3.1. UV–Vis Absorption spectra of Proteins
After the purified CopA, M444F, and M444L proteins were diluted to 50 mg/L, their UV–vis spectra at 250–700 nm were measured, as shown in Fig. 1. The CopA, M444F, and M444L proteins all have absorption peaks at 280 nm. Aromatic amino acids, such as tryptophan, tyrosine, and phenylalanine, that are contained in proteins all absorb ultraviolet rays. Tyrosine is at 275 nm, and its ability is slightly weaker; phenylalanine is at 257 nm, and its ability is also the lowest. The absorption peak of tryptophan is at approximately 280 nm, and the absorption ability is the strongest. The main component of its light absorption is the indole ring of tryptophan. The difference in absorbance at 280 nm among the three proteins may be mainly due to the difference in amino acid content.
3.2. Effects of environmental factors on the oxidation of Mn 2+ and ABTS by CopA and its mutant proteins
When Mn2+ was used as the substrate, as shown in Fig. 2A, from pH = 6.9 to pH = 7.5, almost no manganese oxides were produced in the reaction of CopA, M444F, and M444L. From pH = 7.5 to pH = 7.8, the activity of CopA to oxidize Mn2+ increased slowly, and then from pH = 7.8 to pH = 8.4, the activity increased rapidly. In contrast to the original protein CopA, the performances of the mutant proteins M444F and M444L were very similar. The activity of the proteins increased rapidly from pH = 7.8 but was always lower than that of the CopA protein.
As shown in Fig. 2B, the CopA and M444F proteins had the highest protein activity after incubation at 46°C for 1 h and maintained a high activity at 37°C, which was 86% and 88% of the highest activity. However, when the temperature was higher than 46°C, the activities of CopA and M444F decreased sharply, and the protein activities after incubation at 55°C for 1 h were only 73% and 81% of the highest activities. After 1 h of incubation at 82°C, only 59% and 65% of the activities of the CopA and M444F proteins remained. The thermal stability of the mutant protein M444 L was different. The protein activity was the highest after incubation at 55°C for 1 h, and its activity decreased with increasing temperature. After incubation at 82°C for 1 h, the activity remained at only 39%, which was much lower than that of CopA and M444F.
As shown in Fig. 2C, the original protein CopA had the highest activity when the Cu2+ concentration was 0.6 mM, and its activity decreased greatly when the Cu2+ concentration increased to 1 mM and then decreased slowly with increasing Cu2+ concentration. At a concentration of 2.6 mM, its activity was 74% of the highest activity. Unlike the original protein CopA, the mutant proteins M444F and M444L were most active at a Cu concentration of 1 mM. The activity of the mutant protein M444F decreased greatly when the concentration of Cu2+ increased to 1.4 mM and then increased slightly with increasing Cu2+ concentration, but in general, the activity was much lower than when the concentration of Cu2+ was 1 mM. The activity of the mutant protein M444L decreased gradually with increasing Cu2+ concentration.
When ABTS was used as the substrate, as shown in Fig. 2D, the proteins CopA, M444F, and M444L all had the highest activity at pH = 3.2. When the pH increased to 4, the protein activity decreased to varying degrees. The protein CopA activity decreased the most, and was 83% of the highest activity. The activity of protein M444F decreased the least, and was 96% of the highest activity, while the activity of protein M444L was 88% of the highest activity. From pH 4.0 to 7.8, the activities of the three proteins fluctuated between 68% and 77% of their peak activity. Overall, the CopA, M444F, and M444L proteins showed roughly the same decreasing trend in pH-dependent activity as ABTS.
As shown in Fig. 2E, the activities of CopA, M444F, and M444L continued to increase from 30°C. At 60°C, the relative activity of protein M444L was the highest, and then the activity continued to decline. At 80°C, the activity decreased to 76% of the highest activity. Both CopA and M444F had the highest relative activity at 70°C. When the temperature increased to 80°C, the relative activity of CopA decreased to 80%, while the relative activity of M444F decreased to 55%. Compared with CopA and M444L, the activity of M444F decreased most obviously.
As shown in Fig. 2F, the activities of the three proteins showed an overall upward trend with increasing Cu2+ concentration. The relative activity of CopA decreased to 82% at a Cu2+ concentration of 0.6 mM, after which the relative activity increased with increasing Cu2+ concentration. The relative activity of protein M444L increased from 84–100%, and the relative activity of protein M444F increased from 79–100%, with the largest increase.
3.3. Kinetic parameter determination
The enzyme kinetic parameters of the original protein CopA and the mutant proteins M444F and M444L with ABTS as the substrate are shown in Table 2. The Km value of M444F was much larger than that of CopA and was 834.1 ± 8.3 µM, indicating that the M444F mutation greatly reduced the affinity between the protein and the substrate ABTS. In contrast, the Km value of M444L was lower than that of CopA, and was 138.3 ± 10.4 µM, so the M444L mutation increased the affinity between the protein and the substrate ABTS. The kcat of M444F was the largest and was 2984 ± 165 min− 1, which was 1.88 times that of CopA; the kcat of M444L was the smallest and was 1042 ± 8 min− 1, 0.66 times that of CopA. The mutation had a significant effect on the rate at which CopA catalyzed the oxidation of the substrate ABTS. The changes in the Michaelis constant Km and transformation number kcat directly affected kcat/Km, and the results showed that the enzyme catalytic efficiency of M444L was the highest at 7.56 ± 0.63 min− 1·µM− 1, which was 1.55 times that of CopA. Although the conversion number kcat of M444F was the largest, since its affinity with the substrate ABTS is much lower than that of M444L and CopA, its catalytic efficiency was the lowest, at 3.58 ± 0.23 min− 1·µM− 1, which was 0.73 of that of the original protein CopA.
