Next Article in Journal
Effects of Soil–Rock Geomorphic Units on the Yield of Surface Runoff: A Case Study on Uncultivated Land of a Karst Area
Previous Article in Journal
Simulation and Reconstruction of Runoff in the High-Cold Mountains Area Based on Multiple Machine Learning Models
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Effect of Antibiotics and Thermophilic Pre-Treatment on Anaerobic Co-Digestion of Pig Manure and Corn Straw

1
State Key Laboratory of Urban Water Resource and Environment (SKLUWRE), School of Environment, Harbin Institute of Technology (HIT), Harbin 150090, China
2
School of Civil Engineering, Ethiopian Institute of Technology—Mekelle, Mekelle University, Mekelle P.O. Box 231, Ethiopia
3
College of Power and Energy Engineering, Harbin Engineering University, Harbin 150001, China
4
Institute of Climate and Society, Mekelle University, Mekelle P.O. Box 231, Ethiopia
*
Author to whom correspondence should be addressed.
Water 2023, 15(18), 3223; https://doi.org/10.3390/w15183223
Submission received: 1 June 2023 / Revised: 22 June 2023 / Accepted: 25 June 2023 / Published: 11 September 2023
(This article belongs to the Section Wastewater Treatment and Reuse)

Abstract

:
The excessive use of antibiotics in the pig breeding industry leads to the accumulation of antibiotic residuals in the environment, which is attributed to the improper treatment of livestock excrements. Sulfamethoxazole (SMX) and Norfloxacin (NOR) are antibiotics used in pig breeding and veterinary medicines as growth promoters and antibacterial drugs. The aim of this study was to examine the effects of these antibiotics and thermophilic pre-treatment on methane (CH4) yield by anaerobic co-digestion (AcoD) of pig manure and corn straw under mesophilic temperature condition (35 ± 1 °C). We used antibiotics at a concentration of 0, 20 and 60 mg L−1 (three stages) in two lab-scale continuously stirred tank reactors. The first reactor was run using untreated fed and the second reactor was run with thermophilic (55 ± 1 °C) pre-treated fed. The results showed that the CH4 productions from reactor one were 205, 163 and 128 and from reactor two were 222, 185 and 173 mL CH4 g−1 VSadded, respectively. This elucidates that the presence of antibiotics had a negative effect on CH4 production. Moreover, thermophilic pre-treatment improved the performance of the anaerobic digestion and CH4 production.

1. Introduction

China is among the world’s leading countries in the rapid development of animal breeding industries [1]; hence, animal manure production has been growing. For instance, in 2018, the total livestock manure generated from large-scale centralized farms was 3190 million tons (Mt) [2], of which 793.50 Mt (28.6%) was pig manure [3]. The production of crop residue was over 800 Mt per year, of which 505.5 Mt (38.6%) was corn straw [4,5]. Meanwhile, with the development of the pig breeding industry, a wide range of veterinary antibiotics is used in pig farming for fattening, disease control and growth promotion. A high concentration of antibiotics is excreted via urine and feces as non-metabolized parent compounds [6]. Sulfamethoxazole (SMX), a member of the sulfonamides antibiotics family, and norfloxacin (NOR), a member of the quinolones antibiotics family, are the most commonly used veterinary antibiotics in the pig breeding industry [7], and they are known to be difficult to degrade in the digestive system of animals [8], as well as in the environment. Due to improper disposal of manure, antibiotic residuals with concentrations varying from 0.001 mg kg−1 to 100 s mg kg−1 are disposed of in the environment [9]. It has been reported by [10,11] that the maximum concentration of Norfloxacin found in pig manure was around 225.45 mg kg−1 (WW), while Sulfamethoxazole was around 93.422 mg kg−1 (WW) [12]. Therefore, efficient disposal of manure would be a key factor in controlling the spread of antibiotics into the environment.
Anaerobic digestion (AD) is increasingly being used as a manure management technology in animal breeding industries to treat manure and to recover energy as CH4 [13]. In comparison to composting or long-term storage of manure in lagoons, AD is the most efficient pig manure management practice and a more sensitive process that requires operational precision [14]. However, the C/N ratio of pig manure is between 9.8 and 14.5, which often leads AD to inhibition of ammonia and causes an imbalance of the proton [15]. Corn straw is one of the largest agricultural residues with a high C/N ratio (from 58 to 70) [16] that contains rich cellulose and hemicellulose and has a high content of carbohydrates, about 60% of the dry matter [17]. This characteristic makes corn straw suitable for anaerobic co-digestion (AcoD) with pig manure. Furthermore, corn straw facilitates the acquisition of a high level of organic matter, as well as providing nutrients that are missing from microorganisms, which could result in a high biogas yield [18]. The presence of antibiotics in manure represents a significant concern with respect to the treatment of antibiotics during conventional agricultural waste management practices. If the concentrations of antibiotics are above a critical level, the AcoD process and its manure treatment and biogas/energy yield could be inhibited [19]. There are a lot of studies in the literature on the effects of antibiotics on CH4 production [20,21]. However, few studies focus on the effects of antibiotics (SMX and NOR) on CH4 production in AcoD. With the development of the livestock sector, pig farming has become one of the most important agricultural industries in China. Pig farming and pork consumption in China represent about half of the world’s total [15]. To meet the growing demand of pork, Chinese farms have widely been raising swine in large numbers [22]. In this study, the AcoD of pig manure and corn straw was used to enhance the biogas production, promoting synergistic effects of microorganisms, stabilizing the digestate and increasing its amount of key nutrients [23].
Thermophilic pretreatment is a temperature-phased AcoD that promotes the hydrolysis of feedstocks and acidogenesis in the thermophilic range and ensures higher syntrophic acetogenesis and methanogenesis in the subsequent mesophilic stage [24], and is used to disintegrate the cytomembrane of the substrate on the hydrolysis process of organic compounds [25]. Ariunbaatar et al. [26] studied the possibility of enhancing the AcoD of food waste through a series of batch experiments with thermophilic pretreatment; the methane yield was increased by 40%. In another study, Zhang et al. [27] investigated the effect of thermal pretreatment on the degradation of organic compounds in food waste. They observed that thermal-pretreatment had no significant effect on the final content of protein, but decreased fat, oil and grease potential by 7–36% and increased the stagnation period of protein (35–65%). The cumulative biogas production increased linearly, and the removal efficiency of vs. and other organic matter also increased exponentially.
The main objective of this study was to assess the effect of SMX and NOR on methane yield in anaerobic co-digestion. Moreover, the thermophilic pretreated feed and the untreated feed in the same mesophilic anaerobic co-digestion were compared. The microbial dynamics of biochemical reactions such as biogas generation, VFA fractions and buffering capacity in the presence of SMX and NOR were also investigated. In this regard, the novelty of the study is the addition of antibiotics (SMX and NOR) and methane yield as an alternative energy nexus. Moreover, it supports and controls the growth and health of animals. Such a study contributes to advancing the subject field by minimizing the fears of using antibiotics in animal feeding, breeding and disease control systems.

