Abstract
The last decade has witnessed a revolution in the development of methods and technology available to investigate the ecological roles of microorganisms in the environment. As a consequence, microbial ecologists have gained a better understanding of the functional aspects of microorganisms in marine, groundwater and freshwater systems, soils, sediments, hot springs, wastewater treatment plants, landfills, the rhizosphere and the animal gut. This review provides a compilation and critical comparison of the currently available methods linking microbial function with phylogeny, including a description and advantages and limitations of each method. Examples are also provided to illustrate their application. The ongoing improvements of these ‘function-identity’ methods points to a bright future in our understanding of complex ecological processes and to improved management of microbe dependent ecosystem services.
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Notes
A number of methods are compared here in terms of their sensitivity. In this context, sensitivity refers to the degree of labelling required for a particular method to generate a result.
References
Aburto A, Ball AS (2009) Bacterial population dynamics and separation of active degraders by stable isotope probing during benzene degradation in a BTEX-impacted aquifer. Revista Internacional de Contaminacion Ambiental 25:147–156
Adamczyk J, Hesselsoe M, Iversen N, Horn M, Lehner A, Nielsen PH, Schloter M, Roslev P, Wagner M (2003) The isotope array, a new tool that employs substrate-mediated labeling of rRNA for determination of microbial community structure and function. Appl Environ Microbiol 69:6875–6887
Addison SL, McDonald IR, Lloyd-Jones G (2010) Stable isotope probing: technical considerations when resolving 15N2-labeled RNA in gradients. J Microbiol Methods 80:70–75
Alonso C, Zeder M, Piccini C, Conde D, Pernthaler J (2009) Ecophysiological differences of betaproteobacterial populations in two hydrochemically distinct compartments of a subtropical lagoon. Environ Microbiol 11:867
Alonso-Saez L, Gasol JM (2007) Seasonal variations in the contributions of different bacterial groups to the uptake of low-molecular-weight compounds in Northwestern Mediterranean coastal waters. Appl Environ Microbiol 73:3528–3535
Alonso-Saez L, Sanchez O, Gasol JM, Balague V, Pedros-Alio C (2008) Winter-to-summer changes in the composition and single-cell activity of near-surface Arctic prokaryotes. Environ Microbiol 10:2444–2454
Amann RI, Ludwig W, Schleifer KH (1995) Phylogenetic identification and in situ detection of individual microbial cells without cultivation. Microbiol Rev 59:143–169
Balasooriya WK, Denef K, Peters J, Verhoest NEC, Boeckx P (2008) Vegetation composition and soil microbial community structural changes along a wetland hydrological gradient. Hydrol Earth Syst Sci 12:277–291
Bastias BA, Anderson IC, Rangel-Castro JI, Parkin PI, Prosser JI, Cairney JWG (2009) Influence of repeated prescribed burning on incorporation of 13C from cellulose by forest soil fungi as determined by RNA stable isotope probing. Soil Biol Biochem 41:467–472
Baytshtok V, Huijie L, Hongkeun P, Sungpyo K, Ran Y, Kartik C (2009) Impact of varying electron donors on the molecular microbial ecology and biokinetics of methylotrophic denitrifying bacteria. Biotechnol Bioeng 102:1527–1536
Behrens S, Losekann T, Pett-Ridge J, Weber PK, Ng WO, Stevenson BS, Hutcheon ID, Relman DA, Spormann AM (2008) Linking microbial phylogeny to metabolic activity at the single-cell level by using enhanced element labeling-catalyzed reporter deposition fluorescence in situ hybridization (EL-FISH) and NanoSIMS. Appl Environ Microbiol 74:3143–3150
Bengtson P, Basiliko N, Dumont MG, Hills M, Murrell JC, Roy R, Grayston S (2009) Links between methanotroph community composition and CH4 oxidation in a pine forest soil. FEMS Microbiol Ecol 70:356–366
Binga EK, Lasken RS, Neufeld JD (2008) Something from (almost) nothing: the impact of multiple displacement amplification on microbial ecology. ISME J 2:233–241
Bodelier PLE, Bar Gillisen MJ, Hordijk K, Sinninghe Damste JS, Rijpstra WIC, Geenevasen JAJ, Dunfield PF (2009) A reanalysis of phospholipid fatty acids as ecological biomarkers for methanotrophic bacteria. ISME J 3:606–617
Boschker HTS, Nold SC, Wellsbury P, Bos D, De Graaf W, Pel R, Parkes RJ, Cappenberg TE (1998) Direct linking of microbial populations to specific biogeochemical processes by 13C-labelling of biomarkers. Nature 392:801–805
