| Literature DB >> 35563975 |
Ri-Si Wang1, Pan-Hao Dong1, Xi-Xiang Shuai1, Ming-Shun Chen1.
Abstract
This study evaluated thirteen different black mulberry fruits (Morus nigra L.) grown in the Guangdong region in order to select the best cultivar for health benefits and commercial applications. The phenolic compounds were identified and quantified using UPLC-ESI-MS/MS. The antioxidant activity was evaluated by three in vitro methods. Significant differences among samples were found regarding total soluble solids (6.20-15.83 °Brix), titratable acidity (5.82-48.49 mg CA/g), total phenolic contents (10.82-27.29 mg GAE/g), total flavonoid contents (1.21-2.86 mg RE/g) and total anthocyanin contents (2.91-11.86 mg CE/g). Fifty-five different phenolic compounds were identified, of which fifteen were reported in mulberry for the first time, but only forty-six of them were quantitated. The DPPH radical scavenging activity, ABTS radical scavenging activity and ferric ion-reducing antioxidant power varied significantly among the samples. Overall, cultivars with better combinations of phenolic compounds and antioxidant activity were Qiong46 (M-2), Yuebanguo (M-4) and Heizhenzhu (M-10), which were recommended for commercial cultivation.Entities:
Keywords: antioxidant activity; cultivar; mulberry fruit; phenolic compounds
Year: 2022 PMID: 35563975 PMCID: PMC9106001 DOI: 10.3390/foods11091252
Source DB: PubMed Journal: Foods ISSN: 2304-8158
The total soluble solids (TSS), the titratable acidity (TA), total phenolic contents (TPC), total flavonoid contents (TFC) and total anthocyanin contents (TAC) of mulberry samples.
| Cultivar | TSS (°Brix) | TA (g CA/kg FW) | TPC (mg GAE/g DW) | TFC (mg RE/g DW) | TAC (mg CE/g DW) |
|---|---|---|---|---|---|
| M-1 (Yichuanhong) | 13.60 ± 0.49 b | 10.05 ± 0.29 g | 18.74 ± 0.31 g | 1.99 ± 0.03 e | 8.33 ± 0.05 e |
| M-2 (Qiong46) | 12.30 ± 0.57 cd | 26.82 ± 0.58 c | 26.10 ± 0.06 b | 2.80 ± 0.02 ab | 11.86 ± 0.08 a |
| M-3 (Guosang8632) | 13.62 ± 0.05 b | 5.82 ± 0.41 i | 10.82 ± 0.26 j | 1.21 ± 0.07 h | 2.91 ± 0.05 j |
| M-4 (Yuebanguo) | 8.13 ± 0.61 e | 7.19 ± 0.14 i | 25.18 ± 0.17 c | 2.75 ± 0.01 b | 8.53 ± 0.14 d |
| M-5 (Yueshen28) | 13.07 ± 0.19 bc | 15.99 ± 0.73 e | 11.91 ± 0.20 j | 1.54 ± 0.03 g | 5.24 ± 0.02 j |
| M-6 (Yueshen74) | 12.90 ± 0.37 bc | 13.03 ± 0.21 f | 24.14 ± 0.56 d | 2.86 ± 0.08 a | 7.52 ± 0.04 g |
| M-7 (Da10) | 11.50 ± 0.25 d | 13.16 ± 0.52 f | 23.66 ± 0.45 d | 2.58 ± 0.07 c | 9.44 ± 0.05 c |
| M-8 (Jinqaing63) | 14.13 ± 0.46 b | 48.49 ± 1.43 a | 22.76 ± 0.13 e | 2.23 ± 0.03 d | 8.46 ± 0.05 de |
| M-9 (Yunguo1) | 12.27 ± 0.53 cd | 9.59 ± 0.91 g | 17.13 ± 0.55 i | 1.59 ± 0.01 g | 5.82 ± 0.11 h |
| M-10 (Heizhenzhu) | 6.20 ± 0.45 f | 34.79 ± 0.22 b | 27.29 ± 0.16 a | 2.75 ± 0.04 b | 11.15 ± 0.06 b |
| M-11 (Xuanguo1) | 11.17 ± 0.54 d | 47.39 ± 0.58 a | 17.42 ± 0.41 h | 1.87 ± 0.04 f | 5.75 ± 0.15 hi |
| M-12 (Guiyou12) | 15.83 ± 0.52 a | 21.97 ± 0.07 d | 18.17 ± 0.33 g | 1.83 ± 0.06 f | 5.59 ± 0.13 i |
| M-13 (Shansang) | 14.12 ± 0.46 d | 8.44 ± 0.15 gh | 20.79 ± 0.07 f | 2.18 ± 0.03 d | 7.82 ± 0.05 f |
The results are expressed as mean ± standard deviation (n = 3). Values in the same column with different letters are significant differences (p < 0.05). CA, citric acid; FW, fresh weight; GAE, gallic acid equivalents; DW, dry weight; RE, rutin equivalents; CE, cyanidin-3-O-glucoside equivalents.
