Table 3.
Variable Codea | Content (μg/berry) | Concentration (μg/g berry) | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
2014 (208 cultivars) | 2014 (208 cultivars) | 2015 (161 cultivars) | ||||||||||
NI | IR | SNK | NI | IR | SNK | NI | IR | SNK | NI | IR | SNK | |
POLYPHENOLIC COMPOSITION | ||||||||||||
AN-Pg-glc | 0.67 | 0.59 | 0.87 | 0.96 | 0.40 | 0.26 | * | 0.25 | 0.41 | |||
AN-Cy-glc | 56.79 | 53.36 | 71.77 | 81.11 | 32.05 | 22.03 | 28.83 | 36.27 | ||||
AN-Dp-glc | 25.78 | 22.20 | 30.25 | 30.82 | 18.04 | 11.66 | * | 14.66 | 15.02 | |||
AN-Pt-glc | 27.33 | 24.60 | 34.26 | 32.67 | 19.15 | 12.74 | * | 16.26 | 15.78 | |||
AN-Pn-glc | 58.77 | 57.99 | 63.17 | 70.35 | 36.12 | 25.68 | 28.21 | 32.25 | ||||
AN-Mv-glc | 194.41 | 179.54 | 219.41 | 195.34 | 135.03 | 89.40 | * | 101.48 | 90.94 | |||
AN-Cy-diglc | 0.24 | 0.23 | 0.34 | 0.40 | 0.14 | 0.09 | * | 0.13 | 0.17 | |||
AN-Dp-diglc | 0.28 | 0.22 | 0.26 | 0.26 | 0.18 | 0.11 | 0.12 | 0.12 | ||||
AN-Pt-diglc | 0.03 | 0.04 | * | 0.14 | 0.15 | 0.02 | 0.01 | * | 0.058 | 0.061 | ||
AN-Pn-diglc | 0.06 | 0.06 | 0.23 | 0.19 | 0.03 | 0.03 | 0.088 | 0.074 | ||||
AN-Mv-diglc | 0.11 | 0.10 | 1.12 | 0.61 | 0.07 | 0.05 | 0.37 | 0.20 | ||||
AN-Pg-acglc | 0.06 | 0.06 | 0.15 | 0.16 | 0.04 | 0.03 | 0.064 | 0.068 | ||||
AN-Cy-acglc | 2.75 | 3.00 | 2.79 | 3.43 | 1.95 | 1.62 | 1.38 | 1.79 | ||||
AN-Dp-acglc | 7.69 | 7.84 | 7.68 | 8.73 | 6.01 | 4.64 | 4.25 | 4.66 | ||||
AN-Pt-acglc | 7.85 | 8.23 | 8.33 | 8.83 | 6.12 | 4.71 | 4.46 | 4.78 | ||||
AN-Pn-acglc | 10.33 | 10.34 | 11.65 | 12.37 | 7.21 | 5.42 | 5.87 | 6.32 | ||||
AN-Mv-acglc | 63.98 | 69.97 | 74.50 | 67.48 | 47.03 | 37.54 | 36.94 | 35.11 | ||||
AN-Pg-coumglc | 0.27 | 0.27 | 0.39 | 0.37 | 0.18 | 0.13 | 0.16 | 0.16 | ||||
AN-Cy-coumglc | 11.31 | 11.77 | 17.45 | 17.38 | 6.63 | 5.26 | 7.26 | 7.79 | ||||
AN-Dp-coumglc | 31.29 | 29.68 | 50.78 | 44.75 | 22.15 | 15.47 | 23.21 | 21.39 | ||||
AN-Pt-coumglc | 26.99 | 26.40 | 42.65 | 34.96 | 19.08 | 13.37 | 19.14 | 16.44 | ||||
AN-Pn-coumglc | 35.80 | 36.63 | 47.21 | 48.91 | 21.84 | 16.52 | 20.72 | 22.00 | ||||
