Caoming Huangab,
Chong Qinac,
Xue Fenga,
Xueduan Liuac,
Huaqun Yinac,
Luhua Jiangac,
Yili Liangac,
Hongwei Liuac and
Jiemeng Tao*ac
aSchool of Minerals Processing and Bioengineering, Central South University, Changsha, 410083, China. E-mail: 175601003@csu.edu.cn
bChina Nonferrous Metal Mining (Group) Co., Ltd., Beijing, China
cKey Laboratory of Biometallurgy, Ministry of Education, Changsha, 410083, China
First published on 2nd November 2018
Introducing exogenous species to an indigenous microbial community is an effective way to reveal the connections between metabolic processes, ecological function and microbial community structure. Herein, three different functional consortia (ferrous oxidizers, sulfur oxidizers and ferrous/sulfur oxidizers) were added to a natural leaching solution system derived from Zijin copper mine, China. The leaching experiment showed that the copper extraction rate of the community invaded by a sulfur-oxidizing consortium was 50.40% higher than that of the indigenous leachate at the endpoint of bioleaching. The variations of ferrous content, total iron, pH and redox potential in leachates also provided evidence that the community with exogenous sulfur oxidizers was more efficient. XRD analysis demonstrated that a proper addition of the sulfur-oxidizing consortium could eliminate sulfur passivation, promote production of chalcocite and enhance leaching. Furthermore, an exogenous ferrous-oxidizing consortium and a sulfur-oxidizing consortium greatly changed the community structure and microbial succession and promoted the cell growth rate during the bioleaching process, while ferrous/sulfur oxidizers showed no obvious effects on the indigenous community. Exogenous ferrous oxidizers, mainly L. ferriphilum, and sulfur oxidizers, mainly A. thiooxidans, successfully established and colonized in the indigenous community. However, only colonized A. thiooxidans, rather than L. ferriphilum, showed advantageous enhancement in the dissolution of chalcopyrite. Results indicated that exogenous sulfur oxidizer A. thiooxidans, which was scarce in the indigenous community, could easily colonize in the indigenous community, significantly change the community structure, sufficiently execute its function, and greatly enhance copper dissolution.
Due to the ever-changing physical and chemical parameters in leachates, the types of microorganisms in different bioleaching systems or in different phases under the same bioleaching condition are always differential.8,11 Under two subsystems in the Zijin Shan copper mine (Fujian province, China), Acidithiobacillus was the dominant genus in the leaching heap system, while Leptospirillum owned the competitive advantage in the leaching solution system.12 In a successive process of chalcopyrite bioleaching, At. caldus, Sulfobacillus acidophilus and F. thermophilum sequentially dominated the system from the initial to the end phase.13 The dynamic changes in different microorganisms played different roles in chalcopyrite dissolution and their synergistic functions were tightly related to the efficiency of chalcopyrite bioleaching.10 However, in a natural ecosystem, microbial invasion is an extremely common scenario. As a dynamic and open environment, such a bioleaching system could be more frequently affected by exotic species. Alien or exotic species can in some cases change the structure and functioning of an entire ecosystem.14 Our previous study has demonstrated that when an exogenous strain At. thiooxidans A01 was introduced to a consortium of pyrite bioleaching, the functional gene expression, structure and function of the indigenous consortium changed, and 10.7% increase in bioleaching rate was observed.15 It has also been reported that the introduction of F. thermophilum into the defined microbial consortium (At. caldus and L. ferriphilum) accelerated the dissolution of the mineral and caused significant differences in the planktonic and attached population dynamics.16 These examples provided more information for the study of exogenous acidophiles on artificial microbial communities in a bioleaching system. However, to date, only a few studies have reported the effects of exogenous acidophiles on the community structure and function in an in situ copper mine system. A study on an in situ copper mine system could be more practical and applicable for understanding natural bioleaching systems.17
In our previous study, the differences in microbial structure and function between leaching heap (LH) and leaching solution (LS) in Zijin Shan copper mine (Fujian province, China) were investigated. Bioleaching experiment showed that microbial communities in LH had stronger leaching ability, while mineral extraction efficiency was significantly positively correlated with sulfur-oxidizing microbes.12 Therefore, we suspected that additional oxidizing microbes could enhance the bioleaching efficiency of LS. To explore the effects of exogenous microorganisms on chalcopyrite bioleaching, acidophiles with different oxidative functions (ferrous oxidizers, sulfur oxidizers and ferrous/sulfur oxidizers) were introduced into in situ microbial communities of LS. Through observing the changes in environmental properties and microbial communities, this study can further reveal the mechanism of chalcopyrite bioleaching upon coupling with exogenous functional oxidizers.
