Abstract
The vermicompost collected from dewatered domestic sludge as packing material in biofilter was investigated for hydrogen sulfide (H2S) removal. No nutrients or microbial inoculation was added throughout the experiment. The corresponding bacterial community characteristics in the vermicompost biofilter of different spatial levels were evaluated by Miseq high-throughput sequencing technique. The results showed that the vermicompost biofilter performed well during operation. The H2S removal efficiency reached nearly 100% under condition of the inlet concentration <350 mg m−3 and 0.25−0.35 m3 h−1 gas flow rate. The maximum elimination capacity of 20.2 g m−3 h−1 was observed at a flow rate of 0.35 m3 h−1. Furthermore, the amounts of biodegraded products and pH varied accordingly. In addition, the results from high-throughput sequencing revealed pronouncedly spatial variation of the vermicompost, and the Rhodanobacter, Halothiobacillus, Mizugakiibacter as well as Thiobacillus, which can play an important role in removing H2S, were predominant in the final vermicompost. These results imply that the vermicompost with diverse microbial communities has a good potential for eliminating H2S.
1 Introduction
The odor is one of the world’s seven typical public pollutions. It is harmful to people’s living environment and health, and it can affect the growth of plants and animals. Furthermore, it is a potential safety concern. The hydrogen sulfide (H2S) which smells like rotten eggs is the most common, highly toxic, and malodorous gas. It is a colorless, corrosive, and flammable gas that is an environmental pollutant [1]. The combustion of H2S leads to a formation of SOx, such as SO2, which is an acid rain precursor and causes serious damages to ecological systems and human health [2]. H2S is emitted from natural and anthropogenic sources. For instance, the natural emission sources are volcanoes, sulfur springs, and undersea vents. The major anthropogenic H2S emission sources are petrochemical processes, paper manufacturing, food waste treatment, biogas production, composting, wastewater treatment, landfills, and livestock manure [1,3]. The olfactory threshold of H2S is approximately 0.00047 ppm. The American Conference of Governmental Industrial Hygienists (ACGIH) points out that people’s olfactory neurons will become fatigued when exposed to H2S at 150−200 ppm. At approximately 1,000 ppm, people will lose consciousness and could even die in seconds owing to respiratory paralysis and cellular anoxia [4]. Therefore, H2S must be purified from waste gas for the sake of public health and safety as well as environmental protection.
The common methods for H2S removal are physical, chemical, and biological treatments. The first two methods are based on adsorption, chemical oxidation, and precipitation adsorption technologies [5,6]. However, these processes have high operating and processing costs related to energy and chemicals, and also produce hazardous byproducts that must be treated before discharge [7]. In contrast, the biological treatments (biofilters, biotrickling filters, and bioscrubbers) have advantages of low operating cost and energy consumption; high removal efficiency; less secondary pollution; and public acceptance as an environmentally friendly technology [8,9]. A biofilter has been proposed as a feasible and effective option for abatement of H2S in recent years [10]. The removal capability and steady operation of the biofilter depend on the synergistic effects of the microbial activity, diversity, and benign environment. The packing material acts as the carrier for the microorganisms. Its performance directly influences the environment for microbial growth and activities, mass transfer, absorption, and adsorption [11,12] and it is considered as the backbone of the biofiltration. Therefore, selection of an appropriate filter media helps to improve the efficiency and capacity of the biofilter. Many studies have shown that the packing materials, such as soil, compost, peat, volcanic rock, polyethylene pellet, compost and biochar, expanded schist polyurethane foam and activated carbon are commonly be used for H2S treatment [7,13,14,15]. Morgan-Sagastume and Noyola [16] showed that mixing filter media of a compost biofilter affected the H2S removal efficiency. Moreover, the removal capacity has remained constant and close to 100% under the mixed compost conditions. As the treatment progressed, internal changes within the biofilter were correlated with its moisture content. However, the investment and operational costs must be considered before implementing this technology. As mentioned by Kante et al. [17] and Nor et al. [18], activated carbon had a good H2S removal performance; however, it alone does not provide the characteristics for microorganism survival, thus it is mostly used in combination with other packing materials that have beneficial properties.
Vermicomposting involves interaction between microorganisms and earthworms. Biological degradation and stabilization of organic solid wastes occur via digestion by earthworms that transform the waste into useful vermicompost. Vermicompost has high porosity and a large specific surface area; it is a homogenized and humic substances; it has an abundant organic carbon and bacterial community [19,20]. Just like the compost with substantial fertilizer value, the vermicomposting product is an efficient growth promoter for plants as it contains higher available nutrients and much more diverse agricultural probiotics [21,22]. Several investigations have been conducted about the use of vermicompost in abatement of waste gases such as ethylene, methane, formaldehyde, ammonia, and hydrogen, as well as odor from human feces and livestock farming [23,24,25,26]. Up to now, there is little research available on vermicompost as packing material to remove H2S and the microbial analysis in vermicompost.
The main objectives of this study were to assess the feasibility of removing H2S using vermicompost and to investigate the associated microbial community. The vermicompost obtained from dewatered sludge was chosen as a media of bioreactor, and the changes of microbial community were analyzed by Miseq high-throughput sequencing technique in this study. The results of this research may provide a basis for vermicompost as a biomedia to remove hydrogen sulfide and could be used as a guide for further design and operation of industrial-scale systems.
2 Materials and methods
2.1 Vermicompost and hydrogen sulfide
The initial physicochemical characteristics of vermicompost are given in Table 1 [27]. The vermicompost was collected from a vermicomposting reactor of dewatered domestic sewage sludge. In detail, the vermicomposting experiment was performed at a 1/5 weight ratio of earthworms to sludge in the laboratory at 25 ± 1°C for 60 days based on the method of Fu et al. [28]. After vermicomposting, all earthworms were picked out and the obtained vermicompost was sieved using a standard sieve with a mesh range of 2.36–4.75 mm. The vermicompost was loaded in the bioreactor by hand.
