Functional prediction: Identification of protein orthologs and paralogs

Orthologs typically retain the same function in the course of evolution. Using β‐decarboxylating dehydrogenase family as a model, we demonstrate that orthologs can be confidently identified. The strategy is based on our recent findings that substitutions of only a few amino acid residues in these enzymes are sufficient to exchange substrate and coenzyme specificities. Hence, the few major specificity determinants can serve as reliable markers for determining orthologous or paralogous relationships. The power of this approach has been demonstrated by correcting similarity‐based functional misassignment and discovering new genes and related pathways, and should be broadly applicable to other enzyme families.

[1]  Y. Katsube,et al.  Three-dimensional structure of a highly thermostable enzyme, 3-isopropylmalate dehydrogenase of Thermus thermophilus at 2.2 A resolution. , 1991, Journal of molecular biology.

[2]  D. Strack,et al.  Hydroxycinnamoyltransferases Involved in the Accumulation of Caffeic Acid Esters in Gametophytes and Sporophytes of Equisetum arvense , 1996, Plant physiology.

[3]  J. Hurley,et al.  Determinants of cofactor specificity in isocitrate dehydrogenase: structure of an engineered NADP+ --> NAD+ specificity-reversal mutant. , 1996, Biochemistry.

[4]  H. Muirhead,et al.  A specific, highly active malate dehydrogenase by redesign of a lactate dehydrogenase framework. , 1988, Science.

[5]  R. Huber,et al.  The complete genome of the hyperthermophilic bacterium Aquifex aeolicus , 1998, Nature.

[6]  D E Koshland,et al.  Structure of a bacterial enzyme regulated by phosphorylation, isocitrate dehydrogenase. , 1989, Proceedings of the National Academy of Sciences of the United States of America.

[7]  L. McAlister-Henn,et al.  Subunit structure, expression, and function of NAD(H)-specific isocitrate dehydrogenase in Saccharomyces cerevisiae , 1990, Journal of bacteriology.

[8]  P. Serfozo,et al.  Substrate determinants of the course of tartrate dehydrogenase-catalyzed reactions. , 1995, Biochemistry.

[9]  D. Koshland,et al.  Determinants of performance in the isocitrate dehydrogenase of Escherichia coli , 1996, Protein science : a publication of the Protein Society.

[10]  L. Hall,et al.  Molecular cloning and deduced amino acid sequences of the alpha- and beta- subunits of mammalian NAD(+)-isocitrate dehydrogenase. , 1995, The Biochemical journal.

[11]  R. Jensen Enzyme recruitment in evolution of new function. , 1976, Annual review of microbiology.

[12]  P. Gadal,et al.  Structure, functions and regulation of NAD and NADP dependent isocitrate dehydrogenases in higher plants and in other organisms , 1990 .

[13]  G. Rutter,et al.  The binding of Ca2+ ions to pig heart NAD+-isocitrate dehydrogenase and the 2-oxoglutarate dehydrogenase complex. , 1989, The Biochemical journal.

[14]  Ridong Chen,et al.  A general strategy for enzyme engineering. , 1999, Trends in biotechnology.

[15]  D. Lipman,et al.  A genomic perspective on protein families. , 1997, Science.

[16]  Janet M. Thornton,et al.  The future of bioinformatics , 1998 .

[17]  A. Dean,et al.  A highly active decarboxylating dehydrogenase with rationally inverted coenzyme specificity. , 1995, Proceedings of the National Academy of Sciences of the United States of America.

[18]  D. Koshland,et al.  Structure of isocitrate dehydrogenase with isocitrate, nicotinamide adenine dinucleotide phosphate, and calcium at 2.5-A resolution: a pseudo-Michaelis ternary complex. , 1993, Biochemistry.

[19]  P. Gadal,et al.  Do the mitochondria provide the 2-oxoglutarate needed for glutamate synthesis in higher plant chloroplasts? , 1990 .

[20]  L. McAlister-Henn,et al.  Kinetic analysis of NAD(+)-isocitrate dehydrogenase with altered isocitrate binding sites: contribution of IDH1 and IDH2 subunits to regulation and catalysis. , 1993, Biochemistry.

[21]  Kay Hofmann,et al.  Protein classification and functional assignment , 1998 .

[22]  R. Colman,et al.  Chemical characterization of distinct subunits of pig heart DPN-specific isocitrate dehydrogenase. , 1980, The Journal of biological chemistry.

[23]  P C Babbitt,et al.  A functionally diverse enzyme superfamily that abstracts the alpha protons of carboxylic acids , 1995, Science.

[24]  A. Dean,et al.  The role of glutamate 87 in the kinetic mechanism of Thermus thermophilus isopropylmalate dehydrogenase , 1995, Protein science : a publication of the Protein Society.

[25]  A. Dean,et al.  Structural constraints in protein engineering--the coenzyme specificity of Escherichia coli isocitrate dehydrogenase. , 1997, European journal of biochemistry.

[26]  J. Hurley,et al.  Second‐site suppression of regulatory phosphorylation in Escherichia coli isocitrate dehydrogenase , 1996, Protein science : a publication of the Protein Society.

[27]  M. Hodges,et al.  Molecular characterization of higher plant NAD-dependent isocitrate dehydrogenase: evidence for a heteromeric structure by the complementation of yeast mutants. , 1998, The Plant journal : for cell and molecular biology.

[28]  Robert M. Stroud,et al.  Catalytic mechanism of NADP(+)-dependent isocitrate dehydrogenase: implications from the structures of magnesium-isocitrate and NADP+ complexes. , 1991 .

[29]  D E Koshland,et al.  Mutagenesis and Laue structures of enzyme intermediates: isocitrate dehydrogenase. , 1995, Science.

[30]  B. Beecher,et al.  Tartrate dehydrogenase, a new member of the family of metal-dependent decarboxylating R-hydroxyacid dehydrogenases. , 1994, Archives of biochemistry and biophysics.

[31]  A. Dean,et al.  Redesigning secondary structure to invert coenzyme specificity in isopropylmalate dehydrogenase. , 1996, Proceedings of the National Academy of Sciences of the United States of America.

[32]  Michael G. Rossmann,et al.  Chemical and biological evolution of a nucleotide-binding protein , 1974, Nature.

[33]  L. Hood,et al.  Gene families: the taxonomy of protein paralogs and chimeras. , 1997, Science.

[34]  J. Hurley,et al.  Engineering secondary structure to invert coenzyme specificity in isopropylmalate dehydrogenase , 1997 .