DocumentCode :
722983
Title :
A complete epidemiological model of a class of genetic diseases
Author :
Verrilli, Francesca ; Del Vecchio, Carmen ; Glielmo, Luigi ; Corless, Martin
Author_Institution :
Dipt. di Ing., Univ. degli Studi del Sannio, Benevento, Italy
fYear :
2015
fDate :
16-19 June 2015
Firstpage :
1118
Lastpage :
1123
Abstract :
The epidemiology of X-linked recessive diseases, a class of genetic disorders, has been modeled through a discrete time, structured, non linear mathematical system. The model version presented in this paper completely captures the disease epidemiology as it includes the spread of affected women within a population that has not been considered in other works. Moreover the model allows for de novo mutations (i.e. affected sibling born to unaffected parents) and distinct reproduction rates of individuals depending on their health conditions. Among our contributions, we consider the analytical study of the properties of model´s equilibrium point, that is the distribution of the population among healthy, carrier and affected subjects, and the proof of the stability properties of the equilibrium point through the Lyapunov method. Model sensitivity analysis has been carried out to quantify the influence of model parameters on system response.
Keywords :
Lyapunov methods; diseases; epidemics; nonlinear systems; stability; Lyapunov method; X-linked recessive diseases; complete epidemiological model; de novo mutations; discrete time system; genetic disorders; model sensitivity analysis; nonlinear mathematical system; stability properties; structured system; Biological cells; Diseases; Mathematical model; Sensitivity analysis; Sociology; Statistics; epidemiology; genetic diseases; nonlinear system; stability;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control and Automation (MED), 2015 23th Mediterranean Conference on
Conference_Location :
Torremolinos
Type :
conf
DOI :
10.1109/MED.2015.7158906
Filename :
7158906
Link To Document :
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