| Literature DB >> 26989415 |
Bürge Aşçı1, Şule Dinç Zor1, Özlem Aksu Dönmez1.
Abstract
Box-Behnken design was applied to optimize high performance liquid chromatography (HPLC) conditions for the simultaneous determination of potassium sorbate, sodium benzoate, carmoisine, allura red, ponceau 4R, and caffeine in commercial soft drinks. The experimental variables chosen were pH (6.0-7.0), flow rate (1.0-1.4 mL/min), and mobile phase ratio (85-95% acetate buffer). Resolution values of all peak pairs were used as a response. Stationary phase was Inertsil OctaDecylSilane- (ODS-) 3V reverse phase column (250 × 4.6 mm, 5 μm) dimensions. The detection was performed at 230 nm. Optimal values were found 6.0 pH, 1.0 mL/min flow rate, and 95% mobile phase ratio for the method which was validated by calculating the linearity (r (2) > 0.9962), accuracy (recoveries ≥ 95.75%), precision (intraday variation ≤ 1.923%, interday variation ≤ 1.950%), limits of detection (LODs), and limits of quantification (LOQs) parameters. LODs and LOQs for analytes were in the range of 0.10-0.19 μg/mL and 0.33-0.63 μg/mL, respectively. The proposed method was applied successfully for the simultaneous determination of the mixtures of five food additives and caffeine in soft drinks.Entities:
Year: 2016 PMID: 26989415 PMCID: PMC4773534 DOI: 10.1155/2016/2879406
Source DB: PubMed Journal: Int J Anal Chem ISSN: 1687-8760 Impact factor: 1.885
The experimental variables and levels of BBD.
| Variable | Level | ||
|---|---|---|---|
| −1 | 0 | +1 | |
| pH ( | 6.0 | 6.5 | 7.0 |
| Flow rate ( | 1.0 | 1.2 | 1.4 |
| Mobile phase ratio ( | 85 | 90 | 95 |
Experimental design matrix and the responses for BBD.
| Run |
|
|
|
|
|---|---|---|---|---|
| 1 | 6.0 | 1.0 | 90 | 1.041 |
| 2 | 7.0 | 1.0 | 90 | 0.622 |
| 3 | 6.0 | 1.4 | 90 | 0.553 |
| 4 | 7.0 | 1.4 | 90 | 0.128 |
| 5 | 6.0 | 1.2 | 85 | 0.000 |
| 6 | 7.0 | 1.2 | 85 | 0.027 |
| 7 | 6.0 | 1.2 | 95 | 3175.373 |
| 8 | 7.0 | 1.2 | 95 | 1792.207 |
| 9 | 6.5 | 1.0 | 85 | 0.046 |
| 10 | 6.5 | 1.4 | 85 | 0.000 |
| 11 | 6.5 | 1.0 | 95 | 2487.823 |
| 12 | 6.5 | 1.4 | 95 | 1257.455 |
| 13 | 6.5 | 1.2 | 90 | 0.759 |
| 14 | 6.5 | 1.2 | 90 | 0.327 |
| 15 | 6.5 | 1.2 | 90 | 0.918 |
ANOVA results for optimization by BBD.
| Effect | SS | D.f. | MS |
|
|
|---|---|---|---|---|---|
|
| 239422 | 1 | 239422 | 1.95 | 0.2216 |
|
| 189543 | 1 | 189543 | 1.54 | 0.2694 |
|
| 9489050 | 1 | 9489050 | 77.20 | 0.0003 |
|
| 86144 | 1 | 86144 | 0.70 | 0.4407 |
|
| 0 | 1 | 0 | 0.00 | 1.0000 |
|
| 478304 | 1 | 478304 | 3.89 | 0.1056 |
|
| 86239 | 1 | 86239 | 0.70 | 0.4404 |
|
| 378422 | 1 | 378422 | 3.08 | 0.1397 |
|
| 4374670 | 1 | 4374670 | 35.59 | 0.0019 |
| Total error | 614539 | 5 | 122908 | ||
| Total (corr.) | 15999393 | 14 |
SS: sum of squares; MS: mean squares; F-ratio: MS/MSerror; P value: probability level; D.f.: degree of freedom.
R 2 = 0.961, R 2 (adjusted for D.f.) = 0.892.
Significant factor at α = 0.05.
Figure 1Analysis of the main variables in BBD.