In the bioleaching process, 5 mL of bioleaching solution was collected from each flask on the 0th, 6th, 12th, 18th, 24th, 30th and 36th day for each system. Samples were centrifuged at 2000 × g for 2 min to separate the supernatant from the bottom sediment, following which the supernatant was collected. Then, the sedimented ore samples were re-suspended and shaken on a vortexer by adding 5.0 mL of sterile basal media several times until no cells could be detected under the microscope. Finally, the cells were collected by centrifuging the mixed supernatants at 12000 × g for 10 min. Subsequently, total DNA from each sample was extracted with a TIANamp® Bacteria DNA kit (Tiangen Biotech, Co. Ltd., Beijing, China) and analyzed by 1% (w/v) agarose gel electrophoresis. Independent PCR reactions were conducted to amplify the V4 hyper variable region of the 16S rDNA (∼250 nucleotides) with the primer set 515F (5′-GTGCCAGCMGCCGCGGTAA-3′) and 806R (5′-GGACTACHVGGGTWTCTAAT-3′).21 Sequencing was performed on the Illumina MiSeq platform (Illumina, San Diego, CA, USA) using a 500 cycles kit (2 × 250 bp paired-ends) at the Key Laboratory of Biometallurgy of Ministry of Education in Central South University. Raw sequence data were processed on an in-house galaxy pipeline developed by Prof. Zhou's lab (http://zhoulab5.rccc.ou.edu/), similarly to our previous studies.22 Through quality trimming (using Btrim to remove sequencing adaptors and low quality regions), merging and clustering (using CD-HIT algorithm), the samples were rarefied to a depth of 10000 sequences per sample and clustered into 289 operational taxonomic units (OTUs) by a 97% identity cutoff using UCLUST.23 Taxonomic assignment was conducted through the RDP Classifier24 with a minimal 50% confidence estimate. Raw data of the high-throughput sequencing used to characterize community variations have been submitted to the Sequence Read Archive (SRA) of NCBI, and the project ID is SRP 141342.
Furthermore, real-time quantification polymerase chain reaction (RT-qPCR) was introduced to clarify the different strains of Acidithiobacillus spp. and further reveal community succession during the bioleaching process. RT-qPCR primers for A. caldus, A. thiooxidans and A. ferrooxidans were designed by Primer Premier 5.0 and synthesized by BioSune (BioSune Biological Engineering Technology & Services Co. Ltd., Shanghai, China). Before RT-qPCR, conventional PCR was performed and the products were diluted serially from 104 to 1010 copies per mL and amplified by RT-qPCR to construct standard curves. The detailed procedure for RT-qPCR was performed on an iCycler iQ Real-time PCR detection system (Bio-Rad Laboratories Inc., Hercules, USA) as per the method described in a previous study.10
Fig. 2 Variation (mean ± SD) in physicochemical parameters in leachates by introducing different functional consortia ((a) ferrous ions, (b) total iron, (c) pH, (d) ORP). |
During the whole process, total iron concentration in abiotic control slowly and gradually increased, but the variation in the experimental treatments was high, particularly for system C (Fig. 2b). Total iron concentration in the four experimental systems increased rapidly from day 6, suggesting that the dissolution of chalcopyrite was significantly accelerated with the introduction of exogenous cells.30 Differences among the four systems appeared from the RIC phase onwards. In this period, total iron concentration increased rapidly to a maximum value and then decreased. Remarkably, the concentration of total iron in system C decreased at a much faster rate than that in systems B, A and D from the 12th day. Finally, the concentration of total iron in system C declined to 224 ± 9 mg L−1, while that in systems B, A and D declined to 433 ± 11 mg L−1, 451 ± 14 mg L−1 and 509 ± 11 mg L−1, respectively. In the leaching solution, a decrease in total iron was mainly due to the transformation of Fe3+ to jarosite. System C holds more sulfur-oxidizing bacteria and produced more SO42−, which might drive the reaction between Fe3+ and SO42−.
