| Literature DB >> 29786667 |
Michał Bialik1, Artur Wiktor2, Piotr Latocha3, Ewa Gondek4.
Abstract
The aim of this study was to analyze the impact of osmotic solutions and temperature on the osmotic dehydration (OD) of two cultivars of kiwiberry. OD was carried out in sucrose, xylitol and maltitol solutions at 30 °C and 50 °C, respectively. The process of osmotic dehydration was described by the means of water loss (WL), solid gain (SG), weight reduction (WR), and water content changes. Moreover, dehydration was described by mathematical models often used in the literature. The highest WL, WR and SG values were observed for samples treated by xylitol and maltitol at 50 °C. The statistical analysis of the mathematical modelling of the process showed that in most cases, the Peleg's equation exhibits better fitting for the experimental data.Entities:
Keywords: kiwiberry; mathematical modelling; osmotic dehydration; polyols; solid gain; water loss
Mesh:
Substances:
Year: 2018 PMID: 29786667 PMCID: PMC6099394 DOI: 10.3390/molecules23051236
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
Figure 1WR kinetics of the ‘Geneva’ cultivar dehydrated at (a) 30 °C; and (b) 50 °C in xylitol (▲—triangle), maltitol (■—square) and sucrose (●—circle). WR kinetics of the ‘Weiki’ cultivar dehydrated at (c) 30 °C; and (d) 50 °C in xylitol (▲—triangle), maltitol (■—square) and sucrose (●—circle). Dotted lines represent values obtained from the mathematical modelling.
The influence of osmotic pre-treatment in different solutions, and time on WR.
| Factor | Contrast | +/− Limits | Difference | ||
|---|---|---|---|---|---|
| Cultivar | Geneva a | <0.001 * | Geneva–Weiki | 0.006 | 0.034 * |
| Weiki b | |||||
| Temperature | 30 °C a | <0.001 * | 30 °C–50 °C | −0.044 | −0.005 * |
| 50 °C b | |||||
| Time | 10 min a | <0.001 * | 10 min–60 min | 0.008 | −0.062 * |
| 10 min–30 min | 0.008 | −0.028 * | |||
| 10 min–180 min | 0.008 | −0.112 * | |||
| 30 min b | 60 min–30 min | 0.008 | 0.033 * | ||
| 1 h c | 60 min–180 min | 0.008 | −0.050 * | ||
| 3 h d | 30 min–180 min | 0.008 | −0.084 * | ||
| Osmotic solution | Sucrose a | <0.001 * | Xylitol–Maltitol | 0.007 | 0.014 * |
| Maltitol a | Xylitol–Sucrose | 0.007 | 0.019 * | ||
| Xylitol b | Maltitol–Sucrose | 0.008 | 0.004 | ||
Note: Means within columns, sharing the same superscript, are not significantly different from each other (Tukey’s HSD, p < 0.05). * denotes a statistically significant difference.
Interactions between tested variables for WR, WL and SG expressed by p-values.
| Interaction | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| AB | AC | AD | BC | BD | CD | ABC | ABD | ACD | BCD | |
|
| 0.148 | 0.059 | 0.848 | <0.001 * | 0.311 | 0.098 | 0.938 | 0.026 | 0.465 | 0.022 * |
|
| 0.335 | 0.009 * | 0.304 | <0.001 * | 0.210 | <0.001 * | 0.492 | 0.339 | 0.074 | 0.002 * |
|
| 0.554 | 0.007 * | 0.019 * | <0.001 * | 0.388 | <0.001 * | 0.067 | 0.005 * | 0.1898 | 0.452 |
A—cultivar, B—temperature, C—time, D—osmotic solution.
