Visualization of protein sequence space with force-directed graphs, and their application to the choice of target-template pairs for homology modelling

Journal of Molecular Graphics & Modelling
Dylan J T MeadDerek Gatherer

Abstract

The protein sequence-structure gap results from the contrast between rapid, low-cost deep sequencing, and slow, expensive experimental structure determination techniques. Comparative homology modelling may have the potential to close this gap by predicting protein structure in target sequences using existing experimentally solved structures as templates. This paper presents the first use of force-directed graphs for the visualization of sequence space in two dimensions, and applies them to the choice of suitable RNA-dependent RNA polymerase (RdRP) target-template pairs within human-infective RNA virus genera. Measures of centrality in protein sequence space for each genus were also derived and used to identify centroid nearest-neighbour sequences (CNNs) potentially useful for production of homology models most representative of their genera. Homology modelling was then carried out for target-template pairs in different species, different genera and different families, and model quality assessed using several metrics. Reconstructed ancestral RdRP sequences for individual genera were also used as templates for the production of ancestral RdRP homology models. High quality ancestral RdRP models were consistently produced, as were ...Continue Reading

Methods Mentioned

BETA
X-ray

Software Mentioned

Molecular Operating Environment ( MOE
Spotfire Analyst ( TIBCO Spotfire Analyst
Spotfire
Spotfire Analyst
Protonate3D
cmdscale
MEGA
Modeller
R package cmdscale
MAFFT

Related Concepts

Related Feeds

Antivirals (ASM)

Antivirals are medications that are used specifically for treating viral infections. Discover the latest research on antivirals here.

Antivirals

Antivirals are medications that are used specifically for treating viral infections. Discover the latest research on antivirals here.