2. Materials and Methods

2.1. Raw Materials and Inoculum

Pig manure and corn straw were collected from a local pig farm in Hulan District, Harbin, China. After sampling, the coarse particles in pig manure were screened out using a 2 mm mesh. The corn straw was naturally dried, followed by pulverization treatment. The corn straw was cut into 2–3 cm pieces, and then ground and sieved by a 3 mm sieve mesh and subsequently pretreated by NaOH for improving biomass biodegradability and decomposition of the corn particles. Anaerobic granular sludge was obtained from a local corn processing up-flow anaerobic sludge blanket that was used as the inoculum. To enrich the methane yield and digestion microorganisms, the anaerobic sludge was activated with the corn straw powder and pig manure.

2.2. The Physicochemical Characteristics of Organic Materials

The total solids (TS), volatile solids (VS) and ash contents were estimated according to the standard methods of the American Public Health Association [28]. Organic loading rate (OLR) is also considered as an important operational parameter. The high OLR means high treatment capacity and methane yield, but it also may lead to overloading and thereby cause process instability; the optimal OLR used in this study was 1.68 g vs. L−1 d−1. The content of organic carbon was analyzed. The carbon–nitrogen ratio (25:1) was calculated using the carbon and nitrogen contents. The total solid and volatile solids were measured according to the following equations (Equations (1) and (2)). A drying oven (105 °C) and muffle furnace (600 °C) were used. The physicochemical characteristics of the corn straw and pig manure are shown in Table 1.
T o t a l   S o l i d s % = C 1 C 2 C 3 C 2 × 100 %
V o l a t i l e   S o l i d s % = C 1 C 4 C 3 C 2 × 100 %
where C1 is the total wt of the dried samples and container; C2 is the wt of the container; C3 is the wt of the wet samples and container; C4 is the wt of the samples and container after ignition.

2.3. Experiment Set-Up

Two 5 L laboratory-scale reactors (CSTRs) made from Plexiglas cylinders were used. The feeding and discharge ports were set up at the top and bottom of the reactors, respectively (Figures S2 and S3 see in the Supplementary Materials). The operating temperature was maintained at 35 ± 1 °C using a temperature controller. The hydraulic retention time (HRT) of both CSTRs was maintained at around 20–25 days. Once a day, approximately 150 mL of digestate was discharged and the same amount of raw material was fed.
The co-digestion was divided into three stages: Stage I (day 0 to day 40), the reactor was fed with only a mixture of pig manure and corn straw (these 40 days included the acclimation period of the reactor); Stage II (day 41 to day 70), 20 mg L−1 of SMX and NOR was added into the feed; Stage III (day 71–day 90), 60 mg L−1 of SMX and NOR was added into the feed. The feed for the first reactor (R-1) was without further pretreatment. However, it passed through thermal pretreatment before being fed into the second reactor (R-2) (Figure S1 see in the Supplementary Materials). Thermal pretreatment was carried out in a 700 mL CSTR pretreatment tank with an HRT of 1–2 days and temperature of 55 ± 1 °C. The addition of the antibiotics took place periodically every day with the reactor feeding as per the feed requirements. The mixing ratio between SMX and NOR was 1:1 (Volume based).

