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Functional maps of protein complexes from quantitative genetic interaction data.

Bandyopadhyay, S Kelley, R Krogan, Nj Trey Ideker

Published in PLoS Computational Biology

Recently, a number of advanced screening technologies have allowed for the comprehensive quantification of aggravating and alleviating genetic interactions among gene pairs. In parallel, TAP-MS studies (tandem affinity purification followed by mass spectroscopy) have been successful at identifying physical protein interactions that can indicate pro...

Integrated assessment and prediction of transcription factor binding.

Beyer, A Workman, C Hollunder, J Radke, D Möller, U Wilhelm, T Trey Ideker

Published in PLoS Computational Biology

Systematic chromatin immunoprecipitation (chIP-chip) experiments have become a central technique for mapping transcriptional interactions in model organisms and humans. However, measurement of chromatin binding does not necessarily imply regulation, and binding may be difficult to detect if it is condition or cofactor dependent. To address these ch...

Improving breast cancer survival analysis through competition-based multidimensional modeling.

Bilal, E Dutkowski, J Guinney, J Jang, Is Logsdon, Ba Pandey, G Sauerwine, Ba Shimoni, Y Moen Vollan, Hk Mecham, Bh ...

Published in PLoS Computational Biology

Breast cancer is the most common malignancy in women and is responsible for hundreds of thousands of deaths annually. As with most cancers, it is a heterogeneous disease and different breast cancer subtypes are treated differently. Understanding the difference in prognosis for breast cancer based on its molecular and phenotypic features is one aven...

Protein networks as logic functions in development and cancer.

Dutkowski, J Trey Ideker

Published in PLoS Computational Biology

Many biological and clinical outcomes are based not on single proteins, but on modules of proteins embedded in protein networks. A fundamental question is how the proteins within each module contribute to the overall module activity. Here, we study the modules underlying three representative biological programs related to tissue development, breast...

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