|Title||Computational identification of cellular networks and pathways.|
|Publication Type||Journal Article|
|Year of Publication||2007|
|Authors||Markowetz, F, Troyanskaya, OG|
|Date Published||2007 Jul|
|Keywords||Computational Biology, Genomics, Metabolic Networks and Pathways, Oligonucleotide Array Sequence Analysis|
In this article we highlight recent developments in computational functional genomics to identify networks of functionally related genes and proteins based on diverse sources of genomic data. Our specific focus is on statistical methods to identify genetic networks. We discuss integrated analysis of microarray datasets, methods to combine heterogeneous data sources, the analysis of high-dimensional phenotyping screens and describe efforts to establish a reliable and unbiased gold standard for method comparison and evaluation.
|Alternate Journal||Mol Biosyst|