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Metagenomics: DNA sequencing of environmental samples

Key Points

  • DNA sequencing can provide insights into organisms that are difficult to study because they are inaccessible by conventional methods such as laboratory culture.

  • Isolation and sequencing of DNA from mixed communities of organisms (metagenomics) has revealed surprising insights into diversity and evolution.

  • Genomic DNA sequence, and even complete genomes in some cases, has been generated from organisms that exist only in tight association with other organisms, including various obligate symbionts and pathogens, members of natural microbial consortia and an extinct cave bear.

  • Partially assembled or unassembled genomic sequence from complex microbial communities has revealed the existence of novel and environment-specific genes.

  • Advances in DNA sequencing technology and computational methods promise to accelerate progress in metagenomics.

Abstract

Although genomics has classically focused on pure, easy-to-obtain samples, such as microbes that grow readily in culture or large animals and plants, these organisms represent only a fraction of the living or once-living organisms of interest. Many species are difficult to study in isolation because they fail to grow in laboratory culture, depend on other organisms for critical processes, or have become extinct. Methods that are based on DNA sequencing circumvent these obstacles, as DNA can be isolated directly from living or dead cells in various contexts. Such methods have led to the emergence of a new field, which is referred to as metagenomics.

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Figure 1: Sequencing of ancient DNA.

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References

  1. Boffelli, D., Nobrega, M. A. & Rubin, E. M. Comparative genomics at the vertebrate extremes. Nature Rev. Genet. 5, 456–465 (2004).

    Article  CAS  PubMed  Google Scholar 

  2. Shendure, J., Mitra, R. D., Varma, C. & Church, G. M. Advanced sequencing technologies: methods and goals. Nature Rev. Genet. 5, 335–344 (2004).

    Article  CAS  PubMed  Google Scholar 

  3. Somerville, C. C., Knight, I. T., Straube, W. L. & Colwell, R. R. Simple, rapid method for direct isolation of nucleic acids from aquatic environments. Appl. Environ. Microbiol. 55, 548–554 (1989).

    CAS  PubMed  PubMed Central  Google Scholar 

  4. Venter, J. C. et al. Environmental genome shotgun sequencing of the Sargasso Sea. Science 304, 66–74 (2004). This project to sequence the entire metagenome of the Sargasso Sea surface waters revealed unexpected community complexity and sequence diversity.

    Article  PubMed  Google Scholar 

  5. Breitbart, M. et al. Genomic analysis of uncultured marine viral communities. Proc. Natl Acad. Sci. USA 99, 14250–14255 (2002).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  6. LaMontagne, M. G., Michel, F. C. Jr, Holden, P. A. & Reddy, C. A. Evaluation of extraction and purification methods for obtaining PCR-amplifiable DNA from compost for microbial community analysis. J. Microbiol. Methods 49, 255–264 (2002).

    Article  CAS  PubMed  Google Scholar 

  7. von Wintzingerode, F., Gobel, U. B. & Stackebrandt, E. Determination of microbial diversity in environmental samples: pitfalls of PCR-based rRNA analysis. FEMS Microbiol. Rev. 21, 213–229 (1997).

    Article  CAS  PubMed  Google Scholar 

  8. Kolman, C. J. & Tuross, N. Ancient DNA analysis of human populations. Am. J. Phys. Anthropol. 111, 5–23 (2000).

    Article  CAS  PubMed  Google Scholar 

  9. Breitbart, M. et al. Metagenomic analyses of an uncultured viral community from human feces. J. Bacteriol. 185, 6220–6223 (2003).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  10. Liles, M. R., Manske, B. F., Bintrim, S. B., Handelsman, J. & Goodman, R. M. A census of rRNA genes and linked genomic sequences within a soil metagenomic library. Appl. Environ. Microbiol. 69, 2684–2691 (2003).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  11. Stein, J. L., Marsh, T. L., Wu, K. Y., Shizuya, H. & DeLong, E. F. Characterization of uncultivated prokaryotes: isolation and analysis of a 40-kilobase-pair genome fragment from a planktonic marine archaeon. J. Bacteriol. 178, 591–599 (1996).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  12. Berry, A. E., Chiocchini, C., Selby, T., Sosio, M. & Wellington, E. M. Isolation of high molecular weight DNA from soil for cloning into BAC vectors. FEMS Microbiol. Lett. 223, 15–20 (2003).

