DocumentCode
1784989
Title
Exploration of leukemia gene regulatory networks using a systems biology approach
Author
Dong Ling Tong ; Ball, Graham R.
Author_Institution
John van Geest Cancer Res. Centre, Nottingham Trent Univ., Nottingham, UK
fYear
2014
fDate
2-5 Nov. 2014
Firstpage
68
Lastpage
73
Abstract
Despite extensive studies in cytogenetic and mutations in leukemia cancer, new diagnoses were detected each year. This is due to multifactorial characteristic of hematopoietic disease and a lack of systematic-level information on genetic interaction and pathways between markers to understand the development and progression of leukemia. Thus, this study aims to sought a systems biology approach to infer gene regulatory networks of leukemia-related markers. Results demonstrated the effectiveness of a systems biology approach to simplify complex genetic interactions without losing important biological information of the genes. Key markers that inter-connected other leukemia-associated markers were identified.
Keywords
cancer; genetics; patient diagnosis; biology approach; genetic interaction; hematopoietic disease; leukemia cancer; leukemia gene regulatory networks; leukemia progression; leukemia-associated markers; leukemia-related markers; multifactorial characteristics; patient diagnosis; systematic-level information; Biological system modeling; Cancer; Diseases; Inference algorithms; Proteins; Systems biology; Cytoscape; STRING; acute leukemia; artificial neural network inference algorithm; systems biology;
fLanguage
English
Publisher
ieee
Conference_Titel
Bioinformatics and Biomedicine (BIBM), 2014 IEEE International Conference on
Conference_Location
Belfast
Type
conf
DOI
10.1109/BIBM.2014.6999250
Filename
6999250
Link To Document