| Literature DB >> 35566037 |
Qian Liu1, Nazimah Hamid1, Ye Liu1, Rothman Kam1, Kevin Kantono1, Kelvin Wang2, Jun Lu2,3.
Abstract
Tamarillo fruit contains many phytochemicals that have beneficial therapeutic and nutritional properties. Spray-drying is widely used to preserve fruit puree in powder form. However, to obtain high-quality fruit powder, the optimisation of spray-drying conditions is necessary, as a high drying temperature can damage sensitive bioactive compounds. This study investigated the effects of spray-drying on the microstructure, polyphenolics, total flavonoids, total carotenoids, antioxidant activity, and anticancer capacity of tamarillo powder. Response surface methodology (RSM) was used to optimise the spray-drying process to produce tamarillo powder. The independent variables were inlet drying temperature (120-160 °C), flow rate (1-5 g/mL), and maltodextrin concentration (0-10%). These variables influenced the microstructural attributes, bioactive components, and cytotoxicity of the spray-dried tamarillo powder. The increase in polyphenols and antioxidant activities were favoured under high-temperature spray drying conditions and a low carrier concentration. The optimised spray-drying conditions for producing tamarillo powder with high antioxidant and anticancer activities, high yield, and stable bioactive compounds were found to be at 146.8 °C inlet temperature, and a flow rate of 1.76 g/mL.Entities:
Keywords: anticancer; antioxidant; polyphenols; response surface methodology; spray-drying; tamarillo
Mesh:
Substances:
Year: 2022 PMID: 35566037 PMCID: PMC9103875 DOI: 10.3390/molecules27092687
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.927
The tamarillo spray-drying experimental design used in this study summarising the different treatments according to the Box–Behnken design.
| Experiment No. | Std Order | Run Order | Pt Type | Blocks | Temperature (°C) | Flow (g/mL) | Carrier (%) |
|---|---|---|---|---|---|---|---|
| 1 | 1 | 1 | 2 | 1 | 110 | 1 | 5 |
| 2 | 13 | 2 | 0 | 1 | 135 | 3 | 5 |
| 3 | 7 | 3 | 2 | 1 | 110 | 3 | 10 |
| 4 | 2 | 4 | 2 | 1 | 160 | 1 | 5 |
| 5 | 12 | 5 | 2 | 1 | 135 | 5 | 10 |
| 6 | 10 | 6 | 2 | 1 | 135 | 5 | 0 |
| 7 | 9 | 7 | 2 | 1 | 135 | 1 | 0 |
| 8 | 14 | 8 | 0 | 1 | 135 | 3 | 5 |
| 9 | 5 | 9 | 2 | 1 | 110 | 3 | 0 |
| 10 | 3 | 10 | 2 | 1 | 110 | 5 | 5 |
| 11 | 8 | 11 | 2 | 1 | 160 | 3 | 10 |
| 12 | 11 | 12 | 2 | 1 | 135 | 1 | 10 |
| 13 | 4 | 13 | 2 | 1 | 160 | 5 | 5 |
| 14 | 15 | 14 | 0 | 1 | 135 | 3 | 5 |
| 15 | 6 | 15 | 2 | 1 | 160 | 3 | 0 |
Figure 1The microstructure of Tamarillo powder under different spray-drying conditions (temperature, flowrate, and carrier concentration). Powder microstructure shown in (a–m) varied with spray drying conditions summarised in the table.
Profiles of polyphenol compounds (mg/100 g DW); antioxidant activity (CUPRAC: cupric reducing antioxidant capacity (mg Trolox/g DW), FRAP: ferric reducing antioxidant power (mg TE/g DW), PM: phosphomolybdenum total antioxidant capacity (mg TE/g DW)); total phenolics, flavonoids, and carotenoids (F-C: Folin–Ciocalteu reductive capacity (mg GAE/g DW), TF: total flavonoid content (mg QEs/g DW), TCC: the total carotenoid content (mg (β-carotene)/g)); and anticancer activity (MDA-MB-231: human breast cancer cell line, MCF-7: breast cancer cell line, M-3M: skin cancer cell line) of spray-dried tamarillo powder. Values are expressed as Mean ± SD (n = 6).
