Note to users. If you're seeing this message, it means that your browser cannot find this page's style/presentation instructions -- or possibly that you are using a browser that does not support current Web standards. Find out more about why this message is appearing, and what you can do to make your experience of our site the best it can be.
Johnson & Johnson

Site Tools

  • AAAS
  • Subscribe
  • Feedback

Site Search

Search Advanced

Science 24 October 1997:
Vol. 278. no. 5338, pp. 631 - 637
DOI: 10.1126/science.278.5338.631

Articles

A Genomic Perspective on Protein Families

Roman L. Tatusov, Eugene V. Koonin, * David J. Lipman

In order to extract the maximum amount of information from the rapidly accumulating genome sequences, all conserved genes need to be classified according to their homologous relationships. Comparison of proteins encoded in seven complete genomes from five major phylogenetic lineages and elucidation of consistent patterns of sequence similarities allowed the delineation of 720 clusters of orthologous groups (COGs). Each COG consists of individual orthologous proteins or orthologous sets of paralogs from at least three lineages. Orthologs typically have the same function, allowing transfer of functional information from one member to an entire COG. This relation automatically yields a number of functional predictions for poorly characterized genomes. The COGs comprise a framework for functional and evolutionary genome analysis.

The authors are with the National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, MD 20894, USA.
*   To whom requests for reprints should be addressed. E-mail: koonin{at}ncbi.nlm.nih.gov


