Previous Article | Next Article ![]()
Applied and Environmental Microbiology, June 2006, p. 4105-4114, Vol. 72, No. 6
0099-2240/06/$08.00+0 doi:10.1128/AEM.02694-05
Copyright © 2006, American Society for Microbiology. All Rights Reserved.
Center of Marine Biotechnology, University of Maryland Biotechnology Institute, Baltimore, Maryland 21202
Received 14 November 2005/ Accepted 20 March 2006
|
|
|---|
|
|
|---|
Previous studies of the microbial communities in chicken litter have focused on culturable communities and the detection of possible pathogens or antibiotic resistance markers within the litter (13, 14, 16). Culturable bacterial counts in litter ranging from 107 to 109 CFU per gram (dry weight) of litter have been reported (18, 19). This study combines a culturable and molecular approach to evaluate the complete microbial community throughout the recycling process. Odors of the litter and final product are measured, and modification of offensive odors is attempted by microbial supplementation. The earthy aroma of natural soil is due to the production of a volatile compound called geosmin (7). Geosmin and related volatiles are produced by actinomycete bacteria in the genus Streptomyces which are abundant in soils. Spores of Streptomyces spp. were added to the fertilizer production process to assess whether the odor of the final product could be improved by this approach.
|
|
|---|
Culturable isolates.
Viable counts were measured by dilution plating onto plate count agar (Difco, Detroit, MI). Actinomycete isolation media ISP2 medium (Difco) and R2A (Difco) agar, supplemented with a final concentration of 10 µg ml1 nalidixic acid, 10 µg ml1 cycloheximide, and 25 µg ml1 nystatin, were inoculated for specific isolation of actinomycetes. Selected isolates were identified by 16S rRNA gene sequence analysis. DNA was extracted from these isolates by using the Ultra Clean Microbial DNA isolation kit (MoBio Laboratories Inc., Carlsbad, CA) and identified by 16S rRNA gene sequencing.
Spore production.
Spores from isolates that produced earthy aromas were harvested for augmentation of litter. Pure cultures were grown on solid ISP2 medium (Difco) incubated at 30°C until sporulation. Spores and mycelium were harvested by scraping material from plates and storing it as a dry powder at 4°C.
Nucleic acid extraction.
DNA was extracted from chicken litter samples by a method utilizing chemical and mechanical lysis and CsCl gradient purification. Stringent purification of DNA was required to remove humic acids and other contaminants from the litter samples prior to PCR amplification. Samples (1 g) were resuspended in 5 ml of SET buffer (2% sucrose, 50 mM EDTA, 10 mM Tris-HCl, pH 8) containing 10 mg/ml1 lysozyme in a screw-cap 15-ml centrifuge tube and incubated at 37°C for 1 h with shaking. Sterile zirconia beads (1.0-mm and 0.1-mm diameter; 1 g of each) (Biospec Products, Bartlesville, OK) were added and tubes attached to a vortex platform shaker on full speed for 10 min. Samples were centrifuged at 2,800 x g for 10 min and supernatants collected in clean 50-ml centrifuge tubes. Pellets were resuspended in 5 ml phosphate-buffered saline buffer (140 mM NaCl, 2.7 mM KCl, 10 mM Na2HPO4, and 1.8 mM KH2PO4, pH 7.4) containing 20 mg proteinase K and incubated at 37°C for 30 min prior to transfer to 65°C for 1 h with shaking. Samples were centrifuged at 2,800 x g for 10 min, pooled, and extracted with phenol and chloroform until the aqueous phase was clear although some pigmentation was still apparent. Nucleic acids were precipitated with addition of a 1/10 volume of 3 M sodium acetate and 2 volumes of ethanol at 20°C for at least 2 h. Pellets were resuspended in Tris-EDTA (TE) and supplemented with CsCl to a concentration of 1 g/ml. Ethidium bromide was added, and samples were sealed in Quick-Seal tubes (Beckman, Fullerton, CA) centrifuged in a Vti65 rotor (Beckman) at 194,000 x g for 16 h. DNA bands were visualized under UV light, removed, and dialyzed against TE. DNA was ethanol precipitated, dried, and resuspended in TE buffer.