2.4. Sampling and Physicochemical Analysis

Samples were collected from R-1 and R-2 approximately every two days. The sludge was immediately analyzed to measure its physicochemical characteristics, including total solids, volatile solids, pH, oxidation-reduction potential (ORP) and the concentration of soluble chemical oxygen demand (sCOD) and ammonia nitrogen (NH4+-N). The sCOD, NH4+-N, total solids and volatile solids parameters were monitored according to American Public Health Association standards. The quantification of volatile fatty acids (VFAs) (including acetic acid, propionic acid, iso-butyric acid, butyric acid, iso-valeric acid and valeric acid) was carried out using a gas chromatograph (GC7890N, Agilent, Santa Clara, CA, USA). CH4 was measured by a gas chromatograph (GC7890N, Agilent, Santa Clara, CA, USA) equipped with a thermal conductivity detector and a 2 m packed column (Porapak N, Agilent, Santa Clara, CA, USA). Sulfamethoxazole and Norfloxacin were purchased from Sigma (Munich, Germany). The concentrations of the antibiotics in the anaerobic sludge and pig manure were detected and analyzed by high-performance liquid chromatography-tandem mass spectrometry (HPLC-MS/MS). The detailed information of the analysis conditions of Ultra-Performance Liquid Chromatography (UPLC) and mass spectrum was described by Wen et al. [29] All the experiments were performed in triplicate, and the results presented in this study are averages.

3. Results and Discussions

3.1. Effect of Antibiotics on Co-Digestion of Pig Manure and Corn Straw in Mesophilic AD

3.1.1. Effect on NH4+-N and sCOD on R-1

The profiles of NH4+-N in the operating stages are shown in Figure 1a. It was found that the NH4+-N concentration of Stage I averaged 751 mg L−1 and showed higher fluctuation. In Stage II, after the introduction of the low concentration of antibiotics, the NH4+-N concentration increased from 572 to 970 mg L−1 (with an average concentration of 763 mg L−1). Moreover, when a low concentration of antibiotics was added in Stage II, an inhibition in the degradation of nitrogenous matter found in the pig manure was caused by the antibiotics. In Stage III, the average NH4+-N concentration increased to 883 mg L−1. The results showed that the concentration increased by 5.71 ± 2.38% and 14.99 ± 3.45% in Stage II and Stage III, respectively, as compared to that of Stage I.
NH4+-N was mainly produced due to the degradation of proteins, nitrogenous fats and nucleic acid. According to some studies carried out on organic municipal wastes, the process remained stable and the methane yield was kept normal for NH4+-N concentrations of less than 3300 mg L−1 [30] Moreover, Astals et al. [31] suggested that the free ammonia, which was determined by the three parameters (total ammonia concentration, temperature and pH), was the most important factor causing ammonia inhibition. NH4+-N acts as a pH neutralizer against VFAs and maintains pH at the optimum level, while, on the other hand, it is also a valuable source of nitrogen for methanogenic bacteria. On the contrary, a high concentration of ammonia can intoxicate the microorganisms and inhibit AD. According to Xiao et al. [32], pig manure usually contains excessive amounts of nitrogen, which can lead to the accumulation of NH4+-N. Moreover, the antibiotics can have negative effects on the activities of microbes, especially methanogens, when they release the NH4+-N. Overall, they co-digest into simple soluble compounds in Stage I. The maximum concentration of sCOD, i.e., 990 mg L−1 was attained on day 6, during which the sCOD decreased with slight fluctuation in this stage. When SMX and NOR (20 mg L−1) was introduced into the reactor in Stage II, the average daily concentration of sCOD in the effluent was 1047 mg L−1, which was 20% higher than that in Stage I. In Stage III, the average daily sCOD concentration was 1209 mg L−1, which was 21.56% higher than that in Stage I. The maximum sCOD accumulation (1380 mg L−1) was observed on day 74. The sCOD concentration could be considered as a more reliable process parameter to understand the co-digestion process. Therefore, changes in the organic strength of the digesters were monitored by sCOD analysis. The inhibitory influence of antibiotics on COD removal efficiencies from the AD process has resulted in the accumulation of sCOD in the reactors. This is due to the increase in antibiotics dosage inhibiting the activity of fermentative microorganisms or acidifying bacteria in anaerobic reactors that produce more sCOD. Moreover, the use of sCOD could be decreased due to the inhibition of antibiotics in the related activities of hydrogen-producing acetogenesis bacteria, methane-producing methanogenic agents and a combination of all these processes. The results of the research showed that the addition of SMX and NOR had a negative effect on the removal of sCOD, and this effect was recoverable. The recoverability may be due to microbial adaptation to a high concentration of the antibiotics SMX and NOR after long-term exposure. Recovery of sCOD removal was also observed by Yi et al. [33] when microbial communities were adapted to the toxic environment.

3.1.2. Effects on VFAs and Alkalinity

The results of VFAs and alkalinity variation are illustrated in Figure 1c,d. VFAs and alkalinity together are recognized as good indicators of the digestion process. According to the values obtained from the gas chromatography, acetic acid occupied the majority of the VFAs’ composition in the reactor. Small amounts of propionic and butyric acid were also detected.
During the beginning of the AD process (day 1), the concentration of VFAs rose up to 278 mg L−1 due to the overloading of organic materials. On the subsequent day (day 2), it began to decrease and fluctuated between 120 to 240 mg L−1, with an average concentration of 176 mg L−1 (Figure 1c). The alkalinity in the reactor ranged between 1400 and 3000 mg L−1 and averaged 2353 mg L−1. The ratio of VFAs/alkalinity in the reactor was 0.07 during this stage. The VFAs in Stage II were on average 271 mg L−1, which was 35.03% higher than that in Stage I. The alkalinity was 2138 mg L−1, and the VFAs/alkalinity ratio was 0.20. The average concentration of VFAs was 415 mg L−1 in Stage III, which was higher by 57.67% and 34.75% than those in Stage I and Stage II, respectively (Table S2 see in the Supplementary Materials). As the concentration of the antibiotics in the reactor increased, the resistance of microorganisms to the antibiotics also increased due to prolonged exposure to antibiotics. A significant accumulation of VFAs was observed in this stage. The total alkalinity ranged from 1000 to 2000 mg L−1 with an average value of 1936 mg L−1, which was slightly lower than that in Stage II, but still satisfied the requirement of AD. The VFAs/Alkalinity ratio in this stage is 0.21. The results indicated that the ratio of VFAs to alkalinity did not affect the performance of anaerobic co-digestion. According to the study carried out by Razaviarani et al. [34], a ratio of total acidity/alkalinity between 0.1 and 0.4 indicates favorable operating conditions without the risk of acidification. This indicates that the presence of SMX and NOR in AD had little effect on VFAs and alkalinity profiles.

