Home LiteratureArticle Details
PMID: 16204195 Published · ppublish English Journal Article Research Support, Non-U.S. Gov't

Metabolic functions of duplicate genes in Saccharomyces cerevisiae.

Genome research ·Vol. 15 ·No. 10 ·2005-10-00 ·Pages 1421-30

Kuepfer L, Sauer U, Blank LM

Abstract

The roles of duplicate genes and their contribution to the phenomenon of enzyme dispensability are a central issue in molecular and genome evolution. A comprehensive classification of the mechanisms that may have led to their preservation, however, is currently lacking. In a systems biology approach, we classify here back-up, regulatory, and gene dosage functions for the 105 duplicate gene families of Saccharomyces cerevisiae metabolism. The key tool was the reconciled genome-scale metabolic model iLL672, which was based on the older iFF708. Computational predictions of all metabolic gene knockouts were validated with the experimentally determined phenotypes of the entire singleton yeast library of 4658 mutants under five environmental conditions. iLL672 correctly identified 96%-98% and 73%-80% of the viable and lethal singleton phenotypes, respectively. Functional roles for each duplicate family were identified by integrating the iLL672-predicted in silico duplicate knockout phenotypes, genome-scale carbon-flux distributions, singleton mutant phenotypes, and network topology analysis. The results provide no evidence for a particular dominant function that maintains duplicate genes in the genome. In particular, the back-up function is not favored by evolutionary selection because duplicates do not occur more frequently in essential reactions than singleton genes. Instead of a prevailing role, multigene-encoded enzymes cover different functions. Thus, at least for metabolism, persistence of the paralog fraction in the genome can be better explained with an array of different, often overlapping functional roles.

