Abstract
Isotope-labelling experiments have changed the way microbial ecologists investigate the ecophysiology of microbial populations and cells in the environment. Insight into the ‘uncultivated majority’ accompanies methodology that involves the incorporation of stable isotopes or radioisotopes into sub-populations of environmental samples. Subsequent analysis of labelled biomarkers of sub-populations with stable-isotope probing (DNA-SIP, RNA-SIP, phospholipid-derived fatty acid-SIP) or individual cells with a combination of fluorescence in situ hybridization and microautoradiography reveals linked phylogenetic and functional information about the organisms that assimilated these compounds. Here, we review some of the most recent literature, with an emphasis on methodological improvements to the sensitivity and utility of these methods. We also highlight related isotope techniques that are in continued development and hold promise to transform the way we link phylogeny and function in complex microbial communities.
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References
Adamczyk J, Hesselsoe M, Iversen N, Horn M, Lehner A, Nielsen PH et al. (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.
Amann R, Snaidr J, Wagner M, Ludwig W, Schleifer KH . (1996). In situ visualization of high genetic diversity in a natural microbial community. J Bacteriol 178: 3496–3500.
Bernard L, Mougel C, Maron P-A, Nowak V, Lévêque J, Henault C et al. (2007). Dynamics and identification of soil microbial populations actively assimilating carbon from 13C-labelled wheat residue as estimated by DNA- and RNA-SIP techniques. Environ Microbiol 9: 752–764.
Boschker JT, Nold SC, Wellsbury P, Bos D, de Graaf W, Pel R et al. (1998). Direct linking of microbial populations to specific biogeochemical processes by 13C-labelling of biomarkers. Nature 392: 801–805.
Brodie EL, DeSantis TZ, Parker JPM, Zubietta IX, Piceno YM, Andersen GL . (2007). Urban aerosols harbor diverse and dynamic bacterial populations. Proc Nalt Acad Sci USA 104: 299–304.
Buckley DH, Huangyutitham V, Hsu S-F, Nelson TA . (2007a). Stable isotope probing with 15N2 reveals novel non-cultivated diazotrophs in soil. Appl Environ Microbiol [E-pub ahead of print]; doi:10.1128/AEM.02610-06.
Buckley DH, Huangyutitham V, Hsu S-F, Nelson TA . (2007b). Stable isotope probing with 15N achieved by disentangling the effects of genome G+C content and isotope enrichment on DNA density. Appl Environ Microbiol [E-pub ahead of print]; doi:10.1128/AEM.02609-06.
Cadisch G, Espana M, Causey R, Richter M, Shaw E, Morgan JAW et al. (2005). Technical considerations for the use of 15N-DNA stable-isotope probing for functional microbial activity in soils. Rapid Commun Mass Spectrom 19: 1424–1428.
Chauhan A, Ogram A . (2006). Phylogeny of acetate-utilizing microorganisms in soils along a nutrient gradient in the Florida Everglades. Appl Environ Microbiol 72: 6837–6840.
Collins G, O’Connor L, Mahony T, Gieseke A, de Beer D, O'Flaherty V . (2005). Distribution, localization, and phylogeny of abundant populations of Crenarchaeota in anaerobic granular sludge. Appl Environ Microbiol 71: 7523–7527.
Cupples AM, Shaffer EA, Chee-Sanford JC, Sims GK . (2006). DNA buoyant density shifts during 15N-DNA stable isotope probing. Microbiol Res [E-pub ahead of print]; doi:10.1016/j.micres.2006.01.016.
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.
Daims H, Lücker S, Wagner M . (2006). Daime, a novel image analysis program for microbial ecology and biofilm research. Environ Microbiol 8: 200–213.
Dumont M, Murrell J . (2005). Stable isotope probing – linking microbial identity to function. Nat Rev Microbiol 3: 499–504.
Dumont MG, Radajewski SM, Miguez CB, McDonald IR, Murrell JC . (2006). Identification of a complete methane monooxygenase operon from soil by combining stable isotope probing and metagenomic analysis. Environ Microbiol 8: 1240–1250.
el Zahar Haichar F, Achouak W, Christen R, Heulin T, Marol C, Marais M-F et al. (2007). Identification of cellulolytic bacteria in soil by stable isotope probing. Environ Microbiol 9: 625–634.
Evershed RP, Crossman ZM, Bull ID, Mottram H, Dungait JAJ, Maxfield PJ et al. (2006). 13C-Labelling of lipids to investigate microbial communities in the environment. Curr Opin Biotechnol 17: 72–82.
Freitag TE, Chang L, Prosser JI . (2006). Changes in the community structure and activity of betaproteobacterial ammonia-oxidizing sediment bacteria along a freshwater-marine gradient. Environ Microbiol 8: 684–696.