Figure 2Response surface plots for BBD: (a) pH (A) versus flow rate (B) (mobile phase ratio: 95%); (b) pH (A) versus mobile phase ratio (C) (flow rate: 1.0 mL/min); (c) flow rate (B) versus mobile phase ratio (C) (pH: 6.0).
Figure 3Chromatogram of synthetic standard mixture containing five food additives and caffeine recorded under optimized analysis conditions (1: sodium benzoate (15 μg/mL), 2: potassium sorbate (15 μg/mL), 3: caffeine (15 μg/mL), 4: ponceau 4R (6 μg/mL), 5: allura red (6 μg/mL), and 6: carmoisine (6 μg/mL)).
The important parameters of the calibration equations for the proposed HPLC method for simultaneous determination of potassium sorbate (SOR), sodium benzoate (BEN), carmoisine (CAR), allura red (ALU), ponceau 4R (PON), and caffeine (CAF).
| Compounds | Calibration range | Regression equation |
|
|
| LOD | LOQ |
|---|---|---|---|---|---|---|---|
| SOR | 5–25 |
| 1.391 × 103 | 2.3076 × 104 | 0.9990 | 0.12 | 0.40 |
| BEN | 5–25 |
| 7.52 × 102 | 1.2469 × 104 | 0.9985 | 0.10 | 0.33 |
| CAR | 2–10 |
| 6.86 × 102 | 4.555 × 103 | 0.9992 | 0.16 | 0.53 |
| ALU | 2–10 |
| 9.22 × 102 | 1.5292 × 104 | 0.9992 | 0.11 | 0.35 |
| PON | 2–10 |
| 2.150 × 103 | 1.4264 × 104 | 0.9962 | 0.17 | 0.56 |
| CAF | 5–25 |
| 4.81 × 102 | 3.1891 × 104 | 0.9989 | 0.19 | 0.63 |
Y: peak area; X: concentration (μg/mL); S : standard deviation of the slope; S : standard deviation of the intercept.
Validation of the simultaneous determination of food additives and caffeine by developed method potassium sorbate (SOR), sodium benzoate (BEN), carmoisine (CAR), allura red (ALU), ponceau 4R (PON), and caffeine (CAF).
| Levels |
SOR ( | BEN ( | CAR ( | ALU ( | PON ( | CAF ( | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 10.0 | 15.0 | 20.0 | 10.0 | 15.0 | 20.0 | 4.0 | 6.0 | 8.0 | 4.0 | 6.0 | 8.0 | 4.0 | 6.0 | 8.0 | 10.0 | 15.0 | 20.0 | |
| Intra-assay | 9.97 | 15.22 | 19.76 | 9.70 | 15.37 | 20.18 | 4.05 | 6.17 | 7.92 | 3.90 | 6.02 | 7.86 | 3.79 | 5.72 | 7.75 | 9.96 | 15.15 | 20.28 |
| 9.80 | 15.30 | 20.01 | 10.02 | 15.09 | 20.21 | 4.15 | 6.33 | 8.01 | 3.83 | 5.97 | 7.82 | 3.89 | 5.92 | 7.91 | 9.99 | 15.50 | 20.02 | |
| 9.91 | 15.31 | 19.86 | 10.03 | 14.79 | 20.38 | 4.18 | 6.20 | 8.11 | 3.87 | 6.06 | 7.70 | 3.92 | 5.87 | 8.04 | 10.03 | 15.16 | 20.20 | |
| Mean | 9.89 | 15.28 | 19.88 | 9.92 | 15.08 | 20.26 | 4.13 | 6.23 | 8.01 | 3.87 | 6.02 | 7.79 | 3.87 | 5.84 | 7.91 | 9.99 | 15.27 | 20.16 |
| RSDa% | 0.869 | 0.321 | 0.634 | 1.895 | 1.923 | 0.533 | 1.646 | 1.364 | 1.186 | 0.904 | 0.747 | 1.060 | 1.757 | 1.781 | 1.643 | 0.350 | 0.310 | 0.689 |
| Recovery% | 98.90 | 101.87 | 99.40 | 99.20 | 100.53 | 101.30 | 103.25 | 103.83 | 100.13 | 96.75 | 100.33 | 97.83 | 96.75 | 97.33 | 98.88 | 99.90 | 101.80 | 100.80 |
