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Cleaning up wastewater from domestic sewage and industrial processes is essential for safeguarding public health and the environment (for an overview of wastewater treatment processes see http://en.wikipedia.org/wiki/Sewage_treatment). Biological wastewater treatment plants (WWTPs) employing sludge represent one of the most widely used biotechnological processes, with more than 120 billion litres treated daily in the USA alone (Fig. 1). Removal of organic carbon and other nutrients, mainly nitrogen (N) and phosphorus (P), by sludge microbes is essential in order to avoid eutrophication and deterioration of recipient surface waters (Seviour et al., 2003). The complexity of wastewater microbial communities, based on the analysis of 16S rRNA sequences, is known to be enormous (Chouari et al., 2005a,b) (Fig. 2). As we have very limited knowledge of composition, dynamics and stability of microbial communities, several processes in wastewater treatment are generally regarded as being a ‘black box’. Their improvement is often based on a trial-and-error approach, which leads to inconsistent results and unexpected behaviours (Daims et al., 2006a). In recent years, with the development of several new high-throughput sequencing platforms (Hall, 2007; Marsh, 2007), metagenome sequencing strategies (Schloss and Handelsman, 2005; Tringe and Rubin, 2005; Schmeisser et al., 2007) and bioinformatics toolboxes (Chen and Pachter, 2005; Tringe et al., 2005; Foerstner et al., 2006; Raes et al., 2007), the genome analysis of complex communities has become much more accessible, albeit by no means easier. Here we give a brief update of the current status of (meta)genome sequencing and mining of wastewater-related microorganisms and communities.

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Figure 1. Wastewater treatment plant near Arnhem, the Netherlands (photo M. Galardini).

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Figure 2. Bacterial diversity analysis in an anaerobic sludge digester. Neighbour-joining tree of bacterial 16S rRNA sequences showing different operational taxonomic units (OTUs). Number of OTUs is indicated on the branches, and total number of clones is indicated in brackets. Out-group is not shown. Adapted with permission from Chouari and colleagues (2005a). Copyright 2005, Society for Applied Microbiology and Wiley-Blackwell Publishers.

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Trends in wastewater genomics

  1. Top of page
  2. Trends in wastewater genomics
  3. Anaerobic digestion: Candidatus Cloacamonas acidaminovorans
  4. Enhanced biological phosphorus removal (EBPR)
  5. Nitrogen removal
  6. Understanding biofilm formation and flocculation
  7. Future focus
  8. Acknowledgements
  9. References

For decades, the putative key players in wastewater treatment processes were those that were culturable and well studied, while the really important species remained non-culturable or unknown (Crocetti et al., 2000; Chouari et al., 2005a). A variety of genomes of cultured microbes have been sequenced in the past 5 years, but now the focus is shifting towards culture-independent metagenome sequencing. Table 1, extracted from the GOLD database (Liolios et al., 2008), gives an overview of completed and ongoing sequencing projects, divided into relevant steps in wastewater treatment. Clearly the focus is still on bacteria, with virtually no information on archaea and eukarya, even though they are known to play a role in wastewater processes (Liu et al., 2008; Rehman et al., 2008). In many cases, wastewater microbes have first been enriched in laboratory bioreactors prior to metagenome sequencing (Strous et al., 2006; Maixner et al., 2008; Pelletier et al., 2008). In addition, metagenome sequences have provided a first insight into metabolic requirements of specific microbes, allowing further optimization of enrichment conditions (Garcia Martin et al., 2006). 16S rRNA sequences from metagenome libraries have been used to identify new bacterial divisions and species (Guermazi et al., 2008; Pelletier et al., 2008) and to visualize them using molecular techniques such as FISH (Roh et al., 2008; Yoon et al., 2008). Some recent breakthroughs are highlighted in more detail below.

Table 1.  Selected wastewater-relevant microbial genome sequencing projects. Adapted from the GOLD Database v2.0 (http://www.genomesonline.org).
PhylumOrganism(s)TypeSequencingHabitat/isolationOxygenSource
  1. NITE, National Institute of Technology and Evaluation, Japan; DSMZ, Deutsche Sammlung von Mikroorganismen und Zellkulturen, Germany; JGI, Joint Genome Institute, USA; NL, the Netherlands; JCVI, J. Craig Venter Institute, USA; NZ, New Zealand.