AN-Mv-coumglc | 185.94 | 191.62 | 306.18 | 230.11 | 128.94 | 91.66 | 132.17 | 102.46 | ||||
AN-Cy-caffglc | 0.09 | 0.11 | 0.19 | 0.22 | 0.054 | 0.04 | 0.08 | 0.09 | ||||
AN-Dp-caffglc | 0.07 | 0.09 | 0.20 | 0.21 | 0.05 | 0.05 | 0.09 | 0.092 | ||||
AN-Pt-caffglc | 0.11 | 0.12 | 0.21 | 0.20 | 0.07 | 0.05 | 0.09 | 0.09 | ||||
AN-Pn-caffglc | 0.39 | 0.42 | 0.55 | 0.65 | 0.26 | 0.20 | 0.24 | 0.29 | ||||
AN-Mv-caffglc | 0.99 | 1.18 | 1.89 | 1.67 | 0.69 | 0.57 | 0.83 | 0.76 | ||||
AN-Mv-glc-Pn-glc | 0.08 | 0.09 | 0.15 | 0.16 | 0.05 | 0.04 | 0.063 | 0.068 | ||||
AN-Mv-glc-dimer | 0.08 | 0.08 | 0.15 | 0.16 | 0.05 | 0.04 | 0.062 | 0.068 | ||||
AP-py-Pn-glc | 3.05 | 2.30 | 3.89 | 4.44 | 2.01 | 1.08 | * | 1.65 | 2.11 | |||
AP-py-Mv-glc | 13.05 | 9.00 | 19.86 | 17.57 | 9.42 | 5.30 | * | 9.18 | 8.46 | |||
AP-hp-py-Pn-glc | 0.03 | 0.04 | * | 0.14 | 0.15 | 0.02 | 0.02 | * | 0.06 | 0.06 | ||
AP-hp-py-Mv-glc | 0.04 | 0.044 | * | 0.14 | 0.15 | 0.02 | 0.02 | * | 0.06 | 0.06 | ||
AP-ctc-py-Pn-glc | 0.04 | 0.04 | * | 0.11 | 0.11 | 0.02 | 0.02 | * | 0.04 | 0.05 | ||
AP-ctc-py-Mv-glc | 0.04 | 0.04 | * | 0.11 | 0.11 | 0.02 | 0.02 | * | 0.04 | 0.05 | ||
AP-cbx-py-Pn-glc | 0.04 | 0.04 | 0.15 | 0.15 | 0.02 | 0.02 | * | 0.06 | 0.06 | |||
AP-cbx-py-Mv-glc | 0.32 | 0.34 | 0.45 | 0.41 | 0.22 | 0.15 | 0.19 | 0.17 | ||||
AT-Pn-glc-epi-gallocat | 0.07 | 0.08 | 0.14 | 0.16 | 0.05 | 0.04 | 0.06 | 0.07 | ||||
AT-Pn-glc-epi-cat | 0.16 | 0.17 | 0.19 | 0.20 | 0.11 | 0.08 | 0.08 | 0.09 | ||||
AT-Mv-glc-epi-gallocat | 0.08 | 0.08 | 0.14 | 0.17 | 0.051 | 0.04 | 0.06 | 0.067 | ||||
AT-Mv-glc-epi-cat | 0.087 | 0.096 | 0.24 | 0.19 | 0.05 | 0.03 | 0.07 | 0.07 | ||||
AT-epi-gallocat-Pn-glc | 0.15 | 0.13 | 0.55 | 0.52 | 0.1 | 0.06 | * | 0.24 | 0.23 | |||
AT-epi-gallocat-Mv-glc | 0.27 | 0.24 | 0.54 | 0.45 | 0.18 | 0.12 | * | 0.24 | 0.20 | |||
AT-epi-cat-Pn-glc | 0.11 | 0.11 | 0.31 | 0.33 | 0.06 | 0.04 | 0.13 | 0.14 | ||||
AT-epi-cat-Mv-glc | 0.19 | 0.16 | 0.68 | 0.59 | 0.12 | 0.07 | * | 0.30 | 0.27 | |||
AT-epi-cat-eth-Pn-glc-i1 | 0.039 | 0.045 | 0.14 | 0.15 | 0.02 | 0.02 | 0.06 | 0.06 | ||||
AT-epi-cat-eth-Pn-glc-i2 | 0.052 | 0.086 | 0.14 | 0.17 | 0.03 | 0.04 | 0.06 | 0.08 | ||||
