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Applied and Environmental Microbiology, June 2002, p. 2763-2769, Vol. 68, No. 6
0099-2240/02/$04.00+0 DOI: 10.1128/AEM.68.6.2763-2769.2002
Copyright © 2002, American Society for Microbiology. All Rights Reserved.
Myeong-Woon Kim,
Chun-Hsiung Hung,
and Daniel R. Noguera*
Department of Civil and Environmental Engineering, University of WisconsinMadison, Madison, Wisconsin 53706
Received 18 December 2001/ Accepted 13 March 2002
| ABSTRACT |
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| INTRODUCTION |
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The work presented here was designed to test the relevance of the Rhodocyclus-related organism identified by Hesselmann et al. (11) and Crocetti et al. (7) for phosphorus removal in full-scale WWTPs. Activated sludge samples from three full-scale WWTPs were analyzed by fluorescent in situ hybridization (FISH) targeting activated sludge samples and PAO-rich subsamples obtained by physically separating PAOs from other microorganisms present in activated sludge. In addition, the Rhodocyclus-related organisms in the three treatment plants were evaluated by comparative analysis of partial 16S ribosomal DNA (rDNA) sequences recovered from the activated sludge samples.
| MATERIALS AND METHODS |
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Microscopic analysis.
Grab samples of activated sludge were collected from the end of the aerobic stage of each full-scale treatment plant and were stored on ice during transport to the laboratory. Dispersion of flocs and cell fixation were performed within 2 h of sampling. Settled mixed liquor samples were mechanically disrupted by repetitive purging through a 26-gauge needle at least 30 times. Samples were then fixed in 3% paraformaldehyde in phosphate-buffered saline (130 mM NaCl, 10 mM Na2HPO4; pH 7.2) for 30 min at room temperature. Following fixation, cells were washed to remove the fixative, collected by filtration with a 0.2-µm-pore-size polycarbonate filter, and transferred to gelatin-coated slides (2). Polyphosphate staining was performed for 1 h with a 1-µg ml-1 DAPI (4',6'-diamidino-2-phenylindole) solution (13a, 26).
FISH was performed by using established protocols (17). Table 1 summarizes the oligonucleotide probes used in this study, along with the hybridization conditions and related references. Unlabeled BET42a and GAM42a were used as competitors for each other as previously described (24). For hybridization of Rhodocyclus-related organisms, a combination of four probes (RHC439, PAO462b, PAO651, and PAO846b) was used to increase the fluorescent response, as previously reported (7). The Rhodocyclus-specific probes PAO462b and PAO846b were derived from the original PAO462 and PAO846 probes designed by Crocetti et al. (7) by introducing a degeneracy that allowed inclusion of two Rhodocyclus-related clones previously retrieved from the Nine Springs WWTP (UCT N123 and UCT N141 in Fig. 2). Cells were visualized with a Zeiss Axioplan 2 epifluorescent microscope (Carl Zeiss, Thornwood, N.Y.). A typical microscopic analysis consisted of manually counting fluorescently labeled cells in at least 10 photographs per well for duplicate wells, which resulted in total counts of 500 to 1,500 cells per sample. The 95% confidence intervals were typically ±5 to 10%.
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Physical separation of PAOs.
Separation of PAOs from non-PAOs was achieved by two different methods by using previously described protocols (Hung et al., submitted.). The first method relied on the higher buoyant density of some PAOs than of other organisms in the activated sludge samples. Briefly, aliquots of mechanically dispersed (26-gauge needle, 30 passes) sludge were added to centrifuge tubes containing a 20% Percoll colloidal suspension (Pharmacia, Uppsala, Sweden) and centrifuged for 60 min at 32,000 x g to establish a density gradient. With this procedure, PAOs accumulated at the bottom of each of the centrifuge tubes, while the majority of the other cells were concentrated towards the centers of the tubes (Hung et al., submitted.).
The second separation method was based on the differential staining of PAOs and non-PAOs with DAPI (Hung et al., submitted.). Activated sludge samples were fixed and dispersed as described above, and they were stained with DAPI (final concentration, 5 µg ml-1) overnight on ice. Flow cytometry was performed with a FACStar Plus dual-laser flow cytometer (Becton Dickinson, San Jose, Calif.). DAPI was excited with multiline UV light generated with a krypton laser, and emission signals were collected through a 450/50 band pass filter and a 575/25 band pass filter. In this analysis, DAPI-stained PAOs have a high 575/450 fluorescence ratio, a characteristic that can be used to sort out the PAOs and obtain a PAO-rich subpopulation (26; Hung et al., submitted.).
