| Literature DB >> 28911582 |
Mustafa Yılmazer1, Sermin Göksu Karagöz2, Gulcan Ozkan3, Erkan Karacabey3.
Abstract
The aroma profile of aromatized olive oil was determined in this study. The primary objective was to investigate the transition of major aroma compounds from rosemary and olive fruit during the kneading step of olive oil production by response surface methodology. For this purpose, temperature, time, and amount of rosemary leaves were determined as independent variables. The results indicated that temperature and time did not affect the transition of target compounds, but rosemary leaves addition had a strong influence on transition, especially for characteristic aroma compounds of this herb. Adequacies of developed models were found to be high enough to predict each aromatic component of interest.Entities:
Keywords: aromatized olive oil; response surface methodology; rosemary
Mesh:
Substances:
Year: 2016 PMID: 28911582 PMCID: PMC9339565 DOI: 10.1016/j.jfda.2015.11.002
Source DB: PubMed Journal: J Food Drug Anal Impact factor: 6.157
Three-factor, five-level central composite design used for response surface methodology and corresponding percent areas of characteristic aroma compounds in olive oil.
| Run order | Factor 1, | Factor 2, | Factor 3, | Characteristic aroma compounds in olive oil (%) | |
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| Temperature (°C) | Time (minutes) | Rosemary concentration (%) | Hexanal | (E)-2-Hexenal | |
| 1 | 45 (1.68) | 50 (0) | 1.000 (0) | 4.65 | 9.06 |
| 2 | 29 (−1) | 30 (−1) | 0.405 (−1) | 7.32 | 16.82 |
| 3 | 29 (−1) | 30 (−1) | 1.595 (1) | 3.96 | 6.63 |
| 4 | 35 (0) | 83.6 (1.68) | 1.000 (0) | 4.40 | 9.64 |
| 5 | 41 (1) | 70 (1) | 1.595 (1) | 4.87 | 6.96 |
| 6 | 35 (0) | 50 (0) | 0.000 (−1.68) | 27.85 | 45.35 |
| 7 | 29 (−1) | 70 (1) | 0.405 (−1) | 9.02 | 20.28 |
| 8 | 35 (0) | 50 (0) | 1.000 (0) | 6.01 | 6.46 |
| 9 | 35 (0) | 50 (0) | 1.000 (0) | 4.85 | 8.26 |
| 10 | 29 (−1) | 70 (1) | 1.595 (1) | 4.25 | 7.42 |
| 11 | 41 (1) | 30 (−1) | 1.595 (1) | 5.18 | 7.83 |
| 12 | 25 (−1.68) | 50 (0) | 1.000 (0) | 7.08 | 10.71 |
| 13 | 35 (0) | 50 (0) | 1.000 (0) | 5.16 | 8.73 |
| 14 | 41 (1) | 70 (1) | 0.405 (−1) | 8.88 | 18.96 |
| 15 | 35 (0) | 50 (0) | 2 (1.68) | 3.85 | 5.74 |
| 16 | 35 (0) | 16.4 (−1.68) | 1.000 (0) | 5.67 | 11.28 |
| 17 | 35 (0) | 50 (0) | 1.000 (0) | 3.40 | 9.88 |
| 18 | 41 (1) | 30 (−1) | 0.405 (−1) | 10.52 | 17.05 |
Randomized.
Area (real value × 10−6) of major aroma compounds of rosemary detected in aromatized olive oil.