Denaturing gradient gel electrophoresis (DGGE).
Primers P2 and P3 (17) were used to amplify a 195-bp region of the rRNA gene corresponding to position 341 to position 534 in the 16S rRNA gene of Escherichia coli. PCR amplification was performed on 100 ng of DNA with Platinum Taq (Invitrogen, Carlsbad, CA) and 25 pmol of each primer. The cycling conditions were a hot start at 94°C for 5 min followed by 30 cycles of 92°C for 1 min, 55°C for 1 min, and 72°C for 1 min and a final extension step of 72°C for 5 min. Thermal cycling was performed in a PTC-200 cycling system (MJ Research, Waltham, MA). The final PCR product was loaded onto a 6% acrylamide gel with a denaturing gradient of 40 to 70%. Electrophoresis was performed using the D-Code system (Bio-Rad, Hercules, CA) in 1x TAE (20 mM Tris acetate, 10 mM sodium acetate, 0.5 mM EDTA) at a constant temperature of 60°C and 60 V for 16 h. The gel was stained with 1x SYBR green (Molecular Probes Inc., Eugene, OR) for 10 min and visualized with the Typhoon 9410 image system (Amersham Biosciences, United Kingdom).
Amplification, cloning, and sequencing of 16S rRNA gene fragments.
PCR amplification of the 16S rRNA gene was performed using 100 ng DNA with universal 16S rRNA gene primers 8-27f and 1492r (11) specific for 16S rRNA genes from bacteria. Three replicate reactions were done for each sample using high-fidelity Taq polymerase to reduce errors during the amplification (Platinum Taq High Fidelity; Invitrogen) and a low cycle number (25 cycles). Cycling conditions were a hot start at 94°C for 5 min; 20 cycles of 92°C for 30 s, 48°C for 2 min, and 72°C for 1.5 min; and a final extension step at 72°C for 5 min. The samples were pooled and gel purified using the QIAGEN gel extraction kit (QIAGEN, Valencia, CA) and cloned into E. coli using the TOPO XL kit (Invitrogen). A negative-control reaction was performed where no litter-extracted DNA was added. Resultant clones were sequenced by Lark Technologies Bioscience Corporation (Houston, TX) using the M13 forward primer. Clones from which >500 bp of sequence from the 5' end of the 16S rRNA gene were obtained were included in the phylogenetic analysis.
Phylogenetic analysis.
Sequences were compared to those in GenBank using the Basic Local Alignment Search Tool (BLAST) (1) to determine approximate phylogenetic affiliations. Chimeric sequences were identified using the program CHECK_CHIMERA (15). Partial sequences were manually compiled and aligned using Phydit software (3). The evolutionary tree was generated using the neighbor-joining (21), Fitch-Margoliash (6), and maximum parsimony (10) algorithms in the PHYLIP package (5). Evolutionary distance matrices for the neighbor-joining and Fitch-Margoliash methods were generated as described by Jukes and Cantor (9). The robustness of inferred tree topologies was evaluated after 1,000 bootstrap resamplings of the neighbor-joining data.
Headspace gas chromatography using SPME.
