Literature DB >> 25145574

Development of a microsimulation of melanoma mortality for evaluating the effectiveness of population-based skin cancer screening.

Nora Eisemann1, Annika Waldmann2, Claus Garbe3, Alexander Katalinic1,2.   

Abstract

BACKGROUND: A nationwide skin cancer screening (SCS) was implemented in Germany in 2008. It aims at improving early detection of melanoma in order to reduce melanoma mortality. While the idea of early detection is compelling, demonstrating the effectiveness of melanoma screening is crucial. Since it is not feasible to conduct epidemiological studies to investigate the impact of factors such as screening interval or targeted age groups, we developed a microsimulation model that is able to predict melanoma mortality in Germany under several SCS conditions.
METHODS: Using German cancer registry data, population data, and other published data on melanoma progression and screening participation, we developed a stochastic microsimulation model. With this model, 10,000 populations of 100,000 persons and their melanoma-related life histories were simulated separately for women and for men and calibrated to observed melanoma incidence. In a second step, life histories of melanoma were changed by an SCS.
RESULTS: Compared with a nonscreening scenario (age-standardized mortality rate: 1.6 and 2.9 per 100,000 for women and men), a biennial SCS of the 35- to 85-year-old population with a participation probability of 20% for each screening-eligible individual and a test sensitivity of 80% reduced mortality by up to 0.7 and 1.4 deaths per 100,000 person-years for women and men, respectively, corresponding to a relative reduction of melanoma mortality by 45% in women and men.
CONCLUSIONS: We developed a microsimulation model of melanoma mortality that can be used to evaluate the effectiveness of population-based skin cancer screening. The simulation provided plausible melanoma mortality predictions and is a tool for comparing different SCS scenarios. However, it does not provide estimates on total costs of SCS.
© The Author(s) 2014.

Entities:  

Keywords:  Germany; melanoma; microsimulation; mortality; skin cancer screening

Mesh:

Year:  2014        PMID: 25145574     DOI: 10.1177/0272989X14543106

Source DB:  PubMed          Journal:  Med Decis Making        ISSN: 0272-989X            Impact factor:   2.583


  4 in total

1.  Using Active Learning for Speeding up Calibration in Simulation Models.

Authors:  Mucahit Cevik; Mehmet Ali Ergun; Natasha K Stout; Amy Trentham-Dietz; Mark Craven; Oguzhan Alagoz
Journal:  Med Decis Making       Date:  2015-10-15       Impact factor: 2.583

2.  Skin Cancer Screening in Germany. Documenting Melanoma Incidence and Mortality From 2008 to 2013.

Authors:  Alexander Katalinic; Nora Eisemann; Annika Waldmann
Journal:  Dtsch Arztebl Int       Date:  2015-09-18       Impact factor: 5.594

3.  The effectiveness of a population-based skin cancer screening program: evidence from Germany.

Authors:  Micha Kaiser; Jörg Schiller; Christopher Schreckenberger
Journal:  Eur J Health Econ       Date:  2017-03-28

4.  Melanoma mortality following skin cancer screening in Germany.

Authors:  Mathieu Boniol; Philippe Autier; Sara Gandini
Journal:  BMJ Open       Date:  2015-09-15       Impact factor: 2.692

  4 in total

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