Comparative analysis of chloroplast genomes: functional annotation, genome-based phylogeny, and deduced evolutionary patterns.
All protein sequences from 19 complete chloroplast genomes (cpDNA) have been studied using a new computational method able to analyze functional correlations among series of protein sequences contained in complete proteomes. First, all open reading frames (ORFs) from the cpDNAs, comprising a total of 2266 protein sequences, were compared against the 3168 proteins from Synechocystis PCC6803 complete genome to find functionally related orthologous proteins. Additionally, all cpDNA genomes were pairwise compared to find orthologous groups not present in cyanobacteria. Annotations in the cluster of othologous proteins database and CyanoBase were used as reference for the functional assignments. Following this protocol, new functional assignments were made for ORFs of unknown function and for ycfs (hypothetical chloroplast frames), which still lack a functional assignment. Using this information, a matrix of functional relationships was derived from profiles of the presence and/or absence of orthologous proteins; the matrix included 1837 proteins in 277 orthologous clusters. A factor analysis study of this matrix, followed by cluster analysis, allowed us to obtain accurate phylogenetic reconstructions and the detection of genes probably involved in speciation as phylogenetic correlates. Finally, by grouping common evolutionary patterns, we show that it is possible to determine functionally linked protein networks. This has allowed us to suggest putative associations for some unknown ORFs.
De Las Rivas
Javier
J
Instituto de Recursos Naturales y Agrobiologia, Consejo Superior de Investigaciones Cientificas, 37071 Salamanca, Spain.
Lozano
Juan Jose
JJ
Ortiz
Angel R
AR
D001426:Bacterial Proteins / Q000235:genetics / Q000502:physiology; D000460:Chlorophyta / Q000235:genetics*; D002736:Chloroplasts / Q000235:genetics*; D016000:Cluster Analysis; D019295:Computational Biology; D000458:Cyanobacteria / Q000235:genetics; D019143:Evolution, Molecular; D005798:Genes, Bacterial / Q000235:genetics / Q000502:physiology; D017343:Genes, Plant; D016680:Genome, Bacterial; D018745:Genome, Plant; D010802:Phylogeny; D010940:Plant Proteins / Q000235:genetics; D011786:Quality Control
D001426:Bacterial Proteins; D010940:Plant Proteins