Physical and chemical properties of the vermicompost values are the means ± standard errors (n = 3)
Parameter | Value |
---|---|
Moisture content (%) | 58.65 ± 0.01 |
pH | 7.15 ± 0.00 |
Packing density (g L−1) | 717.59 ± 8.02 |
Specific surface area (m2 g−1) | 7.65 ± 0.26 |
Pore size (nm) | 16.40 ± 0.42 |
Organic matter (%) | 24.04 ± 0.01 |
Total nitrogen (g kg−1) | 23.59 ± 0.37 |
C/N ratio | 10.35 ± 0.03 |
Total phosphorus (g kg−1) | 5.95 ± 0.42 |
Total kalium (g kg−1) | 2.12 ± 0.30 |
Total sulfur (g kg−1) | 71.66 ± 0.10 |
Hydrogen sulfide was supplied from a concentrated standard gas cylinder (99.99% purity; 8,000 mg m−3 concentration; balanced gas N2; Chengdu Keyuan Gas Co., Ltd, China) and H2S was diluted to different concentrations using air from a compressor.
2.2 Bioreactor set-up and operation
The bench-scale horizontal biofilter system was composed of a prehumidification system, a bioreactor, and a tail gas absorber (Figure 1b). The biofilter was a cuboid of Perspex packed with vermicompost. Its length, width, and height were 400 mm, 130 mm, and 210 mm, respectively. The vermicompost was placed in four Teflon mesh segments (80 × 12 × 200 mm in height, each), which provided an overall thickness of 320 mm and an effective packing volume of 7.37 L. Five H2S sampling ports were distributed within bioreactor: one each at the inlet and outlet points and three along the length of the bioreactor. Compressed air was introduced into the bioreactor system after passing through an activated carbon filter to remove impurities. The airstream was prehumidified in a distilled water container before mixing the streams. Hydrogen sulfide was safely discharged from the cylinder using a pressure-reducing regulator and a flow meter. It was diluted with prehumidified air in a mixing chamber and then entered the system from the left of the biofiltration. The H2S stream, after traveling throughout the bed, exited the system at the right, passed through the three-way valve, then entered into a bottle containing an absorbing solution of NaOH (10%) and, finally, into the exhaust hood. H2S passed through the bioreactor for removal by the microbial community in the vermicompost. The flow rates of the streams were controlled with a flow meter. The overhead view of the biofiltration bed packed with vermicompost is shown in Figure 1a.

(a) Vertical view of the bioreactor packed with vermicompost; “”: Gas flow direction. (b) Schematic diagram of the experimental system: 1. H2S cylinder; 2. flower meter; 3. air compressor; 4. air filter; 5. humidifier; 6. expansion tank; 7. bioreactor packed with vermicompost; 8. H2S sampling; 9. NaOH container.
The system was operated at room temperature (20−28°C) and no nutrients or microbial inoculation was added during the whole experimental process. The experimental conditions were as follows: gas flow rate was adjusted to 0.25, 0.35, 0.45, and 0.55 m3 h−3, corresponding to an empty bed gas retention time of 106, 76, 59, and 48 s, respectively. The concentrations of H2S varied between the range of 100−500 mg m−3 for each stage.
2.3 Sampling
H2S samples were periodically collected from the bioreactor using 0.5 L Tedlar bags (Cole-Parmer, USA). One fresh vermicompost sample was collected at the start of the experiment and is referred as a CK. Four samples were collected from first to fourth segments of bioreactor at the end of the experiment and are referred as T1−T4. Each sample was collected in duplicate. The collected samples were divided into two parts for different analyses. One part was immediately stored at −20°C to analyze the bacterial populations in the biofilter, while the other was air-dried, ground, and sieved using an 80 mesh to determine the physicochemical properties.
2.4 Analysis of physicochemical properties
All measurements were determined in triplicate. The amount of H2S concentration was periodically determined by gas chromatography (GC-2014, Shimadzu, Japan) with a flame photometric detector (FPD) [29] and DB-5 capillary column (15 m × ∅ 0.53 mm × 1.0 µm; Hewlett Packard, USA). The temperatures of the oven, injector, and detector were fixed at 100, 50, 200°C, respectively. The flow rate was 50 mL min−1. A six-port sampling needle valve automatically regulated the injection of product gases into the GC. Nitrogen was used as the carrier gas.
The surface area of the vermicompost was detected by a surface area and porosimetry analyzer (JW-BK200, Germany). The pH was measured with a pH meter (pH-3C, Shanghai, China), after mixing 1 g of vermicompost with 10 mL of distilled water. The moisture content of the vermicompost-based bioreactor was determined by taking the samples, then weighing and drying it for 12 h at 105°C in an oven to a constant weight. The organic matter content was measured by oven for 6 h at 550°C. The total nitrogen and phosphorus content were determined by spectrophotometry after separating alkaline potassium persulfate and sodium hydroxide. Total sulfur was analyzed by alkali fusion ion chromatography (Shimadzu, Japan) [30]. Elemental sulfur was measured with spectrophotometry. The forms of inorganic sulfur were determined by sequential extraction, based on the method described by Hu et al. [31]. Modifications to the methods were as follows:
(1) Water-soluble sulfate (H2O–S): 1 g sieved dry sample was placed into a centrifuge tube; the sample was mixed with 10 mL ultrapure water (ratio 1 : 10); the mixture was shaken for 1 h at room temperature (20 ± 2°C); the mixture was then centrifuged at 5,000 × g for 10 min; the supernatant was filtered through a 0.45 µm membrane; and H2O–S was determined by ion chromatography.
(2) Adsorbed sulfate (Adsorbed-S): after centrifugation, the supernatant was discarded and then 10 mL of 0.032 mol L−1 KH2PO4 was added (this was also from a 1 g sample); and determine adsorbed-S by ion chromatography.