Anaerobic digestion
 UnclassifiedCandidatus Cloacamonas acidaminovoransMetagenomeCompleteSludge, wastewaterAnaerobePelletier et al. (2008)
 ProteobacteriaRubrivivax gelatinosus IL144GenomeIncompleteAquatic, sludgeFacultativeNITE
 FirmicutesAminomonas paucivorans GLU-3GenomeIncompleteAquatic, wastewaterAnaerobeDSMZ, JGI
 FirmicutesAminobacterium colombiense ALA-1GenomeIncompleteAquatic, wastewaterAnaerobeDSMZ, JGI
Anaerobic digestion and hydrogen production
 FirmicutesEthanoligenens harbinense YUAN-3TGenomeIncompleteSludgeAnaerobeDSMZ, JGI
Phosphorus removal
 ProteobacteriaCandidatus Accumulibacter phosphatisMetagenomeCompleteSludgeFacultativeGarcia Martin et al. (2006)
 GemmatimonadetesGemmatimonas aurantiaca T-27TGenomeCompleteWastewaterAerobeNITE
 UnclassifiedWastewater EBPR communityMetagenomeIncompleteSludgeFacultativeJGI
 ActinobacteriaMicrolunatus phosphovorus NM-1GenomeIncompleteSludgeAerobeNITE
Anaerobic ammonia oxidation (anammox)
 PlanctomycetesCandidatus Kuenenia stuttgartiensisMetagenomeIncompleteWastewaterAnaerobeStrous et al. (2006)
 PlanctomycetesBrocadia anammoxidansGenomeIncompleteAquaticAnaerobeUniversity of Nijmegen, NL
 PlanctomycetesGemmata obscuriglobus UQM 2246GenomeDraftAquaticAerobeJCVI
 UnclassifiedAnaerobic ammonium-oxidizing communityMetagenomeIncompleteAquaticAnaerobeJGI
Ammonia oxidation
 ProteobacteriaNitrosomonas europaea IFOGenomeCompleteSoil, aquaticAerobeChain et al. (2003)
 ProteobacteriaNitrosomonas eutropha C91 (C71)GenomeCompleteAquaticAerobeStein et al. (2007)
 ProteobacteriaNitrosomonas oligotropha Nm45GenomeIncompleteSoilAerobeJGI
 ProteobacteriaNitrosomonas sp. 17GenomeIncompleteMarineAerobeJCVI
Nitrite oxidation
 ProteobacteriaNitrobacter hamburgensis X14GenomeCompleteSoilAerobeStarkenburg et al. (2008)
 ProteobacteriaNitrobacter winogradskyi Nb-255GenomeCompleteSoilFacultativeStarkenburg et al. (2006)
 NitrospiraeNitrospira marina Nb-295GenomeIncompleteAquaticFacultativeJCVI
 NitrospiraeCandidatus Nitrospira defluviiGenomeIncompleteAquaticFacultativeGenoscope, France
 ProteobacteriaNitrospina gracilis Nb-211GenomeIncompleteAquaticFacultativeJCVI
Denitrification
 ProteobacteriaParacoccus denitrificans PD1222GenomeCompleteSoilAerobeJGI
 ProteobacteriaDelftia acidovorans SPH-1GenomeCompleteAquatic, sludge, soilAerobeJGI
 ProteobacteriaThiobacillus denitrificans ATCC 25259GenomeCompleteSoilFacultativeBeller et al. (2006)
Biofilm formation and flocculation
 ProteobacteriaAcidovorax temperansGenomeIncompleteSludgeAerobeUniversity of Auckland, NZ
Bulking
 ChloroflexiHerpetosiphon aurantiacus ATCC 23779GenomeCompleteAquaticAerobeJGI
 ChloroflexiAnaerolinea thermophila UNI-1GenomeIncompleteSludgeAnaerobeNITE

Anaerobic digestion: Candidatus Cloacamonas acidaminovorans

  1. Top of page
  2. Trends in wastewater genomics
  3. Anaerobic digestion: Candidatus Cloacamonas acidaminovorans
  4. Enhanced biological phosphorus removal (EBPR)
  5. Nitrogen removal
  6. Understanding biofilm formation and flocculation
  7. Future focus
  8. Acknowledgements
  9. References