Identification of phenolic compounds in the different mulberry samples.
| Peak No. | Compound Name | RT (min) | Formula | [M + H]+/[M − H]−
| MS2 ( |
|---|---|---|---|---|---|
| 1 | Gallic acid | 4.55 | C7H6O5 | [−]/169.0136 | 125, 124, 97 |
| 2 | Protocatechuic acid | 7.96 | C7H6O4 | [−]/153.0197 | 109, 108, 91 |
| 3 | Cyanidin-3,5-diglucoside | 9.60 | C27H31O16 | [+]/611.1301 | 449, 287 |
| 4 | Protocatechuicaldehydea | 9.61 | C7H6O3 | [−]/137.0237 | 107 |
| 5 | p-Hydroxybenzoic acid | 9.89 | C7H6O3 | [−]/137.0254 | 93 |
| 6 | Aesculin | 9.98 | C15H16O9 | [−]/339.0794 | 177, 133 |
| 7 | Procyanidin B1 | 10.07 | C30H26O12 | [−]/577.1345 | 425, 407, 289 |
| 8 | Procyanidin B3 | 10.44 | C30H26O12 | [−]/577.1364 | 425, 407, 289 |
| 9 | Catechin | 10.78 | C15H14O6 | [−]/289.0790 | 245, 205, 179, 153 |
| 10 | Chlorogenic acid | 10.98 | C16H18O9 | [−]/353.0866 | 191, 179, 173 |
| 11 | Cryptochlorogenic acid | 11.31 | C16H18O9 | [−]/353.0877 | 191, 179, 135 |
| 12 | Aesculetin a | 11.39 | C9H6O4 | [−]/177.0266 | 133 |
| 13 | Vanillic acid | 11.42 | C8H8O4 | [−]/167.0360 | 167, 108 |
| 14 | Caffeic acid | 11.53 | C9H8O4 | [−]/179.0343 | 135, 107 |
| 15 | Fraxin a | 11.92 | C16H18O10 | [−]/369.0820 | 206, 160, 112 |
| 16 | Syringic acid | 12.29 | C9H10O5 | [−]/197.0528 | 182, 167, 153, 138, 123 |
| 17 | Pelargonidin-3- | 12.46 | C21H21O10 | [+]/432.9823 | 271 |
| 18 | Epicatechin | 12.63 | C15H14O6 | [−]/289.0790 | 245 |
| 19 | Dihydromyricetin a | 12.73 | C15H12O8 | [−]/319.0532 | 193 |
| 20 | 1,5-Dicaffeoylquinic acid | 13.12 | C25H24O12 | [−]/515.1428 | 353, 191, 179 |
| 21 | Vanillina | 13.46 | C8H8O3 | [−]/151.0473 | 136, 123, 108 |
| 22 | Perillyl alcohol a | 13.49 | C10H16O | [−]/151.1122 | 135 |
| 23 | P-Hydroxycinnamic acid | 13.90 | C7H6O3 | [−]/137.0254 | 93 |
| 24 | Umbelliferone a | 14.53 | C9H6O3 | [+]/162.0316 | 107 |
| 25 | Ferulic acid | 15.26 | C10H10O4 | [−]/193.0500 | 149, 178, 134 |
| 26 | trans-Piceid | 15.31 | C20H22O8 | [−]/389.1235 | 227 |
| 27 | Sinapic acid a | 15.45 | C11H12O | [−]/223.0605 | 179 |