AT-epi-cat-eth-Pn-glc-i3 | 0.077 | 0.25 | 0.18 | 0.23 | 0.04 | 0.1 | 0.08 | 0.09 | ||||
AT-epi-cat-eth-Pn-glc-i4 | 0.048 | 0.070 | 0.14 | 0.15 | 0.03 | 0.03 | 0.06 | 0.06 | ||||
AT-epi-cat-eth-Mv-glc-i1 | 0.054 | 0.081 | 0.19 | 0.18 | 0.03 | 0.04 | 0.08 | 0.07 | ||||
AT-epi-cat-eth-Mv-glc-i2 | 0.07 | 0.13 | 0.30 | 0.33 | 0.04 | 0.06 | 0.11 | 0.13 | ||||
AT-epi-cat-eth-Mv-glc-i3+4 | 0.18 | 0.49 | * | 0.76 | 0.48 | 0.12 | 0.24 | 0.26 | 0.18 | |||
AC-caft-Pn-glc | 0.035 | 0.041 | * | 0.16 | 0.15 | 0.02 | 0.02 | * | 0.06 | 0.06 | ||
AC-caft-Mv-glc | 0.037 | 0.043 | * | 0.14 | 0.15 | 0.02 | 0.02 | * | 0.06 | 0.06 | ||
HF-taxif | 0.68 | 0.82 | 1.83 | 1.80 | 0.38 | 0.33 | 0.76 | 0.76 | ||||
HF-astilb | 2.55 | 3.72 | 5.02 | 4.74 | 1.47 | 1.62 | 1.86 | 1.70 | ||||
FO-syring-glucur | 0.040 | 0.043 | 0.09 | 0.09 | 0.03 | 0.02 | * | 0.036 | 0.037 | |||
FO-syring-glc | 8.97 | 9.68 | 11.47 | 7.70 | 6.02 | 4.66 | 4.98 | 3.29 | ||||
FO-querc-glucur | 79.49 | 80.57 | 97.92 | 100.50 | 43.67 | 31.32 | * | 39.74 | 42.01 | |||
FO-querc-glc | 245.77 | 242.26 | 344.07 | 327.16 | 126.35 | 90.73 | * | 126.60 | 129.51 | |||
FO-myric-glucur | 0.33 | 0.28 | 0.34 | 0.27 | 0.20 | 0.12 | * | 0.14 | 0.12 | |||
FO-myric-glc | 13.72 | 12.96 | 21.38 | 17.48 | 8.85 | 6.22 | * | 9.14 | 7.56 | |||
FO-laric-glucur | 0.061 | 0.056 | 0.10 | 0.10 | 0.04 | 0.03 | * | 0.04 | 0.04 | |||
FO-laric-glc | 9.73 | 10.15 | 11.45 | 8.28 | 6.42 | 4.92 | 4.93 | 3.55 | ||||
FO-kaempf-glucur | 0.18 | 0.17 | 0.13 | 0.13 | 0.09 | 0.06 | * | 0.05 | 0.05 | |||
FO-kaempf-glc | 182.92 | 197.16 | 230.08 | 211.33 | 93.72 | 71.85 | * | 80.63 | 79.71 | |||
FO-isorham-glucur | 0.12 | 0.11 | 0.13 | 0.12 | 0.07 | 0.05 | * | 0.06 | 0.05 | |||
FO-isorham-glc | 21.24 | 21.14 | 18.78 | 16.15 | 12.05 | 8.91 | * | 7.59 | 6.48 | |||
ST-c-resver | 0.20 | 0.21 | 0.22 | 0.25 | 0.12 | 0.08 | * | 0.091 | 0.11 | |||
ST-t-resver | 5.69 | 6.13 | 8.60 | 9.73 | 3.57 | 2.54 | 3.36 | 4.02 | ||||
ST-c-piceid | 24.63 | 24.56 | 28.37 | 27.75 | 15.54 | 9.78 | * | 12.19 | 11.98 | |||
ST-t-piceid | 6.26 | 7.02 | 8.98 | 8.95 | 3.87 | 2.90 | 3.66 | 3.59 | ||||