Headspace gas chromatography is an analytical technique designed to measure volatile compounds contained in a less volatile matrix like chicken litter. It is used in determinations such as alcohol in blood (e.g., in drunk driving cases), residual solvents in food packaging and pharmaceuticals, and flavor volatiles and organic solvents responsible for water pollution. Solid-phase microextraction (SPME) involves a fiber coated with a liquid (polymer), a solid (sorbent), or a combination of the two. The fiber coating removes the compounds (e.g., aromas) from the sample by absorption in the case of liquid coatings or adsorption in the case of solid coatings. In this study the odors are absorbed onto a thin film of polymer and then released by thermal desorption into a gas chromatograph. We employed a commercial product that is designed exclusively for aroma analysis. The AromaTrax (Microanalytics, Round Rock, TX) is an integrated multidimensional gas chromatography-olfactory system designed for the analysis of aromas, flavors, and odors. The SPME film collects enough material in approximately 2 cubic millimeters of absorbing material to permit the detection of all pertinent aroma compounds at an odor sniff port. The desorbed SPME volatiles are injected into and separated by a single-column (30-m by 0.53-mm Solgel-WAX) gas chromatographic system and detected by mass spectrometry (MS) and the human nose at a sniff port (olfactory detector). The configuration of the gas chromatograph-mass spectrometer (GC/MS) permits the odors to be detected organoleptically and simultaneously quantified and identified. In order to perform these functions an open split interface was added to the GC/MS configuration. The open split interface permits the use of the higher-flow, higher-capacity megabore columns while ensuring that the exit of the analytical column is maintained at atmospheric pressure, thus ensuring optimized chromatographic performance regardless of the high vacuum at the mass spectrometer. The use of the open split interface also makes it possible to vary the split ratio between the olfactory port and the mass spectrometer. For the current application the flow to each of the open split interface ports was 2 cm3 min1. To help in the organoleptic identification, the output of the olfactory port was humidified with 10 cm3 min1 of water-saturated breathing air.
Sample preparation.
Each sample (10 g) was placed in a clear borosilicate (I-CHEM, Rockwood, TN) environmental sampling vial with a screw-top Teflon septum cap. Each vial was equilibrated for 24 h at 30°C in a constant-temperature incubator. Volatiles were sampled from the headspace of each vial using a 2-cm SPME filter assembly (Supelco, Bellefonte, PA) coated with an 85-µm carboxen/polydimethylsiloxane Stableflex phase. The SPME fiber in its steel 23-gauge needle housing was placed in the split/splitless injector fitted with a Merlin Microseal septum (Merlin Instrument Company, California) equilibrated at 240°C and run at a 2:1 split ratio with a split flow of 14.0 ml min1. Upon exposure of the fiber, the purge was initiated to allow the volatiles to pass into the analytical column (30-m by 0.53-mm Solgel-Wax [SGE, Texas]) via a straight 1.2-mm glass liner (SGE). The column was maintained at 40°C for 3 min, and the oven was then programmed to increase to 200°C at 7°C min1. The linear gas velocity was approximately 48 cm s1 set to constant flow. The olfactory port was maintained at 165°C to prevent condensation of volatiles prior to olfactory detection. Data collection was begun simultaneously with the purge, allowing the volatile compounds into the GC/MS and the commencement of olfactometry. The compounds of interest were identified by comparison with the National Institute of Standards and Technology library of 129,000 compounds. Assignments were confirmed where possible by SPME sampling of vials spiked with standards prepared from the pure compounds. Dimethyl disulfide and geosmin were obtained as liquids from Sigma-Aldrich (St. Louis, MO). Calibration curves were obtained for each component, and these data provided the basis for the calculation of the amount of each substance found in each sample.
Odor modification of litter samples.
Two approaches were used in attempts to modify the odor of chicken litter, enzymatic treatment and supplementation with Streptomyces spores. A 10% (wt/wt) and 1% (wt/wt) addition of a commercially available enzyme catalyst, Zymo-Cat (Sorbent Technologies Inc., Atlanta, GA), was applied to litter and incubated at 60°C for 2 h. The effect of augmentation with spores from strains SOY1 and SOY3 was tested separately. A 10-g sample of litter was treated with a 100-µl solution containing 1 x 105 spores plus the dispersant 0.01% Triton X-100 (Sigma-Aldrich). Negative controls were untreated litter. One set of litter samples was treated in this way and left dry for 6 weeks. These mixtures were incubated at 30°C. After 6 weeks, the dry samples were wetted by addition of 20% (vol/wt) water.
Nucleotide sequence accession numbers.