Bressan M, Roncato MA, Bellvert F, Comte G, Haichar FEZ, Achouak W, Berge O (2009) Exogenous glucosinolate produced by Arabidopsis thaliana has an impact on microbes in the rhizosphere and plant roots. ISME J 3:1243–1257
Brinkmann N, Martens R, Tebbe CC (2008) Origin and diversity of metabolically active gut bacteria from laboratory-bred larvae of Manduca sexta (Sphingidae, Lepidoptera, Insecta). Appl Environ Microbiol 74:7189–7196
Buckley DH, Huangyutitham V, Hsu SF, Nelson TA (2007) Stable isotope probing with 15N2 reveals novel noncultivated diazotrophs in soil. Appl Environ Microbiol 73:3196–3204
Buckley DH, Huangyutitham V, Hsu S-F, Nelson TA (2008) 15N2-DNA-stable isotope probing of diazotrophic methanotrophs in soil. Soil Biol Biochem 40:1272–1283
Burow LC, Mabbett AN, Blackall LL (2008) Anaerobic glyoxylate cycle activity during simultaneous utilization of glycogen and acetate in uncultured Accumulibacter enriched in enhanced biological phosphorus removal communities. ISME J 2:1040–1051
Chen Y, Dumont MG, McNamara NP, Chamberlain PM, Bodrossy L, Stralis-Pavese N, Murrell JC (2008a) Diversity of the active methanotrophic community in acidic peatlands as assessed by mRNA and SIP-PLFA analyses. Environ Microbiol 10:446–459
Chen Y, Dumont MG, Neufeld JD, Bodrossy L, Stralis-Pavese N, McNamara NP, Ostle N, Briones MJI, Murrell JC (2008b) Revealing the uncultivated majority: combining DNA stable-isotope probing, multiple displacement amplification and metagenomic analyses of uncultivated Methylocystis in acidic peatlands. Environ Microbiol 10:2609–2622
Chen Y, Wu L, Boden R, Hillebrand A, Kumaresan D, Moussard H, Baciu M, Lu Y, Murrell CJ (2009) Life without light: microbial diversity and evidence of sulfur- and ammonium-based chemolithotrophy in Movile Cave. ISME J 3:1093–1104
Cottrell MT, Kirchman DL (2003) Contribution of major bacterial groups to bacterial biomass production (thymidine and leucine incorporation) in the Delaware estuary. Limnol Oceanogr 48:168–178
Cupples AM, Sims GK (2007) Identification of in situ 2, 4-dichlorophenoxyacetic acid-degrading soil microorganisms using DNA-stable isotope probing. Soil Biol Biochem 39:232–238
Dattagupta S, Schaperdoth I, Montanari A, Mariani S, Kita N, Valley JW, Macalady JL (2009) A novel symbiosis between chemoautotrophic bacteria and a freshwater cave amphipod. ISME J 3:935–943
Degelmann DM, Kolb S, Dumont M, Murrell JC, Drake HL (2009) Enterobacteriaceae facilitate the anaerobic degradation of glucose by a forest soil. FEMS Microbiol Ecol 68:312–319
Deines P, Paul LEB, Gundula E (2007) Methane-derived carbon flows through methane-oxidizing bacteria to higher trophic levels in aquatic systems. Environ Microbiol 9:1126–1134
Dekas AE, Poretsky RS, Orphan VJ (2009) Deep-sea Archaea fix and share nitrogen in methane-consuming microbial consortia. Science 326:422–426
Denef K, Bubenheim H, Lenhart K, Vermeulen J, Van Cleemput O, Boeckx P, Müller C (2007) Community shifts and carbon translocation within metabolically-active rhizosphere microorganisms in grasslands under elevated CO2. Biogeosciences 4:769–779
DeRito CM, Madsen EL (2009) Stable isotope probing reveals Trichosporon yeast to be active in situ in soil phenol metabolism. ISME J 3:477–485
DeRito CM, Pumphrey GM, Madsen EL (2005) Use of field-based stable isotope probing to identify adapted populations and track carbon flow through a phenol-degrading soil microbial community. Appl Environ Microbiol 71:7858–7865
Dorr N, Glaser B, Kolb S (2010) Methanotrophic communities in Brazilian Ferralsols from naturally forested, afforested, and agricultural sites. Appl Environ Microbiol 76:1307–1310
Evershed RP, Crossman ZM, Bull ID, Mottram H, Dungait JAJ, Maxfield PJ, Brennand EL (2006) 13C-Labelling of lipids to investigate microbial communities in the environment. Curr Opin Biotechnol 17:72–82
Finzi-Hart JA, Pett-Ridge J, Weber PK, Popa R, Fallon SJ, Gunderson T, Hutcheon ID, Nealson KH, Capone DG (2009) Fixation and fate of C and N in the cyanobacterium Trichodesmium using nanometer-scale secondary ion mass spectrometry. Proc Natl Acad Sci 106:6345
Foesel BU, Gieseke A, Schwermer C, Stief P, Koch L, Cytryn E, de la Torre JR, van Rijn J, Minz D, Drake HL, Schramm A (2008) Nitrosomonas Nm143-like ammonia oxidizers and Nitrospira marina-like nitrite oxidizers dominate the nitrifier community in a marine aquaculture biofilm. FEMS Microbiol Ecol 63:192–204
Franchini AG, Nikolausz M, Kästner M (2009) Sequence Specific Primer Extension RNA Analysis (SeSPERA) for the investigation of substrate utilization of microbial communities. J Microbiol Meth 79:111–113