ST-piceat-glc | 0.70 | 0.91 | 1.19 | 1.26 | 0.45 | 0.35 | 0.51 | 0.53 | ||||
ST-piceat | 0.25 | 0.33 | * | 0.53 | 0.58 | 0.16 | 0.13 | 0.22 | 0.27 | |||
ST-resver-dimer | 0.99 | 1.18 | 1.50 | 1.43 | 0.63 | 0.50 | 0.68 | 0.65 | ||||
FA-gallocat | 3.13 | 3.80 | 1.07 | 1.01 | 1.82 | 1.61 | 0.44 | 0.44 | ||||
FA-epigallocat | 1.01 | 1.22 | 0.84 | 0.88 | 0.63 | 0.57 | 0.37 | 0.43 | ||||
FA-epicat | 2.99 | 4.52 | * | 3.96 | 4.50 | 1.62 | 1.76 | 1.62 | 1.99 | |||
FA-cat | 11.57 | 16.72 | * | 22.74 | 25.36 | 6.00 | 6.37 | 8.71 | 10.68 | |||
FA-epicat-eth-epicat-i1 | 0.041 | 0.049 | 0.14 | 0.15 | 0.025 | 0.022 | 0.06 | 0.06 | ||||
FA-epicat-eth-epicat-i2+3 | 0.14 | 0.16 | 0.30 | 0.24 | 0.098 | 0.080 | 0.13 | 0.11 | ||||
FA-gallocat-term | 28.23 | 30.43 | 30.11 | 26.26 | 15.59 | 12.38 | * | 11.94 | 11.21 | |||
FA-epigallocat-term | 5.26 | 5.40 | 4.93 | 4.47 | 3.05 | 2.30 | * | 2.05 | 1.98 | |||
FA-epicat-term | 8.35 | 10.48 | * | 12.93 | 13.69 | 4.59 | 4.17 | 5.29 | 5.92 | |||
FA-epicat-gall-term | 3.75 | 3.87 | 5.64 | 5.47 | 2.08 | 1.56 | * | 2.27 | 2.28 | |||
FA-cat-term | 87.11 | 116.11 | * | 183.85 | 191.79 | 46.53 | 45.39 | 72.18 | 79.60 | |||
FA-epigallo-gallocat-phlo | 874.66 | 894.32 | 1109.09 | 979.30 | 513.98 | 382.53 | * | 469.47 | 438.24 | |||
FA-epicat-phlo | 1604.34 | 1897.39 | * | 2368.61 | 2399.51 | 899.24 | 771.81 | * | 992.33 | 1048.95 | ||
FA-epicat-gall-phlo | 96.59 | 105.63 | 108.94 | 109.48 | 55.18 | 43.82 | * | 45.60 | 48.33 | |||
FA-cat-phlo | 7.84 | 9.23 | * | 16.04 | 16.08 | 4.40 | 3.74 | * | 6.48 | 6.92 | ||
HB-glucogall | 0.68 | 0.68 | 1.84 | 1.52 | 0.38 | 0.27 | * | 0.73 | 0.61 | |||
HB-vanill-ac | 0.10 | 0.11 | 0.24 | 0.28 | 0.064 | 0.046 | 0.10 | 0.12 | ||||
HB-syring-ac | 0.33 | 0.32 | 0.87 | 0.78 | 0.23 | 0.15 | * | 0.40 | 0.34 | |||
HB-protocat-ac | 0.15 | 0.15 | 0.44 | 0.50 | 0.088 | 0.061 | * | 0.18 | 0.21 | |||
HB-gall-ac | 0.27 | 0.26 | 0.74 | 0.73 | 0.17 | 0.11 | * | 0.31 | 0.31 | |||
HC-ct-coutar-ac | 80.54 | 90.26 | 113.29 | 113.21 | 44.04 | 36.32 | * | 46.81 | 48.60 | |||
HC-ct-caftar-ac | 122.00 | 140.83 | 229.55 | 228.92 | 69.21 | 57.68 | * | 94.99 | 97.34 | |||
