Chao Zhonga,
Chunming Wanga,
Fengxue Wanga,
Honghua Jia*a,
Ping Weia and
Yin Zhaob
aCollege of Biotechnology and Pharmaceutical Engineering, Nanjing Tech University, Nanjing 211800, P. R. China. E-mail: hhjia@njtech.edu.cn; Fax: +86-25-58139368; Tel: +86-25-58139368
bHenan Tianguan Group Co. Ltd, Nanyang 473000, P. R. China
First published on 15th June 2016
Lignocelluloses featuring complicated structure and poor degradability usually require pretreatments prior to their utilization; synergistic microbial systems are ubiquitous in nature and now exhibit appealing features that inspire mounting interest in developing functional microbial consortia for biotechnology development. In this study, we introduced a microbial consortium composed of bacteria and fungi that synergistically exhibited great abilities of lignocellulose degradation. A pretreatment of lignocelluloses by using this functional microbial consortium was designed and results showed that enhanced degradability in wheat straw and the broth containing amounts of organic materials (e.g. volatile fatty acids and carbohydrates) that could be used for biogas synthesis were detected in the pretreatment system. A subsequent anaerobic fermentation with the application of the pretreated system showed a 39.24% and 80.34% increase in total biogas and methane yield as well as a faster startup in a 20 day production process compared to the process based on the untreated system.
With environmental problems becoming more exacerbated, interest in more efficient utilization of agro-industrial residues for the production of renewable energies has increased,6,7 among which biogas (biomethane) has drawn attention and promises to be an ideal substitution for traditional fossil fuels.8 Generally, biogas production is divided into three phases: hydrolysis, acidogenesis and methanogenesis, among which the hydrolysis process is usually a rate-limiting step if the raw materials are rich in lignocelluloses,9 because lignocellulosic materials are usually resistant to being digested due to the tight associations in lignocelluloses.10 Hence, to highly-efficiently utilize these materials for biogas production, pretreatment prior to anaerobic digestion is required.
Up to now, extensive efforts have been made to develop efficient biomass pretreatment methods such as biological, physical, chemical or physicochemical methods,11,12 among which the biological method has drawn increasing attention due to its lower energy requirement and milder operational conditions. Recently, biological pretreatment based on the use of enzymes (e.g. cellulase or laccase) has been reported and exhibited its advantages.4 However, this method needs a large amount of enzymes and may therefore increase the operation cost; additionally, the application of enzymes may be strictly limited by the operational conditions, and these drawbacks prevent it from being an ideal method for biomass pretreatment.
In comparison, pretreatment based on microorganisms is an economically promising alteration. The majority of current research focuses on pretreatment using fungi, especially those in single strain or pure cultures, which usually turn out to be low efficiency in view of the individual effect.13–15 Recently, the application of a microbial consortium that imposes synergistic effects on biomass pretreatment has drawn mounting attention and achieved positive results.16–18 However, many of these methods focus on the abilities of cellulose/hemicelluloses degradation while lignin removal is always obscure or ignored. In fact, research has confirmed that cellulase accessibility can be greatly improved by removing the lignin from lignocelluloses and pretreatment efficiency might be therefore enhanced if the microbial consortium could synergistically work on lignin degradation as well as cellulose/hemicellulose hydrolysis.19,20
Hence, the objective of this study was to investigate the feasibility of wheat straw pretreatment by using a functional microbial consortium consisting of both bacteria and fungi; in addition, the microbial composition in this consortium as well as its effect on wheat straw biodegradability and biogas (methane) production were also studied to reveal the mechanism of synergistic microbial pretreatment. A laboratory-scale and continuous anaerobic biogas digester were applied to evaluate the biological methane potential (BMP) of pretreated wheat straw.
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Fig. 1 Scheme for screening and selection of microbial consortium from different raw materials and its application on wheat straw pretreatment for biogas production. |
For the microbial consortium selection, microbial flora chosen from the primary screening were respectively renumbered and inoculated in capped flasks containing fresh MSM. In addition, the chosen flora were mutually mixed with each other in the same ratio and inoculated in capped flasks containing fresh MSM. Selection was based on the overall analyses including lignocellulosic ingredient degradation of wheat straw, filter paper degradation rate and contents of water soluble carbohydrate and organic products in the fermentation broth. After selection, continuous domestication of the determined microbial consortium was carried out to maintain the stable community.
