Chinese Journal of Chromatography ›› 2020, Vol. 38 ›› Issue (5): 572-580.DOI: 10.3724/SP.J.1123.2019.09013
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ZHANG Xiaohua(), LÜ Minming, ZHENG Jingjing, MU Shuting, LIU Panhua, CHEN Zheng
Received:
2019-09-10
Online:
2020-05-08
Published:
2020-12-10
Contact:
ZHANG Xiaohua
Supported by:
ZHANG Xiaohua, LÜ Minming, ZHENG Jingjing, MU Shuting, LIU Panhua, CHEN Zheng. Fast high-performance liquid chromatography quantification of ten phenolic acids in honey using chemometric second-order calibration method[J]. Chinese Journal of Chromatography, 2020, 38(5): 572-580.
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URL: https://www.chrom-china.com/EN/10.3724/SP.J.1123.2019.09013
No. | GA | 3, 4-DA | CHA | p-HA | CA | SA | p-CA | FA | AA | CIA |
GA: gallic acid; 3, 4-DA: 3, 4-dihydroxybenzoic acid; CHA: chlorogenic acid; p-HA: p-hydroxybenzoic acid; CA: caffeic acid; SA: syringic acid; p-CA: p-coumaric acid; FA: ferulic acid; AA: abscisic acid; CIA: cinnamic acid. C01-C06: calibration sample 1-calibration sample 6. V01-V05: validation sample 1-validation sample 5. | ||||||||||
C01 | 0.00 | 0.00 | 4.38 | 0.00 | 4.40 | 0.00 | 0.00 | 5.12 | 0.00 | 5.48 |
C02 | 2.76 | 0.44 | 3.94 | 0.44 | 3.96 | 4.32 | 0.43 | 4.61 | 0.44 | 4.93 |
C03 | 11.04 | 1.74 | 2.63 | 1.76 | 2.64 | 0.86 | 1.72 | 3.07 | 1.76 | 3.29 |
C04 | 16.56 | 2.62 | 1.75 | 2.64 | 1.76 | 1.30 | 2.58 | 2.05 | 2.64 | 2.19 |
C05 | 22.08 | 3.49 | 0.88 | 3.52 | 0.88 | 1.73 | 3.44 | 1.02 | 3.52 | 1.10 |
C06 | 27.60 | 4.36 | 0.00 | 4.40 | 0.00 | 2.16 | 4.30 | 0.00 | 4.40 | 0.00 |
V01 | 5.52 | 0.87 | 3.50 | 0.88 | 3.52 | 0.43 | 0.86 | 4.10 | 0.88 | 4.38 |
V02 | 8.28 | 1.31 | 3.07 | 1.32 | 3.08 | 3.89 | 1.29 | 3.58 | 1.32 | 3.84 |
V03 | 13.80 | 2.18 | 2.19 | 2.20 | 2.20 | 3.46 | 2.15 | 2.56 | 2.20 | 2.74 |
V04 | 19.32 | 3.05 | 1.31 | 3.08 | 1.32 | 3.02 | 3.01 | 1.54 | 3.08 | 1.64 |
V05 | 24.84 | 3.92 | 0.44 | 3.96 | 0.44 | 2.59 | 3.87 | 0.51 | 3.96 | 0.55 |
Table 1 Mass concentrations of phenolic acids in calibration samples and validation samples mg/L
No. | GA | 3, 4-DA | CHA | p-HA | CA | SA | p-CA | FA | AA | CIA |
GA: gallic acid; 3, 4-DA: 3, 4-dihydroxybenzoic acid; CHA: chlorogenic acid; p-HA: p-hydroxybenzoic acid; CA: caffeic acid; SA: syringic acid; p-CA: p-coumaric acid; FA: ferulic acid; AA: abscisic acid; CIA: cinnamic acid. C01-C06: calibration sample 1-calibration sample 6. V01-V05: validation sample 1-validation sample 5. | ||||||||||