Frias-Lopez J, Thompson A, Waldbauer J, Chisholm SW (2009) Use of stable isotope-labelled cells to identify active grazers of picocyanobacteria in ocean surface waters. Environ Microbiol 11:512–525
Friedrich MW (2006) Stable-isotope probing of DNA: insights into the function of uncultivated microorganisms from isotopically labeled metagenomes. Curr Opin Biotechnol 17:59–66
Fuchs BM, Glockner FO, Wulf J, Amann R (2000) Unlabeled helper oligonucleotides increase the in situ accessibility to 16S rRNA of fluorescently labeled oligonucleotide probes. Appl Environ Microbiol 66:3603–3607
Gallagher E, McGuinness L, Phelps C, Young LY, Kerkhof LJ (2005) 13C-Carrier DNA shortens the incubation time needed to detect benzoate-utilizing denitrifying bacteria by stable-isotope probing. Appl Environ Microbiol 71:5192–5196
Gihring TM, Humphrys M, Mills HJ, Huettel M, Kostka JE (2009) Identification of phytodetritus-degrading microbial communities in sublittoral Gulf of Mexico sands. Limnol Oceanogr 54:1073–1083
Ginige MP, Hugenholtz P, Daims H, Wagner M, Keller J, Blackall LL (2004) Use of stable-isotope probing, full-cycle rRNA analysis, and fluorescence in situ hybridization-microautoradiography to study a methanol-fed denitrifying microbial community. Appl Environ Microbiol 70:588–596
Glaubitz S, Lueders T, Abraham WR, Jost G, Jürgens K, Labrenz M (2009) 13C-isotope analyses reveal that chemolithoautotrophic Gamma- and Epsilonproteobacteria feed a microbial food web in a pelagic redoxcline of the central Baltic sea. Environ Microbiol 11:326–337
Grote J, Jost G, Labrenz M, Herndl GJ, Jurgens K (2008) Epsilonproteobacteria represent the major portion of chemoautotrophic bacteria in sulfidic waters of pelagic redoxclines of the Baltic and Black Seas. Appl Environ Microbiol 74:7546–7551
Hagman M, Nielsen JL, Nielsen PH, Jansen JC (2008) Mixed carbon sources for nitrate reduction in activated sludge-identification of bacteria and process activity studies. Water Res 42:1539–1546
Haichar FEZ, Achouak W, Christen R, Heulin T, Marol C, Marais MF, Mougel C, Ranjard L, Balesdent J, Berge O (2007) Identification of cellulolytic bacteria in soil by stable isotope probing. Environ Microbiol 9:625–634
Haichar FEZ, Marol C, Berge O, Rangel-Castro JI, Prosser JI, Balesdent J, Heulin T, Achouak W (2008) Plant host habitat and root exudates shape soil bacterial community structure. ISME J 2:1221–1230
Hamberger A, Horn MA, Dumont MG, Murrell JC, Drake HL (2008) Anaerobic consumers of monosaccharides in a moderately acidic fen. Appl Environ Microbiol 74:3112–3120
Han B, Chen Y, Abell G, Jiang H, Bodrossy L, Zhao J, Murrell JC, Xing XH (2009) Diversity and activity of methanotrophs in alkaline soil from a Chinese coal mine. FEMS Microbiol Ecol 70:196–207
Hatamoto M, Imachi H, Yashiro Y, Ohashi A, Harada H (2008) Detection of active butyrate-degrading microorganisms in methanogenic sludges by RNA-based stable isotope probing. Appl Environ Microbiol 74:3610–3614
Hatzenpichler R, Lebecleva EV, Spieck E, Stoecker K, Richter A, Daims H, Wagner M (2008) A moderately thermophilic ammonia-oxidizing crenarchaeote from a hot spring. Proc Natl Acad Sci USA 105:2134–2139
Head IM, Saunders JR, Pickup RW (1998) Microbial evolution, diversity, and ecology: a decade of ribosomal RNA analysis of uncultivated microorganisms. Microb Ecol 35:1–21
Hery M, Singer AC, Kumaresan D, Bodrossy L, Stralis-Pavese N, Prosser JI, Thompson IP, Murrell JC (2008) Effect of earthworms on the community structure of active methanotrophic bacteria in a landfill cover soil. ISME J 2:92–104
Hesselsoe M, Nielsen JL, Roslev P, Nielsen PH (2005) Isotope labeling and microautoradiography of active heterotrophic bacteria on the basis of assimilation of 14CO2. Appl Environ Microbiol 71:646–655
Hesselsoe M, Bjerring M, Henriksen K, Loll P, Nielsen J (2008) Method for measuring substrate preferences by individual members of microbial consortia proposed for bioaugmentation. Biodegradation 19:621–633
Hesselsoe M, Fureder S, Schloter M, Bodrossy L, Iversen N, Roslev P, Nielsen PH, Wagner M, Loy A (2009) Isotope array analysis of Rhodocyclales uncovers functional redundancy and versatility in an activated sludge. ISME J 3:1349–1364
Huang WE, Stoecker K, Griffiths R, Newbold L, Daims H, Whiteley AS, Wagner M (2007) Raman-FISH: combining stable-isotope Raman spectroscopy and fluorescence in situ hybridization for the single cell analysis of identity and function. Environ Microbiol 9:1878–1889
Huang WE, Ferguson A, Singer AC, Lawson K, Thompson IP, Kalin RM, Larkin MJ, Bailey MJ, Whiteley AS (2009) Resolving genetic functions within microbial populations: in situ analyses using rRNA and mRNA stable isotope probing coupled with single-cell Raman-fluorescence in situ hybridization. Appl Environ Microbiol 75:234–241
