclear ribonucleoprotein K is overexpressed and contributes to radioresistance irrespective of HPV status in head and neck squamous cell carcinoma.International journal of molecular medicine · 2020Article
- Viral Integration Analysis Reveals Likely Common Clonal Origin of Bilateral HPV16-Positive, p16-Positive Tonsil Tumors.Archives of clinical and medical case reports · 2020Article
- Case Studies of Gastric, Lung, and Oral Cancer Connect Etiologic Agent Prevalence to Cancer Incidence.Cancer research · 2018Article
- Human Papillomavirus Genome Integration and Head and Neck Cancer.Journal of dental research · 2018Review
- A Systematic Approach to Determining the Identifiability of Multistage Carcinogenesis Models.Risk analysis : an official publication of the Society for Risk Analysis · 2017Article
- Mechanistic mathematical models: An underused platform for HPV research.Papillomavirus research (Amsterdam, Netherlands) · 2017Review
- Parameter estimation for multistage clonal expansion models from cancer incidence data: A practical identifiability analysis.PLoS computational biology · 2017Article
- Spatial Measures of Genetic Heterogeneity During Carcinogenesis.Bulletin of mathematical biology · 2017Article
- Quantifying the Dynamics of Field Cancerization in Tobacco-Related Head and Neck Cancer: A Multiscale Modeling Approach.Cancer research · 2016Article
Corrections and comments
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Authors and funding
3 authors.
Funding
Abstract
Differences in prognosis in HPV-positive and HPV-negative oral (oropharyngeal and oral cavity) squamous cell carcinomas (OSCCs) and increasing incidence of HPV-related cancers have spurred interest in demographic and temporal trends in OSCC incidence. We leverage multistage clonal expansion (MSCE) models coupled with age-period-cohort (APC) epidemiological models to analyze OSCC data in the SEER cancer registry (1973-2012). MSCE models are based on the initiation-promotion-malignant conversion paradigm in carcinogenesis and allow for interpretation of trends in terms of biological mechanisms. APC models seek to differentiate between the temporal effects of age, period, and birth cohort on cancer risk. Previous studies have looked at the effect of period and cohort on tumor initiation, and we extend this to compare model fits of period and cohort effects on each of tumor initiation, promotion, and malignant conversion rates. HPV-related, HPV-unrelated except oral tongue, and HPV-unrelated oral tongue sites are best described by placing period and cohort effects on the initiation rate. HPV-related and non-oral-tongue HPV-unrelated cancers have similar promotion rates, suggesting similar tumorigenesis dynamics once initiated. Estimates of promotion rates at oral tongue sites are lower, corresponding to a longer sojourn time; this finding is consistent with the hypothesis of an etiology distinct from HPV or alcohol and tobacco use. Finally, for the three subsite groups, men have higher initiation rates than women of the same race, and black people have higher promotion than white people of the same sex. These differences explain part of the racial and sex differences in OSCC incidence.
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