Integrative approaches for finding modular structure in biological networks

K Mitra, AR Carvunis, SK Ramesh, T Ideker - Nature Reviews Genetics, 2013 - nature.com
A central goal of systems biology is to elucidate the structural and functional architecture of
the cell. To this end, large and complex networks of molecular interactions are being rapidly …

Computational tools for prioritizing candidate genes: boosting disease gene discovery

Y Moreau, LC Tranchevent - Nature Reviews Genetics, 2012 - nature.com
At different stages of any research project, molecular biologists need to choose—often
somewhat arbitrarily, even after careful statistical data analysis—which genes or proteins to …

Protein networks in disease

T Ideker, R Sharan - Genome research, 2008 - genome.cshlp.org
During a decade of proof-of-principle analysis in model organisms, protein networks have
been used to further the study of molecular evolution, to gain insight into the robustness of …

Algorithms for detecting significantly mutated pathways in cancer

F Vandin, E Upfal, BJ Raphael - Journal of Computational Biology, 2011 - liebertpub.com
Recent genome sequencing studies have shown that the somatic mutations that drive
cancer development are distributed across a large number of genes. This mutational …

Integrating pathways of Parkinson's disease in a molecular interaction map

KA Fujita, M Ostaszewski, Y Matsuoka, S Ghosh… - Molecular …, 2014 - Springer
Parkinson's disease (PD) is a major neurodegenerative chronic disease, most likely caused
by a complex interplay of genetic and environmental factors. Information on various aspects …

The power of protein interaction networks for associating genes with diseases

S Navlakha, C Kingsford - Bioinformatics, 2010 - academic.oup.com
Motivation: Understanding the association between genetic diseases and their causal genes
is an important problem concerning human health. With the recent influx of high-throughput …

A decade of systems biology

HY Chuang, M Hofree, T Ideker - Annual review of cell and …, 2010 - annualreviews.org
Systems biology provides a framework for assembling models of biological systems from
systematic measurements. Since the field was first introduced a decade ago, considerable …

Protein–protein interactions: detection, reliability assessment and applications

X Peng, J Wang, W Peng, FX Wu… - Briefings in …, 2017 - academic.oup.com
Protein–protein interactions (PPIs) participate in all important biological processes in living
organisms, such as catalyzing metabolic reactions, DNA replication, DNA transcription …

Protein interactions and disease: computational approaches to uncover the etiology of diseases

MG Kann - Briefings in bioinformatics, 2007 - academic.oup.com
The genomic era has been characterised by vast amounts of data from diverse sources,
creating a need for new tools to extract biologically meaningful information. Bioinformatics is …

Building disease-specific drug-protein connectivity maps from molecular interaction networks and PubMed abstracts

J Li, X Zhu, JY Chen - PLoS computational biology, 2009 - journals.plos.org
The recently proposed concept of molecular connectivity maps enables researchers to
integrate experimental measurements of genes, proteins, metabolites, and drug compounds …