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Impact of single-cell genomics and metagenomics on the emerging view of extremophile “microbial dark matter”

  • Special Issue: Review
  • 10th International Congress on Extremophiles
  • Published:
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Abstract

Despite >130 years of microbial cultivation studies, many microorganisms remain resistant to traditional cultivation approaches, including numerous candidate phyla of bacteria and archaea. Unraveling the mysteries of these candidate phyla is a grand challenge in microbiology and is especially important in habitats where they are abundant, including some extreme environments and low-energy ecosystems. Over the past decade, parallel advances in DNA amplification, DNA sequencing and computing have enabled rapid progress on this problem, particularly through metagenomics and single-cell genomics. Although each approach suffers limitations, metagenomics and single-cell genomics are particularly powerful when combined synergistically. Studies focused on extreme environments have revealed the first substantial genomic information for several candidate phyla, encompassing putative acidophiles (Parvarchaeota), halophiles (Nanohaloarchaeota), thermophiles (Acetothermia, Aigarchaeota, Atribacteria, Calescamantes, Korarchaeota, and Fervidibacteria), and piezophiles (Gracilibacteria). These data have enabled insights into the biology of these organisms, including catabolic and anabolic potential, molecular adaptations to life in extreme environments, unique genomic features such as stop codon reassignments, and predictions about cell ultrastructure. In addition, the rapid expansion of genomic coverage enabled by these studies continues to yield insights into the early diversification of microbial lineages and the relationships within and between the phyla of Bacteria and Archaea. In the next 5 years, the genomic foliage within the tree of life will continue to grow and the study of yet-uncultivated candidate phyla will firmly transition into the post-genomic era.

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Abbreviations

AMD:

Acid mine drainage

FACS:

Fluorescence-activated cell sorting

GEBA:

Genomic encyclopedia of bacteria and archaea

MDA:

Multiple displacement amplification

MDM:

“Microbial dark matter”

SAG:

Single amplified genome

SSU rRNA:

Small subunit ribosomal RNA

References

  • Baker BJ, Dick GJ (2013) Omic approaches in microbial ecology: charting the unknown. Microbe 8:353–360

    Google Scholar 

  • Baker BJ, Tyson GW, Webb RI, Flanagan J, Hugenholtz P, Allen EE, Banfield JF (2006) Lineages of acidophilic archaea revealed by community genomic analysis. Science 314:1933–1935

    Article  CAS  PubMed  Google Scholar 

  • Baker BJ, Comolli LR, Dick GJ, Hauser LJ, Hyatt D, Dill BD, Land ML, Verberkmoes NC, Hettich RL, Banfield JF (2010) Enigmatic, ultrasmall, uncultivated Archaea. Proc Natl Acad Sci 107:8806–8811

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Barns SM, Fundyga RE, Jeffries MW, Pace NR (1994) Remarkable archaeal diversity detected in a Yellowstone National Park hot spring environment. Proc Natl Acad Sci 91:1609–1613

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Barns SM, Delwiche CF, Palmer JD, Pace NR (1996) Perspectives on archaeal diversity, thermophily and monophyly from environmental rRNA sequences. Proc Natl Acad Sci 93:9188–9193

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Behrens S, Loesekann T, Pett-Ridge J, Weber PK, Ng JW-O, Stevenson BS, Hutcheon ID, Relman DA, Spormann AM (2008) Linking phylogeny with metabolic activity of single microbial cells using FISH-NanoSIMS. Appl Environ Microbiol 74:3143–3150

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Biddle JF, Cardman Z, Mendlovitz H, Albert DB, Lloyd KG, Boetius A, Teske A (2012) Anaerobic oxidation of methane at different temperature regimes in Guaymas Basin hydrothermal sediments. ISME J 6:1018–1031

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Blainey PC (2013) The future is now: single-cell genomics of bacteria and archaea. FEMS Microbiol Rev 37:407–427

    Article  CAS  PubMed  Google Scholar 

  • Blainey PC, Quake SR (2014) Dissecting genomic diversity, one cell at a time. Nat Methods 11:19–21