Metagenomics projects involve not only species that are predominant in the wastewater treatment, but also minor members of the population. For instance, a new bacterial division (WWE1) belonging to the Spirochaetes, with no cultured representative, has been characterized (Chouari et al., 2005b). Members of this division are present in anaerobic digesters, generally as a subdominant group (< 10% of the population), where they perform the decomposition of organic matter into methane and CO2. Starting from a metagenomic analysis of sludge microbes from such a digester, Pelletier and colleagues (2008) succeeded in reconstructing the complete genome of a WWE1 bacterium, represented by only 2% of the fosmid library reads, using a novel sequencing and assembly strategy specifically designed during this project. The reconstruction started with seed sequences (fully sequenced fosmids on which WWE1 16S rRNA sequences were found), to which > 99% identical fosmid paired-end sequences from the metagenome library were added in an iterative fashion (Fig. 3). A circular genome of 2.2 Mb was then obtained by standard finishing techniques; its reconstruction was probably made possible by the extremely low sequence polymorphism of the dominant phylotype (Pelletier et al., 2008). This is the first time that such an iterative procedure had been used, and the first time ever a ‘complete’ genome from a previously unknown, uncultured and subdominant bacterium was reconstructed out of such a complex environment. Their procedure clearly shows promise for application to other wastewater-sequencing projects as well as to other environmental samples.

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Figure 3. Iterative assembly process of fosmid paired-end sequences used for reconstruction of the complete genome of Candidatus Cloacamonas acidaminovorans. Reprinted with permission from Pelletier and colleagues (2008); for details see their paper. Copyright 2008, American Society for Microbiology.

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Analysis of the in silico proteome revealed that the primary energy source for this bacterium is derived from the fermentation of amino acids and thus the provisional name ‘Candidatus Cloacamonas acidaminovorans’ was coined. Survival under minimal oxygen concentrations appears to be due to the presence of various enzymes that give protection against oxidative stress. Moreover, predictions about the consortium composition was made knowing that C. acidaminovorans can generate H2 and CO2 from the oxidation of propionate, because this pathway is possible only when H2-scavenging bacteria are present. An attempt to isolate this bacterium was made starting from the predicted nutrient needs and adding the putative syntrophic partners: unfortunately the attempt failed, probably because the real syntrophic bacteria are also non-culturable. Although it appears that this bacterial division is widespread in many anaerobic digesters, the importance of this species for the function of the digester is not clear yet.

Enhanced biological phosphorus removal (EBPR)

  1. Top of page
  2. Trends in wastewater genomics
  3. Anaerobic digestion: Candidatus Cloacamonas acidaminovorans
  4. Enhanced biological phosphorus removal (EBPR)
  5. Nitrogen removal
  6. Understanding biofilm formation and flocculation
  7. Future focus
  8. Acknowledgements
  9. References

Phosphorus removal is one of the key steps in wastewater treatment. Low inorganic phosphate (Pi) levels in treated water do not allow algal growth and thereby prevent eutrophication of water systems. The possibility to use so-called PAOs (polyphosphate-accumulating organisms) instead of more expensive chemical treatments is a strong incentive to improve our understanding of their physiology. WWTPs for enhanced biological phosphorus removal (EBPR) have an anaerobic treatment phase that precedes an aerobic phase, and selects for bacteria which accumulate large amounts of polyphosphate (Blackall et al., 2002). The consensus model of EBPR assumes that in the aerobic stage Pi is removed from wastewater by uptake and storage in PAOs as polyphosphate. In the anaerobic stage, the stored polyphosphate is consumed to provide energy for uptake and transformation of volatile fatty acids (VHAs, mostly acetate and propionate) into polyhydroxyalkanoates (PHAs). From a macroscopic point of view, the objective is to let the PAOs accumulate the phosphate inside their cells and then remove the bacteria by settling in a clarifier.