The GenBank accession numbers for the sequences are DQ206904 to DQ206961 for the fresh clones and DQ203244 to DQ203290 for the pellet clones.
|
|
|---|
|
View this table: [in a new window] |
TABLE 1. Numbers of culturable bacteria on heterotrophic plate count agar (PCA) and actinomycete-specific agar (ISP2 and R2A)a
|
DGGE analysis.
The DGGE banding pattern generated from the chicken litter was remarkably similar to those for samples taken throughout the process. A similar banding pattern was seen in the fresh sample and in the final granulated product (Fig. 1). DGGE patterns generated from total community DNA extracted from the soybean field samples gave a complex banding pattern typical of diverse environmental soil, indicating a much higher microbial diversity than that present in the chicken litter samples.
![]() View larger version (116K): [in a new window] |
FIG. 1. DGGE analysis of different stages of the recycling process. Lanes: 1, crude litter; 2, 3-day pile; 3, 10-day pile; 4, shredded material; 5, pellets; 6, final processed product; 7, soybean field.
|
![]() View larger version (23K): [in a new window] |
FIG. 2. Neighbor-joining phylogenetic trees from analysis of ca. 600 bp of 16S rRNA gene sequence of clones in the libraries constructed from total DNA extracted from fresh chicken litter (A) and from processed pelleted fertilizer (B). "F" and "P" indicate branches that were also found using the Fitch-Margoliash and maximum parsimony methods, respectively. The numbers at the roots indicate bootstrap support based on a neighbor-joining analysis of 1,000 resampled data sets and are given as percentages with only values of >50% shown. The scale bar represents 0.1 substitution per nucleotide position. E. coli was used as the outgroup.
|
![]() View larger version (11K): [in a new window] |
FIG. 3. GC/MS response curves for dimethyl sulfide (A) and geosmin (B). The arrow indicates the change in response when 10 ppm geosmin is added to 10 g of processed chicken litter. The olfactory symbol (nose) represents the lower detection limit observed at the olfactory port for these two molecules.
|
![]() View larger version (14K): [in a new window] |
FIG. 4. Top panel: gas chromatogram of SPME adsorbed volatiles from isolate SOY1. Middle and bottom panels: the mass spectrum of the volatile at 16.9 min (middle) is compared with authentic 2-methylisoborneol (bottom).
|
![]() View larger version (13K): [in a new window] |
FIG. 5. Top panel: gas chromatogram of SPME adsorbed volatiles from isolate SOY3. Middle and bottom panels: the mass spectrum of the volatile at 20.9 min (middle) is compared with authentic geosmin (bottom).
|
![]() View larger version (38K): [in a new window] |
FIG. 6. Odor profile (solid histogram) of fresh litter overlaid on the headspace gas chromatogram. The descriptions of odors from the AromaTrax sniff port are presented in Table 2, with peak numbers in Table 2 corresponding to the numbers used in this figure.
|
|
View this table: [in a new window] |
TABLE 2. Descriptions of odors from fresh litter samples detected at the AromaTrax sniff porta
|
![]() View larger version (16K): [in a new window] |
FIG. 7. Headspace gas chromatography of final granulated litter. The identities of compounds were determined by MS, and these are presented in Table 3, with peak numbers in Table 3 corresponding to the numbers used in this figure.
|
|
View this table: [in a new window] |
TABLE 3. Identified compounds in the headspace of the final granulated littera
|
![]() View larger version (10K): [in a new window] |
FIG. 8. Headspace gas chromatography of fresh chicken litter after treatment with Zymo-Cat enzymatic deodorizer at 1% (wt/vol).