Determination of the volatile products in the pretreatment broth was conducted as follows: broth that was periodically collected was initially centrifuged at 5500 rpm for 10 min, with the supernatant being filtered with an aperture of 0.22 μm and analyzed with GC-MS (gas chromatography mass spectrometry, Trace GC Ultra DSQ, USA), which was performed online using a capillary column, CP-Chirasil-Dex CB (25 mm × 0.25 mm). The temperature program was set as: initial temperature 60 °C with 1 min holding and then increased to 100 °C with a rate of 7 °C min−1, followed by a rise of 18 °C min−1 to 195 °C with a final hold of 2 min.
Water-soluble carbohydrates in the broth were detected by using gas chromatography (GC) analysis of their corresponding alditol acetates, which were prepared using the method described by Blakeney.23 The alditol acetate derivatives of sugars were quantified with the capillary column Alltech DB-225 (30 m × 0.25 mm × 0.25 μm film), and a temperature program with an initial temperature of 190 °C with a hold of 4 min, followed by a temperature rise of 2 °C min−1 to 230 °C with a final hold of 25 min was designed.
To investigate the microbial effect on biomass pretreatment, bacteria and fungi in the consortium were isolated as follows (Fig. 2a): to isolate bacteria, 1000-fold diluted broth was spread on the LB solid medium and then anaerobically cultured at 37 °C for 12 h; meanwhile, the diluted broth was evenly spread on potato dextrose agar (PDA) solid medium containing the antibiotic chloramphenicol (30 μg mL−1) at 20 °C for 48 h to selectively cultivate fungi.26 After that, single colonies were picked out according to their distinct morphologies. All the isolated bacteria were re-inoculated in LB medium at 37 °C for 12 h and then combined in the same ratio to construct bacteria consortia; the fungi consortia were constructed likewise. Reconstructed microbial consortia were prepared by mixing the bacteria and fungi consortia in the same ratio and cultivated at 37 °C for 48 h. To investigate the effects of microbial composition on pretreatment, three assembled consortia were each cultured and inoculated into fresh MSM to compare their overall pretreatment abilities. After a 3 day pretreatment, the three pretreated systems were each applied to the biogas production using the same conditions as described above.
For microbial consortium selection, the three determined groups as well as their mutually combined groups were respectively investigated. As seen in Table 1, microbial flora F always presented a negative effect on microbial reassembling, which was possibly due to the instability and adverseness of the microbial communities in flora F. In terms of the lignocellulose degradability, the microbial flora G as well as the mixed group A + G both showed outstanding advantages. Particularly, the mixed group A + G could completely degrade filter paper and achieve a wheat straw degradation rate of 31.7% in 2 days. Compared to the composite microbial system of MC1 reported by Cui et al. that exhibited a corn stalk degradation rate of 39.0% in 3 days,18 the mixed group A + G presented the same or even higher efficiency in lignocellulose degradation. Additionally, amounts of water-soluble carbohydrates and volatile products were detected in broth after being treated by the mixed group and these organic materials could be further used for downstream utilization.29 As a result, the mixed microflora A + G was chosen to be the microbial consortium candidate applied for wheat straw pretreatment.