    Article  CAS  PubMed  Google Scholar 

  13. Suzuki, M. T., Beja, O., Taylor, L. T. & Delong, E. F. Phylogenetic analysis of ribosomal RNA operons from uncultivated coastal marine bacterioplankton. Environ. Microbiol. 3, 323–331 (2001).

    Article  CAS  PubMed  Google Scholar 

  14. Schmidt, T. M., DeLong, E. F. & Pace, N. R. Analysis of a marine picoplankton community by 16S rRNA gene cloning and sequencing. J. Bacteriol. 173, 4371–4378 (1991).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  15. Beja, O. et al. Bacterial rhodopsin: evidence for a new type of phototrophy in the sea. Science 289, 1902–1906 (2000). A seminal paper in metagenomics, this study identified a novel protein on a BAC from the uncultivated SAR86 group of bacterioplankton that was later revealed to represent a previously unknown, widespread group of ecologically important light-harvesting proteins.

    Article  CAS  PubMed  Google Scholar 

  16. Beja, O. et al. Comparative genomic analysis of archaeal genotypic variants in a single population and in two different oceanic provinces. Appl. Environ. Microbiol. 68, 335–345 (2002).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  17. Lopez-Garcia, P., Brochier, C., Moreira, D. & Rodriguez-Valera, F. Comparative analysis of a genome fragment of an uncultivated mesopelagic crenarchaeote reveals multiple horizontal gene transfers. Environ. Microbiol. 6, 19–34 (2004).

    Article  CAS  PubMed  Google Scholar 

  18. Quaiser, A. et al. First insight into the genome of an uncultivated crenarchaeote from soil. Environ. Microbiol. 4, 603–611 (2002).

    Article  CAS  PubMed  Google Scholar 

  19. Quaiser, A. et al. Acidobacteria form a coherent but highly diverse group within the bacterial domain: evidence from environmental genomics. Mol. Microbiol. 50, 563–575 (2003).

    Article  CAS  PubMed  Google Scholar 

  20. Fraser, C. M. et al. Complete genome sequence of Treponema pallidum, the syphilis spirochete. Science 281, 375–388 (1998). This paper reported the first genome sequence of a microbe that could not be grown in continuous pure culture.

    Article  CAS  PubMed  Google Scholar 

  21. Andersson, S. G. et al. The genome sequence of Rickettsia prowazekii and the origin of mitochondria. Nature 396, 133–140 (1998).

    Article  CAS  PubMed  Google Scholar 

  22. Cole, S. T. et al. Massive gene decay in the leprosy bacillus. Nature 409, 1007–1011 (2001).

    Article  CAS  PubMed  Google Scholar 

  23. Bentley, S. D. et al. Sequencing and analysis of the genome of the Whipple's disease bacterium Tropheryma whipplei. Lancet 361, 637–644 (2003).

    Article  CAS  PubMed  Google Scholar 

  24. Shigenobu, S., Watanabe, H., Hattori, M., Sakaki, Y. & Ishikawa, H. Genome sequence of the endocellular bacterial symbiont of aphids Buchnera sp. APS. Nature 407, 81–86 (2000). This paper reported the first complete genome sequence of an uncultivated intracellular symbiont and revealed significant genome reduction.

    Article  CAS  PubMed  Google Scholar 

  25. Tamas, I. et al. 50 million years of genomic stasis in endosymbiotic bacteria. Science 296, 2376–2379 (2002).

    Article  CAS  PubMed  Google Scholar 

  26. Akman, L. et al. Genome sequence of the endocellular obligate symbiont of tsetse flies, Wigglesworthia glossinidia. Nature Genet. 32, 402–407 (2002).

