Home LiteratureArticle Details
PMID: 20624723 Published · epublish English Comparative Study Journal Article Research Support, Non-U.S. Gov't

Positive selection differs between protein secondary structure elements in Drosophila.

Genome biology and evolution ·Vol. 2 ·2010-07-12 ·Pages 166-79

Ridout KE, Dixon CJ, Filatov DA

Abstract

Different protein secondary structure elements have different physicochemical properties and roles in the protein, which may determine their evolutionary flexibility. However, it is not clear to what extent protein structure affects the way Darwinian selection acts at the amino acid level. Using phylogeny-based likelihood tests for positive selection, we have examined the relationship between protein secondary structure and selection across six species of Drosophila. We find that amino acids that form disordered regions, such as random coils, are far more likely to be under positive selection than expected from their proportion in the proteins, and residues in helices and beta-structures are subject to less positive selection than predicted. In addition, it appears that sites undergoing positive selection are more likely than expected to occur close to one another in the protein sequence. Finally, on a genome-wide scale, we have determined that positively selected sites are found more frequently toward the gene ends. Our results demonstrate that protein structures with a greater degree of organization and strong hydrophobicity, represented here as helices and beta-structures, are less tolerant to molecular adaptation than disordered, hydrophilic regions, across a diverse set of proteins.