|
|
|
|---|
The decreases in counts of culturable bacteria were not reflected in changes in patterns generated by DGGE. These patterns for all stages of the process were strikingly similar, suggesting that the total microbial community changed very little from beginning to end of the process. DGGE patterns confirmed marked differences between the litter samples and the agricultural sample. The litter samples had a smaller number of distinct bands, suggesting several dominant populations, whereas the agricultural soil shows a much higher diversity without the presence of dominant bands. This is consistent with results from culturable techniques where counts of cultivatable bacteria were lower from the soybean field site but the diversity of colony morphologies was much greater. The stable DGGE pattern in samples from each stage of the process suggests that there are no major changes in the microbial composition during the composting process. 16S rRNA gene community analysis data were consistent with the stable community shown by the DGGE. Libraries from both the fresh litter and the pellet product were dominated by high-G+C gram-positive bacterial sequences and low-G+C gram-positive bacterial sequences. Previous studies of the microbial communities of chicken litter (13) have shown similar dominance of these organisms. A recent study of the microbial diversity of the intestinal bacterial community of broiler chickens (14) showed that sequences derived from the genus Clostridium dominated the community of the cecal samples. It was suggested that the differences between microbial communities at these points were due to the composting processes of the litter in the flock house. In this study few sequences with homology to Clostridium spp. were detected in the fresh samples and in the final pellet product. The 16S rRNA gene DGGE analysis and the community analysis are both based on DNA from the total bacterial community that will include sequences from nonviable or dead organisms. The study of culturable bacteria suggests that the viability of organisms in the litter is decreasing through the process although molecular methods show no changes in general microbial community structure.
The odor profile from the fresh litter was complex, and "off" odors from sulfurous compounds could be identified. Enzymatic deodorizer treatment greatly reduced odors from the litter, but it is not yet known whether this odor reduction is economically viable in a scaled-up processing plant. Current costs for the wastewater deodorizer would add approximately a dollar per ton of treated litter. The successful odor modification of chicken litter achieved by treatment with the enzymatic deodorizer suggests that this approach may enhance the process and improve the final product.
Two culturable isolates from the agricultural site were tested for odor production. Streptomyces sp. strains SOY1 and SOY3 were isolated from an agricultural site and chosen for further testing because of their desirable earthy odor. Streptomyces sp. strains SOY1 and SOY3 produced 2-methylisoborneol and geosmin, respectively. Small-scale augmentations using spores from strains SOY1 and SOY3 showed that the addition of spores to dry litter had little effect on odor. This is most likely due to the presence of insufficient moisture for the spores to germinate. Addition of water to litter samples which had been incubated with dry spores for 6 weeks resulted in a distinct earthy odor after approximately 1 week. Addition of water to these samples had presumably prompted the germination and growth of these strains and production of geosmin and methylisoborneol. The failure to detect peaks corresponding to geosmin or methylisoborneol in these earthy-smelling augmented samples could be due to several factors. The litter matrix has a substantial suppression effect on the detection of geosmin as seen with addition of 10 ppm to fresh litter and processed litter. Another possibility is that compounds produced by pure isolates SOY1 and SOY3 are modified or altered when mixed with the microbial community of the litter sample, changing the chemical structure but still generating a detectable earthy odor.
Addition of spores to the litter before it is made into pellets would result in germination of spores on addition of water. This may occur on storage under damp conditions in warehouses or retail outlets or on final application of the product to lawns. After spore germination, earthy odors produced by the Streptomyces sp., rather than presumably more offensive odors, would be perceived by the consumer. By modifying the chicken litter processing to include both enzymatic treatment and Streptomyces sp. spore addition, maximum benefit should be achieved, but a cost-benefit analysis of this combination treatment has not been performed. This would allow the marketing of the fertilizer to public parks, golf courses, and urban areas where odor is an important issue. The overall effect is conversion of a waste product with negative environmental effects into a high-value, pleasantly smelling fertilizer.
Perdue AgriRecycle LLC and the Maryland Industrial Partnerships are thanked for financial support.
Contribution no. 05-134 from the Center of Marine Biotechnology. ![]()
|
|
|---|
This article has been cited by other articles:
| |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Copyright © 2009 by the American Society for Microbiology. For an alternate route to Journals.ASM.org, visit: http://intl-journals.asm.org | More Info»