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Burggraf S, Heyder P, Eis N (1997) A pivotal Archaea group. Nature 385:780

    Article  CAS  PubMed  Google Scholar 

  • Cole JK, Peacock JP, Dodsworth JA, Williams AJ, Thompson DB, Dong H, Wu G, Hedlund BP (2013) Sediment microbial communities in Great Boiling Spring are controlled by temperature and distinct from water communities. ISME J 7:718–729

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Costa KC, Navarro JB, Shock EL, Zhang CL, Soukup D, Hedlund BP (2009) Microbiology and geochemistry of great boiling and mud hot springs in the United States Great Basin. Extremophiles 13:447–459

    Article  CAS  PubMed  Google Scholar 

  • de Bont JA, Staley JT, Pankratz HS (1970) Isolation and description of a non-motile, fusiform, stalked bacterium, a representative of a new genus. Antonie Van Leeuwenhoek 36:397–407

    Article  PubMed  Google Scholar 

  • Dick GJ, Andersson AF, Baker BJ, Simmons SL, Thomas BC, Yelton AP, Banfield JF (2009) Community-wide analysis of microbial genome sequence signatures. Genome Biol 10:R85

    Article  PubMed Central  PubMed  Google Scholar 

  • Dodsworth JA, Hedlund BP (2010) Microbiology and geochemistry of Smith Creek and Grass Valley hot springs: emerging evidence for wide distribution of novel thermophilic lineages in the US Great Basin. J. Earth Sci 21:315–318

    Article  CAS  Google Scholar 

  • Dodsworth JA, Blainey PC, Murugapiran SK, Swingley WD, Ross CA, Tringe SG, Chain PSG, Raymond J, Quake SR, Hedlund BP (2013) Single-cell and metagenomic analyses indicate a fermentative, saccharolytic lifestyle for members of the OP9 lineage. Nature Commun 4:1854

    Article  Google Scholar 

  • Dodsworth JA, Gevorkian J, Despujos F, Cole JK, Murugapiran SK, Ming H, Li WJ, Zhang G, Dohnalkova A, Hedlund BP (2014) Thermoflexus hugenholtzii gen. nov., sp. nov., a thermophilic, microaerophilic, filamentous bacterium representing a novel class in the Chloroflexi, Thermoflexia classis nov., and description of Thermoflexaceae fam. nov. and Thermoflexales ord. nov. Int J Syst Evol Microbiol. doi:10.1099/ijs.0.055855-0

    PubMed  Google Scholar 

  • Dröge J, McHardy AC, 66 (2012) Taxonomic binning of metagenome samples generated by next-generation sequencing technologies. Brief Bioinform 13(66):646–655

    Article  PubMed  Google Scholar 

  • Druschel GK, Baker BJ, Gihring TM, Banfield JF (2004) Acid mine drainage biogeochemistry at Iron Mountain, California. Geochem Trans 5:13–32

    Article  CAS  PubMed Central  Google Scholar 

  • Elkins JG, Kunin V, Anderson I, Barry K, Goltsman E, Lapidus A, Hedlund BP, Hugenholtz P, Kyrpides N, Graham D, Keller M, Wanner G, Richardson P, Stetter KO (2008) A korarchaeal genome reveals insights into the evolution of archaea. Proc Natl Acad Sci 105:8102–8107

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Fraser CM, Eisen JA, Salzberg SL (2000) Microbial genome sequencing. Nature 406:799–803

    Article  CAS  PubMed  Google Scholar 

  • Ghai R, Pašić L, Fernández AB, Martin-Cuadrado AB, Mizuno CM, McMahon KD, Papke RT, Stepanauskas R, Rodriguez-Brito B, Rohwer F, Sánchez-Porro C, Ventosa A, Rodríguez-Valera F (2011) New abundant microbial groups in aquatic hypersaline environments. Sci Rep 1:135