Values of RMSE, χ2, R2 and CRV of best fitting mathematical model of WR.
| Cultivar | Temperature | Solution | Model |
|
|
|
|
|
| |
|---|---|---|---|---|---|---|---|---|---|---|
| Geneva | 30 °C | sucrose | Ade-Omowaye | - | - | 0.006 | 0.019 | 0.001 | 40.89 | 0.507 |
| Peleg | 11.171 | −0.006 | - | 0.012 | 0.001 | 25.11 | 0.814 | |||
| maltitol | Ade-Omowaye | - | - | - | - | - | - | - | ||
| Peleg | 9.839 | −0.004 | - | 0.012 | 0.001 | 20.30 | 0.851 | |||
| xylitol | Ade-Omowaye | - | - | - | - | - | - | - | ||
| Peleg | 8.468 | 0.003 | - | 0.017 | 0.001 | 21.20 | 0.896 | |||
| 50 °C | sucrose | Ade-Omowaye | - | - | - | - | - | - | - | |
| Peleg | 2.780 | 0.009 | - | 0.015 | 0.000 | 17.35 | 0.950 | |||
| maltitol | Ade-Omowaye | - | - | - | - | - | - | - | ||
| Peleg | 2.881 | 0.011 | - | 0.008 | 0.000 | 9.10 | 0.985 | |||
| xylitol | Ade-Omowaye | - | - | - | - | - | - | - | ||
| Peleg | 3.468 | 0.000 | - | 0.009 | 0.000 | 8.82 | 0.982 | |||
| Weiki | 30 °C | sucrose | Ade-Omowaye | - | - | - | - | - | - | - |
| Peleg | 12.525 | −0.009 | - | 0.011 | 0.000 | 49.16 | 0.763 | |||
| maltitol | Ade-Omowaye | - | - | - | - | - | - | - | ||
| Peleg | 14.953 | −0.004 | - | 0.006 | 0.000 | 27.75 | 0.886 | |||
| xylitol | Ade-Omowaye | - | - | - | - | - | - | - | ||
| Peleg | 9.001 | −0.008 | - | 0.013 | 0.000 | 29.75 | 0.838 | |||
| 50 °C | sucrose | Ade-Omowaye | - | - | - | - | - | - | - | |
| Peleg | 1.193 | 0.001 | - | 0.006 | 0.000 | 10.73 | 0.989 | |||
| maltitol | Ade-Omowaye | - | - | - | - | - | - | - | ||
| Peleg | 2.776 | −0.002 | - | 0.007 | 0.000 | 10.75 | 0.986 | |||
| xylitol | Ade-Omowaye | - | - | - | - | - | - | - | ||
| Peleg | 2.834 | 0.002 | - | 0.004 | 0.000 | 7.26 | 0.993 |
“-” denotes values which cannot be calculated using this prediction model.
Figure 2WL kinetics of the ‘Geneva’ cultivar dehydrated at (a) 30 °C; and (b) 50 °C in xylitol (▲—triangle), maltitol (■—square) and sucrose (●—circle). WL kinetics of the ‘Weiki’ cultivar dehydrated at (c) 30 °C; and (d) 50 °C in xylitol (▲—triangle), maltitol (■—square) and sucrose (●—circle). Dotted lines represent values obtained from the mathematical modelling.
The influence of osmotic pre-treatment in different solutions, and time on WL (g/g i.d.m.).
| Factor | Contrast | +/− Limits | Difference | ||
|---|---|---|---|---|---|
| Cultivar | Geneva a | 0.187 | Geneva–Weiki | −0.018 | 0.027 |
| Weiki a | |||||
| Temperature | 30 °C a | <0.001 * | 30 °C–50 °C | 0.027 | −0.312 * |
| 50 °C b | |||||
| Time | 10 min a | <0.001 * | 10 min–60 min | 0.039 | −0.362 * |
| 10 min–30 min | 0.039 | −0.147 * | |||
| 10 min–180 min | 0.039 | −0.733 * | |||
| 30 min b | 60 min–30 min | 0.039 | 0.215 * | ||
| 1 h c | 60 min–180 min | 0.039 | −0.371 * | ||
| 3 h d | 30 min–180 min | 0.039 | −0.586 * | ||
| Osmotic solution | Sucrose a | <0.001 * | Xylitol–Maltitol | 0.034 | 0.122 * |
| Maltitol a | Xylitol–Sucrose | 0.034 | 0.151 * | ||
| Xylitol b | Maltitol–Sucrose | 0.033 | 0.028 | ||
Note: Means within columns, sharing the same superscript, are not significantly different from each other (Tukey’s HSD, p < 0.05). * denotes a statistically significant difference.