MeSH Terms
Animals Drosophila/chemistry,classification,genetics Drosophila Proteins/chemistry,genetics Drosophila melanogaster/chemistry,genetics Evolution, Molecular Genome, Insect Hydrophobic and Hydrophilic Interactions INDEL Mutation Models, Genetic Phylogeny Protein Structure, Secondary Selection, Genetic Species Specificity
Chemicals
Drosophila Proteins
Authors & Affiliations
3 authors, click to expand affiliations / ORCID
Ridout Kate E
Department of Plant Sciences, University of Oxford, Oxford, United Kingdom.
Dixon Christopher J
Filatov Dmitry A
References (62)
62 references, click to expand
  1. The pattern of amino acid replacements in alpha/beta-barrels.
    Mol Biol Evol. 2002 Nov;19(11):1846-64 PMID: 12411594
  2. Radical amino acid change versus positive selection in the evolution of viral envelope proteins.
    Gene. 2006 Dec 30;385:83-8 PMID: 17014971
  3. Rapid evolution in plant chitinases: molecular targets of selection in plant-pathogen coevolution.
    Proc Natl Acad Sci U S A. 2000 May 9;97(10):5322-7 PMID: 10805791
  4. Estimates of the effect of natural selection on protein-coding content.
    Mol Biol Evol. 2010 Mar;27(3):726-34 PMID: 19815689
  5. A pause for thought along the co-translational folding pathway.
    Trends Biochem Sci. 2009 Jan;34(1):16-24 PMID: 18996013
  6. Comparative analyses of multi-species sequences from targeted genomic regions.
    Nature. 2003 Aug 14;424(6950):788-93 PMID: 12917688
  7. Patterns of positive selection in the complete NBS-LRR gene family of Arabidopsis thaliana.
    Genome Res. 2002 Sep;12(9):1305-15 PMID: 12213767
  8. Codon-substitution models for heterogeneous selection pressure at amino acid sites.
    Genetics. 2000 May;155(1):431-49 PMID: 10790415
  9. Genes under positive selection in Escherichia coli.
    Genome Res. 2007 Sep;17(9):1336-43 PMID: 17675366
  10. Analysis of insertions/deletions in protein structures.
    J Mol Biol. 1992 Mar 20;224(2):461-71 PMID: 1560462
  11. Pitfalls of the most commonly used models of context dependent substitution.
    Biol Direct. 2008 Dec 16;3:52 PMID: 19087239
  12. A new representation for protein secondary structure prediction based on frequent patterns.
    Bioinformatics. 2006 Nov 1;22(21):2628-34 PMID: 16940325
  13. Conformational parameters for amino acids in helical, beta-sheet, and random coil regions calculated from proteins.
    Biochemistry. 1974 Jan 15;13(2):211-22 PMID: 4358939
  14. Protein secondary structure prediction based on position-specific scoring matrices.
    J Mol Biol. 1999 Sep 17;292(2):195-202 PMID: 10493868
  15. Proportion of solvent-exposed amino acids in a protein and rate of protein evolution.
    Mol Biol Evol. 2007 Apr;24(4):1005-11 PMID: 17264066
  16. Sequence determinants of protein aggregation in human VH domains.
    Protein Eng Des Sel. 2009 Mar;22(3):217-20 PMID: 18957405
  17. Accuracy and power of statistical methods for detecting adaptive evolution in protein coding sequences and for identifying positively selected sites.
    Genetics. 2004 Oct;168(2):1041-51 PMID: 15514074
  18. Reduced surface: an efficient way to compute molecular surfaces.
    Biopolymers. 1996 Mar;38(3):305-20 PMID: 8906967
  19. Accuracy and power of bayes prediction of amino acid sites under positive selection.
    Mol Biol Evol. 2002 Jun;19(6):950-8 PMID: 12032251
  20. Mutation-selection models of codon substitution and their use to estimate selective strengths on codon usage.
    Mol Biol Evol. 2008 Mar;25(3):568-79 PMID: 18178545
  21. Protein robustness promotes evolutionary innovations on large evolutionary time-scales.
    Proc Biol Sci. 2008 Jul 22;275(1643):1595-602 PMID: 18430649
  22. The selection-mutation-drift theory of synonymous codon usage.
    Genetics. 1991 Nov;129(3):897-907 PMID: 1752426
  23. Population genomics: whole-genome analysis of polymorphism and divergence in Drosophila simulans.
    PLoS Biol. 2007 Nov 6;5(11):e310 PMID: 17988176
  24. Accelerated sequence divergence of conserved genomic elements in Drosophila melanogaster.
    Genome Res. 2008 Oct;18(10):1592-601 PMID: 18583644
  25. Functional evolutionary divergence of proteolytic enzymes and their inhibitors.
    Trends Biochem Sci. 1989 Aug;14(8):319-24 PMID: 2678630
  26. Protein structure prediction servers at University College London.
    Nucleic Acids Res. 2005 Jul 1;33(Web Server issue):W36-8 PMID: 15980489
  27. Natural selection of protein structural and functional properties: a single nucleotide polymorphism perspective.
    Genome Biol. 2008 Apr 08;9(4):R69 PMID: 18397526
  28. A simple method for displaying the hydropathic character of a protein.
    J Mol Biol. 1982 May 5;157(1):105-32 PMID: 7108955
  29. Evolutionary rate at the molecular level.
    Nature. 1968 Feb 17;217(5129):624-6 PMID: 5637732
  30. Structure-function relationships in Drosophila melanogaster alcohol dehydrogenase allozymes ADH(S), ADH(F) and ADH(UF), and distantly related forms.
    Eur J Biochem. 2000 Jun;267(12):3613-22 PMID: 10848978
  31. PAML 4: phylogenetic analysis by maximum likelihood.