    Article  PubMed Central  PubMed  Google Scholar 

  • Gittel A, Sørensen KB, Skovhus TL, Ingvorsen K, Schramm A (2009) Prokaryotic community structure and sulfate reducer activity in water from high-temperature oil reservoirs with and without nitrate treatment. Appl Environ Microbiol 75:7086–7096

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Grasby SE, Richards BC, Sharp CE, Brady AL, Jones GM, Dunfield PF (2013) The Paint Pots, Kootenay National Park, Canada—a natural acid spring analogue for Mars. Can J Earth Sci 50:94–108

    Article  CAS  Google Scholar 

  • Guy L, Ettema TJ (2011) The archaeal ‘TACK’ superphylum and the origin of eukaryotes. Trends Microbiol 19:580–587

    Article  CAS  PubMed  Google Scholar 

  • Handelsman J (2004) Metagenomics: application of genomics to uncultured microorganisms. Microbiol Mol Biol Rev 68:669–685

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Harris JK, Caporaso JG, Walker JJ, Spear JR, Gold NJ, Robertson CE, Hugenholtz P, Goodrich J, McDonald D, Knights D, Marshall P, Tufo H, Knight R, Pace NR (2013) Phylogenetic stratigraphy in the Guerrero Negro hypersaline microbial mat. ISME J 7:50–60

    Article  PubMed  Google Scholar 

  • Hedlund BP, Gosink JJ, Staley JT (1997) Verrucomicrobia div. nov., a new division of the bacteria containing three new species of Prosthecobacter. Antonie Van Leeuwenhoek 72:29–38

    Article  CAS  PubMed  Google Scholar 

  • Henrici AT (1933) Studies of freshwater bacteria. I. A direct microscopic technique. J Bacteriol 25:277–286

    CAS  PubMed Central  PubMed  Google Scholar 

  • Henrici AT, Johnson DE (1935) Studies of freshwater bacteria. II. Stalked bacteria, a new order of Schizomycetes. J Bacteriol 30:61–92

    CAS  PubMed Central  PubMed  Google Scholar 

  • Hou W, Wang S, Dong H, Jiang H, Briggs BR, Peacock JP, Huang Q, Huang L, Wu G, Zhi X, Li W, Dodsworth JA, Hedlund BP, Zhang C, Hartnett HE, Dijkstra P, Hungate BA (2013) A comprehensive census of microbial diversity in hot springs of Tengchong, Yunnan Province China using 16S rRNA gene pyrosequencing. PLoS One 8:e53350

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Hugenholtz P, Goebel BM, Pace NR (1998a) Impact of culture-independent studies on the emerging phylogenetic view of bacterial diversity. J Bacteriol 180:4765–4774

    CAS  PubMed Central  PubMed  Google Scholar 

  • Hugenholtz P, Pitulle C, Hershberger KL, Pace NR (1998b) Novel division level bacterial diversity in a Yellowstone hot spring. J Bacteriol 180:366–376

    CAS  PubMed Central  PubMed  Google Scholar 

  • Kantor RS, Wrighton KC, Handley KM, Sharon I, Hug LA, Castelle CJ, Thomas BC, Banfield JF (2013) Small genomes and sparse metabolisms of sediment-associated bacteria from four candidate phyla. MBio 4:e00708–e00713

    Article  PubMed Central  PubMed  Google Scholar 

  • Konstantinidis KT, Ramette A, Tiedje JM (2006) The bacterial species definition in the genomic era. Phil Trans R Soc 361:1929–1940

    Article  Google Scholar 

  • Landry ZC, Giovanonni SJ, Quake SR, Blainey PC (2013) Optofluidic cell selection from complex microbial communities for single-genome analysis. Methods Enzymol 531:61–90

    Article  CAS  PubMed  Google Scholar 

  • Lasken RS (2012) Genomic sequencing of uncultured microorganisms from single cells. Nat Rev Microbiol 10:631–640