3.1.3. The Effects of Antibiotics on Methane Yield

The CH4 production profiles in all the operation stages are shown in Figure 2. The average daily CH4 production in Stages I, II and III were found to be 196, 149 and 128 mL CH4 d−1, respectively. The CH4 production fluctuated between 160 and 238 mL CH4 g−1 VSadded in Stage I and between 100 and 210 mL CH4 g−1 VSadded in Stage II, respectively. At day 54, the trend of CH4 production significantly declined (to around 101 CH4 mL g−1 VSadded) and started to recover due to the adaptation of microorganisms to the low concentration of antibiotics; the average CH4 production in this stage was 163 mL CH4 g−1 VSadded, which was 23.83% lower than that in Stage I.
In Stage III, CH4 production was in the range of 105–140 mL CH4 g−1 VSadded. The CH4 production in the reactor declined to about 110 mL CH4 g−1 VSadded (day 76) and maintained with a slight fluctuation. The average CH4 production in this stage was 128 mL CH4 g−1 VSadded, which was 34.31% lower than that in Stage I. The results showed that the presence of antibiotics had a negative effect (p < 0.05) on biogas and CH4 production. Moreover, the inhibitory effect of antibiotics’ CH4 production increases with the increase in antibiotics’ concentration.

3.1.4. Antibiotics Removal Efficiency on R-1

The levels of SMX and NOR in the digestate in R-1 in Stages II and III were measured to reveal their behavior in an anaerobic digester. The concentrations of SMX and NOR were measured on day 64 and day 88 to determine the removal efficiency of the antibiotics under the mesophilic condition. The antibiotic removal efficiency during the anaerobic co-digestion is shown in Table 2. The concentrations of SMX and NOR in R-1 on day 88 were three times higher than those on day 64. This was due to the continuous addition of high concentrations of the antibiotics, although the removal efficiencies of SMX and NOR on day 88 were 2.46% and 4.60% higher than those on day 64, respectively. Xiao. et al. [32] and Qiu et al. [35] showed that antibiotics can be removed by sorption and biodegradation due to sulfur-reducing bacteria.

3.2. The Effects of Thermophilic Pre-Treatment on the Co-Digestion of Pig Manure and Corn Straw

3.2.1. Effects on NH4+-N and sCOD

Figure 3a shows the daily NH4+-N concentration of R-2. As seen in the figure, NH4+-N was on average 737, 662 and 698 mg L−1 in each stage, respectively. By comparison, R-1 decreased by 1.8%, 15.255% and 29.59%, respectively. The decrease in NH4+-N is attributed to the thermophilic pretreatment leading to improved decomposition of nitrogen-containing substances [36]. In addition, thermophilic pretreatment may disintegrate the solid particles of pig manure; as a result, more soluble substances were subsequently released, which can be more easily utilized by microorganisms, reducing the concentration of NH4+-N. The concentration was lower in R-2 than in R-1; hence, enhanced protein fermentation was observed under thermophilic conditions [37]. The variation of sCOD is shown in (Figure 3b). The average sCOD concentrations in R-2 were 472, 881 and 1100 mg L−1 in each stage, respectively, which were 45.15%, 18.80% and 15.20% lower compared to those in R-1. The results indicated that the continuous hydrolysis of particulates resulted in more soluble products being released during the co-digestion. Such conversions increased the amount of soluble organic matter that was accessible to the methanogenic bacteria for CH4 production [38].

3.2.2. Effects on VFAs and alkalinity

The average VFAs content in R-2 was 175, 252 and 345 mg L−1, respectively, in the three operation stages (Figure 3c). These were 8.76, 7.14 and 20.34% lower than those in R-1, respectively. The accumulation reduction of VFAs in R-2 occurred due to the thermal pretreatment influence in the influent characteristics. This indicates that acetogens and hydrogenotrophs under thermophilic pretreatment conditions are more sensitive to environmental changes [39].
The average alkalinity in Stages I, II and III in R-2 was found to be 2552, 1834 and 1756 mg L−1, respectively (Figure 3d). Compared to those of R-1, it decreased by 7.8, 16.56 and 10.25% respectively. The result indicated that the thermophilic pretreatment increased the buffering capacity of the system. The VFAs/Alkalinity ratio in R-2 was 0.06, 0.19 and 0.21 in Stages I, II and III respectively. Cetecioglu et al. [39] reported that the buffering capacity was sufficient when the VFAs/alkalinity ratio was maintained below 0.4.