| 28 | Ellagic acid | 15.53 | C14H6O8 | [−]/300.9983 | 283, 257, 229, 185 |
| 29 | Rutin | 15.54 | C27H30O16 | [−]/609.1485 | 301, 300 |
| 30 | Delphinidin-3- | 15.74 | C21H21O12 | [+]/465.1033 | 303 |
| 31 | Taxifolin | 15.81 | C15H12O7 | [−]/303.0583 | 285, 177, 125 |
| 32 | Quercetin-3- | 15.87 | C21H20O12 | [−]/463.0910 | 301, 300 |
| 33 | Pelargonidin | 16.09 | C15H11O5 | [+]/271.5795 | 197, 121 |
| 34 | Piceatannol | 16.48 | C14H12O4 | [−]/243.0735 | 159 |
| 35 | Cyanidin-3- | 16.88 | C27H31O15 | [+]/595.1351 | 287 |
| 36 | Kaempferol-3- | 16.89 | C27H30O15 | [−]/593.1532 | 327, 285, 284 |
| 37 | Coniferaldehyde a | 17.00 | C10H10O3 | [+]/179.0708 | 147 |
| 38 | Salicylic acid a | 17.06 | C7H6O3 | [−]/137.0237 | 93 |
| 39 | Narcissin a | 17.22 | C28H32O16 | [−]/623.1690 | 315 |
| 40 | Astragalin | 17.33 | C21H20O11 | [−]/447.0926 | 285, 284 |
| 41 | Prunin a | 17.55 | C21H22O10 | [−]/433.1133 | 271 |
| 42 | Isorhamnetin-3- | 17.69 | C22H22O12 | [−]/477.1032 | 315, 300 |
| 43 | Hesperidin a | 17.95 | C28H34O15 | [−]/609.1818 | 301, 125 |
| 44 | Aromadendrin a | 17.99 | C15H12O6 | [−]/287.0633 | 259, 243 |
| 45 | Phlorizin | 18.58 | C21H24O10 | [−]/435.1290 | 273 |
| 46 | Resveratrol | 19.10 | C14H12O3 | [−]/227.0786 | 185 |
| 47 | Trilobatin a | 19.79 | C21H24O10 | [−]/435.1290 | 273 |
| 48 | Eriodictyol | 20.64 | C15H12O6 | [−]/287.0633 | 287, 151 |
| 49 | trans-Cinnamic acid | 21.15 | C9H8O2 | [−]/147.0524 | 119, 103 |
| 50 | Quercetin | 21.22 | C15H10O7 | [−]/301.0360 | 273, 257, 178, 151 |
| 51 | Luteolin | 21.27 | C15H10O6 | [−]/285.0477 | 241, 175, 217, 199 |
| 52 | Morin | 21.28 | C15H10O7 | [−]/301.0426 | 271, 257, 193, 178 |
| 53 | Butein a | 23.10 | C15H12O5 | [−]/271.0684 | 135 |
| 54 | Phloretin | 23.56 | C15H14O5 | [−]/273.0841 | 167 |
| 55 | Kaempferol | 24.12 | C15H10O6 | [−]/284.0322 | 285, 257, 185, 169, 151 |
a Compounds identified in the mulberry samples for the first time.
Phenolic compound contents (mg/kg DW) in the mulberry samples of different cultivars.
