| Literature DB >> 29086827 |
Somayeh Gholivand1, Ola Lasekan2, Chin Ping Tan1, Faridah Abas3, Leong Sze Wei4.
Abstract
BACKGROUND: Developing an efficient lipophilization reaction system for phenolic derivatives could enhance their applications in food processing. Low solubility of phenolic acids reduces the efficiency of phenolic derivatives in most benign enzyme solvents. The conversion of phenolic acids through esterification alters their solubility and enhances their use as food antioxidant additives as well as their application in cosmetics.Entities:
Keywords: Candida antartica lipase (Novozyme 435); Enzymatic esterification; Hexyl dihydrocaffeate; Ionic liquid; Response surface methodology (RSM)
Year: 2017 PMID: 29086827 PMCID: PMC5446354 DOI: 10.1186/s13065-017-0276-2
Source DB: PubMed Journal: Chem Cent J ISSN: 1752-153X Impact factor: 4.215
Fig. 1Esterification of DHCA in 1–3 days by varying molar ratio of dihydrocaffeic acid to hexanol: solution 1 (1:2), solution 2 (1:4), solution 3 (1:8) and solution 4 (1:16) keeping all other parameters constant [at temperature 55 °C and 250 rpm in ionic liquid (1-butyl-3 methylimidazolium)bis (trifluoromethylsulfonyl) imide]
ANOVA and regression coefficient of the first and second degree polynomial regression model
| Sl. no. | Terms | P valuea | F ratio | Regression coefficient | Response |
|---|---|---|---|---|---|
| 1 | Constant | – | β0 | −300.110 | |
| 2 | X1 | 0.000 | 29.06 | β1 | 18.654 |
| 3 | X2 | 0.007 | 9.84 | β2 | 3.831 |
| 4 | X3 | 0.002 | 14.65 | β3 | 1.182 |
| 5 | X4 | 0.000 | 22.91 | β4 | 8.425 |
| 6 |
| 0.000 | 83.20 | β12 | −1.409 |
| 7 |
| 0.007 | 9.64 | β22 | −0.052 |
| 8 |
| 0.002 | 14.56 | β32 | −0.011 |
| 9 |
| 0.001 | 15.01 | β42 | −0.065 |
| 10 | X1X2 | 0.000 | 24.52 | β12 | 0.249 |
| 11 | X1X3 | 0.015 | 7.63 | β13 | 0.058 |
| 12 | X1X4 | 0.003 | 13.12 | β14 | −0.182 |
| 13 | X2X4 | 0.036 | 5.34 | β24 | −0.038 |
| R2 | 0.95 | ||||
| R2 (adj) | 0.91 | ||||
| (p value) | 0.000a | ||||
| (F value) | 51.26 |
Concentration of hexanol (×10−4 mM) X1, enzyme amount (%) X2, reaction time (h) X3 and reaction temperature X4
aSignificant (p < 0.05)
Fig. 2Three-dimensional response surface plots (a–d) of the conversion of dihydrocaffeic acid to hexyl dihydrocaffeate
Fig. 3Numerical response optimizer
Central composite design: factor (Xi), response variable (Y) and residual
| Run | Concentration of hexanola (mM × 10−4) | Enzyme amountb (%) | Reaction time (h) | Reaction temperature (°C) | Conversion (%) | Predicted (%) | Residual |
|---|---|---|---|---|---|---|---|
| X1 | X2 | X3 | X4 | Y | Y0 | Y − Y0 | |
| 12c | 5.5 (0) | 25.0 (0) | 48.0 (0) | 50.0 (0) | 65.131 | 62.222 | 2.909 |
| 11 | 8.8 (+1) | 35.0 (+1) | 24.0 (−1) | 60.0 (+1) | 25.054 | 28.459 | −3.404 |
| 4 | 2.2 (−1) | 15.0 (−1) | 24.0 (−1) | 60.0 (+1) | 17.151 | 23.714 | −6.563 |
| 23 | 2.2 (−1) | 15.0 (−1) | 72.0 (+1) | 40.0 (−1) | 12.597 | 16.561 | −3.964 |
| 5 | 2.2 (−1) | 35.0 (+1) | 24.0 (−1) | 40.0 (−1) | 18.375 | 9.751 | 8.623 |
| 26 | 8.8 (+1) | 15.0 (−1) | 72.0 (+1) | 60.0 (+1) | 29.213 | 36.068 | −6.855 |
| 3 | 8.8 (+1) | 35.0 (+1) | 72.0 (+1) | 40.0 (−1) | 81.140 | 78.966 | 2.174 |
| 14c | 5.5 (0) | 25.0 (0) | 48.0 (0) | 50.0 (0) | 64.554 | 62.222 | 2.332 |
