Microbial genomes have over 72% structure assignment by the threading algorithm PROSPECTOR_Q
Related Experiment Video
Updated: Aug 25, 2026

Heuristic Mining of Hierarchical Genotypes and Accessory Genome Loci in Bacterial Populations
Published on: December 7, 2021
Daisuke Kihara1, Jeffrey Skolnick
1UB Center of Excellence in Bioinformatics, University at Buffalo, Buffalo, New York 14215, USA.
Abstract:
The genome scale threading of five complete microbial genomes is revisited using our state-of-the-art threading algorithm, PROSPECTOR_Q. Considering that structure assignment to an ORF could be useful for predicting biochemical function as well as for analyzing pathways, it is important to assess the current status of genome scale threading. The fraction of ORFs to which we could assign protein structures with a reasonably good confidence level to each genome sequences is over 72%, which is significantly higher than earlier studies. Using the assigned structures, we have predicted the function of several ORFs through "single-function" template structures, obtained from an analysis of the relationship between protein fold and function. The fold distribution of the genomes and the effect of the number of homologous sequences on structure assignment are also discussed.
Related Concept Videos
Modern Molecular Taxonomy
Evolution of Microbial Genome
Genome Annotation and Assembly
Microbial Phylogeny
Applications of Molecular Taxonomy
Microbial Morphologies