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.
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.
Gieseke A, Nielsen JL, Amann R, Nielsen PH, de Beer D . (2005). In situ substrate conversion and assimilation by nitrifying bacteria in a model biofilm. Environ Microbiol 7: 1392–1404.
Gieseke A, Purkhold U, Wagner M, Amann R, Schramm A . (2001). Community structure and activity dynamics of nitrifying bacteria in a phosphate-removing biofilm. Appl Environ Microbiol 67: 1351–1362.
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.
Ginige MP, Keller J, Blackall LL . (2005). Investigation of an acetate-fed denitrifying microbial community by stable isotope probing, full-cycle rRNA analysis, and fluorescent in situ hybridization-microautoradiography. Appl Environ Microbiol 71: 8683–8691.
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.
Huang WE, Griffiths RI, Thompson IP, Bailey MJ, Whiteley AS . (2004). Raman microscopic analysis of single microbial cells. Anal Chem 76: 4452–4458.
Huang WE, Stoecker K, Griffiths R, Newbold L, Daims H, Whiteley AS et al. (2007). Raman-FISH: Combining stable-isotope Raman spectroscopy and fluorescence in situ hybridization for the single cell analysis of identity and function. Environ Microbiol (in press).
Kasai Y, Takahata Y, Manefield M, Watanabe K . (2006). RNA-based stable isotope probing and isolation of anaerobic benzene-degrading bacteria from gasoline-contaminated groundwater. Appl Environ Microbiol 72: 3586–3592.
Konstantinidis KT, Ramette A, Tiedje JM . (2006). Toward a more robust assessment of intraspecies diversity, using fewer genetic markers. Appl Environ Microbiol 72: 7286–7293.
Kuypers MMM, Jørgensen BB . (2007). The future of single-cell environmental microbiology. Environ Microbiol 9: 6–7.
Lechene C, Hillion F, McMahon G, Benson D, Kleinfeld A, Kampf JP et al. (2006). High-resolution quantitative imaging of mammalian and bacterial cells using stable isotope mass spectrometry. J Biol 5: 20.
Lee N, Nielsen PH, Andreasen KH, Juretschko S, Nielsen JL, Schleifer KH et al. (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.
Loy A, Maixner F, Wagner M, Horn M . (2007). probeBase-an online resource for rRNA-targeted oligonucleotide probes: new features 2007. Nucleic Acids Res 35: D800–D804.
Loy A, Schulz C, Luecker S, Schoepfer-Wendels A, Stoecker K, Baranyi C et al. (2005). 16S rRNA gene-based oligonucleotide microarray for environmental monitoring of the betaproteobacterial order ‘Rhodocyclales’. Appl Environ Microbiol 71: 1373–1386.
Lu Y, Conrad R . (2005). In situ stable isotope probing of methanogenic Archaea in the rice rhizosphere. Science 309: 1088–1090.
Lueders T, Kindler R, Miltner A, Friedrich MW, Kaestner M . (2006). Identification of bacterial micropredators distinctively active in a soil microbial food web. Appl Environ Microbiol 72: 5342–5348.
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.
Madsen EL . (2006). The use of stable isotope probing techniques in bioreactor and field studies on bioremediation. Curr Opin Biotechnol 17: 92–97.
Maixner F, Noguera DR, Anneser B, Stoecker K, Wegl G, Wagner M et al. (2006). Nitrite concentration influences the population structure of Nitrospira-like bacteria. Environ Microbiol 8: 1487–1495.
Manefield M, Whiteley AS, Griffiths RI, Bailey MJ . (2002). RNA stable isotope probing, a novel means of linking microbial community function to phylogeny. Appl Environ Microbiol 68: 5367–5373.
Maxfield PJ, Hornibrook ER, Evershed RP . (2006). Estimating high-affinity methanotrophic bacterial biomass, growth, and turnover in soil by phospholipid fatty acid 13C labeling. Appl Environ Microbiol 72: 3901–3907.
Meyer RL, Saunders AM, Blackall LL . (2006). Putative glycogen-accumulating organisms belonging to the Alphaproteobacteria identified through rRNA-based stable isotope probing. Microbiol 152: 419–429.
Morris SA, Radajewski S, Willison TW, Murrell JC . (2002). Identification of the functionally active methanotroph population in a peat soil microcosm by stable-isotope probing. Appl Environ Microbiol 68: 1446–1453.
Neufeld JD, Dumont MG, Vohra J, Murrell JC . (2007a). Methodological considerations for the use of stable isotope probing in microbial ecology. Microb Ecol [E-pub ahead of print]; doi:10.1007/s00248-006-9125-x.
