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