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PMID: 17429573 Published · ppublish English Journal Article Research Support, Non-U.S. Gov't

Structure-dependent relationships between growth temperature of prokaryotes and the amino acid frequency in their proteins.

Extremophiles : life under extreme conditions ·Vol. 11 ·No. 4 ·2007-07-00 ·Pages 585-96

Saelensminde G, Halskau Ø, Helland R, Willassen NP, Jonassen I

Abstract

We studied the amino acid frequency and substitution patterns between homologues of prokaryotic species adapted to temperatures in the range 0-102 degrees C, and found a significant temperature-dependent difference in frequency for many of the amino acids. This was particularly clear when we analysed the surface and core residues separately. The difference between the surface and the core is getting more pronounced in proteins adapted to warmer environments, with a more hydrophobic core, and more charged and long-chained amino acids on the surface of the proteins. We also see that mesophiles have a more similar amino acid composition to psychrophiles than to thermophiles, and that archea appears to have a slightly different pattern of substitutions than bacteria.

MeSH Terms
Adaptation, Physiological Amino Acid Sequence Amino Acid Substitution Amino Acids/chemistry Archaea/growth & development,metabolism Archaeal Proteins/chemistry,metabolism Bacteria/growth & development,metabolism Bacterial Proteins/chemistry,metabolism Databases, Protein Prokaryotic Cells Protein Conformation Protein Denaturation Sequence Alignment Sequence Analysis, Protein Structure-Activity Relationship Surface Properties Temperature
Chemicals
Amino Acids Archaeal Proteins Bacterial Proteins
Authors & Affiliations
5 authors, click to expand affiliations / ORCID
Saelensminde Gisle
Computational Biology Unit (CBU), BCCS, University of Bergen, Bergen, Norway. gisle@cbu.uib.no
Halskau Øyvind
Helland Ronny
Willassen Nils-Peder
Jonassen Inge
References (51)
51 references, click to expand
  1. Role of cation-pi interactions to the stability of thermophilic proteins.
    Prep Biochem Biotechnol. 2002 Nov;32(4):355-62 PMID: 12455828
  2. Preferred amino acids and thermostability.
    Genet Mol Res. 2003 Dec 30;2(4):383-93 PMID: 15011142
  3. Correlations between genomic GC levels and optimal growth temperatures in prokaryotes.
    FEBS Lett. 2004 Aug 27;573(1-3):73-7 PMID: 15327978
  4. Protein thermostability: structure-based difference of amino acid between thermophilic and mesophilic proteins.
    J Biotechnol. 2004 Aug 5;111(3):269-77 PMID: 15246663
  5. The Protein Data Bank.
    Nucleic Acids Res. 2000 Jan 1;28(1):235-42 PMID: 10592235
  6. Relationships between genomic G+C content, RNA secondary structures, and optimal growth temperature in prokaryotes.
    J Mol Evol. 1997 Jun;44(6):632-6 PMID: 9169555
  7. Some like it cold: biocatalysis at low temperatures.
    FEMS Microbiol Rev. 2004 Feb;28(1):25-42 PMID: 14975528
  8. Compositional changes in RNA, DNA and proteins for bacterial adaptation to higher and lower temperatures.
    J Biochem. 2003 Apr;133(4):507-13 PMID: 12761299
  9. Identification of thermophilic species by the amino acid compositions deduced from their genomes.
    Nucleic Acids Res. 2001 Apr 1;29(7):1608-15 PMID: 11266564
  10. Effective factors in thermostability of thermophilic proteins.
    Biophys Chem. 2006 Feb 1;119(3):256-70 PMID: 16253416
  11. The magnitude of the backbone conformational entropy change in protein folding.
    Proteins. 1996 Jun;25(2):143-56 PMID: 8811731
  12. Transproteomic evidence of a loop-deletion mechanism for enhancing protein thermostability.
    J Mol Biol. 1999 Jul 9;290(2):595-604 PMID: 10390356
  13. Structural features of thermozymes.
    Biotechnol Adv. 2005 Jun;23(4):271-81 PMID: 15848038
  14. The refined crystal structure of Bacillus cereus oligo-1,6-glucosidase at 2.0 A resolution: structural characterization of proline-substitution sites for protein thermostabilization.
    J Mol Biol. 1997 May 30;269(1):142-53 PMID: 9193006
  15. Cd-hit: a fast program for clustering and comparing large sets of protein or nucleotide sequences.
    Bioinformatics. 2006 Jul 1;22(13):1658-9 PMID: 16731699
  16. A perspective on cold enzymes: current knowledge and frequently asked questions.
    Cell Mol Biol (Noisy-le-grand). 2004 Jul;50(5):643-55 PMID: 15559980
  17. Psychrophiles and polar regions.
    Curr Opin Microbiol. 2002 Jun;5(3):301-9 PMID: 12057685
  18. Dictionary of protein secondary structure: pattern recognition of hydrogen-bonded and geometrical features.
    Biopolymers. 1983 Dec;22(12):2577-637 PMID: 6667333
  19. Structural basis for thermostability and identification of potential active site residues for adenylate kinases from the archaeal genus Methanococcus.
    Proteins. 1997 May;28(1):117-30 PMID: 9144797