| Compound Name | Mulberry Sample | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| M-1 | M-2 | M-3 | M-4 | M-5 | M-6 | M-7 | M-8 | M-9 | M-10 | M-11 | M-12 | M-13 | |
| Phenolic acids | |||||||||||||
| Gallic acid | 1.66 | 1.32 | 0.17 | 1.68 | 0.88 | 0.74 | 0.64 | 0.06 | 0.81 | 1.84 | 0.61 | 0.66 | 0.71 |
| Protocatechuic acid | 34.60 | 43.30 | 14.47 | 101.74 | 22.60 | 42.01 | 36.71 | 14.32 | 36.59 | 46.99 | 25.57 | 18.45 | 19.55 |
| p-Hydroxybenzoic acid | 0.97 | 1.44 | 0.71 | 4.71 | 0.80 | 0.93 | 1.18 | 0.53 | 1.52 | 2.24 | 0.78 | 0.89 | 0.56 |
| Chlorogenic acid | 138.35 | 192.16 | 56.94 | 306.01 | 110.01 | 206.35 | 177.28 | 74.71 | 200.16 | 160.73 | 123.69 | 78.75 | 84.47 |
| Cryptochlorogenic acid | 193.24 | 259.97 | 83.55 | 422.18 | 118.84 | 109.61 | 229.75 | 122.89 | 81.50 | 212.63 | 150.13 | 91.77 | 98.32 |
| Vanillic acid | 0.24 | 0.75 | 0.16 | 1.02 | 0.20 | 0.38 | 0.44 | 0.14 | 0.40 | 0.60 | 0.89 | 0.19 | 0.24 |
| Caffeic acid | 1.03 | 3.73 | 0.80 | 6.52 | 1.07 | 2.26 | 1.77 | 0.94 | 3.04 | 5.27 | 0.67 | 0.66 | 0.95 |
| Syringic acid | 0.16 | 0.13 | 0.04 | 0.35 | 0.04 | 0.10 | 0.08 | 0.01 | 0.05 | 0.31 | 0.06 | 0.03 | 0.02 |
| 4-Hydroxycinnamic acid | 1.32 | 3.77 | 2.33 | 3.28 | 0.98 | 3.59 | 1.29 | 0.90 | 0.52 | 3.70 | 0.40 | 0.86 | 1.77 |
| Ferulic acid | 0.20 | 0.51 | 0.32 | 0.52 | 0.20 | 0.51 | 0.37 | 0.09 | 0.24 | 0.56 | 0.24 | 0.13 | 0.35 |
| Sinapic acid | 0.34 | 0.72 | 0.27 | 0.51 | 0.27 | 1.13 | 1.03 | 0.13 | 0.44 | 1.05 | 0.78 | 0.13 | 0.24 |
| Ellagic acid | 5.15 | 1.40 | 1.15 | 2.95 | 1.72 | 2.73 | 2.77 | 1.09 | 4.19 | 6.40 | 2.69 | 1.27 | 1.90 |
| Salicylic acid | 0.20 | 0.36 | 0.16 | 0.84 | 0.25 | 0.29 | 0.27 | 0.07 | 1.17 | 0.37 | 0.58 | 0.19 | 0.30 |
| trans-Cinnamic acid | 0.12 | 0.14 | 0.19 | 0.14 | 0.25 | 0.15 | 0.22 | 0.05 | 0.11 | 0.27 | 0.08 | 0.15 | 1.28 |
| Total phenolic acids | |||||||||||||
| 377.58 | 509.7 | 161.26 | 852.45 | 258.11 | 370.78 | 453.8 | 215.93 | 330.74 | 442.96 | 307.17 | 194.13 | 210.66 | |
| Flavonols | |||||||||||||
| Dihydromyricetin | 5.10 | 7.53 | 2.09 | 14.24 | 4.68 | 6.90 | 6.46 | 2.16 | 5.36 | 5.87 | 3.93 | 4.34 | 3.44 |
| Rutin | 42.17 | 51.93 | 58.74 | 139.31 | 39.22 | 54.60 | 41.56 | 100.88 | 38.96 | 53.51 | 27.88 | 18.13 | 69.07 |
| Taxifolin | 9.84 | 18.70 | 3.11 | 34.06 | 14.70 | 13.28 | 5.86 | 8.05 | 4.67 | 30.74 | 5.27 | 4.76 | 9.49 |
| Quercetin-3-O-galactoside | 15.00 | 20.24 | 3.36 | 52.13 | 4.33 | 21.76 | 11.12 | 9.65 | 8.09 | 14.56 | 12.54 | 2.73 | 4.02 |
| Kaempferol-3-O-rutinoside | 47.07 | 52.54 | 10.02 | 107.64 | 22.80 | 47.84 | 58.24 | 21.33 | 51.20 | 55.24 | 31.14 | 18.60 | 10.39 |