C01 | 0.00 | 0.00 | 4.38 | 0.00 | 4.40 | 0.00 | 0.00 | 5.12 | 0.00 | 5.48 |
C02 | 2.76 | 0.44 | 3.94 | 0.44 | 3.96 | 4.32 | 0.43 | 4.61 | 0.44 | 4.93 |
C03 | 11.04 | 1.74 | 2.63 | 1.76 | 2.64 | 0.86 | 1.72 | 3.07 | 1.76 | 3.29 |
C04 | 16.56 | 2.62 | 1.75 | 2.64 | 1.76 | 1.30 | 2.58 | 2.05 | 2.64 | 2.19 |
C05 | 22.08 | 3.49 | 0.88 | 3.52 | 0.88 | 1.73 | 3.44 | 1.02 | 3.52 | 1.10 |
C06 | 27.60 | 4.36 | 0.00 | 4.40 | 0.00 | 2.16 | 4.30 | 0.00 | 4.40 | 0.00 |
V01 | 5.52 | 0.87 | 3.50 | 0.88 | 3.52 | 0.43 | 0.86 | 4.10 | 0.88 | 4.38 |
V02 | 8.28 | 1.31 | 3.07 | 1.32 | 3.08 | 3.89 | 1.29 | 3.58 | 1.32 | 3.84 |
V03 | 13.80 | 2.18 | 2.19 | 2.20 | 2.20 | 3.46 | 2.15 | 2.56 | 2.20 | 2.74 |
V04 | 19.32 | 3.05 | 1.31 | 3.08 | 1.32 | 3.02 | 3.01 | 1.54 | 3.08 | 1.64 |
V05 | 24.84 | 3.92 | 0.44 | 3.96 | 0.44 | 2.59 | 3.87 | 0.51 | 3.96 | 0.55 |
Fig. 1 Chromatograms for (a) calibration samples, (b) validation samples, and (c) a calibration sample (C04), a jujube flower honey sample (T01), and a spiked acacia honey sample (S01) at 252 nm Peak identifications: 1. gallic acid; 2.3, 4-dihydroxybenzoic acid; 3. chlorogenic acid; 4. p-hydroxybenzoic acid; 5. caffeic acid; 6. syringic acid; 7. p-coumaric acid; 8. ferulic acid; 9. abscisic acid; 10. cinnamic acid.
No. | Analyte | Linear equation | R | Average recovery/% |
y: the relative concentration values of each analyte in calibration samples; x: the nominal concentrations in calibration samples. | ||||
1 | GA | y=8.43x+2.40 | 0.9999 | 99.0 |
2 | 3, 4-DA | y=10.99x+3.20 | 0.9993 | 100.6 |
3 | CHA | y=5.77x+0.38 | 0.9993 | 99.4 |
4 | p-HA | y=11.54x+2.30 | 0.9992 | 101.0 |
5 | CA | y=3.93x+1.18 | 0.9990 | 98.4 |
6 | p-CA | y=1.55x+2.15 | 0.9998 | 97.6 |
7 | SA | y=16.68x+0.68 | 0.9982 | 101.1 |
8 | FA | y=5.02x+0.91 | 0.9987 | 98.6 |
9 | AA | y=8.12x+0.99 | 0.9998 | 99.4 |
10 | CIA | y=0.14x+0.63 | 0.9998 | 99.0 |
Table 2 Linear equation, correlation coefficient (R), and average recovery of each analyte in validation samples (n=5)
No. | Analyte | Linear equation | R | Average recovery/% |
y: the relative concentration values of each analyte in calibration samples; x: the nominal concentrations in calibration samples. | ||||
