A Drosophila protein-interaction map centered on cell-cycle regulators

CA Stanyon, G Liu, BA Mangiola, N Patel, L Giot… - Genome biology, 2004 - Springer
Background Maps depicting binary interactions between proteins can be powerful starting
points for understanding biological systems. A proven technology for generating such maps …

High‐throughput two‐hybrid analysis: The promise and the peril

S Fields - The FEBS journal, 2005 - Wiley Online Library
The two‐hybrid method detects the interaction of two proteins by their ability to reconstitute
the activity of a split transcription factor, thus allowing the use of a simple growth selection in …

From pull-down data to protein interaction networks and complexes with biological relevance

B Zhang, BH Park, T Karpinets, NF Samatova - Bioinformatics, 2008 - academic.oup.com
Motivation: Recent improvements in high-throughput Mass Spectrometry (MS) technology
have expedited genome-wide discovery of protein–protein interactions by providing a …

Increasing specificity in high-throughput yeast two-hybrid experiments

PO Vidalain, M Boxem, H Ge, S Li, M Vidal - Methods, 2004 - Elsevier
Since its inception, the yeast two-hybrid (Y2H) system has proven to be an efficient system to
identify novel protein–protein interactions. However, Y2H screens are sometimes criticized …

Unraveling protein networks with power graph analysis

L Royer, M Reimann, B Andreopoulos… - PLoS computational …, 2008 - journals.plos.org
Networks play a crucial role in computational biology, yet their analysis and representation
is still an open problem. Power Graph Analysis is a lossless transformation of biological …

Protein complex identification by supervised graph local clustering

Y Qi, F Balem, C Faloutsos, J Klein-Seetharaman… - …, 2008 - academic.oup.com
Motivation: Protein complexes integrate multiple gene products to coordinate many
biological functions. Given a graph representing pairwise protein interaction data one can …

Network medicine: an approach to complex kidney disease phenotypes

AK Pandey, J Loscalzo - Nature Reviews Nephrology, 2023 - nature.com
Scientific reductionism has been the basis of disease classification and understanding for
more than a century. However, the reductionist approach of characterizing diseases from a …

Microarrays to characterize protein interactions on a whole‐proteome scale

B Schweitzer, P Predki, M Snyder - Proteomics, 2003 - Wiley Online Library
Protein microarrays contain a defined set of proteins spotted and analyzed at high density,
and can be generally classified into two categories; protein profiling arrays and functional …

Revisiting date and party hubs: novel approaches to role assignment in protein interaction networks

S Agarwal, CM Deane, MA Porter… - PLoS computational …, 2010 - journals.plos.org
The idea of “date” and “party” hubs has been influential in the study of protein–protein
interaction networks. Date hubs display low co-expression with their partners, whilst party …

Filtering high-throughput protein-protein interaction data using a combination of genomic features

A Patil, H Nakamura - BMC bioinformatics, 2005 - Springer
Background Protein-protein interaction data used in the creation or prediction of molecular
networks is usually obtained from large scale or high-throughput experiments. This …