DocumentCode :
2933411
Title :
Model-based optimal immunization for antibody production in birds
Author :
Olarte, Andres ; Clavijo, Carlos ; Diaz, Hernando
Author_Institution :
Dept. of Electr. Eng., Univ. Nac. de Colombia, Bogota, Colombia
fYear :
2010
fDate :
Aug. 31 2010-Sept. 4 2010
Firstpage :
1453
Lastpage :
1456
Abstract :
A dynamic model of the immune response in poultry was developed in order to enhance antibody production. Efficient production of antibodies is very valuable for researchers and physicians since they are used for other molecules detection. Large amounts of poultry-based antibodies are found in birds´ eggs. However, inoculation timetables are based on empirical data. A seven differential equation system represents cellular and molecular populations of the humoral immune response in poultry. Model parameters are presented and simulation results reflect the typical immune responses. Finally, a genetic algorithm was designed in order to optimize antibody production.
Keywords :
biology computing; differential equations; genetic algorithms; veterinary medicine; zoology; antibody production; bird eggs; birds; cellular populations; differential equation system; dynamic model; genetic algorithm; humoral immune response; inoculation timetables; model-based optimal immunization; molecular populations; molecule detection; poultry-based antibodies; Biological system modeling; Birds; Equations; Immune system; Mathematical model; Production; Animals; Antibody Formation; Antigens; Birds; Computer Simulation; Immunity, Innate; Immunization; Models, Immunological;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location :
Buenos Aires
ISSN :
1557-170X
Print_ISBN :
978-1-4244-4123-5
Type :
conf
DOI :
10.1109/IEMBS.2010.5626860
Filename :
5626860
Link To Document :
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