1 | GA | y=8.43x+2.40 | 0.9999 | 99.0 |
2 | 3, 4-DA | y=10.99x+3.20 | 0.9993 | 100.6 |
3 | CHA | y=5.77x+0.38 | 0.9993 | 99.4 |
4 | p-HA | y=11.54x+2.30 | 0.9992 | 101.0 |
5 | CA | y=3.93x+1.18 | 0.9990 | 98.4 |
6 | p-CA | y=1.55x+2.15 | 0.9998 | 97.6 |
7 | SA | y=16.68x+0.68 | 0.9982 | 101.1 |
8 | FA | y=5.02x+0.91 | 0.9987 | 98.6 |
9 | AA | y=8.12x+0.99 | 0.9998 | 99.4 |
10 | CIA | y=0.14x+0.63 | 0.9998 | 99.0 |
Analyte | Added/ (μg/g) | HLB | PSD | MAX | |||||
Found/(μg/g) | Recovery/% | Found/(μg/g) | Recovery/% | Found/(μg/g) | Recovery/% | ||||
GA | 3.45 | 3.53 | 102.2 | 1.92 | 55.7 | 3.52 | 102.1 | ||
3, 4-DA | 0.55 | 0.46 | 82.8 | 0.37 | 67.3 | 0.43 | 78.2 | ||
CHA | 0.55 | 0.50 | 90.6 | 0.47 | 85.5 | 0.01 | 1.8 | ||
p-HA | 0.55 | 0.50 | 90.9 | 0.46 | 83.6 | 0.46 | 83.6 | ||
CA | 0.86 | 0.61 | 70.9 | 0.61 | 70.9 | 0.62 | 72.1 | ||
SA | 0.54 | 0.44 | 81.5 | 0.37 | 68.5 | 0.36 | 66.7 | ||
p-CA | 0.84 | 0.54 | 64.3 | 0.53 | 63.1 | 0.52 | 61.9 | ||
FA | 1.00 | 0.72 | 72.0 | 0.70 | 70.0 | 0.72 | 72.0 | ||
AA | 0.55 | 0.45 | 82.6 | 0.43 | 78.2 | 0.43 | 78.2 | ||
CIA | 0.69 | 0.53 | 76.8 | 0.52 | 75.4 | 0.53 | 76.8 |
Table 3 Recoveries of the ten phenolic acids in simulated honey purified on three solid phase extraction columns (n=3)
Analyte | Added/ (μg/g) | HLB | PSD | MAX | |||||
Found/(μg/g) | Recovery/% | Found/(μg/g) | Recovery/% | Found/(μg/g) | Recovery/% | ||||
GA | 3.45 | 3.53 | 102.2 | 1.92 | 55.7 | 3.52 | 102.1 | ||
3, 4-DA | 0.55 | 0.46 | 82.8 | 0.37 | 67.3 | 0.43 | 78.2 | ||
CHA | 0.55 | 0.50 | 90.6 | 0.47 | 85.5 | 0.01 | 1.8 | ||
p-HA | 0.55 | 0.50 | 90.9 | 0.46 | 83.6 | 0.46 | 83.6 | ||
CA | 0.86 | 0.61 | 70.9 | 0.61 | 70.9 | 0.62 | 72.1 | ||
SA | 0.54 | 0.44 | 81.5 | 0.37 | 68.5 | 0.36 | 66.7 | ||
p-CA | 0.84 | 0.54 | 64.3 | 0.53 | 63.1 | 0.52 | 61.9 | ||
FA | 1.00 | 0.72 | 72.0 | 0.70 | 70.0 | 0.72 | 72.0 | ||
AA | 0.55 | 0.45 | 82.6 | 0.43 | 78.2 | 0.43 | 78.2 | ||
CIA | 0.69 | 0.53 | 76.8 | 0.52 | 75.4 | 0.53 | 76.8 |
Fig. 2 Elution time profiles of the ten analytes in jujube flower honey samples based on the HPLC-DAD-ATLD method All plots were normalized to unit length in their regions (r-1-r-8).
Fig. 3 Spectral profiles of the ten analytes in jujube flower honey samples based on the HPLC-DAD-ATLD method All plots were normalized to unit length in their regions (r-1-r-8).