pH of the abiotic control increased gradually with the leaching process. However, in the four experimental leachates with inoculated microorganisms, pH declined in general, although with fluctuations (Fig. 2c). In the early stage, pH slightly increased before the 6th day, which might be caused by the consumption of protons through the direct chalcopyrite bio-oxidation during initial bioleaching. pH of systems B, C and D appeared to rapidly decrease from the 6th day, while the pH of system A began to decrease rapidly from 9th day, which might be attributed to the addition of bacteria that accelerated the dissolving process of the mineral and produced more acid products. Among the introduced systems, C and D showed lower pH than B because the exogenous cells in C and D exhibited a sulfur-oxidizing function. This observation was in accordance with the consideration that more active sulfur oxidizers can produce more acid and cause a decrease in pH by enhancing the oxidation of elemental sulfur or sulfide ores.31 In the STA phase, the pH value maintained a modest downtrend and the value in system C was always significantly lower than that in other systems . At the endpoint of bioleaching, pH in systems A, B, C and D dropped to 1.62, 1.58, 1.48 and 1.60, respectively.
Compared with the abiotic control, ORP of the four experimental groups increased continuously and then reached a plateau (about 660 mV) in the later stage of the bioleaching process (Fig. 2d). The solution potential is a determinant of the chalcopyrite biohydrometallurgy system.32 The variation of ORP in different leaching systems was closely related to the increase in ratio of Fe3+/Fe2+ during the process.33 Ferrous concentration of system D decreased from 549 ± 24 mg L−1 to 8 mg L−1 from day 9 to day 12 and finally to 0 mg L−1 at day 24, during which ORP of system D increased from 483 ± 13 mV to 609 ± 9 mV and finally to 666 ± 7 mV. Similarly, the variation of ORP in the other three systems also showed a steadily inverse correlation with ferrous concentration, but with changed times, exhibiting varying degrees of latency: system B from day 12 to day 15, system C from day 12 to day 18 and system A from day 15 to day 18. Many studies have shown that the passivation of chalcopyrite occurred quickly if the initial solution potential was too high.32 Similarly, in the STA phase, ORP of the four treatments reached a stable value of about 670 mV, which indicated that iron started to precipitate and consequently inhibit copper dissolution.
Fig. 3 Differences in copper extraction efficiency in different systems during the whole bioleaching process. |
XRD analysis was performed to investigate the composition of the ore residues after bioleaching for 15 and 30 days (Fig. 4). At day 15, more distinct diffraction peaks of chalcopyrite were detected in systems A and D, confirming that chalcopyrite was leached faster in systems B and C. In addition, the peak ascribed to elemental sulfur was observed in the XRD patterns of residues of systems A, B and D, but no such peak appeared in the XRD pattern of the residue of system C, which indicated that most of the sulfur was consumed by the diverse sulfur-oxidizing bacteria in system C. At day 30, jarosite was observed in the residues of all four systems, which was the main factor that inhibited further copper dissolution. Moreover, fewer peaks of elemental sulfur and chalcopyrite were detected in the XRD pattern of the residue of system C, demonstrating its high ability for mineral dissolution and sulfur oxidization. Interestingly, an inconspicuous peak of chalcocite was also observed in system C residue at day 30, implying the reduction of chalcopyrite. A two-step model of chalcopyrite reduction has been proposed in the past.35 This model suggested that chalcopyrite could be reduced by ferrous ions in the presence of cupric ions to form chalcocite at relatively low redox potentials. Then, chalcocite, which was more amenable to leaching than chalcopyrite, was oxidized to cupric ions and elemental sulfur by ferric ions or oxygen. Combined with the redox potential variation, systems A and C seemed to be more liable to the reduction of chalcopyrite. However, no chalcocite was observed in system A residue, which might be owing to small concentration in the feed or fast oxidation by cupric ions.36
Detrended correspondence analysis (DCA) was performed to portray the overall succession of microbial communities in response to different exogenous oxidizing bacteria (Fig. 5a). At the beginning, the distribution of communities at day 6 showed noticeable deviation from the original communities (day 0) due to intensified competition among the bacteria. After the exogenous consortia were introduced, the samples at different time points in the same system clustered together neatly, but the distance between the samples in system A and system D was less pronounced. Compared with system B, the samples in system C clustered more closely during the whole bioleaching process, indicating a more stable community in system C. Furthermore, cluster analysis was conducted for the 19 abundant OTUs (relative abundance >1.0%) in leachates (Fig. 5b). The obtained results also indicated that exogenous ferrous/sulfur oxidizers did not cause significant changes to the microbial structure, but the structures of microbial communities invaded by sulfur or ferrous oxidizers were significantly different from that of the indigenous leachate. It was noticeable that there exists unique abundant OTUs in different systems; e.g., OTU_3 was more abundant in system A and D, OTU_2 was more abundant in system B and OTU_212 was more abundant in system C. These unique species might have contributed to the dissolution of mineral by different mechanisms.
