Brief. Bioinformatics - Experimental evidence validating the computational inference of functional associations from gene fusion events: a critical survey.

Tópicos

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Resumo

More than a decade ago, a number of methods were proposed for the inference of protein interactions, using whole-genome information from gene clusters, gene fusions and phylogenetic profiles. This structural and evolutionary view of entire genomes has provided a valuable approach for the functional characterization of proteins, especially those without sequence similarity to proteins of known function. Furthermore, this view has raised the real possibility to detect functional associations of genes and their corresponding proteins for any entire genome sequence. Yet, despite these exciting developments, there have been relatively few cases of real use of these methods outside the computational biology field, as reflected from citation analysis. These methods have the potential to be used in high-throughput experimental settings in functional genomics and proteomics to validate results with very high accuracy and good coverage. In this critical survey, we provide a comprehensive overview of 30 most prominent examples of single pairwise protein interaction cases in small-scale studies, where protein interactions have either been detected by gene fusion or yielded additional, corroborating evidence from biochemical observations. Our conclusion is that with the derivation of a validated gold-standard corpus and better data integration with big experiments, gene fusion detection can truly become a valuable tool for large-scale experimental biology.

Resumo Limpo

decad ago number method propos infer protein interact use wholegenom inform gene cluster gene fusion phylogenet profil structur evolutionari view entir genom provid valuabl approach function character protein especi without sequenc similar protein known function furthermor view rais real possibl detect function associ gene correspond protein entir genom sequenc yet despit excit develop relat case real use method outsid comput biolog field reflect citat analysi method potenti use highthroughput experiment set function genom proteom valid result high accuraci good coverag critic survey provid comprehens overview promin exampl singl pairwis protein interact case smallscal studi protein interact either detect gene fusion yield addit corrobor evid biochem observ conclus deriv valid goldstandard corpus better data integr big experi gene fusion detect can truli becom valuabl tool largescal experiment biolog

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