Jehmlich N, Schmidt F, von Bergen M, Richnow HH, Vogt C (2008a) Protein-based stable isotope probing (Protein-SIP) reveals active species within anoxic mixed cultures. ISME J 2:1122–1133
Jehmlich N, Schmidt F, Hartwich M, von Bergen M, Richnow HH, Vogt CV (2008b) Incorporation of carbon and nitrogen atoms into proteins measured by protein-based stable isotope probing (Protein-SIP). Rapid Commun Mass Spectrom 22:2889–2897
Jehmlich N, Schmidt F, Taubert M, Seifert J, von Bergen M, Richnow HH, Vogt C (2009) Comparison of methods for simultaneous identification of bacterial species and determination of metabolic activity by protein-based stable isotope probing (Protein-SIP) experiments. Rapid Commun Mass Spectrom 2:1871–1878
Jensen S, Neufeld JD, Bikeland NK, Hovland M, Murrell JC (2008) Methane assimilation and trophic interactions with marine Methylomicrobium in deep-water coral reef sediment off the coast of Norway. FEMS Microbiol Ecol 66:320–330
Jia Z, Conrad R (2009) Bacteria rather than Archaea dominate microbial ammonia oxidation in an agricultural soil. Environ Microbiol 11:1658–1671
Jin VL, Evans RD (2010) Microbial 13C utilization patterns via stable isotope probing of phospholipid biomarkers in Mojave Desert soils exposed to ambient and elevated atmospheric CO2. Global Change Biology. Accepted article. doi: 10.1111/j.1365-2486.2010.02207.x
Jones MD, Singleton DR, Carstensen DP, Powell SN, Swanson JS, Pfaender FK, Aitken MD (2008) Effect of incubation conditions on the enrichment of pyrene-degrading bacteria identified by stable-isotope probing in an aged, PAH-contaminated soil. Microb Ecol 56:341–349
Kittelmann S, Friedrich MW (2008a) Identification of novel perchloroethene-respiring microorganisms in anoxic river sediment by RNA-based stable isotope probing. Environ Microbiol 10:31–46
Kittelmann S, Friedrich MW (2008b) Novel uncultured Chloroflexi dechlorinate perchloroethene to trans-dichloroethene in tidal flat sediments. Environ Microbiol 10:1557–1570
Knoblauch C, Zimmermann U, Blumenberg M, Michaelis W, Pfeiffer E-M (2008) Methane turnover and temperature response of methane-oxidizing bacteria in permafrost-affected soils of northeast Siberia. Soil Biol Biochem 40:3004–3013
Kong Y, Xia Y, Nielsen PH (2008) Activity and identity of fermenting microorganisms in full-scale biological nutrient removing wastewater treatment plants. Environ Microbiol 10:2008–2019
Kovatcheva-Datchary P, Egert M, Maathuis A, Rajili-Stojanovi M, de Graaf A, Smidt H, de Vos WM, Venema K (2009) Linking phylogenetic identities of bacteria to starch fermentation in an in vitro model of the large intestine by RNA-based stable isotope probing. Environ Microbiol 11:914–926
Kragelund C, Levantesi C, Borger A, Thelen K, Eikelboom D, Tandoi V, Kong Y, Krooneman J, Larsen P, Thomsen TR, Nielsen PH (2008) Identity, abundance and ecophysiology of filamentous bacteria belonging to the Bacteroidetes present in activated sludge plants. Microbiology 154:886–894
Kreuzer-Martin HW (2007) Stable isotope probing: linking functional activity to specific members of microbial communities. Soil Sci Soc Am J 71:611–619
Langenheder S, Prosser JI (2008) Resource availability influences the diversity of a functional group of heterotrophic soil bacteria. Environ Microbiol 10:2245–2256
Lear G, Song B, Gault AG, Polya DA, Lloyd JR (2007) Molecular analysis of arsenate-reducing bacteria within Cambodian sediments following amendment with acetate. Appl Environ Microbiol 73:1041–1048
Lear G, Turner SJ, Lewis GD (2009) Effect of light regimes on the utilisation of an exogenous carbon source by freshwater biofilm bacterial communities. Aquat Ecol 43:207–220
Lechene C, Hillion F, McMahon G, Benson D, Kleinfeld A, Kampf JP, Distel D, Luyten Y, Bonventre J, Hentschel D, Park K, Ito S, Schwartz M, Benichou G, Slodzian G (2006) High-resolution quantitative imaging of mammalian and bacterial cells using stable isotope mass spectrometry. J Biol 5:20
Lechene CP, Luyten Y, McMahon G, Distel DL (2007) Quantitative imaging of nitrogen fixation by individual bacteria within animal cells. Science 317:1563–1566
Lee SH, Malone C, Kemp PF (1993) Use of multiple 16S rRNA-targeted fluorescent probes to increase signal strength and measure cellular RNA from natural planktonic bacteria. Mar Ecol Prog Ser 101:193–201.1993
Lee N, Nielsen PH, Andreasen KH, Juretschko S, Nielsen JL, Schleifer K-H, Wagner M (1999) Combination of fluorescent in situ hybridization and microautoradiography—a new tool for structure-function analyses in microbial ecology. Appl Environ Microbiol 65:1289–1297