|
| ||||||||||||||||||
| Interassay | 9.92 | 15.09 | 19.66 | 9.84 | 14.76 | 20.71 | 4.14 | 6.01 | 7.81 | 3.91 | 6.01 | 7.96 | 4.10 | 6.01 | 8.20 | 10.35 | 15.10 | 20.09 |
| 9.84 | 15.23 | 19.59 | 9.85 | 14.95 | 20.74 | 4.18 | 6.06 | 8.14 | 3.85 | 5.84 | 7.90 | 4.08 | 6.18 | 8.26 | 10.01 | 15.32 | 20.43 | |
| 9.77 | 15.21 | 19.69 | 9.81 | 14.79 | 20.25 | 4.05 | 6.19 | 7.96 | 3.81 | 5.86 | 8.04 | 3.83 | 6.20 | 8.24 | 10.17 | 14.88 | 20.07 | |
| 9.68 | 15.40 | 19.89 | 10.02 | 14.82 | 20.11 | 4.19 | 6.22 | 7.98 | 3.76 | 6.08 | 7.82 | 4.01 | 5.98 | 7.99 | 10.03 | 15.16 | 20.20 | |
| Mean | 9.80 | 15.23 | 19.71 | 9.88 | 14.83 | 20.45 | 4.14 | 6.12 | 7.97 | 3.83 | 5.95 | 7.93 | 4.03 | 6.09 | 8.14 | 10.14 | 15.11 | 20.20 |
| RSD% | 1.041 | 0.840 | 0.624 | 0.961 | 0.566 | 1.565 | 1.546 | 1.650 | 1.694 | 1.644 | 1.950 | 1.173 | 1.919 | 1.855 | 1.518 | 1.548 | 1.204 | 0.817 |
| Recovery% | 98.00 | 101.53 | 98.55 | 98.80 | 98.87 | 102.25 | 103.50 | 102.00 | 99.62 | 95.75 | 99.17 | 99.13 | 100.75 | 101.50 | 102.12 | 101.40 | 100.73 | 101.00 |
aRelative standard deviation, RSD (%), standard deviation/mean × 100.
Results of accuracy studies (mean value ± standard deviation, n = 5).
| Sample | Food additive | Sample concentration ( | Added ( | Found ( | Recovery (%) |
|---|---|---|---|---|---|
| Energy drink | Potassium sorbate | 10.68 | 3 | 13.70 ± 0.048 | 100.67 |
| 6 | 16.90 ± 0.057 | 103.67 | |||
| 9 | 20.00 ± 0.065 | 103.56 | |||
| Caffeine | 7.11 | 3 | 10.18 ± 0.045 | 102.33 | |
| 6 | 13.25 ± 0.054 | 102.33 | |||
| 9 | 16.61 ± 0.042 | 105.56 | |||
| Allura red | 3.26 | 1 | 4.31 ± 0.038 | 105.00 | |
| 2 | 5.34 ± 0.037 | 104.00 | |||
| 3 | 6.39 ± 0.044 | 104.33 | |||
|
| |||||
| Pomegranate juice | Potassium sorbate | 12.71 | 3 | 15.64 ± 0.059 | 97.67 |
| 6 | 18.61 ± 0.103 | 98.33 | |||
| 9 | 21.74 ± 0.166 | 100.34 | |||
| Sodium benzoate | 7.24 | 3 | 10.34 ± 0.040 | 103.60 | |
| 6 | 13.30 ± 0.054 | 101.20 | |||
| 9 | 16.45 ± 0.063 | 102.50 | |||
| Carmoisine | 1.21 | 1 | 2.25 ± 0.012 | 104.00 | |
| 2 | 3.30 ± 0.017 | 104.50 | |||
| 3 | 4.34 ± 0.022 | 104.40 | |||
| Ponceau 4R | 4.08 | 1 | 5.11 ± 0.036 | 102.66 | |
| 2 | 6.16 ± 0.039 | 104.16 | |||
| 3 | 7.15 ± 0.045 | 102.22 | |||
Analysis of soft drinks (mean value ± standard deviation, n = 5).
| Food additive | Energy drink | Pomegranate juice | Mandarin juice |
|---|---|---|---|
| Potassium sorbate | 213.62 ± 0.34 | 254.13 ± 1.24 | 246.23 ± 1.76 |
| Sodium benzoate | — | 144.71 ± 2.38 | 148.67 ± 1.99 |
| Caffeine | 142.20 ± 1.17 | — | — |
| Allura red | 65.28 ± 0.59 | — | — |
| Carmoisine | — | 24.26 ± 0.47 | — |
| Ponceau 4R | — | 81.58 ± 1.51 | — |