    Article  CAS  PubMed  Google Scholar 

  • Lloyd KG, Schreiber L, Petersen DG, Kjeldsen KU, Lever MA, Steen AD, Stepanauskas R, Richter M, Kleindienst S, Lenk S, Schramm A, Jørgensen BB (2013) Predominant archaea in marine sediments degrade detrital proteins. Nature 496:215–218

    Article  CAS  PubMed  Google Scholar 

  • Mande SS, Mohammed MH, Ghosh TS (2012) Classification of metagenomic sequences: methods and challenges. Brief Bioinform 13:669–681

    Article  PubMed  Google Scholar 

  • Marcy Y, Ouverney C, Bik EM, Lösekann T, Ivanova N, Martin HG, Szeto E, Platt D, Hugenholtz P, Relman DA, Quake SR (2007) Dissecting biological “dark matter” with single-cell genetic analysis of rare and uncultivated TM7 microbes from the human mouth. Proc Natl Acad Sci 104:11889–11894

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Marshall IPG, Blainey PC, Spormann AM, Quake SR (2012) A single-cell genome for Thiovulum sp. Appl Environ Microbiol 78:8555–8563

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Mayali X, Weber PK, Brodie EL, Mabery S, Hoeprich PD, Pett-Ridge J (2012) High-throughput isotopic analysis of RNA microarrays to quantify microbial resource use. ISME J 6:1210–1221

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Mayali X, Weber PK, Pett-Ridge J (2013) Taxon-specific C/N relative use efficiency for amino acids in an estuarine community. FEMS Microbiol Ecol 83:402–412

    Article  CAS  PubMed  Google Scholar 

  • McDonald D, Price MN, Goodrich J, Nawrocki EP, DeSantis TZ, Probst A, Andersen GL, Knight R, Hugenholtz P (2012) An improved Greengenes taxonomy with explicit ranks for ecological and evolutionary analyses of bacteria and archaea. ISME J 6:610–618

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Mori K, Yamaguchi K, Sakiyama Y, Urabe T, Suzuki K (2009) Caldisericum exile gen. nov., sp. nov., an anaerobic, thermophilic, filamentous bacterium of a novel bacterial phylum, Caldiserica phyl. nov., originally called the candidate phylum OP5, and description of Caldisericaceae fam. nov., Caldisericales ord. nov. and Caldisericia classis nov. Int J Syst Evol Microbiol 59:2894–2898

    Article  CAS  PubMed  Google Scholar 

  • Narasingarao P, Podell S, Ugalde JA, Brochier-Armanet C, Emerson JB, Brocks JJ, Heidelberg KB, Banfield JF, Allen EE (2012) De novo metagenomic assembly reveals abundant novel major lineage of Archaea in hypersaline microbial communities. ISME J 6:81–93

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Neufeld JD, Murrell JC (2007) Witnessing the last supper of uncultivated microbial cells with Raman-FISH. ISME J 1:269–270

    PubMed  Google Scholar 

  • Nichols D, Cahoon N, Trakhtenberg EM, Pham L, Mehta A, Belanger A, Kanigan T, Lewis K, Epstein SS (2010) Use of ichip for high-throughput in situ cultivation of “uncultivable” microbial species. Appl Environ Microbiol 76:2445–2450

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Nunoura T, Hirayama H, Takami H, Oida H, Nishi S, Shimamura S, Suzuki Y, Inagaki F, Takai K, Nealson KH (2005) Genetic and functional properties of uncultivated thermophilic crenarchaeotes from a subsurface gold mine as revealed by analysis of genome fragments. Environ Microbiol 7:1967–1984

    Article  CAS  PubMed  Google Scholar 

  • Nunoura T, Takaki Y, Kakuta J, Nishi S, Sugahara J, Kazama H, Chee GJ, Hattori M, Kanai A, Atomi H, Takai K, Takami H (2011) Insights into the evolution of Archaea and eukaryotic protein modifier systems revealed by the genome of a novel archaeal group. Nucleic Acids Res 39:3204–3223