    Article  CAS  PubMed  Google Scholar 

  27. Gil, R. et al. The genome sequence of Blochmannia floridanus: comparative analysis of reduced genomes. Proc. Natl Acad. Sci. USA 100, 9388–9393 (2003).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  28. van Ham, R. C. et al. Reductive genome evolution in Buchnera aphidicola. Proc. Natl Acad. Sci. USA 100, 581–586 (2003).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  29. Wu, M. et al. Phylogenomics of the reproductive parasite Wolbachia pipientis wMel: a streamlined genome overrun by mobile genetic elements. PLoS Biol. 2, e69 (2004).

    Article  PubMed  PubMed Central  Google Scholar 

  30. Salzberg, S. L. et al. Serendipitous discovery of Wolbachia genomes in multiple Drosophila species. Genome Biol. 6, R23 (2005).

    Article  PubMed  PubMed Central  Google Scholar 

  31. Foster, J. et al. The Wolbachia genome of Brugia malayi: endosymbiont evolution within a human pathogenic nematode. PLoS Biol. 3, e121 (2005).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  32. Oshima, K. et al. Reductive evolution suggested from the complete genome sequence of a plant-pathogenic phytoplasma. Nature Genet. 36, 27–29 (2004).

    Article  CAS  PubMed  Google Scholar 

  33. Liu, H., Rodes, B., Chen, C. Y. & Steiner, B. New tests for syphilis: rational design of a PCR method for detection of Treponema pallidum in clinical specimens using unique regions of the DNA polymerase I gene. J. Clin. Microbiol. 39, 1941–1946 (2001).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  34. Renesto, P. et al. Genome-based design of a cell-free culture medium for Tropheryma whipplei. Lancet 362, 447–449 (2003). Using information on T. whipplei's metabolic deficiencies revealed by its genome sequence, these investigators successfully created the first pure culture system for this organism and reduced its in vitro generation time by a factor of 15.

    Article  PubMed  Google Scholar 

  35. Fenollar, F. & Raoult, D. Molecular genetic methods for the diagnosis of fastidious microorganisms. Apmis 112, 785–807 (2004).

    Article  CAS  PubMed  Google Scholar 

  36. Ogata, H. & Claverie, J. M. Metagrowth: a new resource for the building of metabolic hypotheses in microbiology. Nucleic Acids Res. 33 (database issue), D321–D324 (2005).

    Article  CAS  PubMed  Google Scholar 

  37. Lemos, E. G., Alves, L. M. & Campanharo, J. C. Genomics-based design of defined growth media for the plant pathogen Xylella fastidiosa. FEMS Microbiol. Lett. 219, 39–45 (2003).

    Article  CAS  PubMed  Google Scholar 

  38. Hofreiter, M., Serre, D., Poinar, H. N., Kuch, M. & Paabo, S. Ancient DNA. Nature Rev. Genet. 2, 353–359 (2001).

    Article  CAS  PubMed  Google Scholar 

  39. Cooper, A. et al. Complete mitochondrial genome sequences of two extinct moas clarify ratite evolution. Nature 409, 704–707 (2001).

    Article  CAS  PubMed  Google Scholar 

  40. Hofreiter, M. et al. Evidence for reproductive isolation between cave bear populations. Curr. Biol. 14, 40–43 (2004).

    Article  CAS  PubMed  Google Scholar 

  41. Poinar, H., Kuch, M., McDonald, G., Martin, P. & Paabo, S. Nuclear gene sequences from a Late Pleistocene sloth coprolite. Curr. Biol. 13, 1150–1152 (2003).

    Article  CAS  PubMed  Google Scholar 

  42. Greenwood, A. D., Capelli, C., Possnert, G. & Paabo, S. Nuclear DNA sequences from Late Pleistocene megafauna. Mol. Biol. Evol. 16, 1466–1473 (1999).