| Run order | α-Pinene | Myrcene | Limonene | Camphor | 1,8-Cineole | Camphene | |
|---|---|---|---|---|---|---|---|
| 1 | 3.434 | 17.083 | 1.656 | 4.826 | 5.540 | 5.485 | 1.916 |
| 2 | 1.415 | 6.341 | 1.265 | 2.150 | 3.392 | 2.763 | 0.750 |
| 3 | 3.498 | 31.743 | 3.529 | 9.996 | 6.750 | 8.461 | 1.908 |
| 4 | 2.485 | 22.250 | 2.410 | 6.642 | 5.332 | 6.303 | 1.318 |
| 5 | 2.812 | 34.470 | 3.512 | 11.181 | 7.136 | 9.127 | 1.537 |
| 6 | 0.082 | 0.131 | 0.101 | 0.091 | 0.132 | 0.090 | 0.000 |
| 7 | 1.522 | 8.390 | 0.601 | 2.156 | 3.065 | 2.352 | 0.793 |
| 8 | 1.744 | 18.830 | 1.524 | 5.751 | 4.783 | 4.217 | 0.933 |
| 9 | 2.126 | 25.417 | 2.055 | 7.982 | 5.136 | 4.790 | 1.133 |
| 10 | 2.430 | 42.624 | 3.687 | 13.240 | 6.410 | 5.937 | 1.317 |
| 11 | 2.322 | 41.354 | 3.088 | 13.533 | 6.667 | 5.920 | 1.286 |
| 12 | 1.906 | 23.971 | 1.879 | 7.657 | 4.825 | 4.487 | 1.025 |
| 13 | 1.924 | 26.478 | 2.010 | 8.519 | 4.943 | 4.745 | 1.001 |
| 14 | 1.371 | 12.479 | 0.952 | 3.922 | 3.272 | 2.871 | 0.690 |
| 15 | 2.460 | 51.703 | 3.879 | 17.380 | 7.593 | 5.744 | 1.343 |
| 16 | 1.825 | 23.657 | 1.817 | 8.004 | 4.942 | 4.488 | 0.944 |
| 17 | 1.502 | 23.666 | 1.815 | 8.154 | 4.745 | 4.153 | 0.804 |
| 18 | 1.271 | 10.136 | 0.778 | 3.233 | 3.057 | 2.591 | 0.638 |
Randomized.
Fig. 1Change in percent area of major characteristic aroma compounds in olive oil for each trial.
Regression coefficients of predicted models for the investigated responses of virgin olive oil aromatized by rosemary.
| Variable | Coefficient | ||||||
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| α-Pinene | Myrcene | Limonene | Camphor | 1,8-Cineole | Camphene | ||
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| 1,822,151 | 23,578,502 | 1,839,406 | 7,600,796 | 4,888,310 | 4,445,382 | 967,013 |
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| 179,308 | −263,267 | −138,068 | −48,019 | 209,631 | 326,953 | 106,625 |
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| 90,812 | 742,167 | 133,859 | −86,470 | 82,915 | 443,654 | 47,131 |
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| 1,166,997 | 24,567,441 | 2,040,131 | 8,070,846 | 3,289,907 | 3,493,213 | 669,096 |
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| 865,161 | −2,848,475 | 49,517 | −1,352,828 | 436,852 | 864,207 | 511,149 |
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| 349,711 | −425,029 | 394,039 | −271,429 | 388,776 | 1,269,094 | 171,391 |
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| −534,355 | 2,538,187 | 269,714 | 1,141,401 | −885,807 | −1,210,053 | −288,304 |
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| 543,049 | −6,114,938 | 386,261 | −1,719,495 | 472,831 | 2,247,731 | 297,578 |
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| −174,471 | −2,250,365 | −168,207 | −480,169 | 269,814 | 105,536 | −65,483 |
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| −277,105 | −139,412 | 378,142 | 69,227 | 84,970 | 286,984 | −153,586 |
| Model |
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| Linear |
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| Quadratic |
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| Cross product |
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| 0.83 | 0.96 | 0.98 | 0.95 | 0.98 | 0.91 | 0.84 |
| Lack-of-fit | 0.116 | 0.385 | 0.464 | 0.346 | 0.082 | 0.036 | 0.090 |
Significant at p ≤ 0.001.
Not significant (p > 0.05).
Significant at p ≤ 0.05.
Significant at p ≤ 0.01.
Polynomial model , where β0 is the constant coefficient, β is the linear coefficient (main effect), β is the quadratic coefficient, and β is the two factors interaction coefficient.
Fig. 2Change in area of α-pinene in the aroma profile of aromatized olive oil under effects of rosemary concentration (RC, %) and temperature (°C). Time was kept constant (50 minutes).