| Condition | Total Phenolic Content | Antioxidant Activity | Total phenolics, Flavonoids, and Carotenoids | Anticancer Activity Activity | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Gallic Acid | Caffeic Acid | Chlorogenic Acid | Ferulic Acid | Rutin | Kaempferol rutinoside | Kaempferol | CUPRAC | FRAP | PM | F-C | TF | TCC | MDA-MB-231 | MCF-7 | M-3M | |
| 110-1-5 | 0.023 ± 0.0034 de | 0.08 ± 0.022 gh | 4.58 ± 1.0 c | 0.018 ± 0.011 def | 0.032 ± 0.008 de | 2.62 ± 0.65 defg | 0.003 ± 0.0007 e | 21.52 ± 1.11 ef | 60.49 ± 3.23 d | 13.82 ± 0.94 bcde | 28.21 ± 1.44 bcd | 8.28 ± 0.46 c | 2.27 ± 0.06 ef | 2.79 ± 1.52 a | 0.56 ± 0.16 a | 0.42 ± 0.36 b |
| 110-3-10 | 0.024 ± 0.0014 de | 0.14 ± 0.0041 h | 3.19 ± 0.13 ef | 0.009 ± 0.0032 f | 0.025 ± 0.0017 e | 1.86 ± 0.11 h | 0.004 ± 0.0006 e | 17.48 ± 0.71 g | 43.98 ± 2.77 g | 12.32 ± 1.57 cde | 17.74 ± 2.19 efg | 6.56 ± 0.09 e | 2.09 ± 0.05 fg | 4.77 ± 1.79 a | 0.63 ± 0.05 a | 0 ± 0 b |
| 110-3-0 | 0.030 ± 0.0019 cd | 0.071 ± 0.010 ef | 6.59 ± 0.36 ab | 0.022 ± 0.011 cdef | 0.046 ± 0.0032 bc | 3.38 ± 0.13 bc | 0.004 ± 0.0004 e | 31.64 ± 1.03 ab | 80.37 ± 3.53 b | 20.76 ± 0.86 a | 33.24 ± 3.40 ab | 11.83 ± 0.29 b | 3.47 ± 0.06 b | 3.28 ± 0.35 a | 0.11 ± 0.01 a | 0.49 ± 0.23 b |
| 110-5-5 | 0.025 ± 0.0039 de | 0.078 ± 0.010 h | 4.39 ± 0.34 cd | 0.014 ± 0.070 ef | 0.031 ± 0.0053 de | 2.55 ± 0.23 defg | 0.003 ± 0.0007 e | 23.76 ± 0.62 cd | 56.90 ± 1.57 d | 17.08 ± 1.54 ab | 24.76 ± 3.58 cde | 8.52 ± 0.16 c | 2.77 ± 0.05 c | 2.64 ± 0.66 a | 0.1 ± 0.01 a | 0.17 ± 0.01 b |
| 135-3-5 | 0.027 ± 0.0035 de | 0.12 ± 0.021 fg | 5.84 ± 0.82 b | 0.024 ± 0.0061 bcdef | 0.040 ± 0.0067 cd | 3.06 ± 0.49 cde | 0.004 ± 0.0015 de | 22.28 ± 0.99 de | 50.74 ± 1.43 ef | 16.27 ± 0.92 bc | 38.72 ± 2.35 a | 8.78 ± 0.47 c | 2.78 ± 0.14 c | 2.05 ± 0.27 a | 0.49 ± 0.2 a | 0.4 ± 0.15 b |
| 135-5-10 | 0.040 ± 0.035 e | 0.22 ± 0.039 bc | 3.48 ± 0.53 def | 0.028 ± 0.0059 abcdef | 0.035 ± 0.0054 de | 2.44 ± 0.37 efgh | 0.004 ± 0.0012 de | 19.38 ± 0.40 fg | 45.80 ± 1.42 fg | 10.02 ± 1.20 ef | 26.20 ± 3.21 bcd | 7.36 ± 0.38 d | 2.33 ± 0.09 de | 6.83 ± 2.04 a | 0.11 ± 0.01 a | 0.16 ± 0.14 b |
| 135-5-0 | 0.036 ± 0.0022 bc | 0.17 ± 0.0075 de | 7.11 ± 0.32 a | 0.031 ± 0.0091 abcde | 0.052 ± 0.0054 ab | 3.83 ± 0.22 ab | 0.007 ± 0.0017 cd | 29.75 ± 0.85 b | 72.72 ± 2.39 c | 15.62 ± 0.70 bc | 27.31 ± 1.34 bcd | 11.22 ± 0.20 b | 3.42 ± 0.16 b | 5.52 ± 1.31 a | 0.16 ± 0.02 a | 0.29 ± 0.05 b |
| 135-1-0 | 0.041 ± 0.0009 ab | 0.13 ± 0.0074 ef | 5.77 ± 0.37 b | 0.041 ± 0.016 abc | 0.053 ± 0.0041 ab | 4.10 ± 0.20 a | 0.008 ± 0.0008 c | 31.12 ± 1.28 ab | 76.39 ± 1.61 bc | 10.92 ± 0.55 def | 29.20 ± 2.92 bc | 11.44 ± 0.19 b | 3.38 ± 0.06 b | 3.78 ± 0.12 a | 0.18 ± 0.07 a | 0.19 ± 0.02 b |
