Community changes and diversity of SMX-degrading enrichment cultures
A total of 5978, 6012, 6048, 6005, and 6003 16S rRNA gene sequences of the distinct V3–V4 regions were obtained from sludge sample (SMXY) and four generations of enrichment cultures (SMX1–4) by high-throughput sequencing, respectively. After statistical analysis and annotation, the results (Fig. 1) showed that 5978 sequences in sludge sample SMXY were clustered into 166 OTUs. The highest abundance of OTUs belonged to bsv13, Lentimicrobium, Flaviolibacter, Ramlibacter, and Rhodoferax. After enrichment, the bacterial diversity of SMX1 rapidly decreased, 6012 sequences were clustered into only 23 OTUs. The main genera were Pseudomonas, Sphingobacterium, Escherichia-Shigella, Alcaligenes, and Sediminibacter. Pseudomonas became the highest abundance genus in SMX2. After the second passage, with the increase in the SMX concentration, the bacterial diversity of SMX2 decreased continuously, and 6048 sequences were clustered into 20 OTUs. The main genera were Sphingobacterium, Escherichia-Shigella, Alcaligenes, and Sediminibacter, Sphingobacterium replaced Pseudomonas as the genus with the highest abundance, and the proportion of Sphingobacterium reached 85.84%. The result indicates that Sphingobacterium can tolerate high concentrations of SMX that the other bacteria could not tolerate and thus, they died out. As a result, the diversity in the enrichment gradually declined with the increase in SMX concentrations and passage generations. After the third and fourth passages, the 6003 sequences of SMX4 were clustered into 16 OTUs, and the main genera were Sphingobacterium, Alcaligenes, and Sediminibacter. The proportion of Sphingobacterium reached 93.68% and became the dominant genera. This result provides strong evidence that Sphingobacterium contributed to SMX degradation. By contrast, the rapid reduction in the proportion of Pseudomonas and other bacteria indicates that they did not contribute to SMX degradation.
Isolation and identification of SMX-degrading strains. Five strains that showed SMX degradation ability were isolated from SMX4 and were named LLE1–5. Among them, LLE5 utilized SMX as the sole carbon source in MSM and degraded 91.3% of 50 mg/L SMX in 7 days. It was selected for further morphological physiological, and biochemical analyses. LLE5 colonies on LB plate had smooth surfaces and clear edges and were lemon yellow in color. Under the microscope, cells of LLE5 featured short rods that were 0.6–1.8 μm in length, 0.4–0.7 μm in width, and were gram negative and nonmotile. LLE5 could utilize dextran, D-maltose, D-trehalose, D-fiber, gentian disaccharide, disaccharide, sucrose, D-pinobiose, and stachyose but not D-sorbitol, D-mannitol, and D-arabinol. The 16S rRNA gene sequence of LLE5 was sequenced and submitted to GenBank with the accession number MW261785. Blast results showed that LLE5 belonged to the genus Sphingobacterium and clustered strongly with S. mizutaii NCTC 12149T (99.09%, accession number LT906468) (Fig. 2). According to the results of morphological, physiobiochemical, and 16S rRNA evaluations, LLE5 was identified as a member of genus Sphingobacterium and named Sphingobacterium mizutaii. This is the first report that a Sphingobacterium species can degrade SMX. S. mizutaii LLE5 has been deposited in Guangdong Microbial Culture Collection of Center under number CGMCC 61038.
Optimization of the degradation conditions for LLE5
The influence of various environmental factors on the biodegradation efficiency was determined. S. mizutaii LLE5 can degrade SMX from 15 °C–40 °C (Fig. 3a), with an optimum temperature of 30 °C. Although the temperature decreased to 15 °C, the degradation efficiency was more than 42.32%. When the temperature rose to 40 ℃, the degradation efficiency was more than 58.65%, and these results showed that S. mizutaii LLE5 has an obvious temperature adaptability. pH is another key factor affecting the degradation efficiency of the strain. The results of different pH on the degradation of the strain (Fig. 3b) show that LLE5 can degrade SMX in the pH range 4.0–9.0. At the optimal pH of 7.0, the degradation of SMX was 91.77%. In addition, the degradation efficiency of LLE5 was more than 50% in the pH range 5.0–8.0, which indicated that the degradation efficiency of strain LLE5 was higher under neutral conditions. When the pH was reduced to 4.0, the degradation efficiency was still 48.64%, indicating that the strain was tolerant to acid conditions. When the pH was 9.0, the degradation efficiency was 38.70%, which indicated that LLE5 could be applied under neutral and acid conditions.The different initial inoculum amount on the degradation efficiency was analyzed (Fig. 3c). When the inoculation amount was 5×107 cfu/mL, the degradation efficiency of S. mizutaii LLE5 was the highest, which was 92.89%. However, when the initial inoculation amount was 2.0×107 –8.0×107 cfu/mL, the degradation efficiency was more than 90%, indicating that the degradation efficiency of S. mizutaii LLE5 did not change significantly with the change in inoculation size. The initial concentration of SMX also influenced the degradation efficiency of S. mizutaii LLE5 (Fig. 3d). The degradation efficiency of S. mizutaii LLE5 with 10 mg/L SMX reached 95.14% and decreased to 83.42% when the SMX concentration reached 300 mg/L. These results indicate that high concentrations of SMX inhibit the growth of S. mizutaii LLE5.