    Mol Biol Evol. 2007 Aug;24(8):1586-91 PMID: 17483113
  32. Protein functional surfaces: global shape matching and local spatial alignments of ligand binding sites.
    BMC Struct Biol. 2008 Oct 27;8:45 PMID: 18954462
  33. Nonrandom spatial distribution of synonymous substitutions in the GP63 gene from Leishmania.
    Genetics. 2000 Aug;155(4):1683-92 PMID: 10924466
  34. The intrinsic conformational propensities of the 20 naturally occurring amino acids and reflection of these propensities in proteins.
    Proc Natl Acad Sci U S A. 2008 Aug 26;105(34):12259-64 PMID: 18713857
  35. Positive selection at sites of multiple amino acid replacements since rat-mouse divergence.
    Nature. 2004 Jun 3;429(6991):558-62 PMID: 15175752
  36. Shelling the Voronoi interface of protein-protein complexes reveals patterns of residue conservation, dynamics, and composition.
    Proteins. 2009 Aug 15;76(3):677-92 PMID: 19280599
  37. Evolution of genes and genomes on the Drosophila phylogeny.
    Nature. 2007 Nov 8;450(7167):203-18 PMID: 17994087
  38. Evolution of protein-coding genes in Drosophila.
    Trends Genet. 2008 Mar;24(3):114-23 PMID: 18249460
  39. The 'effective number of codons' used in a gene.
    Gene. 1990 Mar 1;87(1):23-9 PMID: 2110097
  40. Bayes empirical bayes inference of amino acid sites under positive selection.
    Mol Biol Evol. 2005 Apr;22(4):1107-18 PMID: 15689528
  41. Sequence based residue depth prediction using evolutionary information and predicted secondary structure.
    BMC Bioinformatics. 2008 Sep 20;9:388 PMID: 18803867
  42. Correlations of nucleotide substitution rates and base composition of mammalian coding sequences with protein structure.
    Gene. 1999 Sep 30;238(1):23-31 PMID: 10570980
  43. Improving the accuracy of protein secondary structure prediction using structural alignment.
    BMC Bioinformatics. 2006 Jun 14;7:301 PMID: 16774686
  44. Roles of beta-turns in protein folding: from peptide models to protein engineering.
    Biopolymers. 2008 May;89(5):380-91 PMID: 18275088
  45. An evaluation of beta-turn prediction methods.
    Bioinformatics. 2002 Nov;18(11):1508-14 PMID: 12424123
  46. Prediction of the location and type of beta-turns in proteins using neural networks.
    Protein Sci. 1999 May;8(5):1045-55 PMID: 10338015
  47. DIALIGN-TX: greedy and progressive approaches for segment-based multiple sequence alignment.
    Algorithms Mol Biol. 2008 May 27;3:6 PMID: 18505568
  48. Widespread discordance of gene trees with species tree in Drosophila: evidence for incomplete lineage sorting.
    PLoS Genet. 2006 Oct 27;2(10):e173 PMID: 17132051
  49. Pattern of nucleotide substitution at major histocompatibility complex class I loci reveals overdominant selection.
    Nature. 1988 Sep 8;335(6186):167-70 PMID: 3412472
  50. Critical assessment of methods of protein structure prediction (CASP): round II.
    Proteins. 1997;Suppl 1:2-6 PMID: 9485489
  51. Alignment uncertainty and genomic analysis.
    Science. 2008 Jan 25;319(5862):473-6 PMID: 18218900
  52. Dictionary of protein secondary structure: pattern recognition of hydrogen-bonded and geometrical features.
    Biopolymers. 1983 Dec;22(12):2577-637 PMID: 6667333
  53. Patterns of positive selection in six Mammalian genomes.
    PLoS Genet. 2008 Aug 01;4(8):e1000144 PMID: 18670650
  54. PyCogent: a toolkit for making sense from sequence.
    Genome Biol. 2007;8(8):R171 PMID: 17708774
  55. A likelihood approach for comparing synonymous and nonsynonymous nucleotide substitution rates, with application to the chloroplast genome.
    Mol Biol Evol. 1994 Sep;11(5):715-24 PMID: 7968485
  56. CLUSTAL W: improving the sensitivity of progressive multiple sequence alignment through sequence weighting, position-specific gap penalties and weight matrix choice.
    Nucleic Acids Res. 1994 Nov 11;22(22):4673-80 PMID: 7984417
  57. Evolutionary rate heterogeneity in proteins with long disordered regions.
    J Mol Evol. 2002 Jul;55(1):104-10 PMID: 12165847
  58. Determinants of adaptive evolution at the molecular level: the extended complexity hypothesis.
    Mol Biol Evol. 2005 Feb;22(2):200-9 PMID: 15483330
  59. A thermodynamic scale for the helix-forming tendencies of the commonly occurring amino acids.
    Science. 1990 Nov 2;250(4981):646-51 PMID: 2237415
  60. Sequence and structural evolution of the KsgA/Dim1 methyltransferase family.
    BMC Res Notes. 2008 Oct 29;1:108 PMID: 18959795
  61. MUSCLE: multiple sequence alignment with high accuracy and high throughput.
    Nucleic Acids Res. 2004 Mar 19;32(5):1792-7 PMID: 15034147
  62. Structure-based conformational preferences of amino acids.
    Proc Natl Acad Sci U S A. 1999 Oct 26;96(22):12524-9 PMID: 10535955
Article Info
Journal
Genome biology and evolution
Abbr.
Genome Biol Evol
ISSN
1759-6653
Published
2010-07-12
Epub
2010-00-12
Pages
166-79
Language
English
Region
England
NLM ID
101509707
PMCID
PMC2997536
Subset
IM
Grants
Biotechnology and Biological Sciences Research Council · United Kingdom
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: [email protected]