| 135-1-10 | 0.027 ± 0.0032 de | 0.23 ± 0.033 bc | 3.28 ± 0.43 ef | 0.027 ± 0.0068 abcdef | 0.033 ± 0.0051 de | 2.24 ± 0.33 fgh | 0.024 ± 0.0041 a | 20.42 ± 0.32 ef | 43.47 ± 4.39 g | 7.79 ± 0.99 f | 21.06 ± 1.77 def | 6.79 ± 0.27 de | 2.32 ± 0.11 def | 6.82 ± 0.11 a | 0.25 ± 0.06 a | 0.26 ± 0.07 b |
| 160-1-5 | 0.045 ± 0.011 a | 0.25 ± 0.028 b | 4.51 ± 0.55 c | 0.042 ± 0.012 ab | 0.046 ± 0.006 bc | 3.11 ± 0.38 cd | 0.010 ± 0.0013 bc | 25.37 ± 1.89 c | 58.35 ± 2.47 d | 14.60 ± 0.50 bcd | 12.91 ± 0.42 gh | 8.84 ± 0.26 c | 1.95 ± 0.19 g | 7.67 ± 6.87 a | 0.48 ± 0.6 a | 0.55 ± 0.48 b |
| 160-3-10 | 0.020 ± 0.0023 e | 0.19 ± 0.031 cd | 3.01 ± 0.51 f | 0.028 ± 0.009 abedef | 0.030 ± 0.006 de | 2.06 ± 0.39 gh | 0.003 ± 0.0009 e | 19.44 ± 0.64 fg | 43.14 ± 2.04 g | 10.84 ± 1.38 def | 9.96 ± 0.64 h | 6.50 ± 0.35 e | 1.98 ± 0.17 g | 2.19 ± 0.46 a | 0.2 ± 0.03 a | 32.47 ± 55.64 ab |
| 160-5-5 | 0.021 ± 0.0006 e | 0.24 ± 0.013 b | 4.10 ± 0.28 cde | 0.035 ± 0.014 abcd | 0.039 ± 0.0033 cd | 2.82 ± 0.17 cdef | 0.003 ± 0.0005 e | 21.99 ± 2.13 ef | 55.37 ± 3.82 de | 14.76 ± 1.94 bcd | 15.40 ± 1.62 fgh | 8.98 ± 0.75 c | 2.54 ± 0.10 cd | 1.42 ± 1.29 a | 0.19 ± 0.06 a | 0.73 ± 0.17 b |
| 160-3-0 | 0.043 ± 0.0044 ab | 0.36 ± 0.019 a | 5.62 ± 0.30 b | 0.045 ± 0.011 a | 0.058 ± 0.005 a | 4.03 ± 0.20 a | 0.012 ± 0.0008 b | 32.72 ± 1.09 a | 91.05 ± 3.23 a | 21.44 ± 1.01 a | 22.15 ± 4.16 cdef | 13.23 ± 0.32 a | 4.71 ± 0.20 a | 4.86 ± 2.37 a | 0.16 ± 0.05 a | 149.79 ± 143.15 a |
a–h Data are shown as statistical significance of tamarillo phenolics (p < 0.05). CUPRAC: cupric reducing antioxidant capacity (mg Trolox/g DW), FRAP antioxidant activity: ferric reducing antioxidant power (mg TE/ g DW), F-C: Folin–Ciocalteu reductive capacity (mg GAE/g DW), PM: phosphomolybdenum total antioxidant capacity (mg TE/g DW), TF: total flavonoid content (mg QEs/g DW), TCC: the total carotenoid content (mg (β-carotene)/g) across different processing conditions.
The two-way ANOVA summarising the regression models and regression coefficients obtained for antioxidant activity (CUPRAC: cupric reducing antioxidant capacity (mg Trolox/g DW), FRAP: ferric reducing antioxidant power (mg TE/g DW), PM: phosphomolybdenum total antioxidant capacity (mg TE/g DW)); total phenolics, flavonoids, and carotenoids (F-C: Folin–Ciocalteu reductive capacity (mg GAE/g DW), TF: total flavonoid content (mg QEs/g DW), TCC: the total carotenoid content (mg (β-carotene)/g)); and anticancer activity (MDA-MB-231: human breast cancer cell line, MCF-7: breast cancer cell line, M-3M: skin cancer cell line) of spray-dried tamarillo powder.
| Regression Coefficients | Total Phenolic Content | Antioxidant Activity | Total Phenolics, Flavonoids, and Carotenoids | Anticancer Activity | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Gallic Acid | Caffeic Acid | Chlorogenic Acid | Ferulic Acid | Rutin | Kaempferol rutinoside | Kaempferol | CUPRAC | FRAP | PM | F−C | TF | TCC | MDA−MB−231 | MCF−7 | M−3M | |
|
| ||||||||||||||||
|
| −0.00737 | 0.0516 | −2.55 | −0.0042 | −0.01018 | −0.894 | −0.00952 | 30.4 | 240.2 | 69.0 | −273.3 | 10.83 | −1.86 | 70.0 | 3.66 | −1.12 |
|
| ||||||||||||||||
|
| 0.000113 * | −0.001 ** | 0.0484 | 0.000083 *** | 0.000203 * | 0.01834 * | 0.000132 | −0.077 | −2.47 | −0.969 | 4.751 ** | −0.016 | 0.058 | −1.213 * | −0.0433 * | 0.0065 * |
|
| 0.001149 * | 0.00055 | 0.056 | −0.000629 ** | 0.000161 | −0.0022 | 0.000108 | 3.54 | −3.15 | 8.24 * | 5.18 | 0.354 | 0.462 | 7.15 | −0.425 ** | 0.267 |
|
| 0.000161 ** | 0.00231 | −0.0531 ** | −0.000175 *** | −0.000218 *** | −0.0187 *** | 0.000235 | −2.52 *** | −4.09 *** | 0.716 *** | 0.12 ** | −0.437 *** | 0.058 ** | −2.88 | 0.1123 ** | 0.261 |
|
| ||||||||||||||||
|
| 0 | 0.000005 | −0.000184 * | 0 | −0.000001 | −0.000062 * | 0 | 0.000686 | 0.00966 * | 0.00380 * | −0.01886 *** | 0.000162 | −0.000158 | 0.00551 | 0.000135 | 0.000004 |
|
| 0.000063 | 0.000212 | −0.0062 | 0.000099 ** | 0.000022 | 0.00156 | 0.000068 | 0.069 | 0.250 | −0.894 ** | −1.654 ** | −0.0566 | −0.0747 | −0.276 | 0.01168 | −0.0981 ** |
|
| 0.000013 | 0.000136 | −0.00020 | 0.000011 * | 0.000014 | 0.00055 | 0.000015 | 0.1045 ** | 0.3142 * | −0.0921 * | −0.2465 * | 0.0260 | 0.01525 | −0.0523 | 0.00319 | −0.00991 * |
|
| ||||||||||||||||
|
| −0.000013 * | −.000003 | −0.0001 | −0.000001 | −0.000003 | −0.00015 | −0.000003 | −0.0316 * | 0.0031 | −0.0155 | 0.0297 | −0.00050 | 0.00045 | −0.0537 | 0.002408 * | 0.00232 |
|
| −0.000003 | −0.000022 | 0.00016 | −0.000001 | −0.000001 | −0.00008 | −0.000002 | 0.00176 | −0.0230 | −0.00432 | 0.0066 | −0.00292 | −0.00270 | 0.0237 | −0.000825 * | −0.001185 |
|
| 0.000012 | −0.000375 | 0.003 | 0.000018 | 0.00002 | 0.003 * | −0.000047 | 0.0083 | 0.150 | 0.0080 | 0.176 | 0.0197 | −0.0007 | 0.230 | −0.00373 | −0.00359 |
|
| 0.94 | 0.88 | 0.86 | 0.99 | 0.95 | 0.97 | 0.82 | 0.98 | 0.96 | 0.95 | 0.96 | 0.97 | 0.87 | 0.84 | 0.95 | 0.71 |
|
| 9.12 * | 4.33 | 3.42 | 70.57 *** | 10.14 ** | 17.98 ** | 2.46 | 34.05 ** | 16.44 *** | 10.76 ** | 13.10 ** | 20.22 ** | 3.75 | 2.86 | 10.55 ** | 4.76 |
X1: temperature (°C), X2: flow rate (g/mL), X3: carrier concentration (%). Level of significance: * p < 0.05, ** p < 0.01, *** p < 0.001. R2: coefficient of determination.
Figure A1LC-MS profile of individual polyphenol compounds of spray-dried tamarillo powder. The run is divided to different segments for different ions.
Figure A2Main effect plots for total phenolic content, antioxidant activity, and anticancer activity.
Figure 2Response surface three-dimensional plots of significant interactions for gallic acid (a), kaempferol rutinoside (b), antioxidant capacity measured by the CUPRAC method (c), and IC50 values for MCF-7 cancer cell line (d,e) as a function of the studied factors.
Figure 3Partial Least Squares Regression (PLSR) analysis to determine the relationship between bioactive compounds and antioxidant activities with anticancer activities: (a) Variable Importance in Projection (VIP) plot; (b) PLSR correlation plot.