| Literature DB >> 33925094 |
Lahcen Hssaini1,2, Francisca Hernandez3, Manuel Viuda-Martos4, Jamal Charafi1, Rachid Razouk1, Karim Houmanat1, Rachida Ouaabou5, Said Ennahli6, Driss Elothmani7, Ilham Hmid2,7, Marie Laure Fauconnier8, Hafida Hanine2.
Abstract
In the present study, chromatic coordinates, phenolic acids, flavonoids and antioxidant capacity assessed by 1,1-diphenyl-2-picrylhydrazyl (DPPH), 2,2'-azino-bis (3-ethylbenzothiazoline-6-sulfonate (ABTS) and lipid peroxidation inhibition capacity (LPIC) essays and their relative IC50 were investigated in 25 fig cultivars growing in Morocco. The aims of this study were to determine (i) the variation in these compounds among light and dark-colored cultivars, (ii) their partitioning between fruit peel and pulp and (iii) to display network connections among these variables. Twelve phenolic compounds (PCs) were isolated in peel extract versus eight in pulp samples. Anthocyanins, mainly cyanidin-3,5-diglucoside and cyanidin-3-O-rutinoside, were the predominant compounds in peels, where the mean concentrations were 75.90 ± 18.76 and 77.97 ± 18.95 µg/g dw, respectively. On the other hand, (-)-epicatechin and cyanidin-3-O-rutinoside were the major compounds in the pulp extracts, where the mean values were 5.23 ± 4.03 and 9.01 ± 5.67 µg/g dw, respectively. A two-dimensional hierarchically clustered heatmap was applied to the dataset to explore correlations in the dataset and similarities between cultivars, without dimensionality reduction. Results showed that anthocyanins, particularly pelargonidin-3-O-rutinoside, cyanidin-3,5-diglucoside and cyanidin-3-O-rutinoside, were the main contributors to the peels' free radical scavenging capacity. This capacity was particularly higher in the peel of dark-colored figs compared to the fruit pulp. The local cultivar "INRA 1301" showed the most promising phenolic profile due to its very high levels of almost all detected PCs, especially (-)-epicatechin, quercetin-3-O-rutinoside, quercetin-3-O-glucoside, cyanidine-3,5-diglucoside, cyanidine-3-O-rutinoside and pelargonidin-3-O-rutinoside (54.66, 141.08, 35.48, 494.08, 478.66, 12.56 µg/g dw, respectively). Having the darkest figs in the collection (L* = 25.72, c* = 22.09 and h° = 20.99), this cultivar has also combined promising IC50 values, which were of 19.85, 40.58 and 124.78 µg/mL for DPPH, ABTS and LPIC essays, respectively.Entities:
Keywords: Ficus carica L.; antioxidant activity; chemometric; flavonoids; heatmap; phenolic acids
Mesh:
Substances:
Year: 2021 PMID: 33925094 PMCID: PMC8124568 DOI: 10.3390/molecules26092574
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
Descriptive analysis and multivariate analysis of variance of all studied variables over figs’ peels and pulps.
| Variables | Fruit Part | Mini | Max | Mean | Std. Deviation | ANOVA |
|---|---|---|---|---|---|---|
| Gallic acid * | Peel | 0 | 11.29 | 0.54 | 2.24 | <0.001 |
| (+)-Catechin * | 0 | 24.06 | 5.89 | 5.95 | <0.001 | |
| (−)-Epicatechin * | 2.61 | 55.44 | 17.31 | 12.89 | <0.001 | |
| Chlorogenic acid * | 0 | 10.67 | 3.03 | 2.94 | <0.001 | |