3.2.3. Effects on Methane Production

The average CH4 production in Stage I was 222 mL CH4 g−1 VSadded (Figure 4) in R-2. By comparison, in R-1, CH4 production increased by 8.3%, which was due to thermophilic pretreatment promoting the hydrolysis of the substrate, increasing the CH4 production. The average CH4 production in Stage II was 185 mL CH4 g −1 VSadded, which was 13.3% higher than that of R-1. In Stage III, the average CH4 production was 173 mL CH4 g−1 VSadded, which was 35.3% higher than that of R-1. This was because the thermophilic temperature accelerated the degradation of antibiotics and facilitated the reproduction of the microbial metabolisms, thus enhancing the CH4 production efficiency of the system. Stages II and III had similar CH4 production even though the concentration of antibiotics in Stage III was triple that of Stage II (185 and 173 mL CH4 g−1 VSadded respectively) (Figure 5).
Figure 5 showed the comparison of CH4 production between R-1 and R-2. The CH4 production from R-2 was increased by 11.26%, 9.44% and 26.01% in each stage, respectively, from that of R-1. This is due to thermophilic pretreatment increasing the buffering capacity of the system and improving the CH4 production. Moreover, thermo-pretreatment can reduce the inhibitory effect of antibiotics and also improve the degradation of antibiotics in the AcoD system. Our results have similarities with those of other studies. For example, studies by Li et al. [40] and Zhi et al. [41] found a reduced inhibitory effect and improved degradation of antibiotics when they used thermo-pretreatment. Moreover, since pig manure and corn straw contain lignocellulosic biomasses that are resistant to hydrolysis [42], due to the presence of recalcitrant substances such as lignin thermophilic, pretreatment would enhance the hydrolysis of lignocellulosic biomass and improve the digestion of organic substrates.

3.2.4. Antibiotics Removal Efficiency on R-2

The removal of antibiotics in R-2 is shown in Table 2. The antibiotics’ concentrations were measured on day 64 and day 88, respectively. The results showed that, compared to R-1, the removal efficiency of SMX increased by 1.6 ± 0.28% (day 64) and 4.74 ± 0.95% (day 88), and the removal efficiency of NOR increased by 11.69 ± 0.76% and 10.95 ± 0.93%, respectively. Despite the difference in concentration, thermophilic pretreatment enhanced the removal efficiency of both types of antibiotics. Therefore, more stable antibiotics removal could have been achieved for higher antibiotics concentrations when thermophilic pretreatment was used.

4. Conclusions

The performance of the AD process treatment of pig manure and corn straw under different SMX and NOR concentrations was investigated. Moreover, the effect of thermophilic pretreatment was investigated. and we found the following:
  • The addition of SMX and NOR had a negative effect on the digestion process;
  • The CH4 production decreased by 20.48% in stage two and 37.56% in stage three;
  • Thermophilic pretreatment increased the buffering capacity of the system and improved methane production by 15.57%;
  • Thermal pretreatment also improved the degradation of SMX by 1.60% and 4.75% and NOR by 11.67% and 10.95% in the low and high antibiotic concentration stages;
  • The presence of the antibiotics affects the CH4 production.

Supplementary Materials

The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/w15183223/s1, Figure S1: Schematic description of mixing and anaerobic Co-digestion on CSTR used for anaerobic co-digestion of pig manure and corn straw in reactor-1 with untreated; Figure S2: Schematic description of CSTR used for anaerobic co-digestion of pig manure and corn straw in reactor-1 with untreated feeding; Figure S3: Schematic description of CSTR used for anaerobic co-digestion of pig manure and corn straw in reactor-2 with thermophilic pretreatment feeding; Figure S4: Experimental results between each stage and R-1and R-2.

Author Contributions

Conceptualization, experimental work, and drafting the manuscript, S.T.A.; Provided guidance and reviews, Q.W. and Z.C.; Assisted experiments Y.L.; Project administration, S.Y.; Validation and graphics, S.A.A.; Review and editing, H.S. All authors have read and agreed to the published version of the manuscript.

Funding

The authors acknowledge the financial support of the National Key R&D Program of China (2018YFC0406303, 2016YFC04011023), the National Natural Science Foundation of China (Grant No. 51878214) and National and local joint engineering laboratory of municipal sewage resource utilization technology (2018KF06) and UTFORSK 2016—Long-term project funding from Norway (UTF-2016-longterm/10042).

Data Availability Statement

The data and material used in this research are available upon request from the corresponding author.

Conflicts of Interest

No potential conflict of interest was reported by the authors.