The difference in the ability of CopA and the mutant proteins M444F and M444L to catalyze the oxidation of ABTS indicated that the difference in the affinity of different substrates and proteins and the number of conversions affected the ability of the protein to catalyze oxidation.
Table 2
Enzyme kinetic parameters of CopA, M444F and M444L with ABTS as substrate
| Enzyme | Km(µM) | kcat(min− 1) | kcat/Km(min− 1·µM− 1) |
| CopA | 325.0 ± 12.0 | 1583 ± 12 | 4.87 ± 0.14 |
| M444F | 834.1 ± 8.3 | 2984 ± 165 | 3.58 ± 0.23 |
| M444L | 138.3 ± 10.4 | 1042 ± 8 | 7.56 ± 0.63 |
3.4. Scanning electron microscopy characterization of protein manganese oxide
As shown in Fig. 3A, the CopA protein manganese oxide is spherical, and its size is uneven, with a diameter of 100 nm-1 µm, and there are clump-like aggregates. M444F protein manganese oxide (Fig. 3B) showed more clump-like aggregates with fewer single spherical monomers and a smaller diameter than CopA protein manganese oxide. The morphology of M444L protein manganese oxide (Fig. 3C) is different from that of the former two, showing a more uniform spherical shape, almost no agglomerate aggregates, and a diameter of approximately 50 nm, which is smaller than that of CopA protein manganese oxide.
Elemental analysis by EDS showed that Mn and O elements were uniformly distributed in the three protein manganese oxides (Fig. 3D-I). The proportion of Mn in CopA protein manganese oxide was 60.37%, and the proportion of O was 39.63%. The proportion of Mn in M444F protein manganese oxide was slightly lower than that of CopA protein manganese oxide, being 57.46%, and the corresponding O element ratio was 42.54%, which may be due to the lower protein concentration of M444F. The catalytic efficiency was higher than that of protein CopA, but the reaction for 7 d made up for the low catalytic efficiency of CopA, so the proportion of Mn elements in protein manganese oxide of CopA was 2.91% higher than that of M444F. The proportion of Mn in M444L protein manganese oxide was not much different from that of CopA and was 59.47%, while the proportion of O was 40.53%.
3.5. Fourier transform infrared spectroscopy of protein manganese oxides
As shown in Fig. 8, the bending vibration peak of Mn-O at 550 cm− 1 [27] and the bending vibration peak of Mn-OH at 1065 cm− 1 [28] confirm that manganese oxidation MnOx indeed exists. The existence of Mn-O-H suggests that Mn atoms in protein manganese oxides may interact with O atoms through coordination bonds[28]. The attribution of characteristic peaks from 1230 to 3300 cm− 1 is shown in Table 3. CopA, M444F, and M444L protein manganese oxides all showed the same characteristic infrared absorption peaks, indicating that mutating methionine 444 to phenylalanine and leucine did not change the chemical bonds of the generated manganese oxides.
Table 3
Assignment of characteristic absorption peaks of protein manganese oxides in FTIR
| Wavenumber (cm− 1) | Bond | Functional group |
| 3300 | O-H stretch | H2O |
| 2921 | C-H stretch | C-H groups |
| 1647 | –C = C– stretch | Amide I: C-O, C-N, N-H |
| 1518 | N–O asymmetric stretch | Nitro compounds |
| 1230 | C–N stretch | Aliphatic amines |
| 1065 | Mn-O-H bend | MnOx |
| 550 | Mn-O bend | MnOx |
3.6. Discovery studio structural simulation
His442, Cys495 and Met505 are the coordinating amino acids of T1 Cu[29]. As shown in Fig. 4A, in the original protein CopA, Met444 has the shortest distance to His442, 2.675 Å, Cys495 has a distance of 4.581 Å, and Met505 has the longest distance, 9.385 Å. In the mutant protein M444F (Fig. 4C), the distance between Phe444 and His442 and Met505 became longer, increasing to 2.727 Å and 9.688 Å, respectively, while the distance between Phe444 and Cys495 was only slightly increased to 4.596 Å. In the mutant protein M444L (Fig. 4E), the distances between Leu444 and Cys495 and Met505 were decreased to 4.552 Å and 9.354 Å, respectively, and the distance between Leu444 and His442 (2.684 Å) was slightly increased compared with CopA.