(3) Hydrochloric acid–soluble sulfur (HCl–Soluble–S): the sample without supernatant was extracted with 10 mL of 2 M HCl. S-free activated charcoal (100 mg) was added to 10 mL of the HCl extracts to eliminate soluble organic sulfur and the associated organic S from the 2 M HCl extracts. The amount of the HCl–Soluble–S for 1 mL extracting solution was then analyzed by inductively coupled plasma mass spectrometry (ICP-MS, Agilent 7900, USA) with hexapole collision cell technology. Extraction process of adsorbed-S and HCl–Soluble–S was the same as H2O–S.
2.5 Microbiological analysis
The microbial community structure in the media influences the performance of the bioreactor and the operational costs. Hence studying the microbial community of odorants can help to better understand the functions of different bacterial species and is significant in optimizing the H2S removal process. Changes in the microbial community of different layers of vermicompost-packed bioreactor were analyzed by high-throughput sequencing.
2.5.1 DNA extraction and purification
Genomic DNA was extracted from vermicompost using the Power Soil® DNA Isolation kit (MOBIO QIAGEN, USA) according to the manufacturer’s instructions. The purity and concentration of the total gDNA were detected by 1% agarose gels electrophoresis. The qualified DNA samples were stored at −20°C prior to use. DNA was diluted to 1 ng µL−1 using double-distilled water prior to use as a PCR template.
2.5.2 PCR amplification and high-throughput 16S rRNA gene sequencing
The V3−V4 hypervariable region of the 16S rRNA gene was targeted for amplification using the primers 341F (5′-CCTAYGGGRBGCASCAG-3′) and 806R (5′-GGACTACHVGGGTWTCTAAT-3′) with barcodes (Huang et al., 2018). All PCRs were carried out in 30 µL reactions containing 15 µL of Phusion® High-Fidelity PCR Master Mix (New England Biolabs); 0.2 µM of forward and reverse primers and about 10 ng of template DNA. Amplification cycling consisted of an initial denaturation at 98°C for 1 min; followed by 30 cycles at 98°C for 10 s, 50°C for 30 s, and 72°C for 30 s; and finally 72°C for 5 min. The PCR products were mixed with the same volume of 1× loading buffer (contained SYB green) and then detected by 2% agarose gel electrophoresis. PCR products were mixed in equidensity ratios. The mixed PCR products were purified using the Gene JETTM Gel Extraction Kit (Thermo Scientific, USA), as specified by the manufacturer. Sequencing libraries were prepared with the Ion Plus Fragment Library Kit 48 rxns (Thermo Scientific, USA) and quantified by using a Qubit®2.0 Fluorometer (Thermo Scientific, USA). Amplicon sequencing was performed by Novogene Bioinformatics Technology Co., Ltd (Beijing, China) on the Ion Torrent S5™ platform.
2.5.3 Sequence analyses
The raw reads were optimized by length, quality, primer, and barcode mismatches. Subsequently, high-quality tagged sequences were gained after chimera detection and removal using the QIIME (Version 1.7.0). The sequences were then clustered into an operational taxonomic unit (OTUs) at 97% similarity using UPARSE package. The representative sequence for each OUT, which was the most abundant sequence, was used for taxonomic classification. Using the RDP classifier (version 2.2), the taxonomic information of the sequences was annotated separately. To indicate the microbial diversity in vermicompost, the α-diversity indices were quantified in the light of OUT richness.
2.5.4 Statistical analysis
Significant differences were analyzed by one-way analysis of variance (ANOVA) at 95% confidence level using the SPSS 22.0 statistical software. The Shannon index, Chao1 species richness estimators, and beta diversities of the bacterial communities were calculated using QIIME (Version 1.9.1, http://qiime.org/index.html/) [32]. Cluster analysis of the unweighted and weighted UniFrac distance metrics of the OTUs was performed by principal coordinate analysis (PCoA).
Ethical approval: The conducted research is not related to either human or animal use.
3 Results and discussion
3.1 Performance of the vermicompost-packed bioreactor
The performance of the vermicompost-packed biofilter was monitored over 106 days under the gas flow rates of 0.25, 0.35, 0.45, and 0.55 m3 h−1. The H2S concentration and removal efficiencies of the bioreactor during the different phases are shown in Figure 2a. After acclimation to the low concentration of H2S, the bioreactor took 6 days to accommodate the concentration. H2S removal then increased quickly reaching 98%, thereby revealing adaptation of the microorganisms with the environment. The H2S removal efficiency was close to 100% when the inlet concentration was less than 350 mg m−3 and the gas flow rate was between 0.25 and 0.35 m3 h−1. However, further experiments demonstrated that removal efficiency declines with increasing gas flow. At the end of each phase, the removal efficiencies decreased to 91%, 87%, 73%, and 60% at the gas flow rates of 0.25, 0.35, 0.45, and 0.55 m3 h−1, respectively. The standard deviation for lower gas flow rates verifies the stability in the biofilter operation [16].

(a) Removal performance for hydrogen sulfide in the vermicompost-packed bioreactor at different gas flow rates and inlet H2S concentration and (b) influence of inlet loading on the elimination capacity and removal efficiency.
An increase in elimination capacity of the biofilter is due to the elevated inlet concentration or flow rate and plays a role in the treatment efficiency. The loading rate and the elimination capacity are used to reflect the performance of bioreactor. Researches have shown that the removal efficiency decreases in high loading rates, because H2S molecules do not have enough time to diffuse inside the biofilm, and the biofilm cannot fully degrade the pollutant [13,33]. The H2S elimination capacity and removal efficiency as a function of the inlet H2S loading was investigated and is shown in Figure 2b. The H2S removal efficiency abated gradually which was affected by the inlet H2S loading rate of 5.6–23.3 g m−3 h−1 at a constant flow rate of 0.35 m3 h−1, Moreover, there existed a near-linear relation between the elimination capacity and the inlet H2S loading rate. In addition, the maximum observed elimination capacity was 20.2 g m−3 h−1, and bioreactors reached above 92.4% when the inlet H2S loading was less than 15.1 g m−3 h−1. However, the elimination capacity of the vermicompost-mediated bioreactor slowly improved and lower efficiencies were obtained when a higher concentration of H2S and an increased flow rate were used. The decreased removal efficiency at the high loading rate was probably due to effective biomass and gas–liquid mass transfer limitations in the bioreactor since biological activity could be inhibited when the substrate conversion ability of the biomass was near the maximum [33]. In addition, exposure to high concentrations of H2S could result in toxicity for the vermicompost microbial community. Hence, the vermicompost-mediated bioreactor has an increased ability to remove H2S from contaminated air and may be more suitable for practical application.