References

  1. Nan, S.H.A.N.; Hu, L.I.; LI, J.Z.; Ng, E.L.; Yan, M.A.; WANG, L.G.; Qing, C.H.E.N. A Major Pathway for Carbon and Nitrogen Losses—Gas Emissions during Storage of Solid Pig Manure in China. J. Integr. Agric. 2019, 18, 190–200. [Google Scholar] [CrossRef]
  2. Venkata Mohan, S.; Nikhil, G.N.; Chiranjeevi, P.; Nagendranatha Reddy, C.; Rohit, M.V.; Kumar, A.N.; Sarkar, O. Waste Biorefinery Models towards Sustainable Circular Bioeconomy: Critical Review and Future Perspectives. Bioresour. Technol. 2016, 215, 2–12. [Google Scholar] [CrossRef]
  3. Jiang, X.; Sommer, S.G.; Christensen, K.V. A Review of the Biogas Industry in China. Energy Policy 2011, 39, 6073–6081. [Google Scholar] [CrossRef]
  4. Wang, Y.; Li, G.; Chi, M.; Sun, Y.; Zhang, J.; Jiang, S.; Cui, Z. Effects of Co-Digestion of Cucumber Residues to Corn Stover and Pig Manure Ratio on Methane Production in Solid State Anaerobic Digestion. Bioresour. Technol. 2018, 250, 328–336. [Google Scholar] [CrossRef] [PubMed]
  5. Jiang, D.; Zhuang, D.; Fu, J.; Huang, Y.; Wen, K. Bioenergy Potential from Crop Residues in China: Availability and Distribution. Renew. Sustain. Energy Rev. 2012, 16, 1377–1382. [Google Scholar] [CrossRef]
  6. Sara, P.; Giuliana, D.; Michele, P.; Maurizio, C.; Luca, C.; Fabrizio, A. Effect of Veterinary Antibiotics on Biogas and Bio-Methane Production. Int. Biodeterior. Biodegrad. 2013, 85, 205–209. [Google Scholar] [CrossRef]
  7. Van Epps, A.; Blaney, L. Antibiotic Residues in Animal Waste: Occurrence and Degradation in Conventional Agricultural Waste Management Practices. Curr. Pollut. Rep. 2016, 2, 135–155. [Google Scholar] [CrossRef]
  8. Kumar, K.; Gupta, C.S.; Chander, Y.; Singh, A.K. Antibiotic Use in Agriculture and Its Impact on the Terrestrial Environment. Adv. Agron. 2005, 87, 1–54. [Google Scholar] [CrossRef]
  9. Pan, M.; Chu, L.M. Transfer of Antibiotics from Wastewater or Animal Manure to Soil and Edible Crops. Environ. Pollut. 2017, 231, 829–836. [Google Scholar] [CrossRef]
  10. Wang, J.; Lin, H.; Sun, W.; Xia, Y.; Ma, J.; Fu, J.; Zhang, Z.; Wu, H.; Qian, M. Variations in the Fate and Biological Effects of Sulfamethoxazole, Norfloxacin and Doxycycline in Different Vegetable-Soil Systems Following Manure Application. J. Hazard. Mater. 2016, 304, 49–57. [Google Scholar] [CrossRef]
  11. Zhao, L.; Dong, Y.H.; Wang, H. Residues of Veterinary Antibiotics in Manures from Feedlot Livestock in Eight Provinces of China. Sci. Total Environ. 2010, 408, 1069–1075. [Google Scholar] [CrossRef] [PubMed]
  12. Wohde, M.; Berkner, S.; Junker, T.; Konradi, S.; Schwarz, L.; Düring, R.A. Occurrence and Transformation of Veterinary Pharmaceuticals and Biocides in Manure: A Literature Review. Environ. Sci. Eur. 2016, 28, 23. [Google Scholar] [CrossRef] [PubMed]
  13. Mitchell, S.M.; Ullman, J.L.; Teel, A.L.; Watts, R.J.; Frear, C. The Effects of the Antibiotics Ampicillin, Florfenicol, Sulfamethazine, and Tylosin on Biogas Production and Their Degradation Efficiency during Anaerobic Digestion. Bioresour. Technol. 2013, 149, 244–252. [Google Scholar] [CrossRef] [PubMed]
  14. Ward, A.J.; Hobbs, P.J.; Holliman, P.J.; Jones, D.L. Optimisation of the Anaerobic Digestion of Agricultural Resources. Bioresour. Technol. 2008, 99, 7928–7940. [Google Scholar] [CrossRef] [PubMed]
  15. Song, X.; Zhang, K.; Han, B.; Liang, J.; Zhai, Z.; Du, L. Anaerobic Co-Digestion of Pig Manure with Dried Maize Straw. BioResources 2016, 11, 8875–8889. [Google Scholar] [CrossRef]
  16. Wang, Y.; Zhang, Y.; Wang, J.; Meng, L. Effects of Volatile Fatty Acid Concentrations on Methane Yield and Methanogenic Bacteria. Biomass Bioenergy 2009, 33, 848–853. [Google Scholar] [CrossRef]
  17. Zhang, L.; Loh, K.C.; Sarvanantharajah, S.; Tong, Y.W.; Wang, C.H.; Dai, Y. Mesophilic and Thermophilic Anaerobic Digestion of Soybean Curd Residue for Methane Production: Characterizing Bacterial and Methanogen Communities and Their Correlations with Organic Loading Rate and Operating Temperature. Bioresour. Technol. 2019, 288, 121597. [Google Scholar] [CrossRef]
  18. Zhang, C.; Li, J.; Liu, C.; Liu, X.; Wang, J.; Li, S.; Fan, G.; Zhang, L. Alkaline Pretreatment for Enhancement of Biogas Production from Banana Stem and Swine Manure by Anaerobic Codigestion. Bioresour. Technol. 2013, 149, 353–358. [Google Scholar] [CrossRef]