From the perspective of protein amino acid residue interactions, as shown in Fig. 4B, Met444 interacts with the coordinating amino acids His442, Cys495, and Met505 of T1 Cu. Met444 has van der Waals forces with Cys495 and Met505 and alkyl interactions with Cys495. Mutation of Met444 to Phe444 resulted in a Pi-S bond interaction between Phe444 and the T1 Cu ligand Met505 and a hydrogen bond interaction with His442 (Fig. 4D). Similarly, in M444L (Fig. 4F), there is a van der Waals force between Leu444 and Cys495 and a hydrogen bond interaction with His442.
3.7. Growth curves of strains
The growth curves of the original strain Rosetta-pET-copA, mutant strain Rosetta-pET-copAM444F and Rosetta-pET-copAM444L are shown in Fig. 5. From 3 h, the growth of the three strains entered the logarithmic growth phase. The growth curve showed that the OD600 value increased linearly, the strains grew rapidly in a stable geometric progression, and the growth rate of the strains slowed down significantly from 24 h. The OD600 reached the highest value at the 36th hour. Due to the influence of unfavorable factors such as nutrient consumption and accumulation of toxic products in the medium, the bacterial reproduction rate gradually decreased, and the relative bacterial death number began to gradually increase. At 48 h, the OD600 value decreased slightly, but the overall change was not significant, and the bacterial growth entered a stable period. The growth conditions of the three strains were not significantly different from 0 to 36 h. From 36 h, the OD600 value of the mutant strain Rosetta-pET-copAM444F was higher than that of the original strain Rosetta-pET-copA and the mutant strain Rosetta-pET-copAM444L. It is speculated that the mutation of M444F may have an effect on the growth of engineered bacteria. In addition, compared with wild bacteria, engineered bacteria have the advantages of rapid growth and strong reproductive ability[30].
3.8. Manganese removal ability of strains
In the process of biological manganese oxidation, Mn(II) is first oxidized to the Mn(III) intermediate and then rapidly oxidized to Mn(IV)[31]. Figure 6 shows the manganese removal rates of the original strain Rosetta-pET-copA and the mutant strain Rosetta-pET-copAM444F and Rosetta-pET-copAM444L during 7 days of culture.
On Day 1, the manganese removal rates of the strains were generally similar. The manganese removal rates of the original strain Rosetta-pET-copA and the mutant strain Rosetta-pET-copAM444F and Rosetta-pET-copAM444L were 16.60%, 10.83% and 17.08%, respectively. On Day 4, the manganese removal rates of the three strains began to show differences. The manganese removal rates of Rosetta-pET-copA, Rosetta-pET-copAM444F, and Rosetta-pET-copAM444L all increased significantly to 62.26%, 49.33%, and 68.07%, respectively. By Day 7, the manganese removal rates of the three strains were significantly different. The original strain Rosetta-pET-copA had a manganese removal rate of 78.10%, Rosetta-pET-copAM444F had the lowest manganese removal rate of 68.07%, and Rosetta-pET-copAM444L had the highest manganese removal rate of 88.87%.
Figure 6. Manganese removal efficiency of Rosetta-pET-copA, Rosetta-pET-copAM444F, and Rosetta-pET-copAM444L with a 1 mM initial concentration of Mn2+
3.9. Scanning electron microscopy characterization of strain manganese oxide
The original strain Rosetta-pET-copA, mutant strain Rosetta-pET-copAM444F, and Rosetta-pET-copAM444L were cultured for 7 days under an initial Mn2+ concentration of 1 mM. The scanning electron microscope images of the 0th, 1st, 4th, and 7th days of strain culture are shown in Fig. 7 (Day 0 refers to the time when 1 mM Mn2+ was added just after the strain was activated).
On Day 0, when they had not yet reacted with Mn2+, Fig. 7A-Fig. 7C shows the original morphology of strains Rosetta-pET-copA, Rosetta-pET-copAM444F, and Rosetta-pET-copAM444L, being approximately 10–20 µm in length and forming a long rod with a width of 6 µm, which is in line with the morphological characteristics of Escherichia coli. After reacting with Mn2+ for 1 day (Fig. 7D-Fig. 7F), the bacterial cells aggregated and formed a state of agglomeration. Compared with the 0th day, the morphology changed slightly, and manganese oxides started to form.
After reacting with Mn2+ for 4 days (Fig. 7G-Fig. 7I), the morphology of the strains underwent great changes, and there were more aggregates. The morphology of the Rosetta-pET-copA was shorter than that on Day 0, being approximately 5–10 µm. Compared with the original strain Rosetta-pET-copA, the size of a single cell of the strain Rosetta-pET-copAM444F was not much different, but the aggregation state was greater. The morphology of the strain Rosetta-pET-copAM444L was different from that of the former two strains. The size of the bacteria was larger, changing from a long rod shape on Day 0 to an oval shape with irregular edges, approximately 15 µm in length and 10 µm in width.
After reacting with Mn2+ for 7 days (Fig. 7J-Fig. 7L), the morphology of the three strains changed further, and the number of manganese oxides significantly increased. Among them, the strain Rosetta-pET-copA and the strain Rosetta-pET-copAM444F had similar morphologies, resulting in clump-like aggregates. Although the strain Rosetta-pET-copAM444L was also a clump-like aggregate, its size was larger, approximately 20 µm in length and 15 µm in width.