    Article  CAS  PubMed  Google Scholar 

  43. Noonan, J. P. et al. Genomic sequencing of Pleistocene cave bears. Science 309, 597–599 (2005). The first report of a DNA sequence from an extinct species that was generated without PCR amplification.

    Article  CAS  PubMed  Google Scholar 

  44. Kirkness, E. F. et al. The dog genome: survey sequencing and comparative analysis. Science 301, 1898–1903 (2003).

    Article  PubMed  Google Scholar 

  45. Tyson, G. W. et al. Community structure and metabolism through reconstruction of microbial genomes from the environment. Nature 428, 37–43 (2004). This paper reports the first assembled genomes to emerge from shotgun sequencing of environmental samples, allowing metabolic reconstruction of community members.

    Article  CAS  PubMed  Google Scholar 

  46. Johnson, D. B. & Hallberg, K. B. The microbiology of acidic mine waters. Res. Microbiol. 154, 466–473 (2003).

    Article  CAS  PubMed  Google Scholar 

  47. Wu, J., Sunda, W., Boyle, E. A. & Karl, D. M. Phosphate depletion in the western North Atlantic Ocean. Science 289, 759–762 (2000).

    Article  CAS  PubMed  Google Scholar 

  48. McDonald, A. E. & Vanlerberghe, G. C. Alternative oxidase and plastoquinol terminal oxidase in marine prokaryotes of the Sargasso Sea. Gene 349, 15–24 (2005).

    Article  CAS  PubMed  Google Scholar 

  49. Sabehi, G., Beja, O., Suzuki, M. T., Preston, C. M. & DeLong, E. F. Different SAR86 subgroups harbour divergent proteorhodopsins. Environ. Microbiol. 6, 903–910 (2004).

    Article  CAS  PubMed  Google Scholar 

  50. Meyer, J. Miraculous catch of iron–sulfur protein sequences in the Sargasso Sea. FEBS Lett. 570, 1–6 (2004).

    Article  CAS  PubMed  Google Scholar 

  51. LeCleir, G. R., Buchan, A. & Hollibaugh, J. T. Chitinase gene sequences retrieved from diverse aquatic habitats reveal environment-specific distributions. Appl Environ Microbiol 70, 6977–83 (2004).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  52. Tringe, S. G. et al. Comparative metagenomics of microbial communities. Science 308, 554–557 (2005). This study revealed that differences in gene content among communities are apparent even in unassembled genomic data.

    Article  CAS  PubMed  Google Scholar 

  53. Smith, C. R. & Baco, A. R. in Oceanography and Marine Biology: an Annual Review Vol. 41 (eds Gibson, R. N. & Atkinson, R. J. A.) 311–354 (Taylor & Francis, London, 2003).

    Google Scholar 

  54. Karner, M. B., DeLong, E. F. & Karl, D. M. Archaeal dominance in the mesopelagic zone of the Pacific Ocean. Nature 409, 507–510 (2001).

    Article  CAS  PubMed  Google Scholar 

  55. Dubilier, N. et al. Endosymbiotic sulphate-reducing and sulphide-oxidizing bacteria in an oligochaete worm. Nature 411, 298–302 (2001).

    Article  CAS  PubMed  Google Scholar 

  56. Relman, D. A. & Falkow, S. The meaning and impact of the human genome sequence for microbiology. Trends Microbiol. 9, 206–208 (2001).

    Article  CAS  PubMed  Google Scholar 

  57. Hallam, S. J. et al. Reverse methanogenesis: testing the hypothesis with environmental genomics. Science 305, 1457–1462 (2004). A genomic analysis of uncultured Archaea from deep-sea sediments that provided evidence for a 'reverse-methanogenesis' mechanism of anaerobic methane oxidation.