HC-t-fertar-ac | 4.56 | 4.38 | 10.91 | 10.27 | 2.49 | 1.72 | * | 4.33 | 4.19 | |||
HC-t-caffeic-ac | 0.04 | 0.05 | * | 0.15 | 0.15 | 0.022 | 0.021 | 0.06 | 0.06 | |||
HC-t-coumar-ac | 0.066 | 0.067 | 0.19 | 0.20 | 0.039 | 0.029 | * | 0.08 | 0.08 | |||
HC-t-ferul-ac | 0.040 | 0.044 | 0.16 | 0.17 | 0.023 | 0.019 | * | 0.07 | 0.07 | |||
OT-OH-tyrosol | 0.071 | 0.074 | 0.15 | 0.16 | 0.040 | 0.031 | * | 0.06 | 0.07 | |||
OT-GSSG | 1.74 | 2.13 | 3.10 | 3.21 | 0.95 | 0.90 | * | 1.32 | 1.36 | |||
OT-GSH | 4.82 | 5.24 | 9.30 | 10.40 | 2.74 | 2.35 | 3.92 | 4.70 | ||||
POLYPHENOLIC INDICES CALCULATED FROM THE PREVIOUS RESULTS | ||||||||||||
s_AN_n | 750.39 | 736.69 | 994.54 | 893.37 | 509.54 | 359.35 | * | 447.55 | 415.62 | |||
s_FO | 562.55 | 574.57 | 735.92 | 689.30 | 297.51 | 218.89 | * | 273.95 | 272.40 | |||
s_FA | 2716.13 | 3072.86 | * | 3840.13 | 3746.05 | 1544.63 | 1267.71 | * | 1607.61 | 1643.40 | ||
s_HB | 1.53 | 1.52 | 4.13 | 3.81 | 0.93 | 0.64 | * | 1.72 | 1.60 | |||
s_HC | 207.25 | 235.63 | 354.26 | 352.92 | 115.83 | 95.79 | * | 146.35 | 150.35 | |||
s_ST | 38.73 | 40.34 | 49.38 | 49.94 | 24.34 | 16.29 | * | 20.70 | 21.15 | |||
p_AN_acyl (%) | 38.88 | 41.91 | 47.70 | 46.84 | ||||||||
p_AN_tri (%) | 56.69 | 56.32 | 57.02 | 55.25 | ||||||||
p_AN_met (%) | 56.39 | 56.83 | 58.14 | 57.51 | ||||||||
p_FO_mono (%) | 29.03 | 27.84 | 26.98 | 25.70 | ||||||||
p_FO_di (%) | 62.84 | 63.77 | 65.81 | 67.29 | ||||||||
p_FO_tri (%) | 8.13 | 8.39 | 7.21 | 7.01 | ||||||||
p_FO_met (%) | 8.55 | 8.40 | 6.04 | 5.57 | ||||||||
p_FO_glucur (%) | 16.97 | 18.00 | 18.43 | 19.73 | ||||||||
p_FA_tri (%) | 34.17 | 30.71 | * | 28.52 | 25.54 | * | ||||||
p_FA_gall (%) | 3.63 | 3.51 | 3.14 | 3.25 | ||||||||
dp_FA | 23.10 | 21.04 | * | 19.40 | 18.73 | |||||||
OTHER PARAMETERS | ||||||||||||
deltaC13b | −23.812 | −25.392 | * | −26.95 | −27.689 | * | ||||||
brixb | 20.01 | 19.70 | 19.34 | 19.33 | ||||||||
berry weight (g) | 1.93 | 2.67 | * | 2.67 | 2.73 |
Variable codes as in Table 1.
SNK: results of the Student-Newman-Keuls grouping (p < 0.05).
A few missing values have been removed from the calculation.