Read the Full Text


THIS ARTICLE HAS BEEN CITED BY OTHER ARTICLES:
Genomics of bacteria and archaea: the emerging dynamic view of the prokaryotic world.
E. V. Koonin and Y. I. Wolf (2008)
Nucleic Acids Res. 36, 6688-6719
   Abstract »    Full Text »    PDF »
DEG 5.0, a database of essential genes in both prokaryotes and eukaryotes.
R. Zhang and Y. Lin (2008)
Nucleic Acids Res.
   Abstract »    Full Text »    PDF »
The National Center for Biotechnology Information's Protein Clusters Database.
W. Klimke, R. Agarwala, A. Badretdin, S. Chetvernin, S. Ciufo, B. Fedorov, B. Kiryutin, K. O'Neill, W. Resch, S. Resenchuk, et al. (2008)
Nucleic Acids Res.
   Abstract »    Full Text »    PDF »
Sequencing and Analysis of Approximately 40 000 Soybean cDNA Clones from a Full-Length-Enriched cDNA Library.
T. Umezawa, T. Sakurai, Y. Totoki, A. Toyoda, M. Seki, A. Ishiwata, K. Akiyama, A. Kurotani, T. Yoshida, K. Mochida, et al. (2008)
DNA Res
   Abstract »    Full Text »    PDF »
ATGC: a database of orthologous genes from closely related prokaryotic genomes and a research platform for microevolution of prokaryotes.
P. S. Novichkov, I. Ratnere, Y. I. Wolf, E. V. Koonin, and I. Dubchak (2008)
Nucleic Acids Res.
   Abstract »    Full Text »    PDF »
Identification of pseudouridine methyltransferase in Escherichia coli.
R. Ero, L. Peil, A. Liiv, and J. Remme (2008)
RNA 14, 2223-2233
   Abstract »    Full Text »    PDF »
Global alignment of multiple protein interaction networks with application to functional orthology detection.
R. Singh, J. Xu, and B. Berger (2008)
PNAS 105, 12763-12768
   Abstract »    Full Text »    PDF »
The relative value of operon predictions.
R. W. W. Brouwer, O. P. Kuipers, and S. A. F. T. van Hijum (2008)
Brief Bioinform 9, 367-375
   Abstract »    Full Text »    PDF »
Genetic Classification of Severe Early Childhood Caries by Use of Subtracted DNA Fragments from Streptococcus mutans.
D. Saxena, P. W. Caufield, Y. Li, S. Brown, J. Song, and R. Norman (2008)
J. Clin. Microbiol. 46, 2868-2873
   Abstract »    Full Text »    PDF »
On the origin of new genes in Drosophila.
Q. Zhou, G. Zhang, Y. Zhang, S. Xu, R. Zhao, Z. Zhan, X. Li, Y. Ding, S. Yang, and W. Wang (2008)
Genome Res. 18, 1446-1455
   Abstract »    Full Text »    PDF »
Group 2 Sigma Factor SigB of Corynebacterium glutamicum Positively Regulates Glucose Metabolism under Conditions of Oxygen Deprivation.
S. Ehira, T. Shirai, H. Teramoto, M. Inui, and H. Yukawa (2008)
Appl. Envir. Microbiol. 74, 5146-5152
   Abstract »    Full Text »    PDF »
Annotation of metagenome short reads using proxygenes.
D. Dalevi, N. N. Ivanova, K. Mavromatis, S. D. Hooper, E. Szeto, P. Hugenholtz, N. C. Kyrpides, and V. M. Markowitz (2008)
Bioinformatics 24, i7-i13
   Abstract »    Full Text »    PDF »
The structure of an archaeal homodimeric ligase which has RNA circularization activity.
M. A. Brooks, L. Meslet-Cladiere, M. Graille, J. Kuhn, K. Blondeau, H. Myllykallio, and H. van Tilbeurgh (2008)
Protein Sci. 17, 1336-1345
   Abstract »    Full Text »    PDF »
The Deep Archaeal Roots of Eukaryotes.
N. Yutin, K. S. Makarova, S. L. Mekhedov, Y. I. Wolf, and E. V. Koonin (2008)
Mol. Biol. Evol. 25, 1619-1630
   Abstract »    Full Text »    PDF »
Flavin-dependent thymidylate synthase X limits chromosomal DNA replication.
F. Escartin, S. Skouloubris, U. Liebl, and H. Myllykallio (2008)
PNAS 105, 9948-9952
   Abstract »    Full Text »    PDF »
The LptA Protein of Escherichia coli Is a Periplasmic Lipid A-binding Protein Involved in the Lipopolysaccharide Export Pathway.
A. X. Tran, M. S. Trent, and C. Whitfield (2008)
J. Biol. Chem. 283, 20342-20349
   Abstract »    Full Text »    PDF »
Assembly of Viral Metagenomes from Yellowstone Hot Springs.
T. Schoenfeld, M. Patterson, P. M. Richardson, K. E. Wommack, M. Young, and D. Mead (2008)