The succession of microbial community is shown in Fig. 6. On the one hand, the cell growth rate showed significant differences due to different exogenous species. During the SAG phase, minor amounts of nutrient substrates were released from the ore for cell growth.37 Therefore, cell growth rate was still weak. With the production of ferrous ions, elemental sulfur and other metabolic intermediates (such as CuS, CuS2, polysulfide and extracellular secretions),38 bacteria with different functions were stimulated to accelerate the bioleaching process; thus, microbial growth increased significantly in the RIC phase. As expected, the introduction of exogenous consortia accelerated the processes of cell growth and mineral dissolution. System C maintained the maximum cell number during the whole bioleaching process. At the endpoint of bioleaching, cell density of the four systems reached 7.1 × 108, 7.9 × 108, 8.2 × 108 and 7.6 × 108 cells per mL. The cell density of system C was approximately 15% higher than that in the indigenous community. These results indicated that exogenous species, particularly sulfur-oxidizing species, had stronger growth activity and produced a competitive advantage to occupy their living niche.
On the other hand, the proportion of the microbial sequences could be assigned to different taxonomic ranks with distinct taxonomic resolution (Fig. 6). The introduction of exogenous species caused drastic changes in the microbial composition. During the first 6 days, the predominant genus in leachates changed from Leptospirillum (72.63%) to A. caldus (85.33%). Compared with the indigenous community, the microbial compositions of systems B and C changed significantly after the exogenous oxidizers were introduced. In system B, the proportion of Leptospirillum increased rapidly and finally became the dominant species. In contrast, a higher amount of sulfur oxidizers (A. caldus and A. thiooxidans) and Sulfobacillus were detected in system C. Different community succession for systems B and C indicated that exogenous species performed successful colonization in the indigenous leaching system. During the STA phase, the amount of Leptospirillum began to increase by different degrees in all the four treatments till the end of the bioleaching process, which was consistent with the previous studies which showed that L. ferriphilum had higher tolerance to high ORP and low pH conditions.39 Moreover, due to the accumulation of organics from microbial death and extracellular metabolites with time, facultative chemolithoautotroph Sulfobacillus became an important genus in the latter stage to accelerate the consumption of organics and thus lessen the toxic effect of organics on Acidithiobacillus and Leptospirillum.40 Furthermore, the variation in community succession was also related to copper recovery efficiency. Copper extraction was much higher in system C, which might be related to its special community. Similar to other systems, A. caldus played an important role in sulfur oxidization. In addition to A. caldus, exogenous A. thiooxidans performed its oxidizing function in system C. Sulfur oxidizers diminished the accumulation of sulfur on the surfaces of mineral particles and provided sulfuric acid for proton attack and maintenance of low pH.41,42 Before introducing the sulfur consortium (A. caldus and A. thiooxidans), the leachate was mainly composed of A. caldus. Therefore, it was difficult for exogenous A. caldus to settle in the indigenous community because of a high niche overlap and repulsive interaction. In contrast, A. thiooxidans seemed to present stronger ability to establish its presence in the indigenous community.
In summary, microbial community structure and composition were greatly altered by exogenous acidophiles. High amounts of sulfur oxidizing bacteria, particularly A. thiooxidans, could enhance the leaching efficiency.
