| Literature DB >> 32927663 |
Yue Jiang1, Donghui Ma1, Tengteng Ji1, Dur E Sameen1, Saeed Ahmed1, Suqing Li1, Yaowen Liu1,2.
Abstract
Response Surface Methodology (RSM) was used to assess the optimal conditions for a class="Chemical">Water/Entities:
Keywords: encapsulation; nanofibers; nisin; polyacrylate sodium; polyvinyl alcohol; ultrasonic
Year: 2020 PMID: 32927663 PMCID: PMC7559420 DOI: 10.3390/nano10091803
Source DB: PubMed Journal: Nanomaterials (Basel) ISSN: 2079-4991 Impact factor: 5.076
Analysis of Variance (ANOVA) for the response surface model.
| Source | Sum of Squares | df | Mean Square | F Value | |
|---|---|---|---|---|---|
| Model | 706.07 | 9 | 78.45 | 116.14 | <0.0001 a |
| X1 | 14.31 | 1 | 14.31 | 21.19 | 0.0025 b |
| X2 | 188.67 | 1 | 188.67 | 279.30 | <0.0001 a |
| X3 | 53.51 | 1 | 53.51 | 79.21 | <0.0001 a |
| X1X2 | 14.06 | 1 | 14.06 | 20.82 | 0.0026 b |
| X1X3 | 1.69 | 1 | 1.69 | 2.50 | 0.1577 c |
| X2X3 | 4.56 | 1 | 4.56 | 6.75 | 0.0355 b |
| X12 | 9.05 | 1 | 9.05 | 13.39 | 0.0081 b |
| X22 | 381.86 | 1 | 381.86 | 565.30 | <0.0001 a |
| X32 | 18.54 | 1 | 18.54 | 27.44 | 0.0012 b |
| Residual | 4.73 | 7 | 0.68 | - | - |
| Lack of Fit | 2.22 | 3 | 0.74 | 1.18 | 0.4210c |
| Pure Error | 2.50 | 4 | 0.63 | - | - |
| Cor Total | 710.80 | 16 | - | - | - |
| R2 = 0.9961 | - | - | - | - | - |
| Adj R2 = 0.9912 | - | - | - | - | - |
X1 = coded value of pH, X2 = coded value of ultrasonic time, and X3 = coded value of E1/E2 (min), a very significant p < 0.01, b significant p < 0.05 and c not significant p > 0.05.
Figure 1The mechanism by which soy oil/gelatin encapsulates nisin, (a) dissolve; (b) microscopic reaction; (c) macroscopic reaction; (d) particle enlarged detail.
Particle sizes, encapsulation efficiency (EE), and polydispersity (PDI) values of encapsulated nisin (EN) under different ultrasound times.
| Samples | pH | UT (min) | E1/E2 | EE (%) | Particle Sizes (nm) | PDI |
|---|---|---|---|---|---|---|
| 1 | 4.2 | 0 | 1.57 | 72.19 ± 1.82 c | 550 ± 30 a | 0.78 ± 0.02 a |
| 2 | 4.2 | 2.5 | 1.57 | 85.34 ± 1.62 a | 450 ± 30 b | 0.42 ± 0.02 b |
| 3 | 4.2 | 3.0 | 1.57 | 86.66 ± 1.59 a | 320 ± 20 d | 0.27 ± 0.01 d |
| 4 | 4.2 | 5.0 | 1.57 | 76.42 ± 1.57 b | 390 ± 20 c | 0.36 ± 0.01 c |
Different letters in the same column indicate significant differences (p < 0.05).
Figure 2(a) SEM image of encapsulated nisin (pH 4.2, ultrasonication time 3.0 min, and E1/E2 1.57), (b) magnified images of encapsulated nisin; (c) The effects of ultrasonication time on turbidity; (d) Typical SEM images of PVA/PAAS/EN-0%; (e) nanofiber diameter distribution histogram of PVA/PAAS/EN-0%;(f) SEM images of PVA/PAAS/EN-10%; (g) nanofiber diameter distribution histogram of PVA/PAAS/EN-10%; (h) typical SEM 50000x images of PVA/PAAS/EN-10% nanofibers under ultrasound time 0 min; (i) ultrasound time: 15 min; (j) ultrasound time: 30 min.
Figure 3(a) FTIR spectra of typical PVA/PAAS/EN-10% nanofibers under different ultrasound times, and PVA/PAAS/EN nanofibers with different EN concentration (under 15 min of ultrasonic treatment); (b) FTIR spectrum of PVA/PAAS/EN-10%, PVA/PAAS, PVA, EN, Nisin, Gelatin.
