Title :
A system based approach to construct a Kaposi sarcoma-associated herpesvirus (KSHV) specific pathway crosstalk network
Author :
Daali, Amy Wafa ; Yufei Huang ; Jamshidi, M.
Author_Institution :
Dept. of Electr. & Comput. Eng., One UTSA Circle, San Antonio, TX, USA
Abstract :
Kaposi´s sarcoma-associated herpesvirus (KSHV) is one of the human cancer viruses associated with Kaposi´s sarcoma, a dominant AIDS-related tumor of endothelial cells, and several B-cell malignancies. Although much advancements have been made in understanding the mechanism of KSHV, signaling pathways activated during early infection and their functions in virus entry are still unclear. From a system of systems point of view, a pathway can be viewed as a biosystem consisting of group of interacting molecules such as genes and proteins to carry out a specific biological function. We developed a method to determine clusters of functionally related pathway at different time conditions as well as identifying the significant subnetworks. This article is the first known to present a system based analysis to infer a biologically relevant functional network specific to KSHV. Such network may reveal discriminative subnetwork markers for the treatment of Kaposi´s sarcoma.
Keywords :
biology; cancer; cellular biophysics; microorganisms; systems engineering; tumours; AIDS-related tumor; B-cell malignancies; KSHV specific pathway crosstalk network; Kaposi Sarcoma-associated herpesvirus specific pathway crosstalk network; biological function; biologically relevant functional network; biosystem; discriminative subnetwork markers; endothelial cells; functionally related pathway clusters; human cancer viruses; system based analysis; system based approach; system of systems; virus entry; Bioinformatics; Cancer; Crosstalk; Genomics; Proteins; Systems biology; complex systems; crosstalk; subnetworks;
Conference_Titel :
System of Systems Engineering (SoSE), 2013 8th International Conference on
Conference_Location :
Maui, HI
Print_ISBN :
978-1-4673-5596-4
DOI :
10.1109/SYSoSE.2013.6575279