| Quercetin-3- | 5.3 | 147.42 | 58.46 | 38.66 | <0.001 | |
| Quercetin-3- | 2.52 | 35.58 | 11.48 | 7.76 | <0.001 | |
| Luteolin-7- | 0 | 18.24 | 6.75 | 4.87 | <0.001 | |
| Quercetin * | 0 | 59.61 | 4.49 | 12.48 | <0.001 | |
| Apigenin * | 0 | 4.91 | 0.41 | 1.04 | <0.001 | |
| Cyanidin-3,5-diglucoside * | 0 | 495.76 | 48.58 | 109.91 | <0.001 | |
| Cyanidin-3- | 0 | 478.9 | 46.78 | 105.29 | <0.001 | |
| Pelargonidin-3- | 0 | 12.67 | 0.67 | 2.58 | <0.001 | |
| TPC (mg GAE/100 g dw) | 370 | 3162.86 | 1368.67 | 671.01 | <0.001 | |
| TFC (mg CE/100 g dw) | 188.57 | 2013.57 | 690.19 | 371.47 | <0.001 | |
| TPAC (mg Cyan /100 g dw) | 0.2 | 3.09 | 0.83 | 0.83 | <0.001 | |
| TAC (mg cy-3-r /100 g dw) | 4.14 | 192.5 | 37.17 | 41.9 | <0.001 | |
| DPPH (mMol TE/g dw) | 21.23 | 367.26 | 156.76 | 21.53 | <0.001 | |
| ABTS (mMol TE/g dw) | 7.57 | 563.53 | 231.52 | 19.59 | <0.001 | |
| LPIC (mMol TE/g dw) | 139.17 | 353.11 | 226.26 | 10.44 | <0.001 | |
| L* | 19.81 | 73.51 | 49.51 | 15.54 | <0.001 | |
| c* | 0.89 | 62.76 | 37.42 | 16.36 | <0.001 | |
| h* | -3.41 | 360.95 | 78.58 | 57.02 | <0.001 | |
| Gallic acid | Pulp | nd | nd | nd | nd | <0.001 |
| (+)-Catechin | 0 | 6.65 | 1.47 | 1.4 | <0.001 | |
| (−)-Epicatechin | 1.25 | 19.06 | 5.23 | 4.03 | <0.001 | |
| Chlorogenic acid | 0 | 4.84 | 0.77 | 1.09 | <0.001 | |
| Quercetin-3- | 0 | 26.85 | 1.89 | 5.16 | <0.001 | |
| Quercetin-3- | 0 | 4.05 | 0.44 | 0.95 | <0.001 | |
| Luteolin-7- | 0 | 4.5 | 0.21 | 0.89 | <0.001 | |
| Quercetin | nd | nd | nd | nd | <0.001 | |
| Apigenin | nd | nd | nd | nd | <0.001 | |
| Cyanidin-3,5-diglucoside | 0 | 28.45 | 5.82 | 6.68 | <0.001 | |
| Cyanidin-3- | 0.94 | 34.43 | 9.01 | 8.67 | <0.001 | |
| Pelargonidin-3- | nd | nd | nd | nd | <0.001 | |
| TPC | 105.71 | 1255.71 | 426.38 | 234.32 | <0.001 | |
| TFC | 13.57 | 331.43 | 157.57 | 79.96 | <0.001 | |
| TPAC | 0.2 | 1.06 | 0.37 | 0.13 | <0.001 | |
| TAC | 2.27 | 19.44 | 7.71 | 4.49 | <0.001 | |
| DPPH | 13.92 | 151.24 | 73.99 | 7.05 | <0.001 | |
| ABTS | 6.59 | 207.49 | 76.19 | 7.35 | <0.001 | |
| LPIC | 42.89 | 226.88 | 121.25 | 7.7 | <0.001 | |
| L* | 12.17 | 34645 | 493.3 | 6.81 | 0.622 | |
| c* | 12.35 | 59.85 | 28.02 | 13.64 | <0.001 | |
| h* | 4.87 | 74.8 | 32.33 | 16.59 | <0.001 | |
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| Variety | 0 | 477.23 | 560 | 1376.367 | 0 | |
| Fruit part | 0 | 496,075.72 | 20 | 79 | 0 | |
| Variety * Fruit part | 0 | 464.37 | 440 | 1242.807 | 0 |
* expressed as µg/g of dry weight; nd: not detected; df: degree of liberty; F: refers to Fisher statistic; Sig.: signification; Cyan: cyanidin; cy-3-r: Cyanidin-3-rutinoside.TPC: total phenolics content; TFC: total flavonoids content; TAC: total anthocyanins content; TPAC: Total proanthocyanidins content; DPPH: 2,2-diphenyl-1-picrylhydrazyl; ABTS: 2,2-azinobis-(3-ethylbenzothiazoline-6-sulphonic acid; LPIC: lipid peroxidation inhibition capacity
Figure 1Principal component analysis (PCA) two-dimensional scatter plots based on the first two principal components (PC1 and PC2) generated for 25 cultivars based chromatic coordinates color of figs’ peels and pulps.