Clone libraries.
Two different clone libraries were obtained from the activated sludge samples analyzed. Sequences of 16S rRNA genes from organisms related to Rhodocyclus were retrieved by PCR amplification by using RHC439f (5'-TCGGCGGGGAAGAAATNG-3') (11) and universal primer 1492r (5'-GGYTACCTTGTTACGACTT-3') (14). Each reaction tube contained 50 µl of 1x PCR buffer B, 2.5 U of Taq polymerase (Promega, Madison, Wis.), each primer at a concentration of 0.4 µM, each deoxynucleoside triphosphate at a concentration of 0.2 mM, 2.5 mM MgCl2, 100 µg of bovine serum albumin ml-1, and
100 ng of genomic DNA. Taq polymerase was added after a 5-min hot start at 80°C; this was followed by an initial denaturation step at 94°C and 30 cycles of denaturation (90 s at 94°C), annealing (60 s at 65°C), and extension (180 s at 72°C) and then a final extension step at 72°C for 7 min. The temperature cycle was optimized for amplification of sequences without mismatches compared to RHC439f by using clones UTC N032 and UTC N173, which had one mismatch and no mismatch compared to RHC439f, respectively. Amplification products were verified by gel electrophoresis and were purified by using a Qiaex II gel extraction kit (Qiagen, Valencia, Calif.). Purified fragments were ligated to the pGEM-T vector (Promega) and transformed into Escherichia coli strain JM109 competent cells. Plasmids were extracted by using the Wizard Plus miniprep DNA purification system (Promega). Plasmid inserts were cycle sequenced with a Big Dye sequencing kit (Applied Biosystems, Foster City, Calif.) by using T7 and SP6 primers and approximately 1 µg of plasmid template. Products were purified by using Autoseq G-50 columns (Amersham Pharmacia Biotech Inc., Piscataway, N.J.) and then separated and analyzed with an automated DNA sequencer (ABI model 377XL; Applied Biosystems).
Additional information for Rhodocyclus-related PAOs in the Nine Springs treatment plant was obtained by PCR amplification of 16S rDNA fragments from a PAO-rich subpopulation obtained by density centrifugation. In this case, DNA was extracted from cells that accumulated at the bottom of each of the centrifuge tubes and was purified from LMP agarose gels (Promega) by using Wizard PCR preps (Promega). Amplification was performed with the 27f and 1492r universal primers (14). The thermocycler conditions included an initial denaturation step of 5 min at 94°C, 30 cycles of 1 min at 94°C, 2 min at 52°C, and 3 min at 62°C, and 30 min of incubation at 72°C. Following amplification, samples were again verified and purified from LMP agarose gels (Promega) by using Wizard PCR preps (Promega). The subsequent steps were identical to those described above for the Rhodocyclus-specific libraries, except that putative clones were initially screened by amplification with the T7 and SP6 primers, followed by gel electrophoresis. The amplified inserts were also used for restriction fragment length polymorphism analysis with the HaeIII restriction enzyme (Amersham Pharmacia Biotech Inc.).
Retrieved sequences were compared with available 16S rDNA sequences by using BLAST (1). Sequences were aligned with ClustalX software (22). The Phylip software package was used for construction of phylogenetic trees by the neighbor-joining method and for construction of similarity matrixes (8, 21).
Nucleotide sequence accession numbers.
The nucleotide sequences determined in this study have been deposited in the GenBank database under accession numbers AY062125, AY062126, AF450455 to AF450477, and AY064176 to AY064192.
| RESULTS AND DISCUSSION |
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Physical separation and analysis of PAOs.