The removal rate of contaminants from waste gas in a biofilter was correlated with concentration [34]. Hydrogen sulfide samples from different bioreactor thickness (1# –80 mm, 2# – 160 mm, 3# – 240 mm, and 4# – 320 mm) were periodically investigated to determine the distribution of H2S. The influence of thickness on the removal efficiency of H2S and changes in concentration are demonstrated in Figure 3. The results showed that the removal efficiency of H2S could be notably enhanced with increasing vermicompost thickness but the concentration of hydrogen sulfide reduced gradually. The removal efficiency increased because the path length and the contact area that hydrogen sulfide passed through in the vermicompost increased with the greater thickness. Thus, H2S molecules had enough time to diffuse inside the biofilm and accelerate biodegradation. Different packing material thicknesses contributed differently to the H2S removal efficiency. For instance, the removal efficiency at 80 mm made up over 50% and was the main area of deodorization. Furthermore, the removal efficiency of H2S decreased at 80 mm and increased for the rest of the thickness. The H2S contaminated air stream first entered the bioreactor segment #1 (left side of the bioreactor) through the inlet and then successively passed through segments 2 to 4 (right side). When the gas flow rate remained constant, the H2S loading rate relied on the concentration. Consequently, the bioreactor achieved the highest H2S load in segment #1 when compared to the other segments. The different loads along the bioreactor resulted in differences in the elimination capacity for different segments. Similar observations have been achieved in other studies [29,35].

The concentrations and removal efficiencies of H2S along the bioreactor packed with vermicompost.
3.2 Effect of pH changes
The removal of H2S using biological methods mainly depends on the metabolic activity of the sulfur-oxidizing microorganisms that are present in the packing material and biological metabolism is inseparable from the enzymatic catalysis [36]. Furthermore, enzymes can only work at certain pH values. Hence, pH also plays an important role in biofilter performance. Results showed that the pH decreased from 7.15 to 5.18 with increasing feed gas flux during the entire experimental period without additional treatment and there was a significant drop in the pH of T1 (Figure 4). However, no significant difference was obtained from T4. The decrease in pH might have been caused by sulfide oxidizing bacteria in the vermicompost that adsorbed and degraded the hydrogen sulfide, which was biologically oxidized to H+, sulfate, and sulfuric acid as presented in equations (1)–(4) [37]. Furthermore, this indicated that the pH change resulted in decreased biological activity and a change of transformation in metabolism. Omri et al. [33] showed that a pH drop resulted from oxidation by SOB and the biodegradation of H2S gas was achieved in the bottom and middle layers. Neisi et al. [38]. reported that H2S was efficiently removed from a septic tank with a vermicompost biofilter in the pH range of 4.7−7.8 when the H2S concentration varied between 33 and 54 ppm.

Variation of pH in the four layers of bioreactor packed with vermicompost.
3.3 Analysis of metabolic products
Sulfur fertilizer has become the fourth fertilizer following N, P, and K fertilizers applied in agriculture. Sulfur exists in soils in varieties of inorganic and organic species. Inorganic sulfur is more mobile, it can be divided into SO42− in the soil solution (H2O–S), adsorbed SO42− (Adsorbed-S), and hydrochloric acid–soluble sulfur (HCl–Soluble–S) [31,39]. Inorganic sulfur plays a critical role in the regulation of plant growth and development. The major end-products of H2S oxidation are elemental sulfur (S0) and sulfate (SO42−) [40]. Hence, the determination of inorganic sulfur in different vermicompost samples was performed before and after the experiment. Compared with CK, the H2O–S and adsorbed-S concentration in vermicompost samples increased significantly and accumulated the most in T1, whereas HCl–Soluble–S decreased slowly (Figure 5). In addition, adsorbed-S is inorganic sulfur that is kept on the surface of soil colloids by anion exchange and coordination adsorption, which has strong stability. The order of adsorbed-S content in the different vermicompost samples was T1 > T2 > T3 > T4. This was mainly because the pH of T1 was lower than the others and this less-acidic environment was attributed to SO42− accumulation; therefore, T1 was the main area of deodorization. The increase of sulfate indicated that H2S was degraded by the vermicompost and that H2S removal by the vermicompost in the bioreactor was due to a combination of adsorption and biodegradation mechanisms. Vermicompost is rich in organic carbon, mineral nutrients, and inorganic impurity catalysts (iron oxide, calcium oxide, and magnesia) (Table 1), which could facilitate H2S oxidation and convert it to S0 in the presence of oxygen [37]. Meanwhile, S0 would be oxidized slowly to sulfate as shown in equation (4). Hence, a yellow substance, which was deposited on the vermicompost after certain running time, was determined to be elemental sulfur (10.85−16.58 mg g−1) through analysis. These results are in correspondence with the literature reports [29,41]. Thus, the vermicompost with H2S removed can become a sulfur fertilizer resource, offering nutrients to the growth of plants and enriching and improving the soils as well.

Inorganic S in vermicompost and control during hydrogen sulfide treatment.