Thickness, density, mechanical properties, swelling ratio (SR), and water vapor permeability (WVP) values of nanofibers under different ultrasound times.
| Samples | Ultrasonic Time (min) | PVA/PAAS/EN-0% | PVA/PAAS/EN-5% | PVA/PAAS/EN-10% | PVA/PAAS/EN-15% | PVA/PAAS/EN-20% |
|---|---|---|---|---|---|---|
| Thickness (mm) | 0 | 0.41 ± 0.01 d | 0.43 ± 0.02 d | 0.49 ± 0.01 c | 0.57 ± 0.01 a | 0.53 ± 0.02 b |
| 15 | 0.47 ± 0.02 c | 0.47 ± 0.02 c | 0.56 ± 0.02 b | 0.64 ± 0.01 a | 0.61 ± 0.03 a | |
| 30 | 0.44 ± 0.02 a | 0.56 ± 0.03 bc | 0.52 ± −0.01 b | 0.59 ± 0.02 a | 0.55 ± 0.03 bc | |
| Density (g/cm3) | 0 | 0.37 ± 0.03 c | 0.45 ± 0.03 b | 0.49 ± 0.02 b | 0.60 ± 0.05 a | 0.51 ± 0.04 b |
| 15 | 0.42 ± 0.04 d | 0.58 ± 0.02 c | 0.69 ± 0.02 b | 0.77 ± 0.04 a | 0.67 ± 0.04 b | |
| 30 | 0.35 ± 0.03 c | 0.55 ± 0.04 b | 0.57 ± 0.03 ab | 0.62 ± 0.02 a | 0.59 ± 0.03 ab | |
| TS (MPa) | 0 | 5.81 ± 0.13 e | 8.52 ± 0.48 b | 7.91 ± 0.39 c | 10.35 ± 0.32 a | 6.44 ± 0.09 d |
| 15 | 6.58 ± 0.27 e | 9.21 ± 0.27 c | 10.58 ± 0.24 b | 12.12 ± 0.49 a | 7.76 ± 0.26 d | |
| 30 | 4.76 ± 0.26 d | 6.00 ± 0.26 c | 8.33 ± 0.41 b | 9.36 ± 0.28 a | 4.87 ± 0.33 d | |
| EAB (%) | 0 | 69.31 ± 2.91 d | 84.79 ± 3.62 c | 92.67 ± 3.54 b | 105.69 ± 2.91 a | 94.56 ± 2.83 b |
| 15 | 77.30 ± 2.59 a | 115.75 ± 3.71 b | 101.41 ± 3.83 c | 130.08 ± 3.63 a | 120.69 ± 3.68 b | |
| 30 | 70.14 ± 2.88 d | 98.65 ± 2.45 c | 110.94 ± 3.15 b | 125.27 ± 2.97 a | 114.36 ± 3.72 b | |
| SR (%) | 0 | 324.45 ± 10.25 a | 302.26 ± 9.38 b | 285.11 ± 11.07 bc | 266.53 ± 10.68 c | 243.91 ± 11.04 d |
| 15 | 335.35 ± 9.51 a | 305.47 ± 10.21 b | 289.91 ± 12.07 bc | 271.82 ± 9.99 cd | 256.96 ± 8.65 d | |
| 30 | 301.59 ± 10.32 a | 279.36 ± 10.97 b | 255.39 ± 10.25 c | 248.16 ± 8.41 c | 221.65 ± 9.57 d | |
| WVP × 10−3 (g/h m2 Pa) | 0 | 1.43 ± 0.08 a | 1.24 ± 0.04 b | 1.19 ± 0.03 b | 1.07 ± 0.03 c | 1.25 ± 0.03 b |
| 15 | 1.39 ± 0.04 a | 1.17 ± 0.07 b | 1.03 ± 0.02 c | 1.02 ± 0.02 c | 1.23 ± 0.03 b | |
| 30 | 1.57 ± 0.05 b | 1.43 ± 0.03 c | 1.25 ± 0.03 a | 1.33 ± 0.03 d | 1.84 ± 0.04 a |
Different letters in the same column indicate significant differences (p < 0.05).