Lerch TZ, Dignac M-F, Nunan N, Bardoux G, Barriuso E, Mariotti A (2009) Dynamics of soil microbial populations involved in 2, 4-D biodegradation revealed by FAME-based stable isotope probing. Soil Biol Biochem 41:77–85
Li T, Wu T-D, Mazeas L, Toffin L, Guerquin-Kern J-L, Leblon G, Bouchez T (2008) Simultaneous analysis of microbial identity and function using NanoSIMS. Environ Microbiol 10:580–588
Li T, Laurent M, Abdelghani S, Gérard L, Théodore B (2009) Insights into networks of functional microbes catalysing methanization of cellulose under mesophilic conditions. Environ Microbiol 11:889–904
Liou JSC, DeRito CM, Madsen EL (2008) Field-based and laboratory stable isotope probing surveys of the identities of both aerobic and anaerobic benzene-metabolizing microorganisms in freshwater sediment. Environ Microbiol 10:1964–1977
Lu YH, Abraham WR, Conrad R (2007) Spatial variation of active microbiota in the rice rhizosphere revealed by in situ stable isotope probing of phospholipid fatty acids. Environ Microbiol 9:474–481
Lueders T, Manefield M, Friedrich MW (2004) Enhanced sensitivity of DNA- and rRNA-based stable isotope probing by fractionation and quantitative analysis of isopycnic centrifugation gradients. Environ Microbiol 6:73–78
Luo C, Xie S, Sun W, Li X, Cupples AM (2009) Identification of a novel toluene-degrading bacterium from the candidate phylum TM7, as determined by DNA stable isotope probing. Appl Environ Microbiol 75:4644–4647
MacGregor BJ, Amann R (2006) Single-stranded conformational polymorphism for separation of mixed rRNAS (rRNA-SSCP), a new method for profiling microbial communities. Syst Appl Microbiol 29:661–670
MacGregor BJ, Bruchert V, Fleischer S, Amann R (2002) Isolation of small-subunit rRNA for stable isotopic characterization. Environ Microbiol 4:451–464
MacGregor BJ, Boschker HTS, Amann R (2006) Comparison of rRNA and polar-lipid-derived fatty acid biomarkers for assessment of 13C-substrate incorporation by microorganisms in marine sediments. Appl Environ Microbiol 72:5246–5253
Madsen EL (2006) The use of stable isotope probing techniques in bioreactor and field studies on bioremediation. Curr Opin Biotechnol 17:92–97
Malmstrom RR, Kiene RP, Kirchman DL (2004) Identification and enumeration of bacteria assimilating dimethylsulfoniopropionate(DMSP) in the North Atlantic and Gulf of Mexico. Limnol Oceanogr 49:597–606
Manefield M, Whiteley AS, Ostle N, Ineson P, Bailey MJ (2002) Technical considerations for RNA-based stable isotope probing: an approach to associating microbial diversity with microbial community function. Rapid Commun Mass Spectrom 16:2179–2183
Manefield M, Griffiths R, McNamara NP, Sleep D, Ostle N, Whiteley A (2007) Insights into the fate of a C-13 labelled phenol pulse for stable isotope probing (SIP) experiments. J Microbiol Meth 69:340–344
Maxfield PJ, Hornibrook ERC, Evershed RP (2008) Acute impact of agriculture on high-affinity methanotrophic bacterial populations. Environ Microbiol 10:1917–1924
Menyailo OV, Abraham WR, Conrad R (2010) Tree species affect atmospheric CH4 oxidation without altering community composition of soil methanotrophs. Soil Biol Biochem 42:101–107
Miura Y, Okabe S (2008) Quantification of cell specific uptake activity of microbial products by uncultured Chloroflexi by microautoradiography combined with fluorescence in situ hybridization. Environ Sci Technol 42:7380–7386
Miyatake T, MacGregor BJ, Boschker HTS (2009) Linking microbial community function to phylogeny of sulfate-reducing Deltaproteobacteria in marine sediments by combining stable isotope probing with magnetic-bead capture hybridization of 16S rRNA. Appl Environ Microbiol 75:4927
Monard C, Binet F, Vandenkoornhuyse P (2008) Short-term response of soil bacteria to carbon enrichment in different soil microsites. Appl Envir Microbiol 74:5589–5592
Moreno AM, Matz C, Kjelleberg S, Manefield M (2010) RNA stable isotope probing identifies ciliate grazer of autotrophic bacteria in ammonia-oxidizing activated sludge. Appl Environ Microbiol 76:2203–2211
Moussard H, Stralis-Pavese N, Bodrossy L, Neufeld JD, Murrell JC (2009) Identification of active methylotrophic bacteria inhabiting surface sediment of a marine estuary. Environ Microbiol Rep 1:424–433
Murase J, Matsui Y, Katoh M, Sugimoto A, Kimura M (2006) Incorporation of 13C-labeled rice-straw-derived carbon into microbial communities in submerged rice field soil and percolating water. Soil Biol Biochem 38:3483–3491
