| Literature DB >> 31010039 |
Oana Emilia Constantin1, Kristina Kukurová2, Ľubomír Daško3, Nicoleta Stănciuc4, Zuzana Ciesarová5, Constantin Croitoru6, Gabriela Râpeanu7.
Abstract
Background: The impact of thermal treatment on acrylamide (ACR) and hydroxymethylfurfural (HMF) formation was investigated for thermally treated sea buckthorn purée.Entities:
Keywords: acrylamide; hydroxymethylfurfural; modelling design; sea buckthorn; temperature; thermally treatment; time
Mesh:
Substances:
Year: 2019 PMID: 31010039 PMCID: PMC6514760 DOI: 10.3390/molecules24081571
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
The precursor levels and antioxidative compounds in sea buckthorn berries.
| Precursors | ||||
|---|---|---|---|---|
| Hyp | ND | Met | 0.12 ± 0.00 | |
| Asp | 5.25 ± 0.02 | Tyr | ND | |
| Pro | 0.45 ± 0.02 | Ile | 0.61 ± 0.02 | |
| Asn | 194.55 ± 5.00 | Leu | 0.61 ± 0.02 | |
| Ser | 2.34 ± 0.08 | Phe | 1.50 ± 0.05 | |
| Gln | 7.44 ± 0.08 | His | 0.64 ± 0.02 | |
| Thr | 0.59 ± 0.03 | Orn | 0.23 ± 0.01 | |
| Glu | 1.43 ± 0.04 | Lys | 1.08 ± 0.03 | |
| Gly | 0.38 ± 0.02 | Arg | 5.01 ± 0.01 | |
| Ala | 5.09 ± 0.20 | Trp | 0.45 ± 0.01 | |
| Val | 0.54 ± 0.01 | |||
| 2.86 ± 1.03 | ||||
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| 66.67 ± 3.74 | ||||
| 46.1 ± 2.2 | ||||
4-trans-Hydroxyproline (Hyp), Aspartic acid (Asp), Proline (Pro), Asparagine (Asn), Serine (Ser), Glutamine (Gln), Threonine (Thr), Glutamic acid (Glu), Glycine (Gly), Alanine (Ala), Valine (Val), Methionine (Met), Tyrosine (Tyr), Isoleucine (Ile), Leucine (Leu), Phenylalanine (Phe), Histidine (His), Ornithine (Orn), Lysine (Lys), Arginine (Arg), Tryptophan (Trp). TPC is expressed as grams of gallic acid equivalents; AA is expressed as mmol Trolox equivalent/g DW. ND—Not detected.
The factors studied and uncoded and coded levels used in the RSM design.
| Factor | Name | Units | Variation Levels | |||||
|---|---|---|---|---|---|---|---|---|
| Minimum | Maximum | Coded Low (−1) | Coded High (+1) | Mean | Std. Dev. | |||
| A | Temperature | °C | 59.29 | 200.71 | 80.00 | 180.00 | 130.00 | 40.82 |
| B | Time | min | 5.86 | 34.14 | 10.00 | 30.00 | 20.00 | 8.16 |
Figure 1Sea buckthorn purée treated according to the experimental model.
Experimental data for the with responses.
| Run | Factor 1 | Factor 2 | Response 1 | Response 2 |
|---|---|---|---|---|
| A: Temperature, °C | B: Time, min | HMF, mg/kg DW | ACR, µg/kg DW | |
| 1 | 130.00 | 5.86 | 1.58 | 0.30 |
| 2 | 180.00 | 10.00 | 31.80 | 113.64 |
| 3 | 130.00 | 20.00 | 5.09 | 3.96 |
| 4 | 130.00 | 20.00 | 3.94 | 3.91 |
| 5 | 200.71 | 20.00 | 52.78 | 419.63 |
| 6 | 130.00 | 20.00 | 4.91 | 4.61 |
| 7 | 130.00 | 20.00 | 3.93 | 3.30 |
| 8 | 130.00 | 34.14 | 20.18 | 38.14 |
| 9 | 80.00 | 30.00 | 3.22 | 3.59 |
| 10 | 130.00 | 20.00 | 4.25 | 3.94 |
| 11 | 80.00 | 10.00 | 1.6 | 1.98 |
| 12 | 180.00 | 30.00 | 62.36 | 303.70 |
| 13 | 59.29 | 20.00 | 1.4 | 1.31 |
Analysis of variance for response surface quadratic model.
| Response | Source | Sum of Squares | df | Mean Square | F Value | |
|---|---|---|---|---|---|---|
|
| Model | 5116.26 | 5 | 1023.25 | 67.18 | <0.0001 |
| A | 3280.59 | 1 | 3280.59 | 215.37 | <0.0001 | |
| B | 427.55 | 1 | 427.55 | 28.07 | 0.0011 | |
| AB | 209.38 | 1 | 209.38 | 13.75 | 0.0076 | |
| A2 | 1134.95 | 1 | 1134.95 | 74.51 | <0.0001 | |
| B2 | 151.58 | 1 | 151.58 | 9.95 | 0.0160 | |
| Residual | 106.63 | 7 | 15.23 | |||
|
| 105.44 | 3 | 35.15 | 118.31 | 0.0002 | |
|
| 1.19 | 4 | 0.30 | |||
| Cor Total | 5222.88 | 12 | ||||
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| Model | 2.136E + 005 | 5 | 42721.52 | 45.34 | <0.0001 |
| A | 1.258E+005 | 1 | 1.258E+005 | 133.57 | <0.0001 | |
| B | 7514.39 | 1 | 7514.39 | 7.98 | 0.0256 | |
| AB | 8878.35 | 1 | 8878.35 | 9.42 | 0.0181 | |
| A2 | 70940.47 | 1 | 70940.47 | 75.30 | <0.0001 | |
| B2 | 199.76 | 1 | 199.76 | 0.21 | 0.6592 | |
| Residual | 6595.08 | 7 | 942.15 | |||
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| 6594.22 | 3 | 2198.07 | 10226.93 | <0.0001 | |
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| 0.86 | 4 | 0.21 | |||
| Cor Total | 2.202E + 005 | 12 | ||||
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Figure 2Response surfaces (right) and contour graphs (left) for defining the time and temperature correlative effects on the HMF (a) and ACR (b) formation.
The β coefficients and the final equation in terms of coded factors for the model chosen.
| Factors | β Coefficients | |
|---|---|---|
| HMF (R1) | ACR (R2) | |
| A | 4.42 | 3.94 |
| B | 20.25 | 125.42 |
| AB | 7.31 | 30.65 |
| A2 | 7.23 | 47.11 |
| B2 | 12.77 | 100.98 |
|
| R1 = +4.42 + 20.25·A + 7.31·B + 7.23·A·B + 12.77·A2 + 4.67·B2 | R2 = +3.94 + 125.42·A + 30.65·B + 47.11·A·B + 100.98·A2 + 5.36·B2 |
R1-Response 1; R2-Response 2.
Figure 3Predicted versus actual values for HMF (a) and ACR (b) content of sea buckthorn.
Figure 4Chart of individual desirability functions. (a)—desirability chart; (b)—desirability solution; AA—temperature; BB—time; R1—HMF; R2—ACR.