Structure and dynamics of molecular networks: a novel paradigm of drug discovery: a comprehensive review

P Csermely, T Korcsmáros, HJM Kiss, G London… - Pharmacology & …, 2013 - Elsevier
Despite considerable progress in genome-and proteome-based high-throughput screening
methods and in rational drug design, the increase in approved drugs in the past decade did …

Network-based methods for human disease gene prediction

X Wang, N Gulbahce, H Yu - Briefings in functional genomics, 2011 - academic.oup.com
Despite the considerable progress in disease gene discovery, we are far from uncovering
the underlying cellular mechanisms of diseases since complex traits, even many Mendelian …

Prioritization of disease microRNAs through a human phenome-microRNAome network

Q Jiang, Y Hao, G Wang, L Juan, T Zhang, M Teng… - BMC systems …, 2010 - Springer
Background The identification of disease-related microRNAs is vital for understanding the
pathogenesis of diseases at the molecular level, and is critical for designing specific …

KATZLDA: KATZ measure for the lncRNA-disease association prediction

X Chen - Scientific reports, 2015 - nature.com
Accumulating experimental studies have demonstrated important associations between
alterations and dysregulations of lncRNAs and the development and progression of various …

Topological network alignment uncovers biological function and phylogeny

O Kuchaiev, T Milenković… - Journal of the …, 2010 - royalsocietypublishing.org
Sequence comparison and alignment has had an enormous impact on our understanding of
evolution, biology and disease. Comparison and alignment of biological networks will …

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 …

Bioinformatics challenges for personalized medicine

GH Fernald, E Capriotti, R Daneshjou… - …, 2011 - academic.oup.com
Motivation: Widespread availability of low-cost, full genome sequencing will introduce new
challenges for bioinformatics. Results: This review outlines recent developments in …

Uncovering biological network function via graphlet degree signatures

T Milenković, N Pržulj - Cancer informatics, 2008 - journals.sagepub.com
Motivation Proteins are essential macromolecules of life and thus understanding their
function is of great importance. The number of functionally unclassified proteins is large …

Integrative network alignment reveals large regions of global network similarity in yeast and human

O Kuchaiev, N Pržulj - Bioinformatics, 2011 - academic.oup.com
Motivation: High-throughput methods for detecting molecular interactions have produced
large sets of biological network data with much more yet to come. Analogous to sequence …

MAGNA: maximizing accuracy in global network alignment

V Saraph, T Milenković - Bioinformatics, 2014 - academic.oup.com
Motivation: Biological network alignment aims to identify similar regions between networks
of different species. Existing methods compute node similarities to rapidly identify from …