    Article  CAS  PubMed  Google Scholar 

  58. Nusslein, K. & Tiedje, J. M. Characterization of the dominant and rare members of a young Hawaiian soil bacterial community with small-subunit ribosomal DNA amplified from DNA fractionated on the basis of its guanine and cytosine composition. Appl. Environ. Microbiol. 64, 1283–1289 (1998).

    CAS  PubMed  PubMed Central  Google Scholar 

  59. Waters, E. et al. The genome of Nanoarchaeum equitans: insights into early archaeal evolution and derived parasitism. Proc. Natl Acad. Sci. USA 100, 12984–12988 (2003).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  60. Garcia-Chapa, M., Batlle, A., Rekab, D., Rosquete, M. R. & Firrao, G. PCR-mediated whole genome amplification of phytoplasmas. J. Microbiol. Methods 56, 231–242 (2004).

    Article  CAS  PubMed  Google Scholar 

  61. Dumont, M. G. & Murrell, J. C. Stable isotope probing — linking microbial identity to function. Nature Rev. Microbiol. 3, 499–504 (2005).

    Article  CAS  Google Scholar 

  62. Bernard, L. et al. A new approach to determine the genetic diversity of viable and active bacteria in aquatic ecosystems. Cytometry 43, 314–321 (2001).

    Article  CAS  PubMed  Google Scholar 

  63. Park, H. S., Schumacher, R. & Kilbane, J. J. 2nd. New method to characterize microbial diversity using flow cytometry. J. Ind. Microbiol. Biotechnol. 32, 94–102 (2005).

    Article  CAS  PubMed  Google Scholar 

  64. Gu, F. et al. In situ and non-invasive detection of specific bacterial species in oral biofilms using fluorescently labeled monoclonal antibodies. J. Microbiol. Methods 62, 145–160 (2005).

    Article  CAS  PubMed  Google Scholar 

  65. Sekar, R., Fuchs, B. M., Amann, R. & Pernthaler, J. Flow sorting of marine bacterioplankton after fluorescence in situ hybridization. Appl. Environ. Microbiol. 70, 6210–6219 (2004).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  66. Lin, Y. S., Tsai, P. J., Weng, M. F. & Chen, Y. C. Affinity capture using vancomycin-bound magnetic nanoparticles for the MALDI-MS analysis of bacteria. Anal. Chem. 77, 1753–1760 (2005).

    Article  CAS  PubMed  Google Scholar 

  67. Bundy, J. L. & Fenselau, C. Lectin and carbohydrate affinity capture surfaces for mass spectrometric analysis of microorganisms. Anal. Chem. 73, 751–757 (2001).

    Article  CAS  PubMed  Google Scholar 

  68. Hawkins, T. L., Detter, J. C. & Richardson, P. M. Whole genome amplification — applications and advances. Curr. Opin. Biotechnol. 13, 65–67 (2002).

    Article  CAS  PubMed  Google Scholar 

  69. Erwin, D. P. et al. Diversity of oxygenase genes from methane- and ammonia-oxidizing bacteria in the Eastern Snake River Plain aquifer. Appl. Environ. Microbiol. 71, 2016–2025 (2005).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  70. Detter, J. C. et al. Isothermal strand-displacement amplification applications for high-throughput genomics. Genomics 80, 691–698 (2002).

    Article  CAS  PubMed  Google Scholar 

  71. Kwon, Y. M. & Cox, M. M. Improved efficacy of whole genome amplification from bacterial cells. Biotechniques 37, 40, 42, 44 (2004).

    Article  CAS  PubMed  Google Scholar 

  72. Margulies, M. et al. Genome sequencing in microfabricated high-density picolitre reactors. Nature (2005).

  73. DeLong, E. F. Microbial community genomics in the ocean. Nature Rev. Microbiol. 3, 459–469 (2005).

    Article  CAS  Google Scholar 

  74. Dehal, P. et al. The draft genome of Ciona intestinalis: insights into chordate and vertebrate origins. Science 298, 2157–2167 (2002).