MeSH Terms
Gene Duplication Genes, Fungal Genes, Lethal Genes, Regulator Phenotype Saccharomyces cerevisiae/genetics,metabolism
Authors & Affiliations
3 authors, click to expand affiliations / ORCID
Kuepfer Lars
Institute of Molecular Systems Biology, ETH Zurich, 8093 Zurich, Switzerland.
Sauer Uwe
Blank Lars M
References (69)
69 references, click to expand
  1. Functional characterization of the S. cerevisiae genome by gene deletion and parallel analysis.
    Science. 1999 Aug 6;285(5429):901-6 PMID: 10436161
  2. Yeast genome evolution in the post-genome era.
    Curr Opin Microbiol. 1999 Oct;2(5):548-54 PMID: 10508730
  3. Biological robustness.
    Nat Rev Genet. 2004 Nov;5(11):826-37 PMID: 15520792
  4. Evolutionary genomics: new genes for new jobs.
    Curr Biol. 2005 Jan 26;15(2):R52-3 PMID: 15668155
  5. Transcription control reprogramming in genetic backup circuits.
    Nat Genet. 2005 Mar;37(3):295-9 PMID: 15723064
  6. High-throughput phenomics: experimental methods for mapping fluxomes.
    Curr Opin Biotechnol. 2004 Feb;15(1):58-63 PMID: 15102468
  7. Genomic background predicts the fate of duplicated genes: evidence from the yeast genome.
    Genetics. 2004 Apr;166(4):1995-9 PMID: 15126414
  8. Evolutionary genomics: yeasts accelerate beyond BLAST.
    Curr Biol. 2004 May 25;14(10):R392-4 PMID: 15186766
  9. Metabolic network analysis of the causes and evolution of enzyme dispensability in yeast.
    Nature. 2004 Jun 10;429(6992):661-4 PMID: 15190353
  10. Reconstruction and validation of Saccharomyces cerevisiae iND750, a fully compartmentalized genome-scale metabolic model.
    Genome Res. 2004 Jul;14(7):1298-309 PMID: 15197165
  11. MITOPRED: a genome-scale method for prediction of nucleus-encoded mitochondrial proteins.
    Bioinformatics. 2004 Jul 22;20(11):1785-94 PMID: 15037509
  12. Comparison of network-based pathway analysis methods.
    Trends Biotechnol. 2004 Aug;22(8):400-5 PMID: 15283984
  13. Bow ties, metabolism and disease.
    Trends Biotechnol. 2004 Sep;22(9):446-50 PMID: 15331224
  14. Robustness of cellular functions.
    Cell. 2004 Sep 17;118(6):675-85 PMID: 15369668
  15. The altered evolutionary trajectories of gene duplicates.
    Trends Genet. 2004 Nov;20(11):544-9 PMID: 15475113
  16. Genome-scale models of microbial cells: evaluating the consequences of constraints.
    Nat Rev Microbiol. 2004 Nov;2(11):886-97 PMID: 15494745
  17. S-adenosyl methionine requiring mutants in Saccharomyces cerevisiae: evidences for the existence of two methionine adenosyl transferases.
    Mol Gen Genet. 1978 Jul 11;163(2):153-67 PMID: 355845
  18. Two asparagine synthetases in Saccharomyces cerevisiae.
    Eur J Biochem. 1980 Jul;108(2):373-7 PMID: 6105958
  19. Saccharomyces cerevisiae contains two functional genes encoding 3-hydroxy-3-methylglutaryl-coenzyme A reductase.
    Proc Natl Acad Sci U S A. 1986 Aug;83(15):5563-7 PMID: 3526336
  20. Two glycogen synthase isoforms in Saccharomyces cerevisiae are coded by distinct genes that are differentially controlled.
    J Biol Chem. 1991 Aug 25;266(24):15602-7 PMID: 1908457
  21. DNA sequences in chromosomes II and VII code for pyruvate carboxylase isoenzymes in Saccharomyces cerevisiae: analysis of pyruvate carboxylase-deficient strains.
    Mol Gen Genet. 1991 Oct;229(2):307-15 PMID: 1921979
  22. Effect of benzoic acid on metabolic fluxes in yeasts: a continuous-culture study on the regulation of respiration and alcoholic fermentation.
    Yeast. 1992 Jul;8(7):501-17 PMID: 1523884
  23. Dissecting dispensability.
    Nat Genet. 2005 Mar;37(3):214-5 PMID: 15731753
  24. Large-scale in vivo flux analysis shows rigidity and suboptimal performance of Bacillus subtilis metabolism.
    Nat Genet. 2005 Jun;37(6):636-40 PMID: 15880104
  25. Large-scale 13C-flux analysis reveals mechanistic principles of metabolic network robustness to null mutations in yeast.
    Genome Biol. 2005;6(6):R49 PMID: 15960801
  26. Concurrent knock-out of at least 20 transporter genes is required to block uptake of hexoses in Saccharomyces cerevisiae.
    FEBS Lett. 1999 Dec 31;464(3):123-8 PMID: 10618490
  27. Robustness against mutations in genetic networks of yeast.
    Nat Genet. 2000 Apr;24(4):355-61 PMID: 10742097
  28. Characterization of two 5-aminoimidazole-4-carboxamide ribonucleotide transformylase/inosine monophosphate cyclohydrolase isozymes from Saccharomyces cerevisiae.
    J Biol Chem. 2000 Jul 7;275(27):20920-7 PMID: 10877846
  29. Network identification and flux quantification in the central metabolism of Saccharomyces cerevisiae under different conditions of glucose repression.
    J Bacteriol. 2001 Feb;183(4):1441-51 PMID: 11157958
  30. In silico predictions of Escherichia coli metabolic capabilities are consistent with experimental data.
    Nat Biotechnol. 2001 Feb;19(2):125-30 PMID: 11175725
  31. Yeast prions and evolvability.
    Trends Genet. 2001 Apr;17(4):167-9 PMID: 11275304
  32. The yeast glycerol 3-phosphatases Gpp1p and Gpp2p are required for glycerol biosynthesis and differentially involved in the cellular responses to osmotic, anaerobic, and oxidative stress.
    J Biol Chem. 2001 Feb 2;276(5):3555-63 PMID: 11058591
  33. 13C metabolic flux analysis.
    Metab Eng. 2001 Jul;3(3):195-206 PMID: 11461141
  34. Functional profiling of the Saccharomyces cerevisiae genome.
    Nature. 2002 Jul 25;418(6896):387-91 PMID: 12140549
  35. GenomeHistory: a software tool and its application to fully sequenced genomes.
    Nucleic Acids Res. 2002 Aug 1;30(15):3378-86 PMID: 12140322
  36. Analysis of optimality in natural and perturbed metabolic networks.