Musat N, Halm H, Winterholler B, Hoppe P, Peduzzi S, Hillion F, Horreard F, Amann R, Jorgensen BB, Kuypers MMM (2008) A single-cell view on the ecophysiology of anaerobic phototrophic bacteria. Proc Natl Acad Sci 105:17861–17866
Neufeld JD, Murrell JC (2007) Witnessing the last supper of uncultivated microbial cells with Raman-FISH. ISME J 1:269–270
Neufeld JD, Wagner M, Murrell JC (2007a) Who eats what, where and when? Isotope-labelling experiments are coming of age. ISME J 1:103–110
Neufeld JD, Dumont MG, Vohra J, Murrell JC (2007b) Methodological considerations for the use of stable isotope probing in microbial ecology. Microb Ecol 53:435–442
Neufeld JD, Boden R, Moussard H, Schafer H, Murrell JC (2008a) Substrate-specific clades of active marine methylotrophs associated with a phytoplankton bloom in a temperate coastal environment. Appl Environ Microbiol 74:7321–7328
Neufeld JD, Chen Y, Dumont MG, Murrell JC (2008b) Marine methylotrophs revealed by stable-isotope probing, multiple displacement amplification and metagenomics. Environ Microbiol 10:1526–1535
Nicholson W, Fedenko J, Schuerger A (2009) Carbon-13 (13C) labeling of Bacillus subtilis vegetative cells and spores: suitability for DNA stable isotope probing (DNA-SIP) of spores in soils. Current Microbiology 59:9–14
Nielsen JL, Nielsen PH (2005) Advances in microscopy: microautoradiography of single cells. Methods Enzymol 397:237–256
Nielsen JL, Christensen D, Kloppenborg M, Nielsen PH (2003) Quantification of cell-specific substrate uptake by probe-defined bacteria under in situ conditions by microautoradiography and fluorescence in situ hybridization. Environ Microbiol 5:202–211
Nikolausz M, Palatinszky M, Rusznyak A, Richnow HH, Kappelmeyer U, Kastner M (2007) Novel approach using substrate-mediated radiolabelling of RNA to link metabolic function with the structure of microbial communities. FEMS Microbiol Lett 274:154–161
Noll M, Frenzel P, Conrad R (2008) Selective stimulation of type I methanotrophs in a rice paddy soil by urea fertilization revealed by RNA-based stable isotope probing. FEMS Microbiol Ecol 65:125–132
Obernosterer I, Catala P, Lami R, Caparros J, Ras J, Bricaud A, Dupuy C, Van Wambeke F, Lebaron P (2008) Biochemical characteristics and bacterial community structure of the sea surface microlayer in the South Pacific Ocean. Biogeosciences 5:693–705
Oka AR, Phelps CD, McGuinness LM, Mumford A, Young LY, Kerkhof LJ (2008) Identification of critical members in a sulfidogenic benzene-degrading consortium by DNA stable isotope probing. Appl Environ Microbiol 74:6476–6480
Okabe S, Kindaichi T, Ito T (2004) MAR-FISH-An ecophysiological approach to link phylogenetic affiliation and in situ metabolic activity of microorganisms at a single-cell resolution. Microbes and Environments 19:83–98
Orphan VJ (2009) Methods for unveiling cryptic microbial partnerships in nature. Curr Opin Microbiol 12:231–237
Orphan VJ, House CH, Hinrichs KU, McKeegan KD, DeLong EF (2001) Methane-consuming Archaea revealed by directly coupled isotopic and phylogenetic analysis. Science 293:484–487
Orphan VJ, House CH, Hinrichs KU, McKeegan KD, DeLong EF (2002) From the cover: multiple archaeal groups mediate methane oxidation in anoxic cold seep sediments. Proc Natl Acad Sci 99:7663–7668
Osaka T, Ebie Y, Tsuneda S, Inamori Y (2008) Identification of the bacterial community involved in methane-dependent denitrification in activated sludge using DNA stable-isotope probing. FEMS Microbiol Ecol 64:494–506
Ouverney CC, Fuhrman JA (1997) Increase in fluorescence intensity of 16 S rRNA in situ hybridization in natural samples treated with chloramphenicol. Appl Environ Microbiol 63:2735–2740
Ouverney CC, Fuhrman JA (1999) Combined microautoradiography-16S rRNA probe technique for determination of radioisotope uptake by specific microbial cell types in situ. Appl Environ Microbiol 65:1746–1752
Pearson A, Kraunz KS, Sessions AL, Dekas AE, Leavitt WD, Edwards KJ (2008) Quantifying microbial utilization of petroleum hydrocarbons in salt marsh sediments by using the 13C content of bacterial rRNA. Appl Environ Microbiol 74:1157–1166
Perez MT, Sommaruga R (2007) Interactive effects of solar radiation and dissolved organic matter on bacterial activity and community structure. Environ Microbiol 9:2200–2210
Pernthaler A, Pernthaler J, Amann R (2002) Fluorescence in situ hybridization and catalyzed reporter deposition for the identification of marine bacteria. Appl Environ Microbiol 68:3094–3101
Pernthaler A, Dekas AE, Brown CT, Goffredi SK, Embaye T, Orphan VJ (2008) Diverse syntrophic partnerships from deep-sea methane vents revealed by direct cell capture and metagenomics. Proc Natl Acad Sci 105:7052–7057