3.4 Bacterial communities developed in vermicompost for removal hydrogen sulfide
3.4.1 α-diversity and β-diversity of the bacterial communities
Diversity indices of vermicompost bacterial communities and the control during hydrogen sulfide treatment are presented in Table 2 [27]. Five samples were sequenced and subjected to quality filtering. Each sample had an average of 847 high-quality OTUs with coverage rates above 99% (Table 2). This indicated that the sequencing depth was reasonable and truly reflected the diversity of the bacterial community. Chao 1 indices simply indicate the number of species in a community, and the higher values reflect the more rich species in an environmental system. Shannon diversity index indicates some relation between the number of species and number of individuals, and truly reflects the diversity of bacterial community [42]. As shown in Table 2, in contrast to the control treatment, vermicompost showed relatively low Shannon and Chao 1 indices after treating hydrogen sulfide and suggested that these samples had lower diversity and richness than the control. Furthermore, this indicated that the bacterial community in different segments significantly varied. These results were closely related to gas admission. The contaminated air stream was directed and the H2S concentration decreased horizontally in the bioreactor from left to right; therefore, microorganisms of segment #1 were first exposed to higher concentrations of H2S, while the higher H2S concentration and sulfuric acid produced by the bacteria had a great toxic effect on the microorganisms. Thus, species richness and community diversity were the lowest in T1.
Diversity indices of vermicompost bacterial communities and the control during hydrogen sulfide treatment
Sample | OTU | Shannon | Chao1 | Goods coverage/% |
---|---|---|---|---|
CK | 1,156 | 7.51 | 1161.78 | 99 |
T1 | 734 | 3.27 | 734.67 | 99 |
T2 | 994 | 6.62 | 984.71 | 99 |
T3 | 1,103 | 6.08 | 1093.28 | 99 |
T4 | 1,042 | 7.24 | 1052.46 | 99 |
The similarity/dissimilarity of the 16S rRNA gene sequences among the different samples was determined by the weighted UniFrac clustering method. PCoA results based on fast UniFrac analysis showed that the bacterial communities in different vermicompost samples were significantly different (Figure 6a). However, T2 and CK had similar microbial communities.

(a) Bacterial community clustering based on weighted UniFrac PCoA in vermicompost samples and (b) bacterial community clustering based on weighted UniFrac distances in different sampling vermicompost. The tree was calculated by weighted UniFrac distance based on relative abundances at the phylum level.
3.4.2 Bacterial community composition
As illustrated in Figure 6b, the bacterial community compositions differed significantly in each sample. A total of 41 phyla were identified in the samples. The five most dominant phyla were Proteobacteria, Gemmatimonadetes, Bacteroidetes, Actinobacteria, and Firmicutes, accounting for 82.1–96.6% of the bacterial rRNA gene sequence abundance. Proteobacteria was identified as a prominent member representing sulfur-oxidizing bacteria, which were mainly responsible for the degradation of hydrogen sulfide [43]. This phylum was the single largest group in the vermicompost, accounting for 85.0%, 46.1%, 62.0%, and 44.0% in samples CK, T1, T2, T3, and T4, respectively, after 106 days of operation. In contrast, compared to the control treatment, Gemmatimonadetes decreased in different vermicompost samples and only accounted for 2% in T1.
The metabolic capacity of phylogenetically related microbial species is similar [8]. Thus, community structures at the genus level were analyzed to determine the main reasons for the differences in vermicompost from different spatial distributions. The results showed that the genus Rhodanobacter had the highest abundance in the four samples used for hydrogen sulfide treatment, accounting for an average of 28.7% of the bacterial 16S rRNA gene abundance (Figure 7). The genus Rhodanobacter is a Gram-negative, aerobic, yellow-colored bacteria, belonging to the family Xanthomonadaceae of the phylum Proteobacteria [44], and has been shown to remove hydrogen sulfide [45]. Additionally, the abundance of Halothiobacillus (mean 5.0%), Thiobacillus (mean 3.5%), and Mizugakiibacter (mean 2.7%) was significantly higher to those in the control group. However, the abundance of Bacillus reached its maximum value in the control treatment and then decreased distinctly in the vermicompost. The genus Halothiobacillus belongs to the γ-subclass of the Proteobacteria (family Halothiobacillaceae) and it is a mesophilic, obligately chemolithoautotrophic, sulfur-oxidizing bacterium. Halothiobacillus cells grow chemolithoautotrophically using sulfur, sulfide, sulfite, thiosulfate, and tetrathionate as electron donors and carbon dioxide as a carbon source [46]. Elemental sulfur production obtained from the bioreactor packed with vermicompost was higher, which indicated that vermicompost contributed to the growth of Halothiobacillus sp. Previous reports have found that the genus Halothiobacillus was the dominant bacterial community member in high salinity wastewater containing sulfide and a biotechnology-based deodorizing system containing high concentrations of hydrogen sulfide [46,47]. Thiobacillus is a colorless, strictly aerobic, chemolithoautotrophic sulfur-oxidizing bacteria that being able to oxidize sulfide to elemental sulfur, sulfite, and thiosulfate. Furthermore, it has been identified as the dominant bacterial community member in desulfurization systems [48,49]. The abundance of Thiobacillus increased with increasing vermicompost thickness. The results also indicated that segment 4# was more suitable for the growth of this genus during the late period. This could be connected with the fact that Thiobacillus species was able to effectively degrade H2S [50]. In addition, the different H2S concentrations resulted in variations in the bacterial community and abundance as the thickness of the bioreactor increased. The relatively high bacterial diversity that was observed in the vermicompost contributed to a good H2S removal performance.

Predominant bacterial genera in different vermicompost samples.
4 Conclusions
A vermicompost-packed biofilter effectively removed hydrogen sulfide in contaminated air. The H2S removal performance varied with the gas flow rate, concentration, thickness, and microbial community composition. Accordingly, different forms of sulfate and sulfur were identified as biodegradation products. It is conceivable that the vermicompost with H2S removed contained relatively high sulfur, which can improve its fertilizer value. Moreover, high-throughput sequencing results indicated that the different spatial levels of vermicompost exhibited differences in bacterial diversity. Rhodanobacter, Halothiobacillus, Thiobacillus, and Mizugakiibacter were identified as predominant bacterial genera in the final vermicompost. Studying the microbial communities associated with different biofilter layers can help to better understand the functions of different bacterial species and is significant in optimizing the H2S removal process.