Group index | Resources | Filter paper degradation rate (cm d−1) | Degradation of wheat straw (%) | Water soluble carbohydrate (g L−1) | Volatile products (g L−1) |
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a All the data in each index was detected until the filter paper was completely degraded. | |||||
MC 1 | Microbial flora A | 1.2 ± 0.1 | 13.3 ± 0.3 | 0.46 ± 0.03 | 0.26 ± 0.01 |
MC 2 | Microbial flora F | 1.8 ± 0.2 | 17.9 ± 0.7 | 0.54 ± 0.02 | 0.33 ± 0.03 |
MC 3 | Microbial flora G | 2.3 ± 0.1 | 22.5 ± 1.3 | 0.78 ± 0.06 | 0.71 ± 0.10 |
MC 4 | Microbial flora A + F | 1.5 ± 0.3 | 10.7 ± 0.3 | 0.43 ± 0.01 | 0.28 ± 0.06 |
MC 5 | Microbial flora A + G | 3.1 ± 0.1 | 31.7 ± 0.1 | 0.97 ± 0.03 | 1.12 ± 0.09 |
MC 6 | Microbial flora F + G | 1.9 ± 0.1 | 15.6 ± 0.2 | 0.58 ± 0.06 | 0.31 ± 0.05 |
MC 7 | Microbial flora A + F + G | 2.1 ± 0.2 | 19.3 ± 0.6 | 0.65 ± 0.11 | 0.45 ± 0.02 |
As confirmed from the histogram for the degradation ratio (Fig. 3a), the wheat straw was degraded most expeditiously during the first 3 d, exhibiting a degradation ratio of about 47% on day 3, and then proceeded relatively gently, obtaining a degradation ratio of 69% on day 11. A similar result was reported by Cui et al. stating that the initial stage (∼3 days) was usually the period in which microorganisms propagated most vigorously and also the period in which biomass was degraded most intensively.18 According to periodic analyses, compositional variation in pretreated wheat straw was summarized as the initial lignin removal followed by cellulose and hemicellulose degradation: almost 20% of lignin was removed from wheat straw on day 1 while cellulose and hemicelluloses remained inactive; when 40% of lignin was removed on day 3, the hemicelluloses as well as cellulose exhibited an enhanced degradation rate. It’s known that the general structure of lignocelluloses is described as inner cellulose wrapped by hemicelluloses and lignin which are the major obstacles of cellulase, and the structural destruction by removing the lignin is favorable to cellulose utilization.19,20 We therefore believed that the tight interactions in lignocelluloses were disrupted by degrading the majority of lignin and the accessibility of cellulose was greatly improved after being pretreated by the microbial consortium. This speculation could be verified by the SEM analyses of wheat straw (Fig. 4) showing that obvious structural destruction accompanied with larger specific surface area were achieved in pretreated straw and the disrupted structure improved the accessibility of remaining cellulose (hemicelluloses).
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Fig. 3 (a) Degradation and composition analyses of wheat straw during pretreatment; (b) quantitative analyses of water soluble carbohydrates and volatile products in broth during pretreatment. |
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Fig. 4 Scanning electronic microscopy (SEM) analysis of wheat straw before and after pretreatment: (a and b) untreated wheat straw; (c and d) wheat straw with 3 day pretreatment. |
In microbial pretreatment of lignocellulosic biomass, a notable issue is how to efficiently utilize carbohydrates during pretreatment for downstream utilization.32 Analysis of the broth is shown in Fig. 3b and it showed that maximum of carbohydrates including glucose, arabinose, and xylose were accumulated in the first 3 d, achieving the maximum concentration of 5.94 ± 0.14 g L−1. In the following process, carbohydrates were partially metabolized by the microbial consortium and converted into byproducts such as volatile fatty acids (VFA).33 In this study, six volatile products were detected during pretreatment, among which acetic acid, propanoic acid, butanoic acid and glycerin were the four major compounds and their maximal total content of 9.12 ± 0.13 g L−1 was detected on day 3. Compared to fungal pretreatment, usually in solid state, that takes a longer time inducing unnecessary carbohydrate consumption or loss, the microbial pretreatment in the liquid state not only facilitated the degradation of lignocellulose into carbohydrates but also specifically produced some byproducts (e.g. volatile fatty acids, glycerin) that can be used in acetogenesis for biogas production. Hence, all the merits made us believe that enhanced production yield and a shortened fermentation period would be achieved if this pretreatment system were applied to biogas production.