Values of RMSE, χ2, R2 and CRV of best fitting mathematical model of WL.
| Cultivar | Temperature | Solution | Model |
|
|
|
|
|
| |
|---|---|---|---|---|---|---|---|---|---|---|
| Geneva | 30 °C | sucrose | Ade-Omowaye | - | - | 0.043 | 0.119 | 0.016 | 35.91 | 0.538 |
| Peleg | 1.711 | −0.028 | - | 0.056 | 0.003 | 16.91 | 0.897 | |||
| maltitol | Ade-Omowaye | - | - | 0.052 | 0.098 | 0.010 | 25.01 | 0.735 | ||
| Peleg | 1.520 | 0.012 | - | 0.037 | 0.001 | 9.51 | 0.961 | |||
| xylitol | Ade-Omowaye | - | - | 0.079 | 0.081 | 0.008 | 17.87 | 0.948 | ||
| Peleg | 1.448 | 0.013 | - | 0.082 | 0.009 | 11.83 | 0.959 | |||
| 50 °C | sucrose | Ade-Omowaye | - | - | 0.101 | 0.079 | 0.008 | 13.49 | 0.967 | |
| Peleg | 0.402 | 0.100 | - | 0.077 | 0.007 | 13.06 | 0.969 | |||
| maltitol | Ade-Omowaye | - | - | 0.099 | 0.029 | 0.001 | 5.02 | 0.995 | ||
| Peleg | 0.484 | 0.102 | - | 0.054 | 0.004 | 9.22 | 0.982 | |||
| xylitol | Ade-Omowaye | - | - | 0.118 | 0.082 | 0.008 | 11.64 | 0.969 | ||
| Peleg | 0.507 | 0.036 | - | 0.056 | 0.004 | 7.93 | 0.986 | |||
| Weiki | 30 °C | sucrose | Ade-Omowaye | - | - | 0.052 | 0.095 | 0.011 | 27.75 | 0.663 |
| Peleg | 1.681 | 0.016 | - | 0.031 | 0.001 | 9.04 | 0.964 | |||
| maltitol | Ade-Omowaye | - | - | 0.055 | 0.104 | 0.013 | 28.53 | 0.618 | ||
| Peleg | 1.645 | 0.010 | - | 0.034 | 0.001 | 9.32 | 0.959 | |||
| xylitol | Ade-Omowaye | - | - | 0.073 | 0.120 | 0.018 | 25.45 | 0.761 | ||
| Peleg | 1.104 | −0.002 | - | 0.035 | 0.001 | 7.35 | 0.980 | |||
| 50 °C | sucrose | Ade-Omowaye | - | - | 0.099 | 0.045 | 0.002 | 7.57 | 0.986 | |
| Peleg | 0.517 | 0.135 | - | 0.070 | 0.006 | 11.78 | 0.967 | |||
| maltitol | Ade-Omowaye | - | - | 0.103 | 0.067 | 0.005 | 10.81 | 0.973 | ||
| Peleg | 0.510 | 0.113 | - | 0.079 | 0.007 | 12.78 | 0.963 | |||
| xylitol | Ade-Omowaye | - | - | 0.111 | 0.060 | 0.004 | 9.03 | 0.980 | ||
| Peleg | 0.426 | 0.186 | - | 0.089 | 0.010 | 13.36 | 0.957 |
“-” denotes values which cannot be calculated using this prediction model.
Figure 3SG kinetics of the ‘Geneva’ cultivar dehydrated at (a) 30 °C; and (b) 50 °C in xylitol (▲—triangle), maltitol (■—square) and sucrose (●—circle). SG kinetics of. the ‘Weiki’ cultivar dehydrated at (c) 30 °C and (d) 50 °C in xylitol (▲—triangle), maltitol (■—square) and sucrose (●—circle). Dotted lines represent values obtained from the mathematical modelling.
The influence of osmotic pre-treatment in different solutions, and time on SG [g/g i.d.m.].
| Factor | Contrast | +/− Limits | Difference | ||
|---|---|---|---|---|---|
| Cultivar | Geneva a | <0.001 * | Geneva–Weiki | 0.013 | −0.201 * |
| Weiki b | |||||
| Temperature | 30 °C a | <0.001 * | 30 °C–50 °C | 0.013 | −0.079 * |
| 50 °C b | |||||
| Time | 10 min a | <0.001 * | 10 min–60 min | 0.018 | −0.056 * |
| 10 min–30 min | 0.018 | −0.003 | |||
| 10 min–180 min | 0.017 | −0.153 * | |||
| 30 min a | 60 min–30 min | 0.018 | 0.053 * | ||
| 60 min b | 60 min–180 min | 0.017 | −0.097 * | ||
| 180 min c | 30 min–180 min | 0.017 | −0.151 * | ||
| Osmotic solution | Sucrose a | <0.001 * | Xylitol–Maltitol | 0.015 | 0.046 * |
| Maltitol a | Xylitol–Sucrose | 0.015 | 0.045 * | ||
| Xylitol b | Maltitol–Sucrose | 0.015 | −0.007 | ||
Note: Means within columns, sharing the same superscript, are not significantly different from each other (Tukey’s HSD, p < 0.05). * denotes a statistically significant difference.
Values of RMSE, χ2, R2 and CRV of best fitting mathematical model of SG.
| Cultivar | Temperature | Solution | Model |
|
|
|
|
|
| |
|---|---|---|---|---|---|---|---|---|---|---|
| Geneva | 30 °C | sucrose | Ade-Omowaye | - | - | 0.010 | 0.031 | 0.001 | 38.88 | 0.358 |
| Peleg | 8.164 | −0.001 | - | 0.018 | 0.000 | 22.76 | 0.780 | |||
| maltitol | Ade-Omowaye | - | - | 0.044 | 0.043 | 0.002 | 14.16 | 0.961 | ||
| Peleg | 1.021 | 0.024 | - | 0.038 | 0.001 | 12.54 | 0.969 | |||
| xylitol | Ade-Omowaye | - | - | 0.024 | 0.049 | 0.003 | 36.22 | 0.832 | ||
| Peleg | −2.186 | 0.055 | - | 0.034 | 0.001 | 24.63 | 0.922 | |||
| 50 °C | sucrose | Ade-Omowaye | - | - | 0.023 | 0.023 | 0.001 | 16.42 | 0.940 | |
| Peleg | 1.137 | 0.055 | - | 0.026 | 0.001 | 18.86 | 0.921 | |||
| maltitol | Ade-Omowaye | - | - | 0.022 | 0.027 | 0.001 | 19.37 | 0.873 | ||
| Peleg | 3.339 | 0.038 | - | 0.024 | 0.001 | 17.29 | 0.898 | |||
| xylitol | Ade-Omowaye | - | - | 0.029 | 0.043 | 0.002 | 23.76 | 0.872 | ||
| Peleg | 2.103 | 0.016 | - | 0.038 | 0.002 | 21.20 | 0.898 | |||
| Weiki | 30 °C | sucrose | Ade-Omowaye | - | - | - | - | - | - | - |
| Peleg | 3.101 | 0.000 | - | 0.010 | 0.000 | 4.05 | 0.988 | |||
| maltitol | Ade-Omowaye | - | - | - | - | - | - | - | ||
| Peleg | 2.947 | 0.000 | - | 0.021 | 0.000 | 8.45 | 0.952 | |||
| xylitol | Ade-Omowaye | - | - | 0.036 | 0.093 | 0.010 | 37.56 | 0.208 | ||
| Peleg | 2.782 | 0.003 | - | 0.035 | 0.001 | 14.11 | 0.888 | |||
| 50 °C | sucrose | Ade-Omowaye | - | - | 0.044 | 0.121 | 0.018 | 39.43 | 0.066 | |
| Peleg | 2.266 | 0.002 | - | 0.029 | 0.001 | 9.63 | 0.944 | |||
| maltitol | Ade-Omowaye | - | - | 0.044 | 0.099 | 0.012 | 33.64 | 0.431 | ||
| Peleg | 2.244 | 0.012 | - | 0.051 | 0.003 | 17.36 | 0.848 | |||
| xylitol | Ade-Omowaye | - | - | 0.052 | 0.101 | 0.012 | 29.18 | 0.626 | ||
| Peleg | 1.871 | 0.032 | - | 0.078 | 0.007 | 22.59 | 0.776 |
“-” denotes values which cannot be calculated using this prediction model.