Acknowledgments
This research was financially supported by the funding of the National Science Foundation of China (NSFC, 51168029) and the Youth fund of Lanzhou Jiaotong University (2016009).
Conflict of interest: Authors declare no conflict of interest.
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Articles in the same Issue
- Regular Articles
- Electrochemical antioxidant screening and evaluation based on guanine and chitosan immobilized MoS2 nanosheet modified glassy carbon electrode (guanine/CS/MoS2/GCE)
- Kinetic models of the extraction of vanillic acid from pumpkin seeds
- On the maximum ABC index of bipartite graphs without pendent vertices
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- Molecular dynamics simulation of sI methane hydrate under compression and tension
- Spatial distribution and potential ecological risk assessment of some trace elements in sediments and grey mangrove (Avicennia marina) along the Arabian Gulf coast, Saudi Arabia
- Amino-functionalized graphene oxide for Cr(VI), Cu(II), Pb(II) and Cd(II) removal from industrial wastewater
- Chemical composition and in vitro activity of Origanum vulgare L., Satureja hortensis L., Thymus serpyllum L. and Thymus vulgaris L. essential oils towards oral isolates of Candida albicans and Candida glabrata
- Effect of excess Fluoride consumption on Urine-Serum Fluorides, Dental state and Thyroid Hormones among children in “Talab Sarai” Punjab Pakistan
- Design, Synthesis and Characterization of Novel Isoxazole Tagged Indole Hybrid Compounds
- Comparison of kinetic and enzymatic properties of intracellular phosphoserine aminotransferases from alkaliphilic and neutralophilic bacteria
- Green Organic Solvent-Free Oxidation of Alkylarenes with tert-Butyl Hydroperoxide Catalyzed by Water-Soluble Copper Complex
- Ducrosia ismaelis Asch. essential oil: chemical composition profile and anticancer, antimicrobial and antioxidant potential assessment
- DFT calculations as an efficient tool for prediction of Raman and infra-red spectra and activities of newly synthesized cathinones
- Influence of Chemical Osmosis on Solute Transport and Fluid Velocity in Clay Soils
- A New fatty acid and some triterpenoids from propolis of Nkambe (North-West Region, Cameroon) and evaluation of the antiradical scavenging activity of their extracts
- Antiplasmodial Activity of Stigmastane Steroids from Dryobalanops oblongifolia Stem Bark
- Rapid identification of direct-acting pancreatic protectants from Cyclocarya paliurus leaves tea by the method of serum pharmacochemistry combined with target cell extraction
- Immobilization of Pseudomonas aeruginosa static biomass on eggshell powder for on-line preconcentration and determination of Cr (VI)
- Assessment of methyl 2-({[(4,6-dimethoxypyrimidin-2-yl)carbamoyl] sulfamoyl}methyl)benzoate through biotic and abiotic degradation modes
- Stability of natural polyphenol fisetin in eye drops Stability of fisetin in eye drops
- Production of a bioflocculant by using activated sludge and its application in Pb(II) removal from aqueous solution
- Molecular Properties of Carbon Crystal Cubic Structures
- Synthesis and characterization of calcium carbonate whisker from yellow phosphorus slag
- Study on the interaction between catechin and cholesterol by the density functional theory
- Analysis of some pharmaceuticals in the presence of their synthetic impurities by applying hybrid micelle liquid chromatography
- Two mixed-ligand coordination polymers based on 2,5-thiophenedicarboxylic acid and flexible N-donor ligands: the protective effect on periodontitis via reducing the release of IL-1β and TNF-α
- Incorporation of silver stearate nanoparticles in methacrylate polymeric monoliths for hemeprotein isolation
- Development of ultrasound-assisted dispersive solid-phase microextraction based on mesoporous carbon coated with silica@iron oxide nanocomposite for preconcentration of Te and Tl in natural water systems
- N,N′-Bis[2-hydroxynaphthylidene]/[2-methoxybenzylidene]amino]oxamides and their divalent manganese complexes: Isolation, spectral characterization, morphology, antibacterial and cytotoxicity against leukemia cells
- Determination of the content of selected trace elements in Polish commercial fruit juices and health risk assessment
- Diorganotin(iv) benzyldithiocarbamate complexes: synthesis, characterization, and thermal and cytotoxicity study
- Keratin 17 is induced in prurigo nodularis lesions
- Anticancer, antioxidant, and acute toxicity studies of a Saudi polyherbal formulation, PHF5
- LaCoO3 perovskite-type catalysts in syngas conversion
- Comparative studies of two vegetal extracts from Stokesia laevis and Geranium pratense: polyphenol profile, cytotoxic effect and antiproliferative activity
- Fragmentation pattern of certain isatin–indole antiproliferative conjugates with application to identify their in vitro metabolic profiles in rat liver microsomes by liquid chromatography tandem mass spectrometry
- Investigation of polyphenol profile, antioxidant activity and hepatoprotective potential of Aconogonon alpinum (All.) Schur roots
- Lead discovery of a guanidinyl tryptophan derivative on amyloid cascade inhibition
- Physicochemical evaluation of the fruit pulp of Opuntia spp growing in the Mediterranean area under hard climate conditions
- Electronic structural properties of amino/hydroxyl functionalized imidazolium-based bromide ionic liquids
- New Schiff bases of 2-(quinolin-8-yloxy)acetohydrazide and their Cu(ii), and Zn(ii) metal complexes: their in vitro antimicrobial potentials and in silico physicochemical and pharmacokinetics properties
- Treatment of adhesions after Achilles tendon injury using focused ultrasound with targeted bFGF plasmid-loaded cationic microbubbles
- Synthesis of orotic acid derivatives and their effects on stem cell proliferation
- Chirality of β2-agonists. An overview of pharmacological activity, stereoselective analysis, and synthesis
- Fe3O4@urea/HITh-SO3H as an efficient and reusable catalyst for the solvent-free synthesis of 7-aryl-8H-benzo[h]indeno[1,2-b]quinoline-8-one and indeno[2′,1′:5,6]pyrido[2,3-d]pyrimidine derivatives
- Adsorption kinetic characteristics of molybdenum in yellow-brown soil in response to pH and phosphate