As a result, wheat straw pretreated by the microbial consortium for three days was favorable to biogas production and the corresponding methane potential assays were performed, with the cumulative biogas/methane yield being shown in Fig. 5a. As seen, a more rapid increase in biogas/methane yields at the initial stage was achieved from the pretreatment. Zhong et al. previously reported a similar result and they thought the initial increase was due to the enhanced degradability of pretreated biomass.4 Here, according to the periodic analysis of the fermentation broth shown in Table 2, we found that much more volatile products and carbohydrates could be provided from the 3 day pretreated system compared to the 3 day fermentation of the untreated system and this difference led to a biogas yield of 143.20 ± 0.32 mLN g−1 VS from 5 day production based on the pretreated system, which was a 2-fold increase compared to the yield of 8 day production based on untreated system. We therefore believed that greater accumulation of organic compounds from pretreatment might be another reason for the faster startup in biogas production and it also verified the assumption that disrupted lignocelluloses accompanied by the rich-content pretreatment broth might greatly shorten the initial digestion period of biogas production.11,31
Stage | Fermentation perioda | Component analysisb | Biogas production (mLN g−1 VS) | Methane production (mLN g−1 VS) | |
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Volatile fatty acids (g L−1) | Water-soluble carbohydrate (g L−1) | ||||
a “Pretreated-based Fermentation” represents the fermentation (biogas production) based on the 3 day pretreated system; “Untreated-based Fermentation” represents the fermentation based on the untreated system; times in brackets are the detection times during biogas production.b Periodic component analysis of the fermentation broth during biogas production. | |||||
Stage 1 | Pretreated-based fermentation (0 day) | 5.08 ± 0.06 | 3.12 ± 0.02 | — | — |
Untreated-based fermentation (3rd day) | 2.35 ± 0.02 | 1.24 ± 0.01 | 24.54 ± 0.21 | 7.62 ± 0.11 | |
Stage 2 | Pretreated-based fermentation (5th day) | 5.65 ± 0.14 | 4.03 ± 0.04 | 143.20 ± 0.32 | 74.33 ± 0.78 |
Untreated-based fermentation (8th day) | 1.76 ± 0.07 | 1.65 ± 0.04 | 59.71 ± 0.98 | 25.63 ± 0.67 | |
Stage 3 | Pretreated-based fermentation (10th day) | 3.23 ± 0.05 | 1.32 ± 0.06 | 287.50 ± 0.88 | 146.33 ± 0.34 |
Untreated-based fermentation (13th day) | 0.85 ± 0.02 | 0.79 ± 0.03 | 162.42 ± 1.11 | 78.57 ± 0.78 | |
Stage 4 | Pretreated-based fermentation (20th day) | 1.67 ± 0.11 | 0.76 ± 0.03 | 363.39 ± 0.56 | 246.20 ± 0.89 |
Untreated-based fermentation (23rd day) | 0.34 ± 0.01 | 0.32 ± 0.01 | 260.31 ± 1.56 | 136.54 ± 0.88 |
In addition, a total biogas yield of 363.39 ± 0.56 mLN g−1 VS after 20 day fermentation was obtained from the pretreated system, which was 39.24% higher than the untreated system for 23 day fermentation; the methane yield shown in Fig. 5b indicates that the pretreated system could lead to a methane yield of 246.20 ± 0.89 mLN g−1 VS in 20 day production, which was 80.34% higher than that from the production based on untreated system, suggesting that pretreatment is capable of enhancing not only the biomass utilization efficiency but also energy conversion.
According to the microbial analyses shown in Table 3, the consortium was mainly composed of bacteria and fungi. The bacteria could be classified into the classes of Proteobacteria (2 types), Firmicutes (3 types), Bacteroidetes (1 type). The fungi Coriolus versicolor and Gloeophyllum trabeum were identified and they both have been reported for biomass pretreatment or lignin degradation.35,36 In this consortium, the majority of bacteria were facultative anaerobic types and according to dissolved oxygen detection during pretreatment, we found that oxygen was initially consumed by the microorganisms and the environment could remain microaerophilic (DO = 0.9 ± 0.1 mg L−1) throughout the process to maintain fungi metabolism and lignin degradation.