Neufeld JD, Mohn WW . (2005). Assessment of microbial phylogenetic diversity based on environmental nucleic acids. In: Stackebrandt E (ed). Molecular Identification, Systematics, and Population Structure of Prokaryotes. Springer-Verlag: Heidelberg, pp 219–260.
Neufeld JD, Vohra J, Dumont MG, Lueders T, Manefield M, Friedrich MW et al. (2007b). DNA stable-isotope probing. Nat Protocols 2: 860–866.
Nielsen JL, Christensen D, Kloppenborg M, Nielsen PH . (2003a). 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.
Nielsen JL, Wagner M, Nielsen PH . (2003b). Use of microautoradiography to study in situ physiology of bacteria in biofilms. Rev Environ Sci Biotechnol V 2: 261–268.
Orphan VJ, House CH, Hinrichs K-U, McKeegan KD, DeLong EF . (2001). Methane-consuming Archaea revealed by directly coupled isotopic and phylogenetic analysis. Science 293: 484–487.
Osaka T, Yoshie S, Tsuneda S, Hirata A, Iwami N, Inamori Y . (2006). Identification of acetate- or methanol-assimilating bacteria under nitrate-reducing conditions by stable-isotope probing. Microb Ecol 52: 253–266.
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.
Radajewski S, Ineson P, Parekh N, Murrell J . (2000). Stable-isotope probing as a tool in microbial ecology. Nature 403: 646–649.
Rangel-Castro JI, Killham K, Ostle N, Nicol GW, Anderson IC, Scrimgeour CM et al. (2005). Stable isotope probing analysis of the influence of liming on root exudate utilization by soil microorganisms. Environ Microbiol 7: 828–838.
Schmidt T . (2006). The maturing of microbial ecology. Int Microbiol 9: 217–223.
Schwartz E . (2007). Characterization of growing microorganisms in soil through stable isotope probing with H218O. Appl Environ Microbiol 73: 2541–2546.
Schwarz JI, Lueders T, Eckert W, Conrad R . (2007). Identification of acetate-utilizing Bacteria and Archaea in methanogenic profundal sediments of Lake Kinneret (Israel) by stable isotope probing of rRNA. Environ Microbiol 9: 223–237.
Singleton DR, Powell SN, Sangaiah R, Gold A, Ball LM, Aitken MD . (2005). Stable-isotope probing of bacteria capable of degrading salicylate, naphthalene, or phenanthrene in a bioreactor treating contaminated soil. Appl Environ Microbiol 71: 1202–1209.
Singleton DR, Sangaiah R, Gold A, Ball LM, Aitken MD . (2006). Identification and quantification of uncultivated Proteobacteria associated with pyrene degradation in a bioreactor treating PAH-contaminated soil. Environ Microbiol 8: 1736–1745.
Sintes E, Herndl GJ . (2006). Quantifying substrate uptake by individual cells of marine bacterioplankton by catalyzed reporter deposition fluorescence in situ hybridization combined with microautoradiography. Appl Environ Microbiol 72: 7022–7028.
Wagner M, Horn M, Daims H . (2003). Fluorescence in situ hybridisation for the identification and characterisation of prokaryotes. Curr Opin Microbiol 6: 302–309.
Wagner M, Loy A . (2002). Bacterial community composition and function in sewage treatment systems. Curr Opin Biotechnol 13: 218–227.
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.
Wagner M, Smidt H, Loy A, Zhou J . (2007). Unravelling microbial communities with DNA-microarrays: challenges and future directions. Microb Ecol [E-pub ahead of print]; doi:10.1007/s00248-006-9197-7.
Webster G, Watt LC, Rinna J, Fry JC, Evershed RP, Parkes RJ et al. (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.
Whiteley AS, Manefield M, Lueders T . (2006). Unlocking the ‘microbial black box’ using RNA-based stable isotope probing technologies. Curr Opin Biotechnol 17: 67–71.
Whiteley AS, Thomson B, Lueders T, Manefield M . (2007). RNA stable-isotope probing. Nat Protocols 2: 838–844.
Zhang K, Martiny AC, Reppas NB, Barry KW, Malek J, Chisholm SW et al. (2006). Sequencing genomes from single cells by polymerase cloning. Nat Biotechnol 24: 680–686.
Acknowledgements
This work was supported by funding from the Natural Environment Research Council (United Kingdom). JDN also acknowledges support from the Natural Sciences and Engineering Research Council (Canada). MW was supported by the Vienna Science and Technology Fund (WWTF) and the Austrian Science Fund (FWF).
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Neufeld, J., Wagner, M. & Murrell, J. Who eats what, where and when? Isotope-labelling experiments are coming of age. ISME J 1, 103–110 (2007). https://doi.org/10.1038/ismej.2007.30
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DOI: https://doi.org/10.1038/ismej.2007.30
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