- Enhancement of thermal properties of bio-based microcapsules intended for textile applications
- Exploring the effect of khat (Catha edulis) chewing on the pharmacokinetics of the antiplatelet drug clopidogrel in rats using the newly developed LC-MS/MS technique
- A green strategy for obtaining anthraquinones from Rheum tanguticum by subcritical water
- Cadmium (Cd) chloride affects the nutrient uptake and Cd-resistant bacterium reduces the adsorption of Cd in muskmelon plants
- Removal of H2S by vermicompost biofilter and analysis on bacterial community
- Structural cytotoxicity relationship of 2-phenoxy(thiomethyl)pyridotriazolopyrimidines: Quantum chemical calculations and statistical analysis
- A self-breaking supramolecular plugging system as lost circulation material in oilfield
- Synthesis, characterization, and pharmacological evaluation of thiourea derivatives
- Application of drug–metal ion interaction principle in conductometric determination of imatinib, sorafenib, gefitinib and bosutinib
- Synthesis and characterization of a novel chitosan-grafted-polyorthoethylaniline biocomposite and utilization for dye removal from water
- Optimisation of urine sample preparation for shotgun proteomics
- DFT investigations on arylsulphonyl pyrazole derivatives as potential ligands of selected kinases
- Treatment of Parkinson’s disease using focused ultrasound with GDNF retrovirus-loaded microbubbles to open the blood–brain barrier
- New derivatives of a natural nordentatin
- Fluorescence biomarkers of malignant melanoma detectable in urine
- Study of the remediation effects of passivation materials on Pb-contaminated soil
- Saliva proteomic analysis reveals possible biomarkers of renal cell carcinoma
- Withania frutescens: Chemical characterization, analgesic, anti-inflammatory, and healing activities
- Design, synthesis and pharmacological profile of (−)-verbenone hydrazones
- Synthesis of magnesium carbonate hydrate from natural talc
- Stability-indicating HPLC-DAD assay for simultaneous quantification of hydrocortisone 21 acetate, dexamethasone, and fluocinolone acetonide in cosmetics
- A novel lactose biosensor based on electrochemically synthesized 3,4-ethylenedioxythiophene/thiophene (EDOT/Th) copolymer
- Citrullus colocynthis (L.) Schrad: Chemical characterization, scavenging and cytotoxic activities
- Development and validation of a high performance liquid chromatography/diode array detection method for estrogen determination: Application to residual analysis in meat products
- PCSK9 concentrations in different stages of subclinical atherosclerosis and their relationship with inflammation
- Development of trace analysis for alkyl methanesulfonates in the delgocitinib drug substance using GC-FID and liquid–liquid extraction with ionic liquid
- Electrochemical evaluation of the antioxidant capacity of natural compounds on glassy carbon electrode modified with guanine-, polythionine-, and nitrogen-doped graphene
- A Dy(iii)–organic framework as a fluorescent probe for highly selective detection of picric acid and treatment activity on human lung cancer cells
- A Zn(ii)–organic cage with semirigid ligand for solvent-free cyanosilylation and inhibitory effect on ovarian cancer cell migration and invasion ability via regulating mi-RNA16 expression
- Polyphenol content and antioxidant activities of Prunus padus L. and Prunus serotina L. leaves: Electrochemical and spectrophotometric approach and their antimicrobial properties
- The combined use of GC, PDSC and FT-IR techniques to characterize fat extracted from commercial complete dry pet food for adult cats
- MALDI-TOF MS profiling in the discovery and identification of salivary proteomic patterns of temporomandibular joint disorders
- Concentrations of dioxins, furans and dioxin-like PCBs in natural animal feed additives
- Structure and some physicochemical and functional properties of water treated under ammonia with low-temperature low-pressure glow plasma of low frequency
- Mesoscale nanoparticles encapsulated with emodin for targeting antifibrosis in animal models
- Amine-functionalized magnetic activated carbon as an adsorbent for preconcentration and determination of acidic drugs in environmental water samples using HPLC-DAD
- Antioxidant activity as a response to cadmium pollution in three durum wheat genotypes differing in salt-tolerance
- A promising naphthoquinone [8-hydroxy-2-(2-thienylcarbonyl)naphtho[2,3-b]thiophene-4,9-dione] exerts anti-colorectal cancer activity through ferroptosis and inhibition of MAPK signaling pathway based on RNA sequencing
- Synthesis and efficacy of herbicidal ionic liquids with chlorsulfuron as the anion
- Effect of isovalent substitution on the crystal structure and properties of two-slab indates BaLa2−xSmxIn2O7
- Synthesis, spectral and thermo-kinetics explorations of Schiff-base derived metal complexes
- An improved reduction method for phase stability testing in the single-phase region
- Comparative analysis of chemical composition of some commercially important fishes with an emphasis on various Malaysian diets
- Development of a solventless stir bar sorptive extraction/thermal desorption large volume injection capillary gas chromatographic-mass spectrometric method for ultra-trace determination of pyrethroids pesticides in river and tap water samples
- A turbidity sensor development based on NL-PI observers: Experimental application to the control of a Sinaloa’s River Spirulina maxima cultivation
- Deep desulfurization of sintering flue gas in iron and steel works based on low-temperature oxidation
- Investigations of metallic elements and phenolics in Chinese medicinal plants
- Influence of site-classification approach on geochemical background values
- Effects of ageing on the surface characteristics and Cu(ii) adsorption behaviour of rice husk biochar in soil
- Adsorption and sugarcane-bagasse-derived activated carbon-based mitigation of 1-[2-(2-chloroethoxy)phenyl]sulfonyl-3-(4-methoxy-6-methyl-1,3,5-triazin-2-yl) urea-contaminated soils
- Antimicrobial and antifungal activities of bifunctional cooper(ii) complexes with non-steroidal anti-inflammatory drugs, flufenamic, mefenamic and tolfenamic acids and 1,10-phenanthroline