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Nurk S, Bankevich A, Antipov D, Gurevich AA, Korobeynikov A, Lapidus A, Prjibelski AD, Pyshkin A, Sirotkin A, Sirotkin Y, Stepanauskas R, Clingenpeel SR, Woyke T, McLean JS, Lasken R, Tesler G, Alekseyev MA, Pevzner PA (2013) Assembling single-cell genomes and mini-metagenomes from chimeric MDA products. J Comput Biol 20:714–737

    Article  CAS  PubMed  Google Scholar 

  • Oger PM, Jebbar M (2010) The many ways of coping with pressure. Res Microbiol 161:799–809

    Article  PubMed  Google Scholar 

  • Olsen GJ, Lane DJ, Giovannoni SJ, Pace NR, Stahl DA (1986) Microbial ecology and evolution: a ribosomal RNA approach. Annu Rev Microbiol 40:337–365

    Article  CAS  PubMed  Google Scholar 

  • Peacock JP, Cole JK, Murugapiran SK, Dodsworth JA, Fisher JC, Moser DP, Hedlund BP (2013) Pyrosequencing reveals high-temperature cellulolytic microbial consortia in Great Boiling Spring after in situ lignocellulose enrichment. PLoS One 8:e59927

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Podosokorskaya OA, Kadnikov VV, Gavrilov SN, Mardanov AV, Merkel AY, Karnachuk OV, Ravin NV, Bonch-Osmolovskaya EA, Kublanov IV (2013) Characterization of Melioribacter roseus gen. nov., sp. nov., a novel facultatively anaerobic thermophilic cellulolytic bacterium from the class Ignavibacteria, and a proposal of a novel bacterial phylum Ignavibacteriae. Environ Microbiol 15:1759–1771

    Article  CAS  PubMed  Google Scholar 

  • Ram RJ, Verberkmoes NC, Thelen MP, Tyson GW, Baker BJ, Blake RC 2nd, Shah M, Hettich RL, Banfield JF (2005) Community proteomics of a natural microbial biofilm. Science 308:1915–1920

    Article  CAS  PubMed  Google Scholar 

  • Rappé MS, Giovannoni SJ (2003) The uncultured microbial majority. Annu Rev Microbiol 57:369–394

    Article  PubMed  Google Scholar 

  • Reysenbach AL, Wickham GS, Pace NR (1994) Phylogenetic analysis of the hyperthermophilic pink filament community in Octopus Spring, Yellowstone National Park. Appl Environ Microbiol 60:2113–2119

    CAS  PubMed Central  PubMed  Google Scholar 

  • Rinke C, Schwientek P, Sczyrba A, Ivanova NN, Anderson IJ, Cheng JF, Darling A, Malfatti S, Swan BK, Gies EA, Dodsworth JA, Hedlund BP, Tsiamis G, Sievert SM, Liu WT, Eisen JA, Hallam SJ, Kyrpides NC, Stepanauskas R, Rubin EM, Hugenholtz P, Woyke T (2013) Insights into the phylogeny and coding potential of microbial dark matter. Nature 499:431–437

    Article  CAS  PubMed  Google Scholar 

  • Rinke C, Lee J, Nath N, Goudeau D, Thompson B, Poulton N, Dmitrieff E, Malmstrom R, Stepanauskas R, Woyke T (2014) Obtaining genomes from uncultivated environmental microorganisms using FACS–based single-cell genomics. Nat Protoc. doi:10.1038/nprot.2014.067

    PubMed  Google Scholar 

  • Rivière D, Desvignes V, Pelletier E, Chaussonnerie S, Guermazi S, Weissenbach J, Li T, Camacho P, Sghir A (2009) Towards the definition of a core of microorganisms involved in anaerobic digestion of sludge. ISME J 3:700–714

    Article  PubMed  Google Scholar 

  • Scholz MB, Lo CC, Chain PS (2012) Next generation sequencing and bioinformatic bottlenecks: the current state of metagenomic data analysis. Curr Opin Biotechnol 23:9–15