Appl. Envir. Microbiol. 74, 4164-4174
   Abstract »    Full Text »    PDF »
Efficient algorithms for accurate hierarchical clustering of huge datasets: tackling the entire protein space.
Y. Loewenstein, E. Portugaly, M. Fromer, and M. Linial (2008)
Bioinformatics 24, i41-i49
   Abstract »    Full Text »    PDF »
Microbial genotype-phenotype mapping by class association rule mining.
M. Tamura and P. D'haeseleer (2008)
Bioinformatics 24, 1523-1529
   Abstract »    Full Text »    PDF »
Assessment and improvement of the Plasmodium yoelii yoelii genome annotation through comparative analysis.
A. Vaughan, S.-Y. Chiu, G. Ramasamy, L. Li, M. J. Gardner, A. S. Tarun, S. H.I. Kappe, and X. Peng (2008)
Bioinformatics 24, i383-i389
   Abstract »    Full Text »    PDF »
OGtree: a tool for creating genome trees of prokaryotes based on overlapping genes.
L.-W. Jiang, K.-L. Lin, and C. L. Lu (2008)
Nucleic Acids Res. 36, W475-W480
   Abstract »    Full Text »    PDF »
GeConT 2: gene context analysis for orthologous proteins, conserved domains and metabolic pathways.
C. E. Martinez-Guerrero, R. Ciria, C. Abreu-Goodger, G. Moreno-Hagelsieb, and E. Merino (2008)
Nucleic Acids Res. 36, W176-W180
   Abstract »    Full Text »    PDF »
Probabilistic Cross-Species Inference of Orthologous Genomic Regions Created by Whole-Genome Duplication in Yeast.
G. C. Conant and K. H. Wolfe (2008)
Genetics 179, 1681-1692
   Abstract »    Full Text »    PDF »
A korarchaeal genome reveals insights into the evolution of the Archaea.
J. G. Elkins, M. Podar, D. E. Graham, K. S. Makarova, Y. Wolf, L. Randau, B. P. Hedlund, C. Brochier-Armanet, V. Kunin, I. Anderson, et al. (2008)
PNAS 105, 8102-8107
   Abstract »    Full Text »    PDF »
Analysis of the Actinobacillus pleuropneumoniae ArcA Regulon Identifies Fumarate Reductase as a Determinant of Virulence.
F. F. R. Buettner, I. M. Bendallah, J. T. Bosse, K. Dreckmann, J. H. E. Nash, P. R. Langford, and G.-F. Gerlach (2008)
Infect. Immun. 76, 2284-2295
   Abstract »    Full Text »    PDF »
Comparative Genome Analysis of "Candidatus Phytoplasma australiense" (Subgroup tuf-Australia I; rp-A) and "Ca. Phytoplasma asteris" Strains OY-M and AY-WB.
L. T. T. Tran-Nguyen, M. Kube, B. Schneider, R. Reinhardt, and K. S. Gibb (2008)
J. Bacteriol. 190, 3979-3991
   Abstract »    Full Text »    PDF »
Large-scale analysis of gene clustering in bacteria.
Q. Yang and S.-H. Sze (2008)
Genome Res. 18, 949-956
   Abstract »    Full Text »    PDF »
Modularity of stress response evolution.
A. H. Singh, D. M. Wolf, P. Wang, and A. P. Arkin (2008)
PNAS 105, 7500-7505
   Abstract »    Full Text »    PDF »
Assigning functional linkages to proteins using phylogenetic profiles and continuous phenotypes.
O. Gonzalez and R. Zimmer (2008)
Bioinformatics 24, 1257-1263
   Abstract »    Full Text »    PDF »
Vertebrate Genomes Code Excess Proteins with Charge Periodicity of 28 Residues.
R. Ke, N. Sakiyama, R. Sawada, M. Sonoyama, and S. Mitaku (2008)
J. Biochem. 143, 661-665
   Abstract »    Full Text »    PDF »
Near Intron Positions Are Reliable Phylogenetic Markers: An Application to Holometabolous Insects.
V. Krauss, C. Thummler, F. Georgi, J. Lehmann, P. F. Stadler, and C. Eisenhardt (2008)
Mol. Biol. Evol. 25, 821-830
   Abstract »    Full Text »    PDF »
Gene Expression by the Sulfate-Reducing Bacterium Desulfovibrio vulgaris Hildenborough Grown on an Iron Electrode under Cathodic Protection Conditions.
S. M. Caffrey, H. S. Park, J. Been, P. Gordon, C. W. Sensen, and G. Voordouw (2008)
Appl. Envir. Microbiol. 74, 2404-2413
   Abstract »    Full Text »    PDF »
Proteogenomics: needs and roles to be filled by proteomics in genome annotation.
C. Ansong, S. O. Purvine, J. N. Adkins, M. S. Lipton, and R. D. Smith (2008)
Brief Funct Genomic Proteomic