Pumphrey GM, Madsen EL (2008) Field-based stable isotope probing reveals the identities of benzoic acid-metabolizing microorganisms and their in situ growth in agricultural soil. Appl Environ Microbiol 74:4111–4118
Qiu Q, Noll M, Abraham WR, Lu Y, Conrad R (2008) Applying stable isotope probing of phospholipid fatty acids and rRNA in a Chinese rice field to study activity and composition of the methanotrophic bacterial communities in situ. ISME J 2:602–614
Qiu Q, Conrad R, Lu Y (2009) Cross-feeding of methane carbon among bacteria on rice roots revealed by DNA-stable isotope probing. Environ Microbiol Rep 1:355–361
Radajewski S, Ineson P, Parekh NR, Murrell JC (2000) Stable-isotope probing as a tool in microbial ecology. Nature 403:646–649
Radajewski S, McDonald IR, Murrell JC (2003) Stable-isotope probing of nucleic acids: a window to the function of uncultured microorganisms. Curr Opin Biotechnol 14:296–302
Rangel-Castro JI, Prosser JI, Ostle N, Scrimgeour CM, Killham K, Meharg AA (2005) Flux and turnover of fixed carbon in soil microbial biomass of limed and unlimed plots of an upland grassland ecosystem. Environ Microbiol 7:544–552
Rasche F, Lueders T, Schloter M, Schaefer S, Buegger F, Gattinger A, Hood-Nowotny RC, Sessitsch AC (2009) DNA-based stable isotope probing enables the identification of active bacterial endophytes in potatoes. New Phytol 181:802–807
Rogers SW, Moorman TB, Ong SK (2007) Fluorescent in situ hybridization and micro-autoradiography applied to ecophysiology in soil. Soil Sci Soc Am J 71:620–631
Saito T, Ishii S, Otsuka S, Nishiyama M, Senoo K (2008) Identification of novel Betaproteobacteria in a succinate-assimilating population in denitrifying rice paddy soil by using stable isotope probing. Microbes Environ 23:192–200
Salcher MM, Pernthaler J, Zeder M, Psenner R, Posch T (2008) Spatio-temporal niche separation of planktonic Betaproteobacteria in an oligo-mesotrophic lake. Environ Microbiol 10:2074–2086
Sapp M, Gerdts G, Wellinger M, Wichels A (2008) Consuming algal products: trophic interactions of bacteria and a diatom species determined by RNA stable isotope probing. Helgoland Mar Res 62:283–287
Schellenberger S, Kolb S, Drake HL (2010) Metabolic responses of novel cellulolytic and saccharolytic agricultural soil bacteria to oxygen. Environ Microbiol 12:845–861
Schonhuber W, Fuchs B, Juretschko S, Amann R (1997) Improved sensitivity of whole-cell hybridization by the combination of horseradish peroxidase-labeled oligonucleotides and tyramide signal amplification. Appl Environ Microbiol 63:3268–3273
Schwartz E (2007) Characterization of growing microorganisms in soil by stable isotope probing with H 182 O. Appl Environ Microbiol 73:2541–2546
Shrestha M, Abraham WR, Shrestha PM, Noll M, Conrad R (2008) Activity and composition of methanotrophic bacterial communities in planted rice soil studied by flux measurements, analyses of pmoA gene and stable isotope probing of phospholipid fatty acids. Environ Microbiol 10:400–412
Singh BK, Tate K (2007) Biochemical and molecular characterization of methanotrophs in soil from a pristine New Zealand beech forest. FEMS Microbiol Lett 275:89–97
Singh BK, Tate KR, Kolipaka G, Hedley CB, Macdonald CA, Millard P, Murrell JC (2007) Effect of afforestation and reforestation of pastures on the activity and population dynamics of methanotrophic bacteria. Appl Environ Microbiol 73:5153–5161
Singh BK, Tate KR, Ross DJ, Singh J, Dando J, Thomas N, Millard P, Murrell JC (2009) Soil methane oxidation and methanotroph responses to afforestation of pastures with Pinus radiata stands. Soil Biol Biochem 41:2196–2205
Stoecker K, Dorninger C, Daims H, Wagner M (2010) Double labeling of oligonucleotide probes for fluorescence in situ hybridization (DOPE-FISH) improves signal intensity and increases rRNA accessibility. Appl Environ Microbiol 76:922–926
Sueoka K, Hiroyasu S, Motoharu O, Takashi M (2009) Microorganisms involved in anaerobic phenol degradation in the treatment of synthetic coke-oven wastewater detected by RNA stable-isotope probing. FEMS Microbiol Lett 291:169–174
Sul WJ, Park J, Quensen JF, Rodrigues JLM, Seliger L, Tsoi TV, Zylstra GJ, Tiedje JM (2009) DNA-stable iIsotope probing integrated with metagenomics for retrieval of biphenyl dioxygenase genes from polychlorinated biphenyl-contaminated river sediment. Appl Environ Microbiol 75:5501–5506
Tate KR, Ross DJ, Saggar S, Hedley CB, Dando J, Singh BK, Lambie SM (2007) Methane uptake in soils from Pinus radiata plantations, a reverting shrubland and adjacent pastures: effects of land-use change, and soil texture, water and mineral nitrogen. Soil Biol Biochem 39:1437–1449