For a long time, culture-dependent analyses have pointed at members of the genus Acinetobacter as the key organism for the EBPR process (Deinema et al., 1985; Streichan et al., 1990). In recent years, new molecular techniques had revealed that in fact the most important member of the PAO community, called ‘Candidatus Accumulibacter phosphatis’, in EBPR reactors belongs to the order Rhodocyclales which has no cultured representatives (Hesselmann et al., 1999; Crocetti et al., 2000). Now, this organism has been highly enriched (60–80% of biomass) in two independent lab-scale reactors seeded with sludge from EBPR plants in the USA and Australia (Garcia Martin et al., 2006). Metagenome analysis of these two samples allowed assembly of a nearly complete composite genome of A. phosphatis, and indicated that the dominant strains in both reactors are closely related (> 95% identity at nucleotide level) (Garcia Martin et al., 2006). A comprehensive metabolic reconstruction was performed, and the EBPR-relevant anaerobic metabolism inferred from the genome is shown in Fig. 4. Moreover, gene sets for N fixation, CO2 fixation and high-affinity Pi transporters were identified, suggesting that A. phosphatis is also well adapted to nutrient-limited habitats such as freshwater. Cobalt dependence was inferred from the presence of cobalamin biosynthesis genes, allowing an enrichment of this species by growing in an N-free, cobalt-rich medium. Finally, a gene-centric analysis of all metagenome sequences obtained from the wastewater plant sample revealed an over-representation of genes related to the EBPR process (e.g. phosphate transporters, cobalt transporters and VFA-handling genes).

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Figure 4. EBPR-relevant aerobic metabolism inferred from the Accumulibacter phosphatis genome. In the aerobic phase, the lack of acetate prevents growth of other species, while the PHA reserves ensure its dominance in the reactor microbial ecosystem. The restoration of polyphosphate reserves via ATP depletes the water of Pi, thus giving rise to EBPR. Reprinted with permission from Garcia Martin and colleagues (2006). Copyright 2006, Macmillan Publishers.

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Metaproteomics studies of sludge microbes from a similar EBPR reactor in the UK confirmed the activities of these EBPR processes, but also highlighted the importance of fatty acid cycling, denitrification and the glyoxylate bypass in EBPR (Wilmes et al., 2008a,b). Many proteins were identified with the help of the template composite A. phosphatis genome (Garcia Martin et al., 2006), but numerous protein variants were also found, which presumably came from related species and strains, highlighting the likely importance of genetic variation for overall community homeostasis. These insights should provide leads to optimize consortia and maintain stable performance of EBPR systems.

Nitrogen removal

  1. Top of page
  2. Trends in wastewater genomics
  3. Anaerobic digestion: Candidatus Cloacamonas acidaminovorans
  4. Enhanced biological phosphorus removal (EBPR)
  5. Nitrogen removal
  6. Understanding biofilm formation and flocculation
  7. Future focus
  8. Acknowledgements
  9. References

Nitrogen elimination from wastewater involves three main processes: (i) nitrification, the oxidation of ammonia (NH3) via nitrite (NO2-) to nitrate (NO3-), (ii) denitrification, the reduction of nitrate to nitrogen gas (N2), and (iii) anaerobic ammonium oxidation (anammox), the direct combination of ammonia and nitrite into N2. Nitrogen gas is released to the air and thus removed from the wastewater.

Metagenome sequencing was used to decipher the 4.2 Mb genome of the uncultured anammox bacterium Kuenenia stuttgartiensis; this bacterium dominated the complex community in a laboratory bioreactor 1 year after inoculation with wastewater sludge (Strous et al., 2006). More than 200 genes relevant to anammox catabolism and respiration were detected in the genome, and confirmed earlier hypotheses that hydrazine (N2H4) and hydroxylamine (NH2OH) are intermediates in anammox catabolism. Now the question is how to culture this bacterium more rapidly, as controllable anammox is a highly desirable process in N removal. Analysis of the genome for nutrient requirements may provide the answers for overcoming their slow grow rate.

