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Abstract
Metagenomics (also referred to as environmental and community genomics) is the genomic analysis of microorganisms by direct extraction and cloning of DNA from an assemblage of microorganisms. The development of metagenomics stemmed from the ineluctable evidence that as-yet-uncultured microorganisms represent the vast majority of organisms in most environments on earth. This evidence was derived from analyses of 16S rRNA gene sequences amplified directly from the environment, an approach that avoided the bias imposed by culturing and led to the discovery of vast new lineages of microbial life. Although the portrait of the microbial world was revolutionized by analysis of 16S rRNA genes, such studies yielded only a phylogenetic description of community membership, providing little insight into the genetics, physiology, and biochemistry of the members. Metagenomics provides a second tier of technical innovation that facilitates study of the physiology and ecology of environmental microorganisms. Novel genes and gene products discovered through metagenomics include the first bacteriorhodopsin of bacterial origin; novel small molecules with antimicrobial activity; and new members of families of known proteins, such as an Na(+)(Li(+))/H(+) antiporter, RecA, DNA polymerase, and antibiotic resistance determinants. Reassembly of multiple genomes has provided insight into energy and nutrient cycling within the community, genome structure, gene function, population genetics and microheterogeneity, and lateral gene transfer among members of an uncultured community. The application of metagenomic sequence information will facilitate the design of better culturing strategies to link genomic analysis with pure culture studies.
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Affiliation(s)
- Jo Handelsman
- Department of Plant Pathology, University of Wisconsin-Madison, Madison, WI 53706, USA.
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Xu H, Zhang Y, Guo X, Ren S, Staempfli AA, Chiao J, Jiang W, Zhao G. Isoleucine biosynthesis in Leptospira interrogans serotype lai strain 56601 proceeds via a threonine-independent pathway. J Bacteriol 2004; 186:5400-9. [PMID: 15292141 PMCID: PMC490871 DOI: 10.1128/jb.186.16.5400-5409.2004] [Citation(s) in RCA: 56] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Three leuA-like protein-coding sequences were identified in Leptospira interrogans. One of these, the cimA gene, was shown to encode citramalate synthase (EC 4.1.3.-). The other two encoded alpha-isopropylmalate synthase (EC 4.1.3.12). Expressed in Escherichia coli, the citramalate synthase was purified and characterized. Although its activity was relatively low, it was strictly specific for pyruvate as the keto acid substrate. Unlike the citramalate synthase of the thermophile Methanococcus jannaschii, the L. interrogans enzyme is temperature sensitive but exhibits a much lower K(m) (0.04 mM) for pyruvate. The reaction product was characterized as (R)-citramalate, and the proposed beta-methyl-d-malate pathway was further confirmed by demonstrating that citraconate was the substrate for the following reaction. This alternative pathway for isoleucine biosynthesis from pyruvate was analyzed both in vitro by assays of leptospiral isopropylmalate isomerase (EC 4.2.1.33) and beta-isopropylmalate dehydrogenase (EC 1.1.1.85) in E. coli extracts bearing the corresponding clones and in vivo by complementation of E. coli ilvA, leuC/D, and leuB mutants. Thus, the existence of a leucine-like pathway for isoleucine biosynthesis in L. interrogans under physiological conditions was unequivocally proven. Significant variations in either the enzymatic activities or mRNA levels of the cimA and leuA genes were detected in L. interrogans grown on minimal medium supplemented with different levels of the corresponding amino acids or in cells grown on serum-containing rich medium. The similarity of this metabolic pathway in leptospires and archaea is consistent with the evolutionarily primitive status of the eubacterial spirochetes.
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MESH Headings
- 2-Isopropylmalate Synthase/genetics
- 2-Isopropylmalate Synthase/metabolism
- 3-Isopropylmalate Dehydrogenase
- Adaptation, Physiological/genetics
- Adaptation, Physiological/physiology
- Alcohol Oxidoreductases/isolation & purification
- Alcohol Oxidoreductases/metabolism
- Bacterial Proteins/genetics
- Bacterial Proteins/metabolism
- Cloning, Molecular
- Culture Media/chemistry
- DNA, Bacterial/chemistry
- Escherichia coli/genetics
- Escherichia coli/metabolism
- Escherichia coli Proteins/genetics
- Escherichia coli Proteins/metabolism
- Gene Expression Regulation, Bacterial/genetics
- Gene Expression Regulation, Bacterial/physiology
- Genes, Bacterial/genetics
- Genes, Bacterial/physiology
- Genetic Complementation Test
- Hydro-Lyases/genetics
- Hydro-Lyases/metabolism
- Isoleucine/biosynthesis
- Isomerases/isolation & purification
- Isomerases/metabolism
- Leptospira interrogans/enzymology
- Leptospira interrogans/genetics
- Leptospira interrogans/metabolism
- Leucine/biosynthesis
- Methanococcus/enzymology
- Molecular Sequence Data
- Mutation
- Pyruvic Acid/metabolism
- RNA, Bacterial/analysis
- RNA, Messenger/analysis
- Recombinant Proteins/biosynthesis
- Recombinant Proteins/isolation & purification
- Recombinant Proteins/metabolism
- Sequence Analysis, DNA
- Substrate Specificity
- Threonine/metabolism
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Affiliation(s)
- Hai Xu
- Laboratory of Microbial Molecular Physiology, Institute of Plant Physiology and Ecology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai 200032, China
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Handelsman J, Liles M, Mann D, Riesenfeld C, Goodman RM. Cloning the metagenome: Culture-independent access to thediversity and functions of the uncultivated microbial world. METHODS IN MICROBIOLOGY 2002. [DOI: 10.1016/s0580-9517(02)33014-9] [Citation(s) in RCA: 39] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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Abstract
Leptospirosis is a worldwide zoonotic infection with a much greater incidence in tropical regions and has now been identified as one of the emerging infectious diseases. The epidemiology of leptospirosis has been modified by changes in animal husbandry, climate, and human behavior. Resurgent interest in leptospirosis has resulted from large outbreaks that have received significant publicity. The development of simpler, rapid assays for diagnosis has been based largely on the recognition that early initiation of antibiotic therapy is important in acute disease but also on the need for assays which can be used more widely. In this review, the complex taxonomy of leptospires, previously based on serology and recently modified by a genotypic classification, is discussed, and the clinical and epidemiological value of molecular diagnosis and typing is also evaluated.