    Article  CAS  PubMed  Google Scholar 

  • Sievert SM, Vetriani C (2012) Chemoautotrophy at deep-sea vents: past, present, and future. Oceanography 25:218–233

    Article  Google Scholar 

  • Spang A, Martijn J, Saw JH, Lind AE, Guy L, Ettema TJ (2013) Close encounters of the third domain: the emerging genomic view of archaeal diversity and evolution. Archaea 2013:202358

  • Stackebrandt E, Ludwig W, Schubert W, Klink F, Schlesner H, Roggentin T, Hirsch P (1984) Molecular genetic evidence for early evolutionary origin of budding peptidoglycan-less eubacteria. Nature 307:735–737

    Article  CAS  PubMed  Google Scholar 

  • Stahl DA, Lane DJ, Olsen GJ, Pace NR (1984) Analysis of hydrothermal vent-associated symbionts by ribosomal RNA sequences. Science 224:409–411

    Article  CAS  PubMed  Google Scholar 

  • Staley JT (1973) Budding bacteria of the Pasteuria-Blastobacter group. Can J Microbiol 19:609–614

    Article  CAS  PubMed  Google Scholar 

  • Stepanauskas R (2012) Single cell genomics: an individual look at microbes. Curr Opin Microbiol 15:613–620

    Article  CAS  PubMed  Google Scholar 

  • Stetter KO (2013) A brief history of the discovery of hyperthermophilic life. Biochem Soc Trans 41:416–420

    Article  CAS  PubMed  Google Scholar 

  • Stetter KO, König H, Stackebrandt E (1983) Pyrodictium gen. nov., a new genus of submarine disc-shaped sulphur reducing Archaebacteria growing optimally at 105°C. Syst Appl Microbiol 4:535–551

    Article  CAS  PubMed  Google Scholar 

  • Stetter KO, Lauerer G, Thomm M, Neuner A (1987) Isolation of extremely thermophilic sulfate reducers: evidence for a novel branch of archaebacteria. Science 236:822–824

    Article  CAS  PubMed  Google Scholar 

  • Stott MB, Crowe MA, Mountain BW, Smirnova AV, Hou S, Alam M, Dunfield PF (2008) Isolation of novel bacteria, including a candidate division, from geothermal soils in New Zealand. Environ Microbiol 10:2030–2041

    Article  CAS  PubMed  Google Scholar 

  • Strous M, Kraft B, Bisdorf R, Tegetmeyer HE (2012) The binning of metagenomic contigs for microbial physiology of mixed cultures. Front Microbiol 3:410

    PubMed Central  PubMed  Google Scholar 

  • Takami H, Noguchi H, Takaki Y, Uchiyama I, Toyoda A, Nishi S, Chee GJ, Arai W, Nunoura T, Itoh T, Hattori M, Takai K (2012) A deeply branching thermophilic bacterium with an ancient acetyl-CoA pathway dominates a subsurface ecosystem. PLoS One 7:e30559

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Temme K, Zhao D, Voigt CA (2012) Refactoring the nitrogen fixation gene cluster from Klebsiella oxytoca. Proc Natl Acad Sci 109:7085–7090

    Article  PubMed Central  PubMed  Google Scholar 

  • Tyson GW, Chapman J, Hugenholtz P, Allen EE, Ram RJ, Richardson PM, Solovyev VV, Rubin EM, Rokhsar DS, Banfield JF (2004) Community structure and metabolism through reconstruction of microbial genomes from the environment. Nature 428:37–43

    Article  CAS  PubMed  Google Scholar 

  • Vick TJ, Dodsworth JA, Costa KC, Shock EL, Hedlund BP (2010) Microbiology and geochemistry of Little Hot Creek, a hot spring environment in the Long Valley Caldera. Geobiology 8:140–154

    Article  CAS  PubMed  Google Scholar 

  • Wagner M, Nielsen PH, Loy A, Nielsen JL, Daims H (2006) Linking microbial community structure with function: fluorescence in situ hybridization-microautoradiography and isotope arrays. Curr Opin Biotechnol 17:1–9