   Abstract »    Full Text »    PDF »
The genome of Pelotomaculum thermopropionicum reveals niche-associated evolution in anaerobic microbiota.
T. Kosaka, S. Kato, T. Shimoyama, S. Ishii, T. Abe, and K. Watanabe (2008)
Genome Res. 18, 442-448
   Abstract »    Full Text »    PDF »
Coevolution of gene families in prokaryotes.
O. X. Cordero, B. Snel, and P. Hogeweg (2008)
Genome Res. 18, 462-468
   Abstract »    Full Text »    PDF »
Genome evolution in cyanobacteria: The stable core and the variable shell.
T. Shi and P. G. Falkowski (2008)
PNAS 105, 2510-2515
   Abstract »    Full Text »    PDF »
A Botrytis cinerea Emopamil Binding Domain Protein, Required for Full Virulence, Belongs to a Eukaryotic Superfamily Which Has Expanded in Euascomycetes.
A. Gioti, J. M. Pradier, E. Fournier, P. Le Pecheur, C. Giraud, D. Debieu, J. Bach, P. Leroux, and C. Levis (2008)
Eukaryot. Cell 7, 368-378
   Abstract »    Full Text »    PDF »
Choosing BLAST options for better detection of orthologs as reciprocal best hits.
G. Moreno-Hagelsieb and K. Latimer (2008)
Bioinformatics 24, 319-324
   Abstract »    Full Text »    PDF »
AffyTrees: Facilitating Comparative Analysis of Affymetrix Plant Microarray Chips.
T. Frickey, V. A. Benedito, M. Udvardi, and G. Weiller (2008)
Plant Physiology 146, 377-386
   Abstract »    Full Text »    PDF »
Role of Hypermutability in the Evolution of the Genus Oenococcus.
A. M. Marcobal, D. A. Sela, Y. I. Wolf, K. S. Makarova, and D. A. Mills (2008)
J. Bacteriol. 190, 564-570
   Abstract »    Full Text »    PDF »
IMG/M: a data management and analysis system for metagenomes.
V. M. Markowitz, N. N. Ivanova, E. Szeto, K. Palaniappan, K. Chu, D. Dalevi, I-M. A. Chen, Y. Grechkin, I. Dubchak, I. Anderson, et al. (2008)
Nucleic Acids Res. 36, D534-D538
   Abstract »    Full Text »    PDF »
The integrated microbial genomes (IMG) system in 2007: data content and analysis tool extensions.
V. M. Markowitz, E. Szeto, K. Palaniappan, Y. Grechkin, K. Chu, I-M. A. Chen, I. Dubchak, I. Anderson, A. Lykidis, K. Mavromatis, et al. (2008)
Nucleic Acids Res. 36, D528-D533
   Abstract »    Full Text »    PDF »
eggNOG: automated construction and annotation of orthologous groups of genes.
L. J. Jensen, P. Julien, M. Kuhn, C. von Mering, J. Muller, T. Doerks, and P. Bork (2008)
Nucleic Acids Res. 36, D250-D254
   Abstract »    Full Text »    PDF »
Evola: Ortholog database of all human genes in H-InvDB with manual curation of phylogenetic trees.
A. Matsuya, R. Sakate, Y. Kawahara, K. O. Koyanagi, Y. Sato, Y. Fujii, C. Yamasaki, T. Habara, H. Nakaoka, F. Todokoro, et al. (2008)
Nucleic Acids Res. 36, D787-D792
   Abstract »    Full Text »    PDF »
AlterORF: a database of alternate open reading frames.
I. Pedroso, G. Rivera, F. Lazo, M. Chacon, F. Ossandon, F. A. Veloso, and D. S. Holmes (2008)
Nucleic Acids Res. 36, D517-D518
   Abstract »    Full Text »    PDF »
Low temperature (23 {degrees}C) increases expression of biofilm-, cold-shock- and RpoS-dependent genes in Escherichia coli K-12.
C. A. White-Ziegler, S. Um, N. M. Perez, A. L. Berns, A. J. Malhowski, and S. Young (2008)
Microbiology 154, 148-166
   Abstract »    Full Text »    PDF »
Evolution of the Chaperone/Usher Assembly Pathway: Fimbrial Classification Goes Greek.
S.-P. Nuccio and A. J. Baumler (2007)
Microbiol. Mol. Biol. Rev. 71, 551-575
   Abstract »    Full Text »    PDF »
Comparative genome analysis across a kingdom of eukaryotic organisms: Specialization and diversification in the Fungi.
M. J. Cornell, I. Alam, D. M. Soanes, H. M. Wong, C. Hedeler, N. W. Paton, M. Rattray, S. J. Hubbard, N. J. Talbot, and S. G. Oliver (2007)
Genome Res. 17, 1809-1822
   Abstract »    Full Text »    PDF »
Genome-scale analysis of positionally relocated genes.
A. Bhutkar, S. M. Russo, T. F. Smith, and W. M. Gelbart (2007)