  19. Marcelino, R.B.P.; Leão, M.M.D.; Lago, R.M.; Amorim, C.C. Multistage Ozone and Biological Treatment System for Real Wastewater Containing Antibiotics. J. Environ. Manag. 2017, 195, 110–116. [Google Scholar] [CrossRef]
  20. Kawai, T.; Kazuhiko, I.; Takaya, N.; Yamaguchi, Y.; Kishii, R.; Kohno, Y.; Kurasaki, H. Sulfonamide-Based Non-Alkyne LpxC Inhibitors as Gram-Negative Antibacterial Agents. Bioorgan. Med. Chem. Lett. 2017, 27, 1045–1049. [Google Scholar] [CrossRef]
  21. Andriamanohiarisoamanana, F.J.; Saikawa, A.; Tarukawa, K.; Qi, G.; Pan, Z.; Yamashiro, T.; Iwasaki, M.; Ihara, I.; Nishida, T.; Umetsu, K. Anaerobic Co-Digestion of Dairy Manure, Meat and Bone Meal, and Crude Glycerol under Mesophilic Conditions: Synergistic Effect and Kinetic Studies. Energy Sustain. Dev. 2017, 40, 11–18. [Google Scholar] [CrossRef]
  22. Yang, H.; Paruch, L.; Chen, X.; van Eerde, A.; Skomedal, H.; Wang, Y.; Liu, D.; Clarke, J.L. Antibiotic Application and Resistance in Swine Production in China: Current Situation and Future Perspectives. Front. Vet. Sci. 2019, 6, 136. [Google Scholar] [CrossRef] [PubMed]
  23. Braguglia, C.M.; Gallipoli, A.; Gianico, A.; Pagliaccia, P. Anaerobic Bioconversion of Food Waste into Energy: A Critical Review. Bioresour. Technol. 2018, 248, 37–56. [Google Scholar] [CrossRef]
  24. Zhen, G.; Lu, X.; Kato, H.; Zhao, Y.; Li, Y.Y. Overview of Pretreatment Strategies for Enhancing Sewage Sludge Disintegration and Subsequent Anaerobic Digestion: Current Advances, Full-Scale Application and Future Perspectives. Renew. Sustain. Energy Rev. 2017, 69, 559–577. [Google Scholar] [CrossRef]
  25. Ren, Y.; Yu, M.; Wu, C.; Wang, Q.; Gao, M.; Huang, Q.; Liu, Y. A Comprehensive Review on Food Waste Anaerobic Digestion: Research Updates and Tendencies. Bioresour. Technol. 2018, 247, 1069–1076. [Google Scholar] [CrossRef]
  26. Ariunbaatar, J.; Panico, A.; Yeh, D.H.; Pirozzi, F.; Lens, P.N.L.; Esposito, G. Enhanced Mesophilic Anaerobic Digestion of Food Waste by Thermal Pretreatment: Substrate versus Digestate Heating. Waste Manag. 2015, 46, 176–181. [Google Scholar] [CrossRef] [PubMed]
  27. Zhang, J.; Li, W.; Lee, J.; Loh, K.C.; Dai, Y.; Tong, Y.W. Enhancement of Biogas Production in Anaerobic Co-Digestion of Food Waste and Waste Activated Sludge by Biological Co-Pretreatment. Energy 2017, 137, 479–486. [Google Scholar] [CrossRef]
  28. Gaworski, M.; Jabłoński, S.; Pawlaczyk-Graja, I.; Ziewiecki, R.; Rutkowski, P.; Wieczyńska, A.; Gancarz, R.; Łukaszewicz, M. Enhancing Biogas Plant Production Using Pig Manure and Corn Silage by Adding Wheat Straw Processed with Liquid Hot Water and Steam Explosion. Biotechnol. Biofuels 2017, 10, 259. [Google Scholar] [CrossRef]
  29. Wen, Q.; Yang, L.; Zhao, Y.; Huang, L.; Chen, Z. Insight into Effects of Antibiotics on Reactor Performance and Evolutions of Antibiotic Resistance Genes and Microbial Community in a Membrane Reactor. Chemosphere 2018, 197, 420–429. [Google Scholar] [CrossRef]
  30. Tian, H.; Duan, N.; Lin, C.; Li, X.; Zhong, M. Anaerobic Co-Digestion of Kitchen Waste and Pig Manure with Different Mixing Ratios. J. Biosci. Bioeng. 2015, 120, 51–57. [Google Scholar] [CrossRef]
  31. Astals, S.; Nolla-Ardèvol, V.; Mata-Alvarez, J. Thermophilic Co-Digestion of Pig Manure and Crude Glycerol: Process Performance and Digestate Stability. J. Biotechnol. 2013, 166, 97–104. [Google Scholar] [CrossRef] [PubMed]
  32. Xiao, Y.; Yaohari, H.; De Araujo, C.; Sze, C.C.; Stuckey, D.C. Removal of Selected Pharmaceuticals in an Anaerobic Membrane Bioreactor (AnMBR) with/without Powdered Activated Carbon (PAC). Chem. Eng. J. 2017, 321, 335–345. [Google Scholar] [CrossRef]
  33. Yi, Q.; Zhang, Y.; Gao, Y.; Tian, Z.; Yang, M. Anaerobic Treatment of Antibiotic Production Wastewater Pretreated with Enhanced Hydrolysis: Simultaneous Reduction of COD and ARGs; Elsevier Ltd.: Amsterdam, The Netherlands, 2017; Volume 110, ISBN 8610629198. [Google Scholar]
  34. Razaviarani, V.; Buchanan, I.D. Anaerobic Co-Digestion of Biodiesel Waste Glycerin with Municipal Wastewater Sludge: Microbial Community Structure Dynamics and Reactor Performance. Bioresour. Technol. 2015, 182, 8–17. [Google Scholar] [CrossRef] [PubMed]
