Title :
Dynamical modeling of the biological regulatory network of NF-kB activation in HIV-1
Author :
Bibi, Z. ; Ahmad, Jawad ; Niazi, U.K.
Author_Institution :
Dept. of Bioinf., Int. Islamic Univ., Islamabad, Pakistan
Abstract :
The logical formalism of René Thomas is a powerful approach for the discrete (qualitative) modeling and analysis of the Biological Regulatory Networks (BRNs). In this paper, we qualitatively model the NF-kB associated biological regulatory network in the case of HIV-1 infection. High levels of HIV-1 genes expression can be due to the increased levels of intracellular NF-kB and could thus offer a favorable environment for HIV-1 replication. The continuous production of inflammatory cytokines also stimulate NF-kB domain Rel A to replicate HIV-1. Our model shows stable steady states and cycles, giving insight into the abnormal and normal behaviors respectively. The BRN of NF-kB activation in HIV-1 replication and subsequent immune suppression leads to a stable steady state depicting vicious cycle of HIV causing its rapid replication due to uncontrolled transactivation. The qualitative cycles in the model characterize the normal immune response against HIV-1.
Keywords :
biology; cellular biophysics; directed graphs; microorganisms; HIV-1 gene expression; HIV-1 infection; HIV-1 replication; NF-kB activation network; Rene Thomas logical formalism; biological regulatory network modeling; human immunodeficiency virus; inflammatory cytokines; intracellular NF-kB; nuclear factor kappa B; Biological system modeling; Computational modeling; Human immunodeficiency virus; Immune system; Proteins; Biological Regulatory Network (BRN); Discrete Modeling; HIV-1; Kinetic Logic; Nuclear Factor Kappa B (NF-kB); Tumor Necrosis Factor alpha;
Conference_Titel :
Computer Networks and Information Technology (ICCNIT), 2011 International Conference on
Conference_Location :
Abbottabad
Print_ISBN :
978-1-61284-940-9
DOI :
10.1109/ICCNIT.2011.6020906