| Narcissin | 1.37 | 1.02 | 0.16 | 2.18 | 0.35 | 0.62 | 0.80 | 0.07 | 0.93 | 1.58 | 0.87 | 0.24 | 0.43 |
| Astragalin | 11.72 | 26.10 | 4.95 | 29.59 | 4.53 | 22.89 | 7.76 | 2.58 | 16.46 | 12.05 | 6.11 | 3.89 | 4.40 |
| Isorhamnetin-3-O-glucoside | 0.04 | 0.07 | 0.03 | 0.16 | 0.02 | 0.07 | 0.05 | 0.02 | 0.03 | 0.04 | 0.03 | 0.02 | 0.03 |
| Aromadendrin | 2.75 | 2.35 | 0.56 | 5.06 | 2.41 | 1.59 | 1.05 | 2.18 | 1.42 | 3.68 | 0.84 | 1.53 | 1.01 |
| Quercetin | 31.06 | 36.09 | 6.89 | 56.52 | 19.93 | 33.98 | 35.14 | 5.41 | 31.93 | 32.18 | 21.35 | 16.87 | 16.75 |
| Kaempferol | 1.66 | 0.79 | 0.15 | 1.38 | 1.50 | 0.79 | 1.47 | 0.09 | 1.33 | 0.92 | 0.54 | 0.78 | 0.53 |
| Flavanones | |||||||||||||
| Prunin | 4.86 | 9.35 | 1.25 | 11.49 | 9.72 | 10.91 | 9.57 | 5.71 | 5.63 | 12.08 | 7.64 | 7.01 | 3.29 |
| Hesperidin | 1.37 | 2.07 | 0.29 | 3.84 | 0.59 | 0.83 | 1.39 | 0.40 | 1.26 | 1.44 | 0.43 | 0.44 | 0.20 |
| Eriodictyol | 10.79 | 3.30 | 0.29 | 16.65 | 3.88 | 2.88 | 3.28 | 0.96 | 1.23 | 36.68 | 0.78 | 2.18 | 3.73 |
| Butein | 1.55 | 0.20 | 0.03 | 0.52 | 0.45 | 0.25 | 0.66 | 0.06 | 0.84 | 2.21 | 0.24 | 0.35 | 0.14 |
| Flavanols | |||||||||||||
| Catechin | 0.26 | 0.19 | 0.11 | 0.37 | 0.11 | 0.15 | 0.09 | 0.11 | 0.19 | 0.45 | 0.22 | 0.11 | 0.25 |
| Epicatechin | 0.21 | 0.54 | 0.08 | 0.41 | 0.07 | 0.45 | 0.07 | 0.11 | 0.40 | 0.28 | 0.19 | 0.05 | 0.04 |
| Flavones | |||||||||||||
| Luteolin | 20.54 | 10.34 | 1.66 | 22.59 | 11.87 | 11.31 | 9.21 | 0.98 | 6.25 | 51.83 | 4.94 | 10.60 | 7.81 |
| Morin | 24.17 | 28.07 | 6.03 | 45.67 | 14.37 | 26.84 | 26.57 | 5.14 | 24.15 | 25.21 | 15.85 | 12.04 | 12.44 |
| Dihydrochalcones | |||||||||||||
| Phlorizin | 6.87 | 10.30 | 2.16 | 13.33 | 5.20 | 9.54 | 6.46 | 1.65 | 3.04 | 12.34 | 1.40 | 4.46 | 2.90 |
| Trilobatin | 7.49 | 11.96 | 2.43 | 12.08 | 2.00 | 14.16 | 5.28 | 0.34 | 2.67 | 13.70 | 1.81 | 1.54 | 1.08 |
| Phloretin | 1.02 | 0.46 | 0.04 | 0.49 | 0.28 | 0.32 | 0.24 | 0.04 | 0.27 | 3.22 | 0.14 | 0.17 | 0.17 |
| Total flavonoids | |||||||||||||
| 246.94 | 294.16 | 104.45 | 569.70 | 163.01 | 281.95 | 232.33 | 167.92 | 206.32 | 369.83 | 144.14 | 110.85 | 151.63 | |
| Anthocyanins | |||||||||||||
| Cyanidin-3,5-diglucoside | 12.83 | 9.61 | 5.87 | 72.75 | 6.04 | 7.35 | 11.59 | 6.50 | 5.46 | 23.12 | 5.07 | 5.76 | 6.39 |
| Pelargonidin-3-O-glucoside | – | – | 0.12 | – | 0.46 | – | 0.68 | – | – | – | – | – | – |
| Delphinidin-3-O-glucoside | 27.65 | 11.78 | 6.89 | 74.22 | 52.17 | 9.94 | 5.93 | 11.93 | 3.47 | 14.83 | 9.77 | 6.41 | 2.36 |
| Pelargonidin | 0.31 | 0.24 | 0.10 | 0.43 | 0.28 | 0.33 | 0.42 | – | 0.32 | 0.31 | 0.16 | 0.08 | 0.08 |
| Cyanidin-3-O-rutinoside | 47.47 | 54.41 | 10.20 | 92.06 | 34.98 | 44.94 | 66.17 | 10.01 | 56.04 | 60.59 | 30.93 | 21.80 | 12.34 |