  35. Qiu, L.Q.; Zhang, L.; Tang, K.; Chen, G.; Kumar Khanal, S.; Lu, H. Removal of Sulfamethoxazole (SMX) in Sulfate-Reducing Flocculent and Granular Sludge Systems. Bioresour. Technol. 2019, 288, 121592. [Google Scholar] [CrossRef] [PubMed]
  36. Pilli, S.; More, T.; Yan, S.; Tyagi, R.D.; Surampalli, R.Y. Anaerobic Digestion of Thermal Pre-Treated Sludge at Different Solids Concentrations—Computation of Mass-Energy Balance and Greenhouse Gas Emissions. J. Environ. Manag. 2015, 157, 250–261. [Google Scholar] [CrossRef]
  37. Ge, H.; Jensen, P.D.; Batstone, D.J. Pre-Treatment Mechanisms during Thermophilic-Mesophilic Temperature Phased Anaerobic Digestion of Primary Sludge. Water Res. 2010, 44, 123–130. [Google Scholar] [CrossRef]
  38. Anjum, M.; Khalid, A.; Mahmood, T.; Aziz, I. Anaerobic Co-Digestion of Catering Waste with Partially Pretreated Lignocellulosic Crop Residues. J. Clean. Prod. 2016, 117, 56–63. [Google Scholar] [CrossRef]
  39. Cetecioglu, Z.; Ince, B.; Orhon, D.; Ince, O. Anaerobic Sulfamethoxazole Degradation Is Driven by Homoacetogenesis Coupled with Hydrogenotrophic Methanogenesis. Water Res. 2016, 90, 79–89. [Google Scholar] [CrossRef]
  40. Li, C.; Zhang, G.; Zhang, Z.; Ma, D.; Xu, G. Alkaline Thermal Pretreatment at Mild Temperatures for Biogas Production from Anaerobic Digestion of Antibiotic Mycelial Residue. Bioresour. Technol. 2016, 208, 49–57. [Google Scholar] [CrossRef]
  41. Zhi, S.; Zhang, K. Antibiotic Residues May Stimulate or Suppress Methane Yield and Microbial Activity during High-Solid Anaerobic Digestion. Chem. Eng. J. 2019, 359, 1303–1315. [Google Scholar] [CrossRef]
  42. Pandit, K.S.; Chavan, P.V.; Desai, U.V.; Kulkarni, M.A.; Wadgaonkar, P.P. Tris-Hydroxymethylaminomethane (THAM): A Novel Organocatalyst for a Environmentally Benign Synthesis of Medicinally Important Tetrahydrobenzo[b]Pyrans and Pyran-Annulated Heterocycles. New J. Chem. 2015, 39, 4452–4463. [Google Scholar] [CrossRef]
Figure 1. Experimental results from R-1 (a) NH4+-N; (b) sCOD; (c) VFAs; (d) total alkalinity.
Figure 1. Experimental results from R-1 (a) NH4+-N; (b) sCOD; (c) VFAs; (d) total alkalinity.
Water 15 03223 g001
Figure 2. R-1 CH4 production change.
Figure 2. R-1 CH4 production change.
Water 15 03223 g002
Figure 3. Experimental results from R-2 (a) NH4+-N; (b) sCOD; (c) VFAs; (d) total alkalinity.
Figure 3. Experimental results from R-2 (a) NH4+-N; (b) sCOD; (c) VFAs; (d) total alkalinity.
Water 15 03223 g003
Figure 4. R-2 CH4 production change.
Figure 4. R-2 CH4 production change.
Water 15 03223 g004
Figure 5. CH4 percentage composition in R-1 and R-2.
Figure 5. CH4 percentage composition in R-1 and R-2.
Water 15 03223 g005
Table 1. Physicochemical properties of the pig manure and straw (WW).
Table 1. Physicochemical properties of the pig manure and straw (WW).
SubstrateTS (%)VS (%)MC (%)C (%)N (%)
Pig manure23.517.476.546.264.25
Corn straw82.464.817.645.170.63
Table 2. The removal efficiency of SMX and NOR.
Table 2. The removal efficiency of SMX and NOR.
ReactorSampling DayAntibiotics TypeAntibiotics Concentration (mg L−1)Removal Efficiency (%)
R-164SMX5.81 ± 0.11571.10 ± 0.58
NOR7.846 ± 0.23460.79 ± 1.17
88SMX15.864 ± 0.21573.56 ± 1.08
NOR20.768 ± 0.15665.39 ±0.75
R-264SMX4.523 ± 0.15572.19 ± 0.69
NOR5.79 ± 1.2273.28 ± 0.59
88SMX11.428 ± 0.20177.39± 0.78
NOR16.681 ± 0.13780.95 ± 1.01
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.

Share and Cite

MDPI and ACS Style

Wen, Q.; Asfaw, S.T.; Yang, S.; Chen, Z.; Ahmed, S.A.; Li, Y.; Shiferaw, H. Effect of Antibiotics and Thermophilic Pre-Treatment on Anaerobic Co-Digestion of Pig Manure and Corn Straw. Water 2023, 15, 3223. https://doi.org/10.3390/w15183223

AMA Style

Wen Q, Asfaw ST, Yang S, Chen Z, Ahmed SA, Li Y, Shiferaw H. Effect of Antibiotics and Thermophilic Pre-Treatment on Anaerobic Co-Digestion of Pig Manure and Corn Straw. Water. 2023; 15(18):3223. https://doi.org/10.3390/w15183223

Chicago/Turabian Style

Wen, Qinxue, Solomon Tsegay Asfaw, Shuo Yang, Zhiqiang Chen, Salman Abdu Ahmed, Yixin Li, and Henok Shiferaw. 2023. "Effect of Antibiotics and Thermophilic Pre-Treatment on Anaerobic Co-Digestion of Pig Manure and Corn Straw" Water 15, no. 18: 3223. https://doi.org/10.3390/w15183223

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop