| Literature DB >> 35558794 |
Jian Liu1,2, Wei Guo2, Minli Yang2, Lixia Liu2, Shengxiong Huang1, Liang Tao3, Feng Zhang2, Yongsheng Liu1.
Abstract
"Laba" garlic is a famous traditional garlic product, particularly popular with the people in Northern China. The processing time plays an important role on the chemical constituents of "Laba" garlic. Here, we investigated the composition of "Laba" garlic during traditional processing using a non-targeted metabolomics approach. Through using gas chromatography mass spectrometry (GC-MS) and liquid chromatography mass spectrometry (HPLC-MS/MS) with multivariate analysis, a total of 20 volatile metabolites, 16 primary metabolites and 15 phenolic compounds were identified as notable changed compounds due to the traditional processing (p < 0.05). The characteristic flavor of "Laba" garlic was formed mainly by the decreased content of organosulfur compounds and the increased content of non-organosulfur compounds. In addition, this study also proposed the metabolic pathway of primary metabolites and phenolic compounds in garlic samples during processing. Most primary metabolites including lactic acid, isocitric acid, l-leucine, l-proline, d-fructose, d-glucose and erythritol increased from day 3, and reached the maximum level at day 12, which were thought to be the foundation for the sweet and sour taste of "Laba" garlic. Although the concentration of the 15 phenolic compounds from day 3 to day 42 was notably higher than the raw garlic (0 day), the antioxidant activities showed a decreasing trend from day 0 to day 28. The correlation analysis result revealed that notable positive associations were presented between organosulfur compounds, organic acids, amino acids and antioxidant activities. Furthermore, day 12 was found to be the most suitable time to obtain the "Laba" garlic considering its colour, flavor, taste and physiological function. These results are helpful in comprehending metabolism changes and physiological function of "Laba" garlic traditional processing. This journal is © The Royal Society of Chemistry.Entities:
Year: 2018 PMID: 35558794 PMCID: PMC9092031 DOI: 10.1039/c8ra09657k
Source DB: PubMed Journal: RSC Adv ISSN: 2046-2069 Impact factor: 4.036
Fig. 1Colour of “Laba” garlic (a) and absorbance of garlic extract (b) according to different processing times (n = 3). Different letters indicate significant differences between samples (Duncan test p < 0.05).
Fig. 2Partial least-squares discriminant analysis (PLS-DA) scores and their permutation test plots (200 permutation tests) for garlic samples according to different processing times. (a) Score plot based on volatile metabolites, (b) score plot based on primary metabolites, (c) permutation test plots of PLS-DA model based on volatile metabolites, (d) permutation test plots of PLS-DA model based on primary metabolites.
Notable changed volatile metabolites identified in garlic
| No. | RT | Compound name | Targetted ion ( | MS fragment ion ( | ID | RI | VIP |
|
|---|---|---|---|---|---|---|---|---|
|
| ||||||||
| 1 | 6.26 | Sulfur dioxide | 64 | 16, 32, 48, 64 | MS/NIST | 870.25 | 1.743 | 8.626 × 10−9 |
| 2 | 6.71 | Propyl ethynyl sulfoxide | 43 | 27, 39, 43, 74 | MS/NIST | 895.36 | 1.480 | 3.080 × 10−11 |
| 3 | 6.73 |
| 74 | 39, 41, 45, 59, 74, 180 | MS/NIST | 896.20 | 1.141 | 7.111 × 10−11 |
| 4 | 8.19 | Allyl methyl sulfide | 88 | 39, 41, 45, 61, 73, 88 | STD | 966.23 | 0.899 | 2.683 × 10−6 |
| 5 | 13.51 | Diallyl sulfide | 45 | 39, 41, 45, 73, 99, 114 | STD | 1157.47 | 1.340 | 1.307 × 10−8 |
| 6 | 16.73 | 3,4-Dimethylthiophene | 111 | 39, 45, 97, 111 | MS/NIST | 1265.61 | 0.722 | 3.323 × 10−5 |
| 7 | 17.55 | Allyl methyl disulfide | 120 | 39, 41, 45, 73, 79, 88, 120 | STD | 1291.67 | 1.426 | 2.750 × 10−8 |
| 8 | 17.77 | Methyl propenyl disulfide | 73 | 41, 45, 72, 73, 87, 120 | MS/NIST | 1298.29 | 0.866 | 9.379 × 10−13 |
| 9 | 23.25 | Diallyl disulfide | 41 | 39, 41, 73, 81, 113, 146 | STD | 1499.91 | 2.296 | 7.191 × 10−8 |
| 10 | 23.35 | Diallyl tetrasulphide | 73 | 39, 41, 64, 73, 105, 146 | MS/NIST | 1504.51 | 1.499 | 4.115 × 10−14 |
| 11 | 26.01 | Allyl methyl trisulfide | 73 | 39, 41, 73, 79, 87, 105, 114, 152 | STD | 1610.54 | 1.199 | 1.576 × 10−25 |
| 12 | 29.56 | 3-Vinyl-1,2-dithiacyclohex-4-ene | 111 | 45, 71, 77, 97, 103, 111, 144 | MS/NIST | 1764.77 | 1.927 | 4.445 × 10−4 |
| 13 | 30.65 | Diallyl trisulfide | 113 | 39, 41, 45, 73, 113, 178 | STD | 1813.52 | 1.728 | 8.430 × 10−12 |
| 14 | 44.60 | 1,3-Dithiole-2-thione | 58 | 32, 44, 58, 76, 90, 134, 136 | MS/NIST | 2550.76 | 0.712 | 1.193 × 10−11 |
|
| ||||||||
| 15 | 3.92 | Propene | 41 | 41, 42, 40, 39, 27, 15 | MS/NIST | ∼ | 1.531 | 1.823 × 10−4 |
| 16 | 4.61 | Acetaldehyde | 29 | 15, 29, 43, 44 | MS/NIST | 719.62 | 0.919 | 4.204 × 10−12 |
| 17 | 21.98 | Acetic acid | 43 | 15, 43, 45, 60 | STD | 1461.68 | 2.268 | 3.438 × 10−12 |
| 18 | 24.47 | ( | 103 | 39, 51, 76, 103, 121 | MS/NIST | 1550.37 | 1.414 | 9.463 × 10−17 |
| 19 | 26.45 | Butanoic acid | 60 | 27, 41, 43, 60, 73, 88 | STD | 1630.30 | 0.812 | 6.644 × 10−17 |
| 20 | 27.71 | Benzoic acid, ethyl ester | 105 | 51, 77, 105, 122, 150 | MS/NIST | 1682.85 | 0.791 | 1.755 × 10−3 |
RT is retention time.
Compounds were selected by VIP > 0.7 and p-value < 0.05.
Identification: STD, standard compound; MS/NIST, comparing mass fragment pattern within house library and NIST.
RI is retention indices calculated with n-alkanes.
VIP (variable importance in the projection) values were determined by PLS-DA.
p-Values were analyzed by ANOVA with Duncan's test.
Fig. 3(a) Heat-map of the contents of metabolites in garlic samples according to different processing times (values are fold changes normalized by an average of all values according to different processing times, colours represent relative intensities for each compound from dark green of low intensity to dark red of high intensity), (b) contents of metabolites (organosulfur compounds, non-organosulfur compounds, organic acids, amino acids, sugars and sugar alcohols, and phenolic compounds) in garlic samples according to different processing times.
Notable changed primary metabolites identified in garlic samples during processing
| No. | RT | Compound name | Targetted ion ( | MS fragment ion ( | ID | RI | VIP |
|
|---|---|---|---|---|---|---|---|---|
| 1 | 5.717 | 1,3 Propanediol | 130 | 66, 73, 115, 130, 147 | MS/NIST | ∼ | 1.81 | 1.731 × 10−7 |
| 2 | 5.766 | Lactic acid | 117 | 73, 147, 117, 219 | STD | ∼ | 1.03 | 7.155 × 10−13 |
| 3 | 6.445 |
| 147 | 73, 116, 147, 190 | MS/NIST | ∼ | 1.17 | 2.731 × 10−18 |
| 4 | 7.272 |
| 86 | 73, 75, 86, 103, 146, 188 | STD | 1156.05 | 0.99 | 3.721 × 10−12 |
| 5 | 11.841 |
| 133 | 73, 133, 147, 189, 233, 245, 335 | STD | 1479.82 | 1.22 | 1.645 × 10−14 |
| 6 | 12.073 | Erythritol | 205 | 73, 103, 147, 205, 217, 307 | MS/NIST | 1496.48 | 0.84 | 7.708 × 10−8 |
| 7 | 12.255 |
| 75 | 43, 70, 75, 103, 172, 187 | STD | 1511.75 | 1.65 | 8.567 × 10−19 |
| 8 | 12.437 | Pentitol | 117 | 73, 103, 117, 147, 217, 307 | MS/NIST | 1527.58 | 0.90 | 5.196 × 10−9 |
| 9 | 12.95 |
| 147 | 73, 147, 186 | MS/NIST | 1570.05 | 0.83 | 6.870 × 10−15 |
| 10 | 13.446 | Glutamic acid | 128 | 73, 128, 147, 246, 348 | MS/NIST | 1610.35 | 0.82 | 3.129 × 10−6 |
| 11 | 15.267 |
| 218 | 73, 100, 147, 218, 406 | MS/NIST | 1772.14 | 0.76 | 4.151 × 10−11 |
| 12 | 15.631 | Isocitric acid | 273 | 73, 147, 273, 347, 363, 375, 465 | MS/NIST | 1804.08 | 1.39 | 2.258 × 10−21 |
| 13 | 16.161 |
| 217 | 73, 103, 147, 217, 307 | STD | 1856.49 | 1.91 | 8.379 × 10−6 |
| 14 | 16.426 |
| 205 | 73, 103, 147, 205, 320 | STD | 1881.60 | 2.35 | 4.396 × 10−15 |
| 15 | 18.313 | Myo-inositol | 217 | 73, 147, 217, 305, 318 | STD | 2074.50 | 1.12 | 2.675 × 10−12 |
| 16 | 22.864 | Sucrose | 217 | 73, 103, 217, 243, 361 | STD | 2613.75 | 1.90 | 1.067 × 10−9 |
RT is retention time.
Compounds were selected by VIP > 0.7 and p-value < 0.05.
Identification: STD, standard compound; MS/NIST, comparing mass fragment pattern within house library and NIST.
RI is retention indices calculated with n-alkanes.
VIP (variable importance in the projection) values were determined by PLS-DA.
p-Values were analyzed by ANOVA with Duncan's test.
Fig. 4The proposed metabolic pathway of primary metabolites and phenolic compounds in garlic samples during processing (0, 3, 6, 9, 12, 15, 21, 28 and 42 days). Values are fold changes normalized by an average of all values according to different processing times. Colours represent relative intensities for each compound from dark green (low intensity) to dark red (high intensity).
Notable changed phenolic compounds identified in garlic samples during processing
| No. | Name | RT | Molecular formula | Actual mass | Parent ion( | MS fragments ( |
|
|---|---|---|---|---|---|---|---|
| 1 | Protocatechuic acid | 5.33 | C7H6O4 | 154.12 | 153.00 | 109.1, 90.9 | 3.88 × 10−7 |
| 2 | (+)-Catechin | 5.77 | C15H14O6 | 290.27 | 289.00 | 122.9, 245 | 8.83 × 10−5 |
| 3 |
| 6.21 | C9H8O3 | 164.16 | 163.00 | 64.8, 118.9 | 5.96 × 10−14 |
| 4 | Caffeic acid | 6.22 | C9H8O4 | 180.16 | 179.00 | 134.9, 117 | 1.49 × 10−13 |
| 5 |
| 6.22 | C7H6O3 | 138.12 | 137.00 | 92.9, 65 | 6.93 × 10−12 |
| 6 | Vanillic acid | 6.22 | C8H8O4 | 168.15 | 167.10 | 107.9, 123.1 | 8.79 × 10−13 |
| 7 | Quercitrin | 6.66 | C21H20O11 | 448.38 | 447.10 | 254.8, 300.6 | 2.20 × 10−11 |
| 8 | Ferulic acid | 7.10 | C10H10O4 | 194.18 | 193.10 | 134, 149 | 3.51 × 10−14 |
| 9 | Sinapic acid | 7.11 | C11H12O5 | 224.21 | 222.90 | 163.9, 148.9 | 5.87 × 10−6 |
| 10 | Myricetin | 7.33 | C15H10O8 | 318.24 | 317.10 | 178.9, 150.9 | 3.99 × 10−15 |
| 11 | Resveratrol | 7.99 | C14H12O3 | 228.24 | 227.00 | 143, 184.9 | 5.84 × 10−4 |
| 12 | Quercetin | 8.00 | C15H10O7 | 302.24 | 301.20 | 150.9, 178.8 | 7.93 × 10−14 |
| 13 | Apigenin | 8.44 | C15H10O5 | 270.24 | 269.00 | 117, 151 | 8.44 × 10−16 |
| 14 | Kaempferol | 8.44 | C15H10O6 | 286.24 | 285.20 | 187, 158.5 | 4.14 × 10−8 |
| 15 | Isorhamnetin | 8.65 | C16H12O7 | 316.26 | 315.00 | 300, 150.8 | 1.69 × 10−5 |
RT is retention time.
p-Values were analyzed by ANOVA with Duncan's test.
Antioxidant activities (DPPH, ABTS and FRAP) of garlic samples during processing
| Sample | DPPH | FRAP (mM, Trolox) | ABTS (mM, Trolox) |
|---|---|---|---|
| 0 day | 0.314 ± 0.012a, | 0.141 ± 0.005a | 0.137 ± 0.001a |
| 3 day | 0.224 ± 0.003b | 0.092 ± 0.007b | 0.097 ± 0.002b |
| 6 day | 0.110 ± 0.006c | 0.063 ± 0.002c | 0.071 ± 0.001c |
| 9 day | 0.064 ± 0.008d | 0.053 ± 0.001d | 0.066 ± 0.001d |
| 12 day | 0.056 ± 0.004d | 0.055 ± 0.001df | 0.063 ± 0.001d |
| 15 day | 0.059 ± 0.005d | 0.058 ± 0.001df | 0.066 ± 0.001d |
| 21 day | 0.036 ± 0.007e | 0.042 ± 0.001e | 0.052 ± 0.001e |
| 28 day | 0.040 ± 0.007e | 0.044 ± 0.001e | 0.052 ± 0.001e |
| 42 day | 0.085 ± 0.001f | 0.059 ± 0.002f | 0.069 ± 0.002c |
Mean (n = 3) ± standard deviation.
The letters indicate significant differences determined by Duncan's multiple range tests (p < 0.05).
Correlations between metabolites and antioxidant activities of “Laba” garlica
| Compound | ABTS | FRAP | DPPH | Compound | ABTS | FRAP | DPPH |
|---|---|---|---|---|---|---|---|
| Allyl methyl sulfide | −0.78* | −0.77* | −0.84* | Pentitol | −0.79* | −0.82* | −0.79* |
| Allyl methyl disulfide | −0.57 | −0.61 | −0.52 |
| −0.9* | −0.91* | −0.86* |
| Allyl methyl trisulfide | −0.69 | −0.68 | −0.72* |
| −0.92* | −0.92* | −0.96* |
| Diallyl sulfide | −0.75* | −0.74* | −0.77* | Sucrose | 0.59 | 0.62 | 0.57 |
| Diallyl disulfide | −0.25 | −0.27 | −0.18 | 1,3-Propanediol | −0.85* | −0.84* | −0.91* |
| Diallyl trisulfide | −0.84* | −0.83* | −0.85* | Myo-inositol | 0.042 | 0.01 | 0.02 |
| Diallyl tetrasulphide | 0.92* | 0.93* | 0.88* | Protocatechuic acid | −0.43 | −0.42 | −0.43 |
| 3-Vinyl-1,2-dithiacyclohex-4-ene | 0.97* | 0.98* | 0.96* | (+)-Catechin | 0.02 | 0.02 | −0.07 |
| 3,4-Dimethylthiophene | 0.97* | 0.97* | 0.98* |
| −0.51 | −0.49 | −0.49 |
| 1,3-Dithiole-2-thione | 0.26 | 0.26 | 0.25 | Caffeic acid | −0.81* | −0.81* | −0.79* |
| Sulfur dioxide | 0.96* | 0.96* | 0.99* |
| −0.71* | −0.71* | −0.76* |
|
| 0.98* | 0.98* | 0.97* | Vanillic acid | −0.72* | −0.71* | −0.74* |
| Propyl ethynyl sulfoxide | −0.45 | −0.48 | −0.34 | Quercitrin | 0.37 | 0.36 | 0.52 |
| Methyl propenyl disulfide | −0.66 | −0.68 | −0.71* | Ferulic acid | −0.65 | −0.64 | −0.66 |
| Acetic acid | −0.85* | −0.86* | −0.85* | Sinapic acid | −0.81* | −0.79* | −0.84* |
| Butanoic acid | −0.88* | −0.88* | −0.91* | Myricetin | −0.46 | −0.46 | −0.41 |
| Benzoic acid, ethyl ester | −0.83* | −0.84* | −0.82* | Resveratrol | −0.44 | −0.42 | −0.45 |
| ( | −0.08 | −0.06 | −0.17 | Quercetin | −0.41 | −0.41 | −0.39 |
| Propene | 0.85* | 0.87* | 0.81* | Apigenin | −0.57 | −0.54 | −0.57 |
| Acetaldehyde | 0.21 | 0.19 | 0.06 | Kaempferol | −0.42 | −0.43 | −0.41 |
| Lactic acid | −0.81* | −0.79* | −0.86* | Isorhamnetin | −0.54 | −0.54 | −0.51 |
|
| 0.83* | 0.85* | 0.78* | Organosulfur compounds | 0.68* | 0.67* | 0.75* |
|
| 0.97* | 0.97* | 0.98* | Non-organosulfur compounds | −0.68* | −0.67* | −0.75* |
| Isocitric acid | −0.61 | −0.61 | −0.66 | Organic acids | 0.88* | 0.89* | 0.83* |
|
| 0.13 | 0.11 | 0.24 | Amino acids | 0.94* | 0.93* | 0.94* |
|
| −0.36 | −0.38 | −0.37 | Sugars and sugar alcohols | −0.93* | −0.91* | −0.92* |
|
| 0.13 | 0.14 | 0 | Phenolic compounds | −0.93* | −0.93* | −0.94* |
| Glutamic acid | −0.16 | −0.16 | −0.27 | DPPH | 0.98 | 0.98 | 1 |
|
| 0.97* | 0.97* | 0.98* | FRAP | 0.99 | 1 | 0.98 |
| Erythritol | −0.71* | −0.68 | −0.78* | ABTS | 1 | 1 | 0.98 |
*indicates significance at the 0.05 level (two-tailed test), numbers indicate the Pearson's correlation coefficient values (r).