Color and light transmittance values of nanofibers under different ultrasound times.
| Sample | Ultrasonic Time (min) | PVA/PAAS/EN-0% | PVA/PAAS/EN-5% | PVA/PAAS/EN-10% | PVA/PAAS/EN-15% | PVA/PAAS/EN-20% |
|---|---|---|---|---|---|---|
| L | 0 | 95.37 ± 0.22 a | 92.90 ± 1.02 ab | 92.04 ± 2.20 b | 92.02 ± 1.09 b | 87.24 ± 1.73 c |
| 15 | 84.87 ± 1.38 c | 92.44 ± 2.25 a | 80.86 ± 0.47 d | 89.42 ± 1.54 b | 85.58 ± 0.78 c | |
| 30 | 85.83 ± 2.26 b | 83.31 ± 1.24 c | 88.81 ± 0.57 a | 87.22 ± 1.52 ab | 85.17 ± 2.66 b | |
| a | 0 | 4.00 ± 0.64 a | 1.08 ± 0.11 b | 0.27 ± 0.07 bc | 0.78 ± 0.22 bc | −0.59 ± 0.18 c |
| 15 | −0.46 ± 0.12 ab | 1.66 ± 0.23 a | −0.99 ± 0.27 ab | −0.39 ± 0.09 ab | −1.09 ± 0.26 b | |
| 30 | −0.44 ± 0.05 a | −0.77 ± 0.17 a | −0.45 ± 0.12 a | −0.15 ± 0.14 a | 0.13 ± 0.03 a | |
| b | 0 | −1.77 ± 0.05 a | −3.01 ± 0.24 b | −3.10 ± 0.32 b | −2.79 ± 0.29 b | −3.26 ± 0.29 b |
| 15 | −3.53 ± 0.28 a | −2.53 ± 0.31 a | −4.37 ± 0.34 a | −3.38 ± 0.23 a | −3.31 ± 0.31 a | |
| 30 | −4.19 ± 0.53 b | −1.38 ± 0.24 a | −3.19 ± −0.14 b | −3.24 ± 0.16 b | −2.87 ± 0.38 ab | |
| ∆E | 0 | 14.82 ± 0.45 a | 11.57 ± 0.99 b | 10.70 ± 2.07 b | 11.11 ± 1.01 b | 6.21 ± 1.48 c |
| 15 | 3.95 ± 1.48 c | 11.50 ± 2.99 a | 2.21 ± 0.48 c | 8.11 ± 1.49 b | 4.78 ± 0.33 c | |
| 30 | 3.53 ± 0.94 c | 4.86 ± 1.42 c | 7.55 ± 0.58 a | 6.09 ± 1.60 ab | 5.01 ± 1.29 bc | |
| T600 (%) | 0 | 9.18 ± 0.44 a | 8.99 ± 0.22 b | 8.48 ± 0.25 c | 7.76 ± 0.12 d | 8.38 ± 0.27 c |
| 15 | 9.07 ± 0.25 a | 8.73 ± 0.33 a | 8.18 ± 0.12 b | 7.53 ± 0.17 c | 8.01 ± 0.24 b | |
| 30 | 9.09 ± 0.27 a | 8.83 ± 0.42 ab | 8.34 ± 0.04 b | 7.59 ± 0.45 b | 8.26 ± 0.28 c |
Different letters in the same column indicate significant differences (p < 0.05).
Figure 4Degradation rates of nanofibers under different ultrasound times: (a) 0 min, (b) 15 min, and (c) 30 min. (* p < 0.05, n = 5).
Figure 5(a) The release of nisin from EN and PVA/PAAS/EN-15% nanofibers under different ultrasound times; (b) the release behavior of nisin from polyvinyl alcohol/polyacrylate sodium nanofibers.
The models of release behavior and parameters of fitted curves.
| Model | Equation | k | n | R2 |
|---|---|---|---|---|
| First order | Q = k × (1 − e−nt) | 0.91202 | 0.47774 | 0.94713 |
| Higuchi | Q = k × t0.5 + n | 0.22132 | 0.20561 | 0.897 |
| Korsemeyer-Peppas | Q = k × tn | 0.49629 | 0.25826 | 0.98814 |
Figure 6(a) Actual kinetic release profiles of nisin from nanofibers; the corresponding fitted curves following first order (b), Higuchi (c), and Korsemeyer–Peppas (d) models.
Figure 7Effect of nanofibers on the growth of (a) E. coli and (b) S. aureus on TSA medium stored at 4 °C; Survival of (c) E. coli and (d) S. aureus in nanofibers under different ultrasound times throughout storage time at 4 °C for 16 days.
Figure 8Digital images of the appearance and inner changes of strawberries during storage times.