    Proc Natl Acad Sci U S A. 2002 Nov 12;99(23):15112-7 PMID: 12415116
  37. Metabolic network structure determines key aspects of functionality and regulation.
    Nature. 2002 Nov 14;420(6912):190-3 PMID: 12432396
  38. Role of duplicate genes in genetic robustness against null mutations.
    Nature. 2003 Jan 2;421(6918):63-6 PMID: 12511954
  39. Yeast sphingolipids: metabolism and biology.
    Biochim Biophys Acta. 2002 Dec 30;1585(2-3):163-71 PMID: 12531550
  40. Genome-scale reconstruction of the Saccharomyces cerevisiae metabolic network.
    Genome Res. 2003 Feb;13(2):244-53 PMID: 12566402
  41. Evolution of feedback-inhibited beta /alpha barrel isoenzymes by gene duplication and a single mutation.
    Proc Natl Acad Sci U S A. 2003 Feb 4;100(3):862-7 PMID: 12540830
  42. Specialization of function among aldehyde dehydrogenases: the ALD2 and ALD3 genes are required for beta-alanine biosynthesis in Saccharomyces cerevisiae.
    Genetics. 2003 Jan;163(1):69-77 PMID: 12586697
  43. Ser3p (Yer081wp) and Ser33p (Yil074cp) are phosphoglycerate dehydrogenases in Saccharomyces cerevisiae.
    J Biol Chem. 2003 Mar 21;278(12):10264-72 PMID: 12525494
  44. Hierarchical analysis of dependency in metabolic networks.
    Bioinformatics. 2003 May 22;19(8):1027-34 PMID: 12761067
  45. Evolution of duplicate genes versus genetic robustness against null mutations.
    Trends Genet. 2003 Jul;19(7):354-6 PMID: 12850437
  46. Large-scale evaluation of in silico gene deletions in Saccharomyces cerevisiae.
    OMICS. 2003 Summer;7(2):193-202 PMID: 14506848
  47. Global analysis of protein localization in budding yeast.
    Nature. 2003 Oct 16;425(6959):686-91 PMID: 14562095
  48. Global analysis of protein expression in yeast.
    Nature. 2003 Oct 16;425(6959):737-41 PMID: 14562106
  49. Metabolic flux balance analysis and the in silico analysis of Escherichia coli K-12 gene deletions.
    BMC Bioinformatics. 2000;1:1 PMID: 11001586
  50. The effects of alternate optimal solutions in constraint-based genome-scale metabolic models.
    Metab Eng. 2003 Oct;5(4):264-76 PMID: 14642354
  51. Principles of transcriptional control in the metabolic network of Saccharomyces cerevisiae.
    Nat Biotechnol. 2004 Jan;22(1):86-92 PMID: 14647306
  52. High-throughput metabolic flux analysis based on gas chromatography-mass spectrometry derived 13C constraints.
    Anal Biochem. 2004 Feb 15;325(2):308-16 PMID: 14751266
  53. Flux coupling analysis of genome-scale metabolic network reconstructions.
    Genome Res. 2004 Feb;14(2):301-12 PMID: 14718379
  54. Molecular basis for anaerobic growth of Saccharomyces cerevisiae on xylose, investigated by global gene expression and metabolic flux analysis.
    Appl Environ Microbiol. 2004 Apr;70(4):2307-17 PMID: 15066826
  55. Proof and evolutionary analysis of ancient genome duplication in the yeast Saccharomyces cerevisiae.
    Nature. 2004 Apr 8;428(6983):617-24 PMID: 15004568
  56. TCA cycle activity in Saccharomyces cerevisiae is a function of the environmentally determined specific growth and glucose uptake rates.
    Microbiology. 2004 Apr;150(Pt 4):1085-93 PMID: 15073318
  57. The Ashbya gossypii genome as a tool for mapping the ancient Saccharomyces cerevisiae genome.
    Science. 2004 Apr 9;304(5668):304-7 PMID: 15001715
  58. TKL2, a second transketolase gene of Saccharomyces cerevisiae. Cloning, sequence and deletion analysis of the gene.
    Eur J Biochem. 1993 Oct 1;217(1):487-92 PMID: 7916691
  59. Use of synthetic lethal mutants to clone and characterize a novel CTP synthetase gene in Saccharomyces cerevisiae.
    Mol Gen Genet. 1994 Feb;242(4):431-9 PMID: 8121398
  60. Stoichiometric flux balance models quantitatively predict growth and metabolic by-product secretion in wild-type Escherichia coli W3110.
    Appl Environ Microbiol. 1994 Oct;60(10):3724-31 PMID: 7986045
  61. The two acetyl-coenzyme A synthetases of Saccharomyces cerevisiae differ with respect to kinetic properties and transcriptional regulation.
    J Biol Chem. 1996 Nov 15;271(46):28953-9 PMID: 8910545
  62. Flux distributions in anaerobic, glucose-limited continuous cultures of Saccharomyces cerevisiae.
    Microbiology. 1997 Jan;143 ( Pt 1):203-18 PMID: 9025295
  63. Metabolic fluxes in riboflavin-producing Bacillus subtilis.
    Nat Biotechnol. 1997 May;15(5):448-52 PMID: 9131624
  64. A family of ammonium transporters in Saccharomyces cerevisiae.
    Mol Cell Biol. 1997 Aug;17(8):4282-93 PMID: 9234685
  65. GDH3 encodes a glutamate dehydrogenase isozyme, a previously unrecognized route for glutamate biosynthesis in Saccharomyces cerevisiae.
    J Bacteriol. 1997 Sep;179(17):5594-7 PMID: 9287019
  66. Mutant studies of phosphofructo-2-kinases do not reveal an essential role of fructose-2,6-bisphosphate in the regulation of carbon fluxes in yeast cells.
    Microbiology. 1997 Sep;143 ( Pt 9):3055-61 PMID: 9308187
  67. Phenylalanine- and tyrosine-auxotrophic mutants of Saccharomyces cerevisiae impaired in transamination.
    Mol Gen Genet. 1998 Jan;257(2):230-7 PMID: 9491082
  68. The LCB4 (YOR171c) and LCB5 (YLR260w) genes of Saccharomyces encode sphingoid long chain base kinases.
    J Biol Chem. 1998 Jul 31;273(31):19437-42 PMID: 9677363
  69. Growth requirements of pyruvate-decarboxylase-negative Saccharomyces cerevisiae.
    FEMS Microbiol Lett. 1999 May 1;174(1):73-9 PMID: 10234824
Article Info
Journal
Genome research
Abbr.
Genome Res
ISSN
1088-9051
Published
2005-10-00
Pages
1421-30
Language
English
Region
United States
NLM ID
9518021
PMCID
PMC1240085
Subset
IM
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]