| Total anthocyanins | |||||||||||||
| 88.26 | 76.51 | 23.17 | 239.46 | 93.93 | 62.56 | 84.79 | 28.43 | 65.30 | 98.85 | 45.94 | 34.06 | 21.17 | |
| Other phenolic compounds | |||||||||||||
| Procyanidin B1 | 0.05 | 0.09 | 0.18 | 0.34 | 0.02 | 0.03 | 0.02 | 0.09 | 0.02 | 0.05 | 0.05 | 0.02 | 0.05 |
| Procyanidin B3 | 0.04 | 0.01 | 0.10 | 0.04 | 0.01 | 0.01 | 0.01 | 0.04 | 0.03 | 0.05 | 0.01 | 0.01 | 0.02 |
| Fraxin | 0.17 | 0.45 | 0.06 | 0.36 | 0.07 | 0.48 | 0.13 | 0.02 | 0.51 | 0.29 | 0.41 | 0.06 | 0.06 |
| trans-Piceid | 1.46 | 0.73 | 0.26 | 2.65 | 0.65 | 0.84 | 1.16 | 1.16 | 2.02 | 3.01 | 1.05 | 0.46 | 0.50 |
| Resveratrol | 2.51 | 1.23 | 0.18 | 3.74 | 1.09 | 1.10 | 2.08 | 0.25 | 1.72 | 5.18 | 0.76 | 0.56 | 0.85 |
| Total individual phenolic compounds | |||||||||||||
| 717.85 | 883.89 | 292.16 | 1672.21 | 517.15 | 718.11 | 774.61 | 404.17 | 607.09 | 921.05 | 500.08 | 340.53 | 385.58 | |
Figure 1Antioxidant activities of different mulberry samples measured by (A) DPPH, (B) ABTS and (C) FRAP assays. Values in the different letters are significant differences (p < 0.05). M-1, Yichuanhong; M-2, Qiong46; M-3, Guosang8632; M-4, Yuebanguo; M-5, Yueshen28; M-6, Yueshen74; M-7, D10; M-8, Jinqiang63; M-9, Yunguo1; M-10, Heizhenzhu; M-11, Xuanguo1; M-12, Guiyou12; M-13, Shansang.
Correlations between total phenolic contents, total flavonoid contents, total anthocyanin contents and antioxidant activities.
| TPC | TFC | TAC | DPPH | ABTS | FRAP | |
|---|---|---|---|---|---|---|
| TPC | 1 | |||||
| TFC | 0.754 ** | 1 | ||||
| TAC | 0.824 ** | 0.952 ** | 1 | |||
| DPPH | 0.882 ** | 0.868 ** | 0.884 ** | 1 | ||
| ABTS | 0.960 ** | 0.935 ** | 0.626 * | 0.948 ** | 1 | |
| FRAP | 0.632 * | 0.626 * | 0.830 ** | 0.823 ** | 0.775 ** | 1 |
*, p < 0.05; **, p < 0.01.
Figure 2(A) PC scores plot of the mulberry samples; (B) loadings plot of the mulberry samples. Salad, salicylic acid; TraCin, trans-cinnamic acid; Proad, protocatechuic acid; Chlad, chlorogenic acid; Cryad, cryptochlorogenic acid; Ferad, ferulic acid; Sinad, sinapic acid; Nar, narcissin; Aro, aromadendrin; Tax, taxifolin; Quegal, quercetin-3-galactoside; Isoglu, isorhamnetin-3-O-glucoside; Kaerut, kaempferol-3-O-rutinoside; Rut, rutin; But, butein; Eri, eriodictyol; Pru, prunin; Hes, hesperidin; Tri, trilobatin; Lut, luteolin; Mor, morin; Que, quercetin; Cat, catechin; Epi, epicatechin; Pel, pelargonidin; Delglu, delphinidin-3-glucoside; Cya, cyanidin-3,5-diglucoside; Cyarut, cyanidin-3-O-rutinoside; ProB1, procyanidin B1; ProB3, procyanidin B3; Fra, fraxin; Res, resveratrol.
Figure 3Hierarchical cluster analysis of the mulberry samples.