Nitrification is a two-step process, catalysed sequentially by ammonia-oxidizing bacteria (AOB) and nitrite-oxidizing bacteria (NOB). Nitrifying bacterial communities in flocs and biofilms in WWTPs are extremely complex and elucidation of their composition and dynamics offers unique opportunities for studying interactions, competition and niche differentiation (Juretschko et al., 1998; Daims et al., 2006a,b; Maixner et al., 2006; Moussa et al., 2006) (Fig. 5). A few genome sequences of some culturable members are available now (Table 1). The ammonia-oxidizing Nitrosomonas eutropha was found to have many genes for heavy metal and drug resistance, which could explain its presence in a polluted environment such as a WWTP (Stein et al., 2007). Members of the genus Nitrosomonas and Nitrobacter were long believed to be the main nitrifiers in wastewater treatment, but culture-independent techniques have now revealed a large diversity of yet uncultured and poorly characterized AOB and NOB, and suggest that the more important members may in fact be Nitrosococcus and Nitrospira (Juretschko et al., 1998; Moussa et al., 2006). An environmental metagenomics approach was used to sequence, identify and assemble a 137 kb genome fragment of ‘Candidatus Nitrospira defluvii’, which had been enriched from activated sludge from a domestic WWTP (Maixner et al., 2008). This contig, harbouring a 16S rRNA gene of N. defluvii, was surprisingly found to encode a chlorite dismutase, which converts chlorite (ClO2-) to chloride (Cl-) and O2. Enzymatic tests then confirmed that this highly active chlorite dismutase is expressed in situ in Nitrospira, indicating that this nitrite oxidizer may be involved in bioremediation of perchlorate (ClO4-) and chlorite. Survival of this species in a nitrifying WWTP may depend on this somewhat unique activity, as (per)chlorate-containing fertilizers, disinfectants and bleaching agents are all discharged into the environment. Furthermore, hypochlorite (ClO-) is often added to activated sludge to reduce the outgrowth of filamentous bacteria (Seka et al., 2003).

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Figure 5. Diversity and interactions in the nitrifying biofilm of a pilot-scale, sequencing batch biofilm reactor. A. Confocal micrograph showing co-aggregated nitrifying and other bacteria, detected by FISH with 16S rRNA-targeted oligonucleotide probes; different groups of bacteria are labelled with different colours. B. Simplification of interactions among different nitrifiers and heterotrophic bacteria in the biofilm. N. mobilis, Nitrosococcus mobilis. Reprinted with permission from Daims and colleagues (2006a). Copyright 2006, Elsevier Limited.

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Understanding biofilm formation and flocculation

  1. Top of page
  2. Trends in wastewater genomics
  3. Anaerobic digestion: Candidatus Cloacamonas acidaminovorans
  4. Enhanced biological phosphorus removal (EBPR)
  5. Nitrogen removal
  6. Understanding biofilm formation and flocculation
  7. Future focus
  8. Acknowledgements
  9. References

Good settling properties of activated sludge are important for the separation of sludge and treated wastewater. Setting problems, such as bulking and foaming, are often caused by excessive growth of filamentous bacteria (Martins et al., 2004). When the formation of so-called ‘flocs’, generally regarded as the centre of the desired metabolic reactions, is not controlled, this can result in excessive foaming and problems in oxygenation and settling. To better understand cell–cell interactions in wastewater treatment, the 4.2 Mb genome has been sequenced of the low-abundant bacterium Acidovorax temperans strain CB2, a model organism for biofilm and floc formation (Turner et al., 2008). Acidovorax temperans is present in the wastewater environment in microcolonies or as single cells. It exhibits two distinct morphological colony types with different properties in terms of biofilm and floc formation; for instance, it would appear that biofilm formation leads to poor settling ability. Data mining of the genome suggests that cell–cell interactions in biofilm formation are mediated by numerous factors, including nutritional signals, extracellular DNA and cell structures such as pili and exopolysaccharides.

Future focus

  1. Top of page
  2. Trends in wastewater genomics
  3. Anaerobic digestion: Candidatus Cloacamonas acidaminovorans
  4. Enhanced biological phosphorus removal (EBPR)
  5. Nitrogen removal
  6. Understanding biofilm formation and flocculation
  7. Future focus
  8. Acknowledgements
  9. References

Clean water is one of the most important aspects of life. Its availability is sometimes taken for granted, but when rivers and lakes turn eutrophic action is required. In our ‘developing world’ we need to focus on avoiding these problems. Opening the black box of biological wastewater treatment is not the daunting experience that is once was. The viable but non-culturable is no longer the non-sequencable, non-characterizable enigma that existed at one time. Metagenomics is leading the way for more specific studies in related fields. New microbial species can be named and classified, while associations, dependencies and hierarchies can be described. New intriguing enzymes and metabolic pathways will be discovered, and interactions between consortium members will be unravelled. Many bacterial and archaeal divisions will be studied in greater detail, and it is expected that many of them will become culturable, allowing a better use in the construction of bioreactors specific for different types of wastewater treatment. This new knowledge may someday lead to starter cultures for wastewater treatment in the same manner as yogurt and cheese starter cultures for the dairy industry. And finally, genomic studies of wastewater treatment microbes, apart from their biotechnological applications, are also an excellent test field for a variety of other burning ecological and environmental questions.

Acknowledgements

  1. Top of page
  2. Trends in wastewater genomics
  3. Anaerobic digestion: Candidatus Cloacamonas acidaminovorans
  4. Enhanced biological phosphorus removal (EBPR)
  5. Nitrogen removal
  6. Understanding biofilm formation and flocculation
  7. Future focus
  8. Acknowledgements
  9. References

We thank Eric Pelletier, Denis Le Paslier, Holger Daims and Abdelghani Sghir for permission and contributing their figures for re-use, and Greer Wilson for reading and correcting the manuscript. This project was carried out within the research programme of the Kluyver Centre for Genomics of Industrial Fermentation which is part of the Netherlands Genomics Initiative/Netherlands Organization for Scientific Research.

References

  1. Top of page
  2. Trends in wastewater genomics
  3. Anaerobic digestion: Candidatus Cloacamonas acidaminovorans
  4. Enhanced biological phosphorus removal (EBPR)
  5. Nitrogen removal
  6. Understanding biofilm formation and flocculation
  7. Future focus
  8. Acknowledgements
  9. References
  • Beller, H.R., Chain, P.S., Letain, T.E., Chakicherla, A., Larimer, F.W., Richardson, P.M., et al. (2006) The genome sequence of the obligately chemolithoautotrophic, facultatively anaerobic bacterium Thiobacillus denitrificans. J Bacteriol 188: 14731488.
  • Blackall, L.L., Crocetti, G.R., Saunders, A.M., and Bond, P.L. (2002) A review and update of the microbiology of enhanced biological phosphorus removal in wastewater treatment plants. Antonie Van Leeuwenhoek 81: 681691.
  • Chain, P., Lamerdin, J., Larimer, F., Regala, W., Lao, V., Land, M., et al. (2003) Complete genome sequence of the ammonia-oxidizing bacterium and obligate chemolithoautotroph Nitrosomonas europaea. J Bacteriol 185: 27592773.
  • Chen, K., and Pachter, L. (2005) Bioinformatics for whole-genome shotgun sequencing of microbial communities. PLoS Comput Biol 1: 106112.
  • Chouari, R., Le Paslier, D., Daegelen, P., Ginestet, P., Weissenbach, J., and Sghir, A. (2005a) Novel predominant archaeal and bacterial groups revealed by molecular analysis of an anaerobic sludge digester. Environ Microbiol 7: 11041115.
  • Chouari, R., Le Paslier, D., Dauga, C., Daegelen, P., Weissenbach, J., and Sghir, A. (2005b) Novel major bacterial candidate division within a municipal anaerobic sludge digester. Appl Environ Microbiol 71: 21452153.
  • Crocetti, G.R., Hugenholtz, P., Bond, P.L., Schuler, A., Keller, J., Jenkins, D., and Blackall, L.L. (2000) Identification of polyphosphate-accumulating organisms and design of 16S rRNA-directed probes for their detection and quantitation. Appl Environ Microbiol 66: 11751182.
  • Daims, H., Taylor, M.W., and Wagner, M. (2006a) Wastewater treatment: a model system for microbial ecology. Trends Biotechnol 24: 483489.
  • Daims, H., Maixner, F., Lucker, S., Stoecker, K., Hace, K., and Wagner, M. (2006b) Ecophysiology and niche differentiation of Nitrospira-like bacteria, the key nitrite oxidizers in wastewater treatment plants. Water Sci Technol 54: 2127.
  • Deinema, M.H., Van Loosdrecht, M.C.M., and Scholten, A. (1985) Some physiological characteristics of Acinetobacter spp. accumulating large amounts of phosphate. Water Sci Technol 17: 119125.
  • Foerstner, K.U., Von Mering, C., and Bork, P. (2006) Comparative analysis of environmental sequences: potential and challenges. Philos Trans R Soc Lond B Biol Sci 361: 519523.
  • Garcia Martin, H., Ivanova, N., Kunin, V., Warnecke, F., Barry, K.W., McHardy, A.C., et al. (2006) Metagenomic analysis of two enhanced biological phosphorus removal (EBPR) sludge communities. Nat Biotechnol 24: 12631269.
  • Guermazi, S., Daegelen, P., Dauga, C., Riviere, D., Bouchez, T., Godon, J.J., et al. (2008) Discovery and characterization of a new bacterial candidate division by an anaerobic sludge digester metagenomic approach. Environ Microbiol 10: 21112123.
  • Hall, N. (2007) Advanced sequencing technologies and their wider impact in microbiology. J Exp Biol 210: 15181525.
  • Hesselmann, R.P., Werlen, C., Hahn, D., Van Der Meer, J.R., and Zehnder, A.J. (1999) Enrichment, phylogenetic analysis and detection of a bacterium that performs enhanced biological phosphate removal in activated sludge. Syst Appl Microbiol 22: 454465.
  • Juretschko, S., Timmermann, G., Schmid, M., Schleifer, K.H., Pommerening-Roser, A., Koops, H.P., and Wagner, M. (1998) Combined molecular and conventional analyses of nitrifying bacterium diversity in activated sludge: Nitrosococcus mobilis and Nitrospira-like bacteria as dominant populations. Appl Environ Microbiol 64: 30423051.
  • Liolios, K., Mavromatis, K., Tavernarakis, N., and Kyrpides, N.C. (2008) The Genomes On Line Database (GOLD) in 2007: status of genomic and metagenomic projects and their associated metadata. Nucleic Acids Res 36: D475D479.
  • Liu, J., Yang, M., Qi, R., An, W., and Zhou, J. (2008) Comparative study of protozoan communities in full-scale MWTPs in Beijing related to treatment processes. Water Res 42: 19071918.
  • Maixner, F., Noguera, D.R., Anneser, B., Stoecker, K., Wegl, G., Wagner, M., and Daims, H. (2006) Nitrite concentration influences the population structure of Nitrospira-like bacteria. Environ Microbiol 8: 14871495.
  • Maixner, F., Wagner, M., Lucker, S., Pelletier, E., Schmitz-Esser, S., Hace, K., et al. (2008) Environmental genomics reveals a functional chlorite dismutase in the nitrite-oxidizing bacterium ‘Candidatus Nitrospira defluvii. Environ Microbiol May [Epub ahead of print].
  • Marsh, S. (2007) Pyrosequencing applications. Methods Mol Biol 373: 1524.
  • Martins, A.M., Pagilla, K., Heijnen, J.J., and Van Loosdrecht, M.C. (2004) Filamentous bulking sludge – a critical review. Water Res 38: 793817.
  • Moussa, M.S., Sumanasekera, D.U., Ibrahim, S.H., Lubberding, H.J., Hooijmans, C.M., Gijzen, H.J., and Van Loosdrecht, M.C. (2006) Long term effects of salt on activity, population structure and floc characteristics in enriched bacterial cultures of nitrifiers. Water Res 40: 13771388.
  • Pelletier, E., Kreimeyer, A., Bocs, S., Rouy, Z., Gyapay, G., Chouari, R., et al. (2008) ‘Candidatus Cloacamonas acidaminovorans’: genome sequence reconstruction provides a first glimpse of a new bacterial division. J Bacteriol 190: 25722579.
  • Raes, J., Foerstner, K.U., and Bork, P. (2007) Get the most out of your metagenome: computational analysis of environmental sequence data. Curr Opin Microbiol 10: 490498.
  • Rehman, A., Shakoori, F.R., and Shakoori, A.R. (2008) Heavy metal resistant freshwater ciliate, Euplotes mutabilis, isolated from industrial effluents has potential to decontaminate wastewater of toxic metals. Bioresour Technol 99: 38903895.
  • Roh, S.W., Sung, Y., Nam, Y.D., Chang, H.W., Kim, K.H., Yoon, J.H., et al. (2008) Arthrobacter soli sp. nov., a novel bacterium isolated from wastewater reservoir sediment. J Microbiol 46: 4044.
  • Schloss, P.D., and Handelsman, J. (2005) Metagenomics for studying unculturable microorganisms: cutting the Gordian knot. Genome Biol 6: 229.
  • Schmeisser, C., Steele, H., and Streit, W.R. (2007) Metagenomics, biotechnology with non-culturable microbes. Appl Microbiol Biotechnol 75: 955962.
  • Seka, M.A., Hammes, F., and Verstraete, W. (2003) Predicting the effects of chlorine on the micro-organisms of filamentous bulking activated sludges. Appl Microbiol Biotechnol 61: 562568.
  • Seviour, R.J., Mino, T., and Onuki, M. (2003) The microbiology of biological phosphorus removal in activated sludge systems. FEMS Microbiol Rev 27: 99127.
  • Starkenburg, S.R., Chain, P.S., Sayavedra-Soto, L.A., Hauser, L., Land, M.L., Larimer, F.W., et al. (2006) Genome sequence of the chemolithoautotrophic nitrite-oxidizing bacterium Nitrobacter winogradskyi Nb-255. Appl Environ Microbiol 72: 20502063.
  • Starkenburg, S.R., Larimer, F.W., Stein, L.Y., Klotz, M.G., Chain, P.S., Sayavedra-Soto, L.A., et al. (2008) Complete genome sequence of Nitrobacter hamburgensis X14 and comparative genomic analysis of species within the genus Nitrobacter. Appl Environ Microbiol 74: 28522863.
  • Stein, L.Y., Arp, D.J., Berube, P.M., Chain, P.S., Hauser, L., Jetten, M.S., et al. (2007) Whole-genome analysis of the ammonia-oxidizing bacterium, Nitrosomonas eutropha C91: implications for niche adaptation. Environ Microbiol 9: 29933007.
  • Streichan, M., Golecki, J.R., and Schon, G. (1990) Polyphosphate-accumulating bacteria from sewage treatment plants with different processes for biological phosphorus removal. FEMS Microbiol Ecol 73: 113124.
  • Strous, M., Pelletier, E., Mangenot, S., Rattei, T., Lehner, A., Taylor, M.W., et al. (2006) Deciphering the evolution and metabolism of an anammox bacterium from a community genome. Nature 440: 790794.
  • Tringe, S.G., and Rubin, E.M. (2005) Metagenomics: DNA sequencing of environmental samples. Nat Rev Genet 6: 805814.
  • Tringe, S.G., Von Mering, C., Kobayashi, A., Salamov, A.A., Chen, K., Chang, H.W., et al. (2005) Comparative metagenomics of microbial communities. Science 308: 554557.
  • Turner, S., Brown, C., Pichler, F., Leahy, S., Heijstra, B., Galapaththige, D., et al. (2008) Development of Acidovorax temperans as a model organism to investigate cell–cell interactions in activated sludge. In Genomes 2008: Functional Genomics of Microorganisms. Buchreiser, C. (ed.). Paris, France: Institute Pasteur, p. 211.
  • Wilmes, P., Wexler, M., and Bond, P.L. (2008a) Metaproteomics provides functional insight into activated sludge wastewater treatment. PLoS ONE 3: e1778.
  • Wilmes, P., Andersson, A.F., Lefsrud, M.G., Wexler, M., Shah, M., Zhang, B., et al. (2008b) Community proteogenomics highlights microbial strain-variant protein expression within activated sludge performing enhanced biological phosphorus removal. ISME J May 1 [Epub ahead of print].
  • Yoon, J.H., Kang, S.J., Ryu, S.H., Jeon, C.O., and Oh, T.K. (2008) Hydrogenophaga bisanensis sp. nov., isolated from wastewater of a textile dye works. Int J Syst Evol Microbiol 58: 393397.