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A compartmentalized simulation model for evaluation of HPV vaccination policies in Colombia

Published: 11 December 2016 Publication History

Abstract

Cervical cancer (CC) is the second leading cause of cancer-related deaths among Colombian women, caused most commonly by Human Papillomavirus (HPV) infection. Screening programs, vaccination against HPV and improved socio-economic conditions have significantly reduced CC mortality rate over the last 40 years. Understanding the transmission dynamics of HPV infection is essential to the definition of cost-effective disease control strategies. We propose a compartmentalized epidemiological simulation model based on differential equations, which represents HPV transmission within the population, likelihood of infection clearance, virus induced appearance of precancerous lesions and eventually of CC. Time-dependent birth and natural mortality rates inferred from census are used to calibrate model population dynamics. Literature data and 5-years medical records of 3,428 Colombian women are used to estimate the infection dynamics and cancerous stages. The model allows evaluating the predicted effects of vaccination strategies against HPV, providing valuable support to healthcare decision-makers.

References

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American Cancer Society 2014a. "What is Cervical Cancer?". http://www.cancer.org/cancer/cervicalcancer/detailedguide/cervical-cancer-what-is-cervical-cancer. Online; accessed 12 April 2016.
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American Cancer Society 2014b. "How is Cervical Cancer Diagnosed?". http://www.cancer.org/cancer/cervicalcancer/detailedguide/cervical-cancer-diagnosis. Online; accessed 12 April 2016.
[3]
Camargo, S. 2011. "Determinación de la Prevalencia de Infección y Coinfección por Virus del Papiloma Humano (VPH) y Asociación con Diferentes Factores de Riesgo". Master's Thesis, Universidad del Rosario, Bogotá, Colombia.
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Departamento Administrativo Nacional de Estadística 2007. "Boletín Censo General 2005: Datos Desagregados por Sexo". https://www.dane.gov.co/files/censos/libroCenso2005nacional.pdf. Online; accessed 12 April 2016.
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Dimitrov, N. B., and L. A. Meyers. 2010. "Mathematical Approaches to Infectious Disease Prediction and Control". JJ Hasenbein, ed. INFORMS Tutorials in Operations Research 7:1--25.
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Hernando Navarro-Newball, M. 2005. "Histerectomía Laparoscópica: Sistematización del Procedimiento y Propuesta para Programas de Capacitación". Colombia Médica 36 (2): 115--119.
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Kim, J., and S. Goldie. 2008. "Health and Economic Implications of HPV Vaccination in the United States". The New England Journal of Medicine 8 (359): 821--832.
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Ministerio de Salud 2013. "Bajan Tasas de Incidencia y Mortalidad de Cáncer de Cuello Uterino en Colombia". https://www.minsalud.gov.co/Paginas/Bajan-tasas-incidencia-mortalidad-cancer-cuello.aspx. Online; accessed 12 April 2016.
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Namen, M. I. 2014. "A POMDP Approach to Age-dependent Primary Screening Policies for Cervical Cancer in Colombia". Master's Thesis, Universidad de los Andes, Bogotá, Colombia.
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Orrego, J. 2013. "Evaluating HPV Vaccination Policies in Colombia". Undergraduate Thesis, Universidad de los Andes, Bogotá, Colombia.
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Pardo, C., and R. Cendales. 2015. Incidencia, Mortalidad y Prevalencia de Cáncer en Colombia 2007--2011. Instituto Nacional de Cancerología, Bogotá, Colombia.
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Profamilia 2015. "¿Qué Hace la Vacuna para Prevenir el Cáncer de Cuello Uterino?". http://profamilia.org.co/inicio/mujer-2/preguntas-y-respuestas-mujer/cancer-de-cuello-uterino/?id=29. Online; accessed 12 April 2016.
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Ruiz, E. G. V., R. Sanchez, and J. M. Lozano. 2013. "Análisis Epidemiológico sobre la Incidencia y Resolución de las Infecciones por el Virus del Papiloma Humano en Mujeres Sometidas a un Estudio de Seguimiento Retrospectivo". Revista Colombiana de Ciencias Químico Farmacéuticas 42 (2): 284--297.
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Sanitas Internacional Organization 2014. " Virus de Papiloma Humano, Primera Causa de Cáncer de Cuello Uterino". http://prestadores.colsanitas.com/portal/documents/233493/2438755/Boletin_Epidemiologico_Semanal_No_7.pdf. Online; accessed 12 April 2016.
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Wilches, M. 2015. "Estimating the Parameters of a POMDP Model for Cervical Cancer Primary Screening with a Colombian Data Base". Undergraduate Thesis, Universidad de los Andes, Bogotá, Colombia.
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  • (2017)An agent-based model to investigate behavior impacts on vector-borne disease spreadProceedings of the 2017 Winter Simulation Conference10.5555/3242181.3242425(1-12)Online publication date: 3-Dec-2017
  1. A compartmentalized simulation model for evaluation of HPV vaccination policies in Colombia

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      cover image ACM Conferences
      WSC '16: Proceedings of the 2016 Winter Simulation Conference
      December 2016
      3974 pages
      ISBN:9781509044849

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      • SAS
      • AnyLogic: The AnyLogic Company
      • Palgrave: Palgrave Macmillan
      • FlexSim: FlexSim Software Products, Inc.
      • ASA: American Statistical Association
      • IEEE/SMC: Institute of Electrical and Electronics Engineers: Systems, Man, and Cybernetics Society
      • Simio: Simio LLC
      • ODU: Old Dominion University
      • ASIM: Arbeitsgemeinschaft Simulation
      • ExtendSim: ExtendSim
      • NIST: National Institute of Standards & Technology
      • Amazon Simulations: Amazon Simulations

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      Published: 11 December 2016

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      December 11 - 14, 2016
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      • (2017)An agent-based model to investigate behavior impacts on vector-borne disease spreadProceedings of the 2017 Winter Simulation Conference10.5555/3242181.3242425(1-12)Online publication date: 3-Dec-2017

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