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Affiliation(s)
- P N Levett
- University of the West Indies, School of Clinical Medicine & Research, and Leptospira Laboratory, Ministry of Health, Barbados.
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Tamakoshi M, Yamagishi A, Oshima T. The organization of the leuC, leuD and leuB genes of the extreme thermophile Thermus thermophilus. Gene 1998; 222:125-32. [PMID: 9813279 DOI: 10.1016/s0378-1119(98)00482-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
3-Isopropylmalate dehydrogenase is encoded by leuB gene while leuC and leuB genes encode the large and small subunits of isopropylmalate isomerase in leucine biosynthetic pathway, respectively. Organization of the leuB, leuC and leuD genes of an extreme thermophile, Thermus thermophilus, was investigated by sequence analysis. Location of the genes was also tested by complementation analysis of leu deficiency of the thermophile and Escherichia coli. The order was the leuC, leuD, and leuB genes and, in contrast to a previous report, they did not overlap with each other. Sequence analysis of the leuC and leuD genes suggested that cysteine residues for iron-sulfur binding and other amino acid residues involved in isomerase activity, which have been inferred from analysis of a related protein, aconitase, were highly conserved.
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Affiliation(s)
- M Tamakoshi
- Department of Molecular Biology, Tokyo University of Pharmacy & Life Science, 1432 Horinouchi, Hachioji, Tokyo 192-0392, Japan
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Handelsman J, Rondon MR, Brady SF, Clardy J, Goodman RM. Molecular biological access to the chemistry of unknown soil microbes: a new frontier for natural products. CHEMISTRY & BIOLOGY 1998; 5:R245-9. [PMID: 9818143 DOI: 10.1016/s1074-5521(98)90108-9] [Citation(s) in RCA: 874] [Impact Index Per Article: 33.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Cultured soil microorganisms have provided a rich source of natural-product chemistry. Because only a tiny fraction of soil microbes from soil are readily cultured, soil might be the greatest untapped resource for novel chemistry. The concept of cloning the metagenome to access the collective genomes and the biosynthetic machinery of soil microflora is explored here.
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Affiliation(s)
- J Handelsman
- Department of Plant Pathology, University of Wisconsin-Madison 53706, USA.
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Takahashi Y, Akase K, Hirano H, Fukunaga M. Physical and genetic maps of the Leptospira interrogans serovar icterohaemorrhagiae strain Ictero no.1 chromosome and sequencing of a 19-kb region of the genome containing the 5S rRNA gene. Gene X 1998; 215:37-45. [PMID: 9666070 DOI: 10.1016/s0378-1119(98)00277-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
We report the construction of physical and genetic maps of the chromosome of Leptospira interrogans serovar icterohaemorrhagiae strain Ictero No.1 using pulsed-field gel electrophoresis of DNA fragments generated by digestion with enzymes SrfI, AscI, FseI, and NotI and using reciprocal hybridization. We also sequenced the 19-kilobase (kb) DNA segment including the one gene for 5S rRNA (rrf) of pathogenic Leptospira. The size of the chromosome of the strain Ictero No.1 was estimated to be 4673kb and was found to be similar to those of the chromosomes of the leptospira strains Verdun (serovar icterohaemorrhagiae) and RZ11 (serovar pomona). The strains Verdun and RZ11 carry a small 350-kb replicon (minichromosome), and the strain Ictero No.1 also contained the same kind of molecule together with the chromosome. The physical maps of the strains Ictero No.1 and Verdun were almost identical, as were the locations of the selected genes, except for the location of one of the 16S rRNA genes. Overall, the genetic organization appeared to be conserved within the serovar icterohaemorrhagiae strains. In the sequenced region, we identified 10 putative ORFs and one rrf sequence, and the transcription orientations were all the same. A homology search for the products deduced from the sequenced data revealed that the orf H exhibited high similarity to malic acid enzyme of Haemophilus influenzae and fumarate hydratase of Escherichia coli (orf J). The rest of the putative products encoded by ORFs in the sequenced region showed little similarity with the proteins contained in the databases and were considered to be unknown proteins.