Fig. 7 A model of the process of chalcopyrite bioleaching upon introducing different oxidizers. SAG: strain adaptive-growing phase; RIS: rapidly increasing phase; STA: stationary phase. (A) indigenous community; (B) indigenous + L. ferriphilum & F. thermophilum; (C) indigenous + A. caldus & A. thiooxidans; and (D) indigenous + A. ferrooxidans & S. thermosulfidooxidans. Numbers ①–⑩ represent eqn (1)–(10). |
Ferrous and ferric ions in bioleaching systems were the main reactants of iron metabolism. It has been suggested that the adsorption behavior of attached cells at the early stage is beneficial to further concentrate ferric ions and attack the chalcopyrite, according to eqn (2).43,44 Subsequently, ferrous ions formed from the former reactions (eqn (2) and (3)) were oxidized by iron oxidizers to promote the dissolution of chalcopyrite.30 Compared with the indigenous leachate, increased ferrous concentration in systems B, C and D indicated stronger iron reactions in exogenous systems (Fig. 2a). This is because the exogenous bacteria greatly increased the cell density and changed the community composition. The mechanism model showed that in the RIC phase, the iron oxidizers in systems A, C and D were mainly A. ferrooxidans and S. thermosulfidooxidans and in system B, the iron oxidizers were A. ferrooxidans and L. ferriphilum. During the STA phase, S. thermosulfidooxidans and L. ferriphilum successively performed an increasingly important role in all the four systems. During this period, the yield of tawny jarosite precipitation was greatly enhanced (Fig. 4) by the excess ferric ions (eqn (5)), which inhibited further copper dissolution.
2CuFeS2 + 17/2O2 + 2H+ = 2Cu2+ + 2Fe3+ + 4SO42− + H2O | (1) |
CuFeS2 + 4Fe3+ = Cu2+ + 5Fe2+ + 2S0 | (2) |
CuFeS2 + O2 + 4H+ = Cu2+ + Fe2+ + 2S0 + 2H2O | (3) |
4Fe2+ + O2 + 4H+ = 4Fe3+ + 2H2O | (4) |
M+ + 3Fe3+ + 2SO42− + 6H2O = MFe3(SO4)2(OH)6 + 6H+ | (5) |
Sulfur metabolism was closely related to iron metabolism. With the dissolution of chalcopyrite, according to eqn (2) and (3), elemental sulfur was released, which covered the ore surface. Moderate community structure was important to maintain a better balance between iron and sulfur metabolism.34 With the introduction of different oxidizing consortia, the indigenous community could automatically adjust its structure to a new balanced state and continue the oxidizing function. The reduced inorganic sulfur compounds (RISCs) could be effectively consumed by sulfur-oxidizing bacteria, such as A. caldus and A. thiooxidans, according to eqn (6) and (7). The model showed that the sulfur-oxidizing bacteria were more abundant and diverse in system C, and the copper extraction rate of system C was 50.40% higher than that of system A. Thus, the exogenous A. thiooxidans established in the indigenous community successfully enhanced the sulfur oxidizing function. Furthermore, XRD analysis showed an inconspicuous peak of chalcocite in the pattern of system C, which indicated that chalcopyrite was partly dissolved by cupric ions and ferrous ions (eqn (8)). Chalcocite had better leaching features than chalcopyrite; thus, it was oxidized by ferric ions or oxygen to cupric ions (eqn (9) and (10)) more easily.
2S0 + 2H2O + 3O2 = 2SO42− + 4H+ | (6) |
SxOyn− + H2O + O2 → SO42− + H+ | (7) |
CuFeS2 + 3Cu2+ + 3Fe2+ = 2Cu2S + 4Fe3+ | (8) |
Cu2S + 4Fe3+ = 2Cu2+ + 4Fe2+ + S0 | (9) |
Cu2S + O2 + 4H+ = 2Cu2+ + S0 + 2H2O | (10) |
With the synergistic effect of iron and sulfur metabolisms, the copper ions were gradually dissolved, as according to eqn (2), (3) and (9). By introducing different oxidizing consortia, the final copper concentrations in the four systems reached 2308 ± 55, 2383 ± 46, 3276 ± 59 and 2040 ± 50 mg L−1, respectively. Compared with the indigenous system (32.90%), exogenous sulfur oxidizers increased the copper extraction rate to 49.48%, which indicated that exogenous sulfur oxidizers could establish in the new environment and hold stronger leaching ability for chalcopyrite than other exogenous cells.
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