Teira E, Reinthaler T, Pernthaler A, Pernthaler J, Herndl GJ (2004) Combining catalyzed reporter deposition-fluorescence in situ hybridization and microautoradiography to detect substrate utilization by Bacteria and Archaea in the deep ocean. Appl Environ Microbiol 70:4411–4414
Tourna M, Freitag TE, Prosser JI (2010) Stable isotope probing analysis of ammonia oxidizer interactions. Appl Environ Microbiol 76:2468–2477
Treude T, Orphan V, Knittel K, Gieseke A, House CH, Boetius A (2007) Consumption of methane and CO2 by methanotrophic microbial mats from gas seeps of the anoxic Black Sea. Appl Environ Microbiol 73:2271–2283
Uhlik O, Jecna K, Mackova M, Vlcek C, Hroudova M, Demnerova K, Paces V, Macek T (2009) Stable isotope probing reveals biphenyl-metabolizing bacteria in the rhizosphere of horseradish and bulk soil contaminated by polychlorinated biphenyls. Appl Environ Microbiol 75:6471–6477
Van Mooy BAS, Devol AH (2008) Assessing nutrient limitation of Prochlorococcus in the North Pacific subtropical gyre by using an RNA capture method. Limnol Oceanogr 53:78–88
Varela MM, van Aken HM, Herndl GJ (2008a) Abundance and activity of Chloroflexi-type SAR202 bacterioplankton in the meso- and bathypelagic waters of the (sub)tropical Atlantic. Environ Microbiol 10:1903–1911
Varela MM, van Aken HM, Sintes E, Herndl GJ (2008b) Latitudinal trends of Crenarchaeota and Bacteria in the meso- and bathypelagic water masses of the Eastern North Atlantic. Environ Microbiol 10:110–124
Vila-Costa M, Pinhassi J, Alonso C, Pernthaler J, Simó R (2007) An annual cycle of dimethylsulfoniopropionate-sulfur and leucine assimilating bacterioplankton in the coastal NW Mediterranean. Environ Microbiol 9:2451–2463
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 17:83–91
Wawrik B, Callaghan AV, Bronk DA (2009) Inorganic and organic nitrogen use by synechococcus and diatoms on the West Florida Shelf measured using stable isotope probing. Appl Environ Microbiol 75:6662–6670
Webster G, Watt LC, Rinna J, Fry JC, Evershed RP, Parkes RJ, Weightman AJ (2006) A comparison of stable-isotope probing of DNA and phospholipid fatty acids to study prokaryotic functional diversity in sulfate-reducing marine sediment enrichment slurries. Environ Microbiol 8:1575–1589
Webster G, Rinna J, Roussel EG, Fry JC, Weightman AJ, Parkes RJ (2010) Prokaryotic functional diversity in different biogeochemical depth zones in tidal sediments of the Severn Estuary, UK, revealed by stable-isotope probing. FEMS Microbiol Ecol 72:2179–2197
Wegener G, Niemann H, Elvert M, Hinrichs KU, Boetius A (2008) Assimilation of methane and inorganic carbon by microbial communities mediating the anaerobic oxidation of methane. Environ Microbiol 10:2287–2298
Wilhartitz IC, Kirschner AKT, Stadler H, Herndl GJ, Dietzel M, Latal C, Mach RL, Farnleitner AH (2009) Heterotrophic prokaryotic production in ultraoligotrophic alpine karst aquifers and ecological implications. FEMS Microbiol Ecol 68:287–299
Williams P (2006) Biological imaging using secondary ions. J Biol 5:18
Worden AZ, Chisholm SW, Binder BJ (2000) In situ hybridization of Prochlorococcus and Synechococcus (marine cyanobacteria) spp. with rRNA-targeted peptide nucleic acid probes. Appl Environ Microbiol 66:284
Xia Y, Kong Y, Thomsen TR, Nielsen PH (2008) Identification and ecophysiological characterization of epiphytic protein-hydrolyzing Saprospiraceae (“Candidatus Epiflobacter” spp.) in activated sludge. Appl Environ Microbiol 74:2229–2238
Zang K, Kurisu F, Kasuga I, Furumai H, Yagi O (2008) Analysis of the phylogenetic diversity of estrone-degrading bacteria in activated sewage sludge using microautoradiography-fluorescence in situ hybridization. Syst Appl Microbiol 31:206–214
Zhang Y, Sintes E, Chen J, Dai M, Jiao N, Herndl GJ (2009) Role of mesoscale cyclonic eddies in the distribution and activity of Archaea and Bacteria in the South China Sea. Aquat Microb Ecol 56:65–79
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Maria-Luisa Gutierrez-Zamora is supported by a University International Postgraduate Award from the University of New South Wales. Mike Manefield is supported by the Environmental Biotechnology Cooperative Research Centre.
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Gutierrez-Zamora, ML., Manefield, M. An appraisal of methods for linking environmental processes to specific microbial taxa. Rev Environ Sci Biotechnol 9, 153–185 (2010). https://doi.org/10.1007/s11157-010-9205-8
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DOI: https://doi.org/10.1007/s11157-010-9205-8