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MESH Headings
- Bacterial Proteins/genetics
- Chromosome Mapping
- Chromosomes, Bacterial/chemistry
- Chromosomes, Bacterial/genetics
- Cloning, Molecular
- DNA, Bacterial/chemistry
- DNA, Bacterial/genetics
- DNA, Ribosomal/chemistry
- DNA, Ribosomal/genetics
- Electrophoresis, Gel, Pulsed-Field
- Genes, Bacterial/genetics
- Genome, Bacterial
- Leptospira interrogans/genetics
- Molecular Sequence Data
- Open Reading Frames/genetics
- RNA, Ribosomal, 5S/genetics
- Restriction Mapping
- Sequence Analysis, DNA
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Affiliation(s)
- Y Takahashi
- Laboratory of Molecular Microbiology, Faculty of Pharmacy, Pharmaceutical Sciences, Fukuyama University, Gakuencho 1, Fukuyama, Hiroshima 729-0292, Japan
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Sarker MR, Akimoto S, Ugai H, Kuwahara T, Ohnishi Y. Nucleotide sequence of the gene encoding beta-isopropylmalate dehydrogenase (leuB) from Bacteroides fragilis. Microbiol Immunol 1995; 39:525-9. [PMID: 8569539 DOI: 10.1111/j.1348-0421.1995.tb02238.x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
The complete nucleotide sequence of the gene (leuB) coding for beta-isopropylmalate dehydrogenase of Bacteroides fragilis was determined. An open reading frame of 1,061 nucleotides was detected that could encode a polypeptide of 353 amino acid residues with a calculated molecular mass of 39,179 Da. The deduced amino acid sequence of the beta-isopropylmalate dehydrogenase from B. fragilis showed substantial sequence similarity with the beta-isopropylmalate dehydrogenases from other bacteria.
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Affiliation(s)
- M R Sarker
- Department of Bacteriology, School of Medicine, University of Tokushima, Japan
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Sarker MR, Akimoto S, Ono T, Kinouchi T, Ohnishi Y. Molecular cloning of the leuB gene from Bacteroides fragilis by functional complementation in Escherichia coli. Microbiol Immunol 1995; 39:19-25. [PMID: 7783674 DOI: 10.1111/j.1348-0421.1995.tb02163.x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
Clones containing the Bacteroides fragilis leuB-complementing gene were isolated by screening of a B. fragilis genomic library constructed in Escherichia coli. One recombinant clone, designated pOT865, with the smallest DNA insert (4.5 kb) could complement three independent leuB mutations in E. coli and the leuB-complementing determinant in pOT865 was localized to a region of 1.5-kb DNA. The results of Southern blot analysis suggested that a single copy of the cloned gene was present in the B. fragilis genome. The cloned fragment appeared to contain a sequence that could function as promoter in E. coli and direct the synthesis of a 42-kDa protein. These results suggest that the cloned segment contains the structural gene for beta-isopropylmalate dehydrogenase (leuB).
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Affiliation(s)
- M R Sarker
- Department of Bacteriology, School of Medicine, University of Tokushima, Japan
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Zuerner RL, Herrmann JL, Saint Girons I. Comparison of genetic maps for two Leptospira interrogans serovars provides evidence for two chromosomes and intraspecies heterogeneity. J Bacteriol 1993; 175:5445-51. [PMID: 7690025 PMCID: PMC206600 DOI: 10.1128/jb.175.17.5445-5451.1993] [Citation(s) in RCA: 84] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
Genetic maps were constructed for Leptospira interrogans serovars icterohaemorrhagiae and pomona. Previously we independently constructed physical maps of the genomes for these two serovars. The genomes of both serovars consist of a large replicon (4.4 to 4.6 Mb) and a small replicon (350 kb). Genes were localized on the physical maps by using Southern blot analysis with specific probes. Among the probes used were genes encoding a variety of essential enzymes and genes usually found near bacterial chromosomal replication origins. Most of the essential genes are on the larger replicon of each serovar. However, the smaller replicons of both serovars contain the asd gene. The asd gene encodes aspartate beta-semialdehyde dehydrogenase, an enzyme essential in amino acid and cell wall biosyntheses. The finding that both L. interrogans replicons contain essential genes suggests that both replicons are chromosomes. Comparison of the genetic maps of the larger replicons of the two serovars showed evidence of large rearrangements. These data show that there is considerable intraspecies heterogeneity in L. interrogans.
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Affiliation(s)
- R L Zuerner
- National Animal Disease Center, Agricultural Research Service, U.S. Department of Agriculture, Ames, Iowa 50010
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