| Literature DB >> 31936386 |
Tássia Silva Tavares1, Eduardo Pereira da Rocha1, Francisco Guilherme Esteves Nogueira2, Juliana Arriel Torres1, Maria Cristina Silva1, Kamil Kuca3, Teodorico C Ramalho1,3.
Abstract
Owing to their high surface area, stability, and functional groups on the surface, iron oxide hydroxide nanoparticles have attracted attention as enzymatic support. In this work, a chemometric approach was performed, aiming at the optimization of the horseradish peroxidase (HRP) immobilization process on Δ-FeOOH nanoparticles (NPs). The enzyme/NPs ratio (X1), pH (X2), temperature (X3), and time (X4) were the independent variables analyzed, and immobilized enzyme activity was the response variable (Y). The effects of the factors were studied using a factorial design at two levels (-1 and 1). The biocatalyst obtained was evaluated for the ferulic acid (FA) removal, a pollutant model. The materials were characterized by X-ray powder diffraction (XRD), Fourier transform infrared spectroscopy (FTIR), and scanning electron microscopy (SEM). The SEM images indicated changes in material morphology. The independent variables X1 (-0.57), X2 (0.71), and X4 (0.42) presented the significance effects estimate. The variable combinations resulted in two significance effects estimates, X1*X2 (-0.57) and X2*X4 (0.39). The immobilized HRP by optimized conditions (X1 = 1/63 (enzyme/NPs ratio, X2 = pH 8, X4 = 60 °C, and 30 min) showed high efficiency for FA oxidation (82%).Entities:
Keywords: bioremediation; horseradish peroxidase; immobilization; iron oxide hydroxide
Year: 2020 PMID: 31936386 PMCID: PMC7024332 DOI: 10.3390/molecules25020259
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
Experiments matrix of 24 fractional factorial.
| Experiments | (X1) a | (X2) b | (X3) c | (X4) d |
|---|---|---|---|---|
| 1 | −1 (100) | −1 (4.0) | −1 (30) | −1 (25) |
| 2 | −1 (100) | 1 (8.0) | −1 (30) | −1 (25) |
| 3 | 1(500) | −1 (4.0) | −1 (30) | −1 (25) |
| 4 | 1(500) | 1 (8.0) | −1 (30) | −1 (25) |
| 5 | −1(100) | −1 (4.0) | 1 (180) | −1 (25) |
| 6 | −1(100) | 1 (8.0) | 1 (180) | −1 (25) |
| 7 | 1(500) | −1 (4.0) | 1 (180) | −1 (25) |
| 8 | 1(500) | 1 (8.0) | 1 (180) | −1 (25) |
| 9 | −1(100) | −1 (4.0) | −1 (30) | 1 (60) |
| 10 | −1(100) | 1 (8.0) | −1(30) | 1 (60) |
| 11 | 1(500) (1/313) | −1 (4.0) | −1 (30) | 1 (60) |
| 12 | 1(500) | 1 (8.0) | −1 (30) | 1 (60) |
| 13 | −1(100) | −1 (4.0) | 1(180) | 1 (60) |
| 14 | −1(100) | 1 (8.0) | 1 (180) | 1 (60) |
| 15 | 1(500) | −1 (4.0) | 1 (180) | 1 (60) |
| 16 | 1(500) | −1 (8.0) | 1 (180) | 1 (60) |
a X1: nanoparticles (mg). b X2: pH. c X3: time (minutes). d X4: temperature (°C).
Figure 1X-ray diffraction (XRD): (a) horseradish peroxidase (HRP); (b) Δ-FeOOH–HRP; (c) Δ-FeOOH particles.
Figure 2Fourier transform infrared spectroscopy (FTIR) spectra: (a) horseradish peroxidase (HRP); (b) Δ-FeOOH particles; and (c) Δ-FeOOH–HRP.
Figure 3Scanning electron microscopy (SEM) image: (a) horseradish peroxidase (HRP); (b) Δ-FeOOH particles; and (c,d) Δ-FeOOH–HRP.
Effects estimates from each independent variable of the factorial design 24 evaluated at 95% of the coefficient limit.
| Factor | Effects Estimate |
|---|---|
| Mean/Interc. | 0.371250 |
| X1 | −0.578250 |
| X2 | 0.712750 |
| X3 | −0.022750 |
| X4 | 0.422000 |
| X1*X2 | −0.566000 |
| X1*X3 | 0.038500 |
| X1*X4 | −0.257750 |
| X2*X3 | −0.035000 |
| X2*X4 | 0.392250 |
| X3*X4 | 0.113250 |
X1: enzyme/nanoparticles (NPs); X2: pH; X3: time (minutes); X4: temperature (°C).
Figure 4Response surface of factorial design: (a) variable X1 vs. X2; (b) variable X1 vs. X4.
Figure 5Immobilization yield (IY) and immobilization efficiency (IE): pH 4.0 (odd-number experiments), pH 8.0 (even-number experiments), and temperature 25 °C (experiments 1 until 8) and 60 °C (experiments 9 until 16).
Figure 6Activity (U/g of nanoparticles) of immobilized HRP on ferroxyte Δ-FeOOH under different processes conditions: pH 4.0 (odd-number experiments), pH 8.0 (even-number experiments), and temperature 25 °C (experiments 1 until 8) and 60 °C (experiments 9 until 16).
Figure 7Peroxidases catalytic cycle involving the ferulic acid oxidation.