    Article  CAS  PubMed  Google Scholar 

  75. Holt, R. A. et al. The genome sequence of the malaria mosquito Anopheles gambiae. Science 298, 129–149 (2002).

    Article  CAS  PubMed  Google Scholar 

  76. Allen, E. E. & Banfield, J. F. Community genomics in microbial ecology and evolution. Nature Rev. Microbiol. 3, 489–498 (2005).

    Article  CAS  Google Scholar 

  77. Koski, L. B. & Golding, G. B. The closest BLAST hit is often not the nearest neighbor. J. Mol. Evol. 52, 540–542 (2001).

    Article  CAS  PubMed  Google Scholar 

  78. Teeling, H., Waldmann, J., Lombardot, T., Bauer, M. & Glockner, F. O. TETRA: a web-service and a stand-alone program for the analysis and comparison of tetranucleotide usage patterns in DNA sequences. BMC Bioinformatics 5, 163 (2004).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  79. McHardy, A. C., Goesmann, A., Puhler, A. & Meyer, F. Development of joint application strategies for two microbial gene finders. Bioinformatics 20, 1622–1631 (2004).

    Article  CAS  PubMed  Google Scholar 

  80. Overbeek, R. et al. The ERGO genome analysis and discovery system. Nucleic Acids Res. 31, 164–171 (2003).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  81. Meyer, F. et al. GenDB — an open source genome annotation system for prokaryote genomes. Nucleic Acids Res. 31, 2187–2195 (2003).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  82. Claudel-Renard, C., Chevalet, C., Faraut, T. & Kahn, D. Enzyme-specific profiles for genome annotation: PRIAM. Nucleic Acids Res. 31, 6633–6639 (2003).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  83. Hugenholtz, P. Exploring prokaryotic diversity in the genomic era. Genome Biol. 3, REVIEWS0003 (2002). A provocative discussion of the problems of culture bias and the need for genomic investigation of underrepresented bacterial and archaeal phyla.

  84. Thompson, J. R. et al. Genotypic diversity within a natural coastal bacterioplankton population. Science 307, 1311–1313 (2005).

    Article  CAS  PubMed  Google Scholar 

  85. Spencer, D. H. et al. Whole-genome sequence variation among multiple isolates of Pseudomonas aeruginosa. J. Bacteriol. 185, 1316–1325 (2003).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  86. Rocap, G., Distel, D. L., Waterbury, J. B. & Chisholm, S. W. Resolution of Prochlorococcus and Synechococcus ecotypes by using 16S–23S ribosomal DNA internal transcribed spacer sequences. Appl. Environ. Microbiol. 68, 1180–1191 (2002).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  87. Stahl, D. A., Lane, D. J., Olsen, G. J. & Pace, N. R. Analysis of hydrothermal vent-associated symbionts by ribosomal RNA sequences. Science 224, 409–411 (1984).

    Article  CAS  PubMed  Google Scholar 

  88. Stahl, D. A., Lane, D. J., Olsen, G. J. & Pace, N. R. Characterization of a Yellowstone hot spring microbial community by 5S rRNA sequences. Appl. Environ. Microbiol. 49, 1379–1384 (1985).

    CAS  PubMed  PubMed Central  Google Scholar 

  89. Giovannoni, S. J., Britschgi, T. B., Moyer, C. L. & Field, K. G. Genetic diversity in Sargasso Sea bacterioplankton. Nature 345, 60–63 (1990).

    Article  CAS  PubMed  Google Scholar 

  90. Weisburg, W. G., Barns, S. M., Pelletier, D. A. & Lane, D. J. 16S ribosomal DNA amplification for phylogenetic study. J. Bacteriol. 173, 697–703 (1991).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  91. Amann, R. I., Ludwig, W. & Schleifer, K. H. Phylogenetic identification and in situ detection of individual microbial cells without cultivation. Microbiol. Rev. 59, 143–169 (1995).