Genome Res. 17, 1880-1887
   Abstract »    Full Text »    PDF »
Host pathogen protein interactions predicted by comparative modeling.
F. P. Davis, D. T. Barkan, N. Eswar, J. H. McKerrow, and A. Sali (2007)
Protein Sci. 16, 2585-2596
   Abstract »    Full Text »    PDF »
Insights from Modeling Protein Evolution with Context-Dependent Mutation and Asymmetric Amino Acid Selection.
C. T. Saunders and P. Green (2007)
Mol. Biol. Evol. 24, 2632-2647
   Abstract »    Full Text »    PDF »
Analysis of Rare Amino Acid Replacements Supports the Coelomata Clade.
I. B. Rogozin, Y. I. Wolf, L. Carmel, and E. V. Koonin (2007)
Mol. Biol. Evol. 24, 2594-2597
   Abstract »    Full Text »    PDF »
Genome Analysis of Phage JS98 Defines a Fourth Major Subgroup of T4-Like Phages in Escherichia coli.
S. Zuber, C. Ngom-Bru, C. Barretto, A. Bruttin, H. Brussow, and E. Denou (2007)
J. Bacteriol. 189, 8206-8214
   Abstract »    Full Text »    PDF »
Evolutionary analysis of enzymes using Chisel.
A. A. Rodriguez, T. Bompada, M. Syed, P. K. Shah, and N. Maltsev (2007)
Bioinformatics 23, 2961-2968
   Abstract »    Full Text »    PDF »
The Essential tacF Gene Is Responsible for the Choline-Dependent Growth Phenotype of Streptococcus pneumoniae.
M. Damjanovic, A. S. Kharat, A. Eberhardt, A. Tomasz, and W. Vollmer (2007)
J. Bacteriol. 189, 7105-7111
   Abstract »    Full Text »    PDF »
Functional Genomics of the Chicken A Model Organism.
L. A. Cogburn, T. E. Porter, M. J. Duclos, J. Simon, S. C. Burgess, J. J. Zhu, H. H. Cheng, J. B. Dodgson, and J. Burnside (2007)
Poult. Sci. 86, 2059-2094
   Abstract »    Full Text »    PDF »
The anatomy of microbial cell state transitions in response to oxygen.
A. K. Schmid, D. J. Reiss, A. Kaur, M. Pan, N. King, P. T. Van, L. Hohmann, D. B. Martin, and N. S. Baliga (2007)
Genome Res. 17, 1399-1413
   Abstract »    Full Text »    PDF »
Solution structure of the hypothetical protein TA0095 from Thermoplasma acidophilum: A novel superfamily with a two-layer sandwich architecture.
E. Leon, A. Yee, A. R. Ortiz, J. Santoro, M. Rico, and M. A. Jimenez (2007)
Protein Sci. 16, 2278-2286
   Abstract »    Full Text »    PDF »
Function of Periplasmic Hydrogenases in the Sulfate-Reducing Bacterium Desulfovibrio vulgaris Hildenborough.
S. M. Caffrey, H.-S. Park, J. K. Voordouw, Z. He, J. Zhou, and G. Voordouw (2007)
J. Bacteriol. 189, 6159-6167
   Abstract »    Full Text »    PDF »
Cell-Wide Responses to Low-Oxygen Exposure in Desulfovibrio vulgaris Hildenborough.
A. Mukhopadhyay, A. M. Redding, M. P. Joachimiak, A. P. Arkin, S. E. Borglin, P. S. Dehal, R. Chakraborty, J. T. Geller, T. C. Hazen, Q. He, et al. (2007)
J. Bacteriol. 189, 5996-6010
   Abstract »    Full Text »    PDF »
OMA Browser Exploring orthologous relations across 352 complete genomes.
A. Schneider, C. Dessimoz, and G. H. Gonnet (2007)
Bioinformatics 23, 2180-2182
   Abstract »    Full Text »    PDF »
Human Body Temperature (37{degrees}C) Increases the Expression of Iron, Carbohydrate, and Amino Acid Utilization Genes in Escherichia coli K-12.
C. A. White-Ziegler, A. J. Malhowski, and S. Young (2007)
J. Bacteriol. 189, 5429-5440
   Abstract »    Full Text »    PDF »
YtqI from Bacillus subtilis has both oligoribonuclease and pAp-phosphatase activity.
U. Mechold, G. Fang, S. Ngo, V. Ogryzko, and A. Danchin (2007)
Nucleic Acids Res. 35, 4552-4561
   Abstract »    Full Text »    PDF »
Low Concentrations of Bile Salts Induce Stress Responses and Reduce Motility in Bacillus cereus ATCC 14570.
S. M. Kristoffersen, S. Ravnum, N. J. Tourasse, O. A. Okstad, A.-B. Kolsto, and W. Davies (2007)
J. Bacteriol. 189, 5302-5313
   Abstract »    Full Text »    PDF »
BLASTO: a tool for searching orthologous groups.
Y. Zhou and L. F. Landweber (2007)
Nucleic Acids Res. 35, W678-W682
   Abstract »    Full Text »    PDF »