  20. Role of lysine versus arginine in enzyme cold-adaptation: modifying lysine to homo-arginine stabilizes the cold-adapted alpha-amylase from Pseudoalteramonas haloplanktis.
    Proteins. 2006 Aug 1;64(2):486-501 PMID: 16705665
  21. PGTdb: a database providing growth temperatures of prokaryotes.
    Bioinformatics. 2004 Jan 22;20(2):276-8 PMID: 14734322
  22. Increased flexibility as a strategy for cold adaptation: a comparative molecular dynamics study of cold- and warm-active uracil DNA glycosylase.
    J Biol Chem. 2005 May 6;280(18):18042-8 PMID: 15749696
  23. Packing-based difference of structural features between thermophilic and mesophilic proteins.
    Int J Biol Macromol. 2005 Apr;35(3-4):169-74 PMID: 15811472
  24. Positive and negative design in stability and thermal adaptation of natural proteins.
    PLoS Comput Biol. 2007 Mar 23;3(3):e52 PMID: 17381236
  25. Cold-adapted enzymes.
    Annu Rev Biochem. 2006;75:403-33 PMID: 16756497
  26. Water's hydrogen bonds in the hydrophobic effect: a simple model.
    J Phys Chem B. 2005 Dec 15;109(49):23611-7 PMID: 16375338
  27. How do thermophilic proteins deal with heat?
    Cell Mol Life Sci. 2001 Aug;58(9):1216-33 PMID: 11577980
  28. Potential of mean force between two hydrophobic solutes in water.
    Biophys Chem. 2002 Dec 10;101-102:295-307 PMID: 12488009
  29. The stability of proteins in extreme environments.
    Curr Opin Struct Biol. 1998 Dec;8(6):738-48 PMID: 9914256
  30. Thermophilic prokaryotes have characteristic patterns of codon usage, amino acid composition and nucleotide content.
    Gene. 2003 Oct 23;317(1-2):39-47 PMID: 14604790
  31. Stabilization of creatinase from Pseudomonas putida by random mutagenesis.
    Protein Sci. 1993 Oct;2(10):1612-20 PMID: 8251936
  32. Nucleotide bias causes a genomewide bias in the amino acid composition of proteins.
    Mol Biol Evol. 2000 Nov;17(11):1581-8 PMID: 11070046
  33. Substitution of aspartic acid with glutamic acid increases the unfolding transition temperature of a protein.
    Biochem Biophys Res Commun. 2004 Jul 30;320(3):900-6 PMID: 15240133
  34. Physics and evolution of thermophilic adaptation.
    Proc Natl Acad Sci U S A. 2005 Sep 6;102(36):12742-7 PMID: 16120678
  35. Thermoanaerobacter brockii alcohol dehydrogenase: characterization of the active site metal and its ligand amino acids.
    Protein Sci. 1997 Feb;6(2):450-8 PMID: 9041649
  36. Computational thermostabilization of an enzyme.
    Science. 2005 May 6;308(5723):857-60 PMID: 15879217
  37. Oligomeric protein structure networks: insights into protein-protein interactions.
    BMC Bioinformatics. 2005 Dec 10;6:296 PMID: 16336694
  38. The Pfam protein families database.
    Nucleic Acids Res. 2004 Jan 1;32(Database issue):D138-41 PMID: 14681378
  39. A general method applicable to the search for similarities in the amino acid sequence of two proteins.
    J Mol Biol. 1970 Mar;48(3):443-53 PMID: 5420325
  40. Psychrophilic enzymes: hot topics in cold adaptation.
    Nat Rev Microbiol. 2003 Dec;1(3):200-8 PMID: 15035024
  41. On the correlation between genomic G+C content and optimal growth temperature in prokaryotes: data quality and confounding factors.
    Biochem Biophys Res Commun. 2006 Apr 14;342(3):681-4 PMID: 16499870
  42. Extending the upper temperature limit for life.
    Science. 2003 Aug 15;301(5635):934 PMID: 12920290
  43. Protein and DNA sequence determinants of thermophilic adaptation.
    PLoS Comput Biol. 2007 Jan 12;3(1):e5 PMID: 17222055
  44. Aromatic clusters: a determinant of thermal stability of thermophilic proteins.
    Protein Eng. 2000 Nov;13(11):753-61 PMID: 11161106
  45. Structural adaptation of enzymes to low temperatures.
    Protein Eng. 2001 Mar;14(3):141-8 PMID: 11342709
  46. Thermodynamic differences among homologous thermophilic and mesophilic proteins.
    Biochemistry. 2001 Nov 27;40(47):14152-65 PMID: 11714268
  47. High guanine-cytosine content is not an adaptation to high temperature: a comparative analysis amongst prokaryotes.
    Proc Biol Sci. 2001 Mar 7;268(1466):493-7 PMID: 11296861
  48. The classification of amino acid conservation.
    J Theor Biol. 1986 Mar 21;119(2):205-18 PMID: 3461222
  49. Genomic GC level, optimal growth temperature, and genome size in prokaryotes.
    Biochem Biophys Res Commun. 2006 Aug 18;347(1):1-3 PMID: 16815305
  50. Thermodynamic stability of a cold-active alpha-amylase from the Antarctic bacterium Alteromonas haloplanctis.
    Biochemistry. 1999 Apr 6;38(14):4613-9 PMID: 10194383
  51. UniProt: the Universal Protein knowledgebase.
    Nucleic Acids Res. 2004 Jan 1;32(Database issue):D115-9 PMID: 14681372
Article Info
Journal
Extremophiles : life under extreme conditions
Abbr.
Extremophiles
ISSN
1431-0651
Published
2007-07-00
Epub
2007-00-12
Pages
585-96
Language
English
Region
Germany
NLM ID
9706854
Subset
IM
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