Analyte | Background/ (μg/g) | Added/ (μg/g) | Found/ (μg/g) | Recovery/ % | |
-: not detected. | |||||
GA | 1.68 | 44.16 | 42.58 | 92.6 | |
3, 4-DA | 13.14 | 6.98 | 19.43 | 90.1 | |
CHA | - | 7.01 | 5.90 | 84.2 | |
p-HA | 8.72 | 7.04 | 15.32 | 93.8 | |
CA | 2.69 | 10.56 | 10.22 | 71.3 | |
SA | 1.10 | 6.91 | 6.07 | 71.9 | |
p-CA | 3.47 | 10.32 | 9.88 | 62.1 | |
FA | 1.58 | 12.29 | 9.35 | 63.2 | |
AA | 11.51 | 7.04 | 17.08 | 79.1 | |
CIA | - | 8.77 | 6.50 | 74.1 |
Table 4 Prediction results and recoveries based on the HPLC-DAD-ATLD method for the ten analytes in jujube flower honey samples (n=3)
Analyte | Background/ (μg/g) | Added/ (μg/g) | Found/ (μg/g) | Recovery/ % | |
-: not detected. | |||||
GA | 1.68 | 44.16 | 42.58 | 92.6 | |
3, 4-DA | 13.14 | 6.98 | 19.43 | 90.1 | |
CHA | - | 7.01 | 5.90 | 84.2 | |
p-HA | 8.72 | 7.04 | 15.32 | 93.8 | |
CA | 2.69 | 10.56 | 10.22 | 71.3 | |
SA | 1.10 | 6.91 | 6.07 | 71.9 | |
p-CA | 3.47 | 10.32 | 9.88 | 62.1 | |
FA | 1.58 | 12.29 | 9.35 | 63.2 | |
AA | 11.51 | 7.04 | 17.08 | 79.1 | |
CIA | - | 8.77 | 6.50 | 74.1 |
Analyte | SEN/ (mL/μg) | SEL | RMSEP/ (μg/mL) | LOD/ (μg/mL) | LOQ/ (μg/mL) |
SEN: sensitivity; SEL: selectivity; RMSEP: root mean square error of prediction; LOD: limit of detection; LOQ: limit of quantitation. | |||||
GA | 9.56 | 0.40 | 7.16 | 1.70 | 5.16 |
3, 4-DA | 22.99 | 0.31 | 0.58 | 0.19 | 0.58 |
CHA | 8.02 | 0.19 | 0.64 | 1.18 | 3.57 |
p-HA | 147.61 | 0.64 | 0.32 | 0.21 | 0.65 |
CA | 55.33 | 0.28 | 0.52 | 0.84 | 2.55 |
SA | 67.33 | 0.33 | 0.60 | 0.08 | 0.24 |
p-CA | 84.92 | 0.23 | 1.91 | 0.35 | 1.05 |
FA | 79.16 | 0.32 | 1.74 | 0.65 | 1.96 |
AA | 22.62 | 0.21 | 0.57 | 0.29 | 0.87 |
CIA | 45.58 | 0.21 | 0.93 | 0.27 | 0.83 |
Table 5 Validation parameters for each analyte based on the HPLC-DAD-ATLD method
Analyte | SEN/ (mL/μg) | SEL | RMSEP/ (μg/mL) | LOD/ (μg/mL) | LOQ/ (μg/mL) |
SEN: sensitivity; SEL: selectivity; RMSEP: root mean square error of prediction; LOD: limit of detection; LOQ: limit of quantitation. | |||||
GA | 9.56 | 0.40 | 7.16 | 1.70 | 5.16 |
3, 4-DA | 22.99 | 0.31 | 0.58 | 0.19 | 0.58 |
CHA | 8.02 | 0.19 | 0.64 | 1.18 | 3.57 |
p-HA | 147.61 | 0.64 | 0.32 | 0.21 | 0.65 |
CA | 55.33 | 0.28 | 0.52 | 0.84 | 2.55 |
SA | 67.33 | 0.33 | 0.60 | 0.08 | 0.24 |
p-CA | 84.92 | 0.23 | 1.91 | 0.35 | 1.05 |
FA | 79.16 | 0.32 | 1.74 | 0.65 | 1.96 |
AA | 22.62 | 0.21 | 0.57 | 0.29 | 0.87 |
CIA | 45.58 | 0.21 | 0.93 | 0.27 | 0.83 |
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