- Application of selenium and silicon to alleviate short-term drought stress in French marigold (Tagetes patula L.) as a model plant species
- Screening and analysis of xanthine oxidase inhibitors in jute leaves and their protective effects against hydrogen peroxide-induced oxidative stress in cells
- Synthesis and physicochemical studies of a series of mixed-ligand transition metal complexes and their molecular docking investigations against Coronavirus main protease
- A study of in vitro metabolism and cytotoxicity of mephedrone and methoxetamine in human and pig liver models using GC/MS and LC/MS analyses
- A new phenyl alkyl ester and a new combretin triterpene derivative from Combretum fragrans F. Hoffm (Combretaceae) and antiproliferative activity
- Erratum
- Erratum to: A one-step incubation ELISA kit for rapid determination of dibutyl phthalate in water, beverage and liquor
- Review Articles
- Sinoporphyrin sodium, a novel sensitizer for photodynamic and sonodynamic therapy
- Natural products isolated from Casimiroa
- Plant description, phytochemical constituents and bioactivities of Syzygium genus: A review
- Evaluation of elastomeric heat shielding materials as insulators for solid propellant rocket motors: A short review
- Special Issue on Applied Biochemistry and Biotechnology 2019
- An overview of Monascus fermentation processes for monacolin K production
- Study on online soft sensor method of total sugar content in chlorotetracycline fermentation tank
- Studies on the Anti-Gouty Arthritis and Anti-hyperuricemia Properties of Astilbin in Animal Models
- Effects of organic fertilizer on water use, photosynthetic characteristics, and fruit quality of pear jujube in northern Shaanxi
- Characteristics of the root exudate release system of typical plants in plateau lakeside wetland under phosphorus stress conditions
- Characterization of soil water by the means of hydrogen and oxygen isotope ratio at dry-wet season under different soil layers in the dry-hot valley of Jinsha River
- Composition and diurnal variation of floral scent emission in Rosa rugosa Thunb. and Tulipa gesneriana L.
- Preparation of a novel ginkgolide B niosomal composite drug
- The degradation, biodegradability and toxicity evaluation of sulfamethazine antibiotics by gamma radiation
- Special issue on Monitoring, Risk Assessment and Sustainable Management for the Exposure to Environmental Toxins
- Insight into the cadmium and zinc binding potential of humic acids derived from composts by EEM spectra combined with PARAFAC analysis
- Source apportionment of soil contamination based on multivariate receptor and robust geostatistics in a typical rural–urban area, Wuhan city, middle China
- Special Issue on 13th JCC 2018
- The Role of H2C2O4 and Na2CO3 as Precipitating Agents on The Physichochemical Properties and Photocatalytic Activity of Bismuth Oxide
- Preparation of magnetite-silica–cetyltrimethylammonium for phenol removal based on adsolubilization
- Topical Issue on Agriculture
- Size-dependent growth kinetics of struvite crystals in wastewater with calcium ions
- The effect of silica-calcite sedimentary rock contained in the chicken broiler diet on the overall quality of chicken muscles
- Physicochemical properties of selected herbicidal products containing nicosulfuron as an active ingredient
- Lycopene in tomatoes and tomato products
- Fluorescence in the assessment of the share of a key component in the mixing of feed
- Sulfur application alleviates chromium stress in maize and wheat
- Effectiveness of removal of sulphur compounds from the air after 3 years of biofiltration with a mixture of compost soil, peat, coconut fibre and oak bark
- Special Issue on the 4th Green Chemistry 2018
- Study and fire test of banana fibre reinforced composites with flame retardance properties
- Special Issue on the International conference CosCI 2018
- Disintegration, In vitro Dissolution, and Drug Release Kinetics Profiles of k-Carrageenan-based Nutraceutical Hard-shell Capsules Containing Salicylamide
- Synthesis of amorphous aluminosilicate from impure Indonesian kaolin
- Special Issue on the International Conf on Science, Applied Science, Teaching and Education 2019
- Functionalization of Congo red dye as a light harvester on solar cell
- The effect of nitrite food preservatives added to se’i meat on the expression of wild-type p53 protein
- Biocompatibility and osteoconductivity of scaffold porous composite collagen–hydroxyapatite based coral for bone regeneration
- Special Issue on the Joint Science Congress of Materials and Polymers (ISCMP 2019)
- Effect of natural boron mineral use on the essential oil ratio and components of Musk Sage (Salvia sclarea L.)
- A theoretical and experimental study of the adsorptive removal of hexavalent chromium ions using graphene oxide as an adsorbent
- A study on the bacterial adhesion of Streptococcus mutans in various dental ceramics: In vitro study
- Corrosion study of copper in aqueous sulfuric acid solution in the presence of (2E,5E)-2,5-dibenzylidenecyclopentanone and (2E,5E)-bis[(4-dimethylamino)benzylidene]cyclopentanone: Experimental and theoretical study
- Special Issue on Chemistry Today for Tomorrow 2019
- Diabetes mellitus type 2: Exploratory data analysis based on clinical reading
- Multivariate analysis for the classification of copper–lead and copper–zinc glasses
- Special Issue on Advances in Chemistry and Polymers
- The spatial and temporal distribution of cationic and anionic radicals in early embryo implantation
- Special Issue on 3rd IC3PE 2020
- Magnetic iron oxide/clay nanocomposites for adsorption and catalytic oxidation in water treatment applications
- Special Issue on IC3PE 2018/2019 Conference
- Exergy analysis of conventional and hydrothermal liquefaction–esterification processes of microalgae for biodiesel production
- Advancing biodiesel production from microalgae Spirulina sp. by a simultaneous extraction–transesterification process using palm oil as a co-solvent of methanol
- Topical Issue on Applications of Mathematics in Chemistry
- Omega and the related counting polynomials of some chemical structures
- M-polynomial and topological indices of zigzag edge coronoid fused by starphene