COMPASS server for remote homology inference.
R. I. Sadreyev, M. Tang, B.-H. Kim, and N. V. Grishin (2007)
Nucleic Acids Res. 35, W653-W658
   Abstract »    Full Text »    PDF »
KAAS: an automatic genome annotation and pathway reconstruction server.
Y. Moriya, M. Itoh, S. Okuda, A. C. Yoshizawa, and M. Kanehisa (2007)
Nucleic Acids Res. 35, W182-W185
   Abstract »    Full Text »    PDF »
Sea Anemone Genome Reveals Ancestral Eumetazoan Gene Repertoire and Genomic Organization.
N. H. Putnam, M. Srivastava, U. Hellsten, B. Dirks, J. Chapman, A. Salamov, A. Terry, H. Shapiro, E. Lindquist, V. V. Kapitonov, et al. (2007)
Science 317, 86-94
   Abstract »    Full Text »    PDF »
SpxB Regulates O-Acetylation-dependent Resistance of Lactococcus lactis Peptidoglycan to Hydrolysis.
P. Veiga, C. Bulbarela-Sampieri, S. Furlan, A. Maisons, M.-P. Chapot-Chartier, M. Erkelenz, P. Mervelet, P. Noirot, D. Frees, O. P. Kuipers, et al. (2007)
J. Biol. Chem. 282, 19342-19354
   Abstract »    Full Text »    PDF »
Characterization of a Novel Bile-Inducible Operon Encoding a Two-Component Regulatory System in Lactobacillus acidophilus.
E. A. Pfeiler, M. A. Azcarate-Peril, and T. R. Klaenhammer (2007)
J. Bacteriol. 189, 4624-4634
   Abstract »    Full Text »    PDF »
Reconstruction of highly heterogeneous gene-content evolution across the three domains of life.
W. Iwasaki and T. Takagi (2007)
Bioinformatics 23, i230-i239
   Abstract »    Full Text »    PDF »
Automatic genome-wide reconstruction of phylogenetic gene trees.
I. Wapinski, A. Pfeffer, N. Friedman, and A. Regev (2007)
Bioinformatics 23, i549-i558
   Abstract »    Full Text »    PDF »
A sub-proteome of Arabidopsis thaliana mature stems trapped on Concanavalin A is enriched in cell wall glycoside hydrolases.
Z. Minic, E. Jamet, L. Negroni, P Arsene der Garabedian, M. Zivy, and L. Jouanin (2007)
J. Exp. Bot. 58, 2503-2512
   Abstract »    Full Text »    PDF »
CTX-BLAST: context sensitive version of protein BLAST.
A. Gambin and P. Wojtalewicz (2007)
Bioinformatics 23, 1686-1688
   Abstract »    Full Text »    PDF »
The Early Response to Acid Shock in Lactobacillus reuteri Involves the ClpL Chaperone and a Putative Cell Wall-Altering Esterase.
T. Wall, K. Bath, R. A. Britton, H. Jonsson, J. Versalovic, and S. Roos (2007)
Appl. Envir. Microbiol. 73, 3924-3935
   Abstract »    Full Text »    PDF »
The Orientia tsutsugamushi genome reveals massive proliferation of conjugative type IV secretion system and host cell interaction genes.
N.-H. Cho, H.-R. Kim, J.-H. Lee, S.-Y. Kim, J. Kim, S. Cha, S.-Y. Kim, A. C. Darby, H.-H. Fuxelius, J. Yin, et al. (2007)
PNAS 104, 7981-7986
   Abstract »    Full Text »    PDF »
Identification of Lactobacillus sakei Genes Induced during Meat Fermentation and Their Role in Survival and Growth.
E. Hufner, T. Markieton, S. Chaillou, A.-M. Crutz-Le Coq, M. Zagorec, and C. Hertel (2007)
Appl. Envir. Microbiol. 73, 2522-2531
   Abstract »    Full Text »    PDF »
Comparative analysis of the Corynebacterium glutamicum group and complete genome sequence of strain R.
H. Yukawa, C. A. Omumasaba, H. Nonaka, P. Kos, N. Okai, N. Suzuki, M. Suda, Y. Tsuge, J. Watanabe, Y. Ikeda, et al. (2007)
Microbiology 153, 1042-1058
   Abstract »    Full Text »    PDF »
Essentiality of Ribosomal and Transcription Antitermination Proteins Analyzed by Systematic Gene Replacement in Escherichia coli.
M. Bubunenko, T. Baker, and D. L. Court (2007)
J. Bacteriol. 189, 2844-2853
   Abstract »    Full Text »    PDF »
Hierarchical classification of functionally equivalent genes in prokaryotes.
H. Wu, F. Mao, V. Olman, and Y. Xu (2007)
Nucleic Acids Res. 35, 2125-2140
   Abstract »    Full Text »    PDF »



ADVERTISEMENT
Click Me!

ADVERTISEMENT
Click Me!

To Advertise     Find Products


Science. ISSN 0036-8075 (print), 1095-9203 (online)