The temperature, pH levels and inoculation size were further designed through the response surface method in accordance with the results of single-factor experiments, and 17 degradation tests were carried out (Table 1). By the statistical analysis of data, the following second-degree polynomial equation was obtained to explain SMX biodegradation by S. mizutaii LLE5:
Y1 = 92.74 – 3.09A – 2.06B + 0.32C + 3.10AB – 1.07AC – 1.08BC – 9.40A2 – 8.40B2 – 0.12C2 (1)
where Y1 represents the SMX degradation efficiency, and A, B, and C are the coded values for temperature, pH level, and inoculation size respectively. Analysis of variance (ANOVA) for the fitted quadratic polynomial model is shown in Table 2.
The model was signifcant (P<0.05) with R2=0.9831 and Adj R2=0.9613. The results of regression analysis indicated that temperature and pH level were significant terms (P<0.05), whereas the inoculation amount was a nonsignificant term (P>0.05). The three-dimensional response surface was plotted to directly display the effects of the temperature and pH level on SMX biodegradation. At the theoretical maximum point of response surface(Fig. 4), the optimum conditions for SMX degradation by S. mizutaii LLE5 were 30.8 °C, pH 7.2, and inoculum amount of 3.5 × 107 cfu/mL.
Degradation of SMX by strain LLE5. The degradation characteristics of SMX by S. mizutaii LLE5 under the optimal conditions were studied. The results indicated that the most efficient degradation was obtained during the first 3 days. On the third day, the degradation efficiency was 84.02%, and the cell concentration was 68.95% × 107 cfu/mL(Fig. 5). The degradation efficiency was positively correlated with the cell growth density. At 5–7 days, the degradation efficiency of SMX gradually decreased and was accompanied by no further increase in S. mizutaii LLE5 cell density. Finally, the degradation efficiency of SMX with initial concentration of 50 mg/L was 93.87% after 7 days. This is the first report that Sphingobacterium mizutaii has a good degradation effect on SMX. S. mizutaii LLE5 can also degrade other sulfonamides, and the degradation efficiencies of strain LLE5 for sulfadiazine, sulfaguanidine, sulfamisoxazole, and sulfadimidine were 59.85%, 51.68%, 46.95%, and 37.42%, respectively (Fig. 6). These results show that although the degradation efficiency was relatively low, S. mizutaii LLE5 has a broad specificity for the degradation of sulfonamides and has considerable potential for processing sulfonamide pollution in the environment.
Metabolic pathways of SMX degradation by S. mizutaii LLE5. The metabolites of SMX degraded by S. mizutaii LLE5 in MSM liquid medium were detected by HPLC/MS. According to the chemical structure of SMX and the mass spectrum, four candidate products were identified. These products were sulfanilamide (171 m/z), 4-aminothiophenol (124 m/z), 5-amino-3-methylisoxazole (99 m/z), and aniline (92 m/z). None of these products were detected when the culture medium only contained SMX and without S. mizutaii LLE5, indicating that they are SMX biodegradation metabolites. A possible metabolic pathway for SMX biodegradation by LLE5 was proposed (Fig. 7). SMX is first transformed into sulfanilamide and 5-amino-3-methylisoxazole through hydrogenation. Then, sulfanilamide is degraded via desulfurization into aniline and via deamination into 4-aminothiophenol. Although the ring-opening products of hydroquinone were not detected, it is still the first report of the pathway of SMX degradation by a Sphingobacterium strain.