| 1 | 2.2 (−1) | 35.0 (+1) | 72.0 (+1) | 60.0 (+1) | 19.431 | 24.580 | −5.149 |
| 19 | 8.8 (+1) | 15.0 (−1) | 24.0 (−1) | 40.0 (−1) | 21.519 | 11.621 | 9.897 |
| 6 | 5.5 (0) | 25.0 (0) | 8.0 (−1.66) | 50.0 (0) | 17.720 | 25.369 | −7.649 |
| 25 | 11.0 (1.66) | 25.0 (0) | 48.0 (0) | 50.0 (0) | 35.044 | 34.562 | 0.482 |
| 13c | 5.5 (0) | 25.0 (0) | 48.0 (0) | 50.0 (0) | 62.571 | 60.415 | 2.156 |
| 28c | 5 (0) | 25.0 (0) | 48.0 (0) | 50.0 (0) | 60.401 | 60.415 | −0.014 |
| 22 | 5.5 (0) | 8.3 (−1.66) | 48.0 (0) | 50.0 (0) | 35.341 | 34.698 | 0.643 |
| 7 | 5.5 (0) | 25.0 (0) | 87.9 (1.66) | 50.0 (0) | 66.911 | 59.798 | 7.113 |
| 20 | 5.5 (0) | 41.6 (1.66) | 48.0 (0) | 50.0 (0) | 55.932 | 57.111 | −1.179 |
| 15 | 5.5 (0) | 25.0 (0) | 48.0 (0) | 66.6 (1.66) | 45.865 | 41.460 | 4.405 |
| 27 | 0.0 (−1.66) | 25.0 (0) | 48.0 (0) | 50.0 (0) | 0.000 | 1.018 | −1.018 |
| 9 | 5.5 (0) | 25.0 (0) | 48.0 (0) | 33.3 (−1.66) | 38.220 | 43.160 | −4.94 |
| 30 | 2.2 (−1) | 35.0 (+1) | 24.0 (−1) | 60.0 (+1) | 21.574 | 20.005 | 1.569 |
| 2 | 8.8 (+1) | 15.0 (−1) | 72.0 (+1) | 40.0 (−1) | 42.416 | 48.361 | −5.945 |
| 18 | 8.8 (+1) | 35.0 (+1) | 72.0 (+1) | 60.0 (+1) | 69.420 | 65.198 | 4.222 |
| 10 | 8.8 (+1) | 15.0 (−1) | 24.0 (−1) | 60.0 (+1) | 15.065 | 13.174 | 1.891 |
| 29c | 5.5 (0) | 25.0 (0) | 48.0 (0) | 50.0 (0) | 66.363 | 69.144 | −2.781 |
| 16 | 2.2 (−1) | 35.0 (+1) | 72.0 (+1) | 40.0 (−1) | 24.885 | 28.172 | −3.287 |
| 8 | 2.2 (−1) | 15.0 (−1) | 24.0 (−1) | 40.0 (−1) | 15.505 | 11.986 | 3.519 |
| 24 | 2.2 (−1) | 15.0 (−1) | 72.0 (+1) | 60.0 (+1) | 49.382 | 42.135 | 7.247 |
| 17 | 8.8 (+1) | 35.0 (+1) | 24.0 (−1) | 40.0 (−1) | 53.586 | 56.072 | −2.486 |
| 21c | 5.5 (0) | 25.0 (0) | 48.0 (0) | 50.0 (0) | 65.196 | 69.144 | −3.948 |
aSubstrate molar ratio was selected correspondingly to 0.5 − 2(2.2–8.8 × 10−4 mM) hexanol to dihydrocaffeic acid (4.4 × 10−4 mM)
b15–35% relative to the total weight of substrates
c Center point
Representative FTIR spectra (cm−1) of dihydrocaffeic acid ester
| Frequency range (cm−1) | Frequency (cm−1) | Functional groups | ||
|---|---|---|---|---|
| DHCAa | Hexyl dihydrocaffeate | |||
| 3500–3200 | 3338 | 3502b, 3386 | O–H stretching | |
| 3000–2850 | 2925–2869 | 2917–2856 | C–H stretching | |
| 1760–1690 | 1668 | 1705 | C=O stretching | |
| 1600–1400 | 1525–1441 | 1608–1534 | C=C stretching | |
| 1320–1000 | 1207–1286 | 1192–1261 | C–O stretching | |
| 700 ± 20 | – | – | 728 | Long chain (C–H) |
aDihydrocaffeic acid
bH-bond lattice
Fig. 4NMR spectrum of hexyl dihydrocaffeate
Levels of independent variables established according to central composite design for enzymatic esterification of hexyl dihydrocaffeate condition level (coded and, un coded)
| Independent variable | Independent variable level | ||||
|---|---|---|---|---|---|
| Low (−1) | Medium (0) | High (+1) | Axial (−1.66) | Axial (+1.66) | |
| Reaction timea | 24 | 48 | 72 | 8.0 | 88.0 |
| Reaction Tempb | 40 | 50 | 60 | 33.3 | 66.7 |
| Conc. of hexanolc | 2.2 | 5.5 | 8.8 | 0.0 | 11.0 |
| Enzyme amountd | 15 | 25 | 35 | 8.3 | 41.6 |
aReaction time (h)
bReaction temperature (°C)
cConcentration of hexanol (substrate molar ratio was selected correspondingly to 0.5 − 2((2.2–8.8) × 10−4 mM) of hexanol to dihydrocaffeic acid (4.4 × 10−4 mM)
d15–35% relative to the total weight of substrates