    CAS  PubMed  PubMed Central  Google Scholar 

  92. Theron, J. & Cloete, T. E. Molecular techniques for determining microbial diversity and community structure in natural environments. Crit. Rev. Microbiol. 26, 37–57 (2000).

    Article  CAS  PubMed  Google Scholar 

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Acknowledgements

This work was carried out under the auspices of the US Department of Energy's Office of Science, Biological and Environmental Research Program and the by the University of California, Lawrence Livermore National Laboratory, Lawrence Berkeley National Laboratory and Los Alamos National Laboratory. S.G.T. was supported by a National Institutes of Health National Research Service Award Training and Fellowship grant. We would like to thank P. Hugenholtz and T. Woyke for helpful comments on the manuscript.

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Correspondence to Edward M. Rubin.

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FURTHER INFORMATION

ARB

Community Sequencing Program Sequencing Plans for 2005

Dog Genome Project

ERGO

EstimateS

GenDB

Joint Genome Institute Protocols web site

PRIAM

Ribosomal Database Project

Wolbachia Genome Project

Glossary

METHANOGENS

A group of hydrogen-consuming Archaea that generate methane by reduction of carbon dioxide.

BIOFILM

A layered aggregate of microorganisms.

NORMAL FILTRATION

A process in which particles that are above a certain size are removed from a fluid by forcing the solution through a membrane containing pores of a defined size.

TANGENTAL FLOW FILTRATION

A process in which a fluid is pumped tangentially along the surface of a porous membrane and an applied pressure forces some of the fluid, as well as dissolved particles of sufficiently small size, across the membrane.

GRAM-POSITIVE BACTERIA

Members of the phyla Actinobacteria and Firmicutes, which have a single membrane and a thick cell wall that is made of crosslinked peptidoglycan and therefore can be stained with the Gram staining procedure.

PHYLOGENETIC ANCHORING

A technique that involves screening large-insert libraries made from environmental DNA for clones that contain phylogenetic marker genes, and sequencing those clones in their entirety.

HORIZONTAL GENE TRANSFER

The transfer of genetic material between the genomes of two organisms that does not occur through parent–progeny routes.

AXENIC

A pure culture of a single species of microorganism.

DIFFERENTIAL LYSIS

A technique that uses conditions that will only lyse certain cells so that the DNA from those cells can be isolated from other cells in a community.

PULSED-FIELD GEL ELECTROPHORESIS

The use of pulsed electrical fields of alternating polarity to separate large fragments of DNA.

METAGENOMIC

A term used to describe techniques that characterize the genomes of whole communities of organisms rather than individual species.

WHOLE-GENOME SHOTGUN

An approach to genomic sequencing that involves breaking the DNA into small pieces and cloning them into vectors, followed by sequencing the clones at random.

DENSITY GRADIENT

This occurs in a solution in which the concentration of the solute is lowest at the top and gradually becomes more dense towards the bottom.

STABLE ISOTOPE PROBING

A technique that relies on the incorporation of a substrate that is enriched in a stable isotope, such as 13C, to identify microorganisms that can metabolize that substrate.

FLOW CYTOMETRY

A technique that measures the fluorescence of individual cells as they pass through a laser beam in an individual stream.

AFFINITY PURIFICATION

A technique for purifying cells or molecules that is based on specific binding to a protein or other molecule that has been immobilized on a solid substrate, such as beads or a column.

ISOTHERMAL STRAND DISPLACEMENT

A DNA amplification technique that uses rolling-circle amplification with φ29 DNA polymerase to generate large quantities of DNA without thermal cycling.

PYROSEQUENCING

A DNA sequencing technique that relies on detection of pyrophosphate release on nucleotide incorporation rather than chain termination with dideoxynucleotides.

CONTIG

A continuous stretch of DNA sequence that is assembled from multiple independent sequencing reads.

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Tringe, S., Rubin, E. Metagenomics: DNA sequencing of environmental samples. Nat Rev Genet 6, 805–814 (2005). https://doi.org/10.1038/nrg1709

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