    Article  CAS  Google Scholar 

  • Walker A (2014) Adding genomic ‘foliage’ to the tree of life. Nat Rev Microbiol 12:78

    Article  CAS  PubMed  Google Scholar 

  • Woese CR, Fox GE (1977) Phylogenetic structure of the prokaryotic domain: the primary kingdoms. Proc Natl Acad Sci 74:5088–5090

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Woyke T, Sczyrba A, Lee J, Rinke C, Tighe D, Clingenpeel S, Malmstrom R, Stepanauskas R, Cheng J-F (2011) Decontamination of MDA reagents for single cell whole genome amplification. PLoS One 6:e26161

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Wrighton KC, Thomas BC, Sharon I, Miller CS, Castelle CJ, VerBerkmoes NC, Wilkins MJ, Hettich RL, Lipton MS, Williams KH, Long PE, Banfield JF (2012) Fermentation, hydrogen, and sulfur metabolism in multiple uncultivated bacterial phyla. Science 337:1661–1665

    Article  CAS  PubMed  Google Scholar 

  • Wrighton KC, Castelle CJ, Wilkins MJ, Hug LA, Sharon I, Thomas BC, Handley KM, Mullin SW, Nicora CD, Singh A, Lipton MS, Long PE, Williams KH, Banfield JF (2014) Metabolic interdependencies between phylogenetically novel fermenters and respiratory organisms in an unconfined aquifer. ISME J. doi:10.1038/ismej.2013.249

    Google Scholar 

  • Wu D, Hugenholtz P, Mavromatis K, Pukall R, Dalin E, Ivanova NN, Kunin V, Goodwin L, Wu M, Tindall BJ, Hooper SD, Pati A, Lykidis A, Spring S, Anderson IJ, D’haeseleer P, Zemla A, Singer M, Lapidus A, Nolan M, Copeland A, Han C, Chen F, Cheng JF, Lucas S, Kerfeld C, Lang E, Gronow S, Chain P, Bruce D, Rubin EM, Kyrpides NC, Klenk HP, Eisen JA (2009) A phylogeny-driven genomic encyclopaedia of Bacteria and Archaea. Nature 462:1056–1060

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Zillig W, Gierl A, Schreiber G, Wunderl S, Janekovic D, Stetter KO, Klenk HP (1983) The archaebacterium Thermofilum pendens represents, a novel genus of the thermophilic, anaerobic sulfur respiring Thermoproteales. Syst Appl Microbiol 4:79–87

    Article  CAS  PubMed  Google Scholar 

  • Zioutas K, Hoffmann DH, Dennerl K, Papaevangelou T (2004) What is dark matter made of? Science 306:1485–1488

    Article  CAS  PubMed  Google Scholar 

  • Zong C, Lu S, Chapman AR, Xie XS (2012) Genome-wide detection of single-nucleotide and copy-number variations of a single human cell. Science 338:1622–1626

    Article  CAS  PubMed Central  PubMed  Google Scholar 

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Acknowledgments

This work was supported by NASA Exobiology grant EXO-NNX11AR78G; U.S. National Science Foundation grant OISE 0968421; U.S. Department of Energy (DOE) grant DE-EE-0000716; and the Joint Genome Institute (CSP-182), supported by the Office of Science of the U.S. DOE under Contract No. DE-AC02-05CH11231. B. P. H. acknowledges generous support from Greg Fullmer through the UNLV Foundation.

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Correspondence to Brian P. Hedlund.

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Communicated by H. Santos.

This article is part of a special issue based on the 10th International Congress on Extremophiles held in Saint Petersburg, Russia, September 7-11, 2014.

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Hedlund, B.P., Dodsworth, J.A., Murugapiran, S.K. et al. Impact of single-cell genomics and metagenomics on the emerging view of extremophile “microbial dark matter”. Extremophiles 18, 865–875 (2014). https://doi.org/10.1007/s00792-014-0664-7

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