Microbial index | Phylum or class of nearest neighbor | Nearest neighbor sequencea | Identity |
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a Nearest neighbor sequences is identified by running BLAST against the GenBank database. | |||
Bacteria | |||
1# | Γ-Proteobacteria | Escherichia sp. clone out-X1-5 | 99% |
2# | Bacteroidetes | Ruminofilibacter xylanolyticum strain S1 | 98% |
3# | B-Proteobacteria | Alcaligenes faecalis strain G | 98% |
4# | Firmicutes | Bacillus sp. MHS037 | 97% |
5# | Firmicutes | Bacillus amyloliquefaciens BDH 27 | 99% |
6# | Firmicutes | Bacillus subtilis DCY-1 | 99% |
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Fungi | |||
7# | White-rot fungi | Coriolus versicolor | 91% |
8# | Brown-rot fungi | Gloeophyllum trabeum | 93% |
Generally, the application of bacteria or fungi in biomass pretreatment was focused on cellulose/hemicellulose degradation or lignin removal.35–37 Here, to investigate the mechanism of pretreatment using a microbial consortium composed of bacteria and fungi, we investigated their individual and combined effects on pretreatment. As seen in Table 4, after pretreatment by the bacteria consortium for 3 days, wheat straw showed cellulose/hemicellulose degradation of 31% while lignin almost remained inactive. Compared with the microbial consortium, the bacteria consortium showed weakened cellulose/hemicellulose degradation ability in the absence of fungi, indicating that lignin degradation caused by the fungi might promote the cellulose or hemicellulose utilization efficiency.19,20 This result was consistent with a previous study by Huang et al. stating that enzymatic saccharification of cellulose is facilitated by degrading the lignin.38 Similarly, pretreatment merely by the fungi consortium also exhibited low wheat straw and cellulose/hemicellulose degradation rate even if a lignin degradation of 28% was achieved. Comparatively, a reconstructed consortium could basically retain the degradation ability of the original consortium and the decreased effect might be attributed to the absence of some minor microorganisms that couldn’t be isolated from the original consortium for reconstruction. In addition, biogas production from wheat straw pretreated by different consortia was compared. As shown in Table 4, wheat straw pretreated by the bacteria and fungi consortia respectively gave biogas yields of 278.67 ± 0.34 and 237.78 ± 1.05 mLN g−1 VS, which were 23.31% and 34.57% decreased compared to the yield of wheat straw pretreated by original consortium; when pretreated by the reconstructed consortium, wheat straw presented a biogas yield of 312.45 ± 0.89 mLN g−1 VS, which was a slight decrease compared to that of the original consortium.
Characterization analyses | Microbial consortium | Bacteria consortium | Fungi consortium | Reconstructed consortium |
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a Wheat straw pretreatment time was set to be 3 days.b All BMP assays were conducted with the application of the 3 day pretreated systems. | ||||
Wheat straw pretreatmenta | ||||
Wheat straw degradation (%) | 48.4 ± 1.6 | 28.4 ± 0.3 | 7.2 ± 0.5 | 37.5 ± 0.7 |
Cellulose/hemicellulose degradation (%) | 45.5 ± 0.4 | 31.1 ± 0.5 | 3.4 ± 0.1 | 40.3 ± 1.1 |
Lignin degradation (%) | 30.6 ± 1.1 | 1.2 ± 0.2 | 28.6 ± 0.6 | 29.4 ± 1.4 |
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Biochemical methane potential (BMP) assayb | ||||
Biogas production (mLN g−1 VS) | 363.39 ± 0.56 | 278.67 ± 0.34 | 237.78 ± 1.05 | 312.45 ± 0.89 |
Methane production (mLN g−1 VS) | 246.20 ± 0.89 | 152.45 ± 0.21 | 134.67 ± 0.45 | 178.56 ± 0.56 |
As a result, the synergetic effects of bacteria and fungi on biomass pretreatment that focused on lignin degradation as well as carbohydrate transformation is indeed an efficient way to fully promote biomass utilization efficiency. Hereby, a supposed mechanism of lignocellulosic biomass pretreatment by using the microbial consortium was made as follows (Fig. 2b): during pretreatment, fungi in the consortium initially interact and break down the lignin; when lignin is partially removed, the digestible fractions of cellulose fibers are more accessible to microorganisms and bacteria in the consortium can convert cellulose/hemicelluloses into some nutrients for self-growth and downstream utilization.35,37
In conclusion, pretreatment of lignocellulosic biomass with the application of a microbial consortium is found to be an efficient way to promote biomass utilization efficiency.
This journal is © The Royal Society of Chemistry 2016 |