By simultaneously performing DAPI staining of intracellular polyphosphate granules and FISH (26), it was possible to visualize some Rhodocyclus-positive cells that contained polyphosphate granules in samples from the two EBPR process WWTPs studied, which confirmed the involvement of these organisms in phosphorus removal. However, when the numbers of PAO in DAPI-stained and DAPI-stained FISH samples were compared, it was evident that the number of polyphosphate-positive cells decreased when the samples were subjected to the hybridization and washing steps of the FISH protocol (19, 26). Therefore, to obtain meaningful quantification of the number of Rhodocyclus-positive cells that contained polyphosphate, we developed two procedures to physically separate PAO from other organisms in activated sludge. After the physical separation, the resulting PAO-rich subpopulations were used for further analyses.
Initially, PAO separation and concentration were accomplished based on differences in buoyant density between PAOs and non-PAOs. When activated sludge samples from the Nine Spring WWTP were subjected to density gradient separation, a large number of PAOs were concentrated in the bottoms of centrifuge tubes, while the majority of the cells in the samples clustered in the middle of the tubes (Hung et al., submitted.). The density centrifugation method produced subpopulations containing as much as 43% PAOs. The presence of Rhodocyclus-related organisms in these PAO-rich subpopulations was evaluated by FISH and by comparative 16S rDNA sequence analyses. These analyses revealed that Rhodocyclus-related organisms preferentially accumulated in the bottoms of the centrifuge tubes, a result that was consistent with the importance of Rhodocyclus-related PAOs in the full-scale EBPR process.
The PAO-rich subsample obtained by density centrifugation was also examined for the presence of Rhodocyclus-related organisms by creating a clone library of nearly complete 16S rDNA fragments by performing PCR amplification with universal primers. Of a total of 70 unique clones retrieved and sequenced, 6 were closely related to the Rhodocyclus tenuis subgroup of the ß subclass of the Proteobacteria (ß-Proteobacteria) (designated UCT N clones). A sequence similarity evaluation indicated that three of the retrieved clones (UCT N112, UCT N161, and UCT N173) were >98% similar to the clone used as the basis for the proposal of the new genus and species Candidatus A. phosphatis made by Hesselmann et al. (11), suggesting that Candidatus A. phosphatis is present in full-scale EBPR processes.
An independent approach to physically separate PAOs from non-PAOs was employed to focus further phylogenetic analyses on PAOs. As described elsewhere (26; Hung et al., submitted.), DAPI can be used to differentially stain PAOs and allow efficient separation by flow cytometry. When applied to activated sludge samples from the full-scale EBPR reactors, this method produced subpopulations with 58 and 52% PAOs for the Nine Springs and Dane-Iowa WWTPs, respectively. For the Racine WWTP, it was not possible to recover a PAO-rich subpopulation, as differential staining did not reveal any significant concentration of PAOs in the samples.
The PAO-rich subsamples obtained by flow cytometry were evaluated by FISH by using probes for taxonomically defined groups, as well as the set of probes for Rhodocyclus-related bacteria (Table 2). For the Nine Springs samples, concentration of Rhodocyclus-positive cells and members of the ß-Proteobacteria was evident in the flow cytometry PAO-rich subsamples, while other taxonomic groups were not significantly concentrated. This result was similar to that obtained when PAOs were concentrated by density centrifugation and provided independent validation of the involvement of Rhodocyclus-positive cells in phosphate removal at this full-scale EBPR plant. In contrast, the sorted samples obtained from the Dane-Iowa WWTP showed a smaller increase in Rhodocyclus-positive cells (i.e., from 13 to 18%) and did not result in concentration of any of the broad taxonomic groups analyzed. These results suggested that the Rhodocyclus-positive population was less important for phosphorus removal in the Dane-Iowa WWTP. Furthermore, since none of the taxonomic groups were significantly concentrated while PAOs were concentrated from 22 to 52%, the polyphosphate-accumulating activity at the Dane-Iowa WWTP may either be distributed among a diverse group of organisms or be concentrated in organisms not targeted by the probes used in this study.
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Indirect evaluation of the relative number of cells that were simultaneously polyphosphate positive and Rhodocyclus positive was accomplished by comparing the individual populations with these two characteristics in the activated sludge and PAO-rich samples. If the bacterial community in the activated sludge is broadly defined as having four distinct groups, namely, Rhodocyclus-positive and polyphosphate-positive cells (A), Rhodocyclus-positive and polyphosphate-negative cells (B), Rhodocyclus-negative and polyphosphate-positive cells (C), and Rhodocyclus-negative and polyphosphate-negative cells (D), then the mass balances for total cells, Rhodocyclus-positive cells (Rhcy+), and polyphosphate-positive cells (PolyP+) could be represented by equations 1 through 3, respectively; microscopic analyses of FISH data and DAPI-stained activated sludge provided experimental estimates of the Rhodocyclus-positive cells and the polyphosphate-positive cells (Table 2).
![]() | (1) |
![]() | (2) |
![]() | (3) |
Furthermore, the PAO-rich subpopulations obtained by flow cytometry provide additional information concerning the composition of the activated sludge community. If n and m represent the concentrations of cells with and without polyphosphate in a PAO-rich subpopulation, respectively, and the concentration factor is independent of whether a cell is Rhodocyclus positive, then equations 4 through 6 can be used to describe equivalent mass balances in the PAO-rich samples; estimates of (Rhcy+)conc and (PolyP+)conc were obtained from independent quantifications of Rhodocyclus-positive and polyphosphate-positive cells in the PAO-rich subsamples (Table 2).
![]() | (4) |
![]() | (5) |
![]() | (6) |
Equations 1 through 6 form a system of six independent equations with six unknowns that can be solved for the Nine Springs and Dane-Iowa samples by using the data presented in Table 2. Accordingly, for the Nine Springs samples, the percentage of cells that were simultaneously Rhodocyclus positive and polyphosphate positive was estimated to be 20%. Since the total PAO population at Nine Springs was 28% of the total population, then Rhodocyclus-related cells accounted for 73% of the total PAO population. This calculation suggested that a significant fraction of the phosphate removal activity at Nine Springs is catalyzed by Rhodocyclus-related organisms. Moreover, the proportion of Rhodocyclus-related organisms in the Nine Springs activated sludge was 18% ± 6%, and thus, this analysis suggests that all the Rhodocyclus-positive cells in this sludge were actively participating in the EBPR process. Although some Rhodocyclus-positive, polyphosphate-negative cells have been observed in Nine Springs samples (26), our analysis suggests that this population is a minor component of the microbial community. For the Dane-Iowa WWTP, the calculated percentage of Rhodocyclus-positive and polyphosphate-positive cells (as determined by using equations 1 through 6 and the data in Table 2) was 6%. With a total PAO percentage in this treatment plant of 22%, Rhodocyclus-related cells represented 26% of the total PAO community, suggesting that the involvement of these organisms in phosphorus removal activity is less significant at Dane-Iowa than at Nine Springs. In addition, since the measured percentage of Rhodocyclus-related cells in the Dane-Iowa WWTP was 13% ± 7%, about one-half of the cells identified as Rhodocyclus-positive cells did not contain polyphosphate and were probably not involved in the EBPR process. For the Racine samples, a similar analysis was not possible because a PAO-rich subpopulation was not observed and because these samples exhibited high background fluorescence in FISH experiments. Nevertheless, the inability to obtain a PAO-rich subpopulation is consistent with this plant removing phosphorus by chemical precipitation instead of EBPR.
The differences in the enrichment of Rhodocyclus-related organisms in the three WWTPs probably reflect operational differences. Operation of the Nine Springs WWTP as a University of Cape Town process without nitrate recycling optimizes the separation of anaerobic, anoxic, and aerobic stages in the reactor. In contrast, the Dane-Iowa WWTP operates as an aerated-anoxic process plant in which simultaneous nitrification and denitrification are promoted and a strictly anaerobic environment is not observed (20). Under these circumstances, competition between PAO and denitrifying bacteria for volatile fatty acids might create less favorable conditions for enrichment of Rhodocyclus-related bacteria and favor enrichment of PAO not related to Rhodocyclus. Other important operational parameters that might result in differential enrichment of Rhodocyclus-related organisms in the two EBPR processes are the solids retention time (9 days for Nine Springs and 20 days for Dane-Iowa) and the significantly longer phosphate release stage in the Dane-Iowa process (11 h of aerated-anoxic stage) than in the Nine Springs WWTP (1.8 h of anaerobic stage). The failure to detect sequences related to Candidatus A. phosphatis in the non-EBPR Racine WWTP likely reflects the absence of cyclic anaerobic-aerobic conditions in this process.
Rhodocyclus-positive sequences from full-scale WWTPs.
In order to evaluate the diversity of microorganisms that hybridized with the set of Rhodocyclus-related probes used in this study, a clone library of 16S rRNA genes related to Rhodocyclus was constructed from DNA extracted from activated sludge samples from all three WWTPs. The phylogenetic relationship of the recovered clones to Candidatus A. phosphatis and other Rhodocyclus-related organisms is summarized in Fig. 2. Several sequences recovered from the two full-scale EBPR processes (UCT NS clones retrieved from the Nine Springs WWTP and Orbal D clones retrieved from the Dane-Iowa WWTP) clustered with Candidatus A. phosphatis and related clones previously retrieved from bench-scale acetate-fed reactors (7, 11, 15), supporting the industrial importance of these organisms. However, significant differences were also observed between the two EBPR processes. While the majority of the clones from Nine Springs clustered with Candidatus A. phosphatis, the majority of the clones from Dane-Iowa formed an independent branch, with similarities of <97% with other sequences shown in Fig. 2. This result is consistent with the observations and calculations based on FISH, which indicated that organisms related to Rhodocyclus were more important for phosphorus removal in the Nine Springs WWTP. Furthermore, these results suggested that the Rhodocyclus-positive, polyphosphate-negative organisms observed in Dane-Iowa samples might not be in the Candidatus A. phosphatis cluster. Finally, when the same protocol was applied to activated sludge samples from the non-EBPR Racine WWTP, all of the recovered clones (R clones) were associated with Dechlorimonas agitatus rather than with Candidatus A. phosphatis.
The Rhodocyclus-related clones recovered from each treatment plant are also useful for assessing the specificity of the set of probes used in the FISH analysis. The stringency of the in situ hybridization analyses conducted in this study was determined by using the formamide concentrations recommended by Crocetti et al. (7). Due to the unavailability of pure cultures, these authors estimated the optimal stringency for their enriched cultures by comparing the morphologies of the hybridized cells at different levels of formamide and selecting a formamide concentration that allowed hybridization only to a single morphotype (7). Because pure cultures are still unavailable, it is difficult to accurately assess the specificity of the hybridization of the four probes to the activated sludge from the full-scale processes. However, the additional sequences recovered here from full-scale WWTPs provided a larger data set for analyzing probe specificity. For probe RHC439, it is likely that all the recovered clones corresponded to cells that hybridized to this probe, as RHC439f was used as the forward primer in the PCR amplification procedure and the PCR conditions were optimized by using clones with zero and one mismatches. As the amplified region contained the target sites for the other three probes used, the number of mismatches of these probes compared to the sequences of the organisms represented by the recovered clones was determined. A summary of this analysis is presented in Table 3. If the conservative assumption that probes with zero to two mismatches partially contributed to the observed hybridization intensity was made, all the representatives of Candidatus A. phosphatis and the UCT NS cluster were likely quantified by FISH. On the other hand, the independent cluster of Dane-Iowa clones and the sequences that clustered with Propionibacter pelophilus or D. agitatus had at least two mismatches with at least two of the four probes, and therefore the contributions of these sequences to the quantification of Rhodocyclus-positive cells during FISH was probably minimal. The recovered clones Orbal D41, Orbal D31, and Orbal D55 had lower numbers of mismatches and probably contributed to the Dane-Iowa Rhodocyclus-positive population, despite having only 95 to 97% overall similarity with the Candidatus A. phosphatis cluster. All clones recovered from the Racine WWTP had one, three, and two mismatches with probes PAO462b, PAO651, and PAO846b, respectively, which probably resulted in weak fluorescent signals and contributed to the difficulty in quantifying Rhodocyclus-positive cells in the Racine samples.
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| ACKNOWLEDGMENTS |
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This work was supported by National Science Foundation grants BES-9875642 and BES-9909103. Additional support was provided by U.S. Filter/Envirex and by the University-Industry Relations Program of the University of Wisconsin-Madison.
| FOOTNOTES |
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Present address: Department of Civil and Environmental Engineering, Arizona State University, Tempe, AZ 85287. ![]()
Present address: Department of Environmental Engineering, Daejin University, Pocheon, Korea. ![]()
Present address: Department of Environment Engineering, National Chung-Hsing University, Taichung, Taiwan. ![]()
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