Total phenols, flavonoids, anthocyanins, proanthocyanidins, antioxidant activity and chromatic coordinates of fig peels.
| Cultivars | TPC | TFC | TPAC | TAC | DPPH | ABTS | LPIC | IC50 (DPPH) | IC50 (ABTS) | IC50 (LPIC) | L* | c* | h° |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Bioudie | 1346.19 | 602.86 | 0.90 | 10.82 | 332.96 | 452.52 | 154.84 | 172.38 | 292.70 | 114.83 | 55.46 | 45.97 | 91.43 |
| Breba Blanca | 1093.81 | 590.95 | 0.43 | 14.27 | 100.19 | 192.06 | 278.94 | 125.46 | 185.47 | 83.56 | 59.81 | 47.67 | 85.01 |
| Breval Blanca | 796.19 | 669.52 | 0.51 | 15.78 | 254.75 | 364.80 | 231.87 | 306.04 | 285.62 | 24.45 | 62.62 | 54.83 | 90.86 |
| Chaari | 696.19 | 388.57 | 0.39 | 9.93 | 299.74 | 527.25 | 169.11 | 129.47 | 112.22 | 51.81 | 44.85 | 39.14 | 90.87 |
| Chetoui | 1100.95 | 708.81 | 2.20 | 18.13 | 329.04 | 336.61 | 160.55 | 27.42 | 119.33 | 124.80 | 65.56 | 50.4 | 96.1 |
| Cuello Dama Blanco | 1391.43 | 1177.86 | 0.33 | 34.88 | 333.99 | 491.90 | 155.56 | 80.47 | 163.46 | 86.35 | 63.32 | 51.12 | 92.73 |
| El Quoti Lbied | 1241.43 | 493.33 | 0.50 | 11.65 | 68.83 | 175.95 | 255.40 | 156.99 | 154.30 | 99.83 | 48.8 | 37.29 | 95.72 |
| Fassi | 2020.00 | 935.00 | 0.58 | 47.90 | 332.13 | 493.69 | 232.58 | 0.28 | 97.35 | 216.92 | 31.78 | 10.28 | 215.93 |
| Ghoudan | 927.14 | 602.86 | 0.46 | 19.16 | 133.21 | 210.85 | 289.63 | 76.47 | 225.29 | 81.13 | 28.13 | 28.96 | 42.36 |
| Herida | 389.05 | 214.76 | 0.33 | 21.50 | 56.86 | 77.49 | 240.43 | 234.03 | 230.18 | 125.68 | 51.25 | 44.53 | 90.85 |
| INRA 1302 | 1627.14 | 807.62 | 1.97 | 53.00 | 37.87 | 77.49 | 191.22 | 3.97 | 56.49 | 76.19 | 31.36 | 18.39 | 18.33 |
| INRA 1305 | 912.86 | 417.14 | 1.04 | 22.33 | 40.76 | 157.60 | 216.89 | 92.67 | 114.38 | 136.79 | 36.42 | 19.02 | 36.25 |
| INRA 2105 | 2070.00 | 1282.62 | 1.67 | 51.97 | 79.97 | 137.01 | 251.84 | 3.88 | 73.70 | 101.26 | 34.61 | 13.85 | 19.96 |
| INRA 2201 | 1865.24 | 689.76 | 1.13 | 126.41 | 54.38 | 147.31 | 295.34 | 109.17 | 68.01 | 263.49 | 36.79 | 24.53 | 25.41 |
| INRA 2304 | 2396.19 | 385.00 | 0.76 | 63.75 | 16.62 | 91.81 | 238.29 | 2.12 | 21.84 | 124.04 | 24.52 | 38.88 | 23.35 |
| INRA1301 | 2860.48 | 1944.52 | 2.59 | 192.23 | 152.40 | 190.72 | 198.35 | 19.85 | 40.58 | 124.78 | 25.72 | 22.09 | 20.99 |
| Kadata | 1208.10 | 492.14 | 0.54 | 17.16 | 29.41 | 126.27 | 301.76 | 201.52 | 174.22 | 98.09 | 59.62 | 48.67 | 98.26 |
| Nabout | 810.48 | 699.29 | 1.21 | 82.29 | 121.45 | 459.23 | 239.00 | 16.98 | 177.38 | 132.85 | 52.86 | 55.04 | 89.07 |
| Noukali | 822.38 | 677.86 | 0.50 | 21.23 | 128.26 | 212.64 | 203.34 | 25.04 | 202.71 | 55.03 | 28.7 | 41.67 | 53.68 |
| Ouarraksi | 1384.29 | 763.57 | 0.48 | 4.82 | 218.02 | 293.65 | 278.94 | 161.00 | 297.22 | 88.32 | 59.26 | 38.39 | 103.53 |
| Palmeras | 2855.71 | 1070.71 | 0.33 | 18.06 | 29.21 | 157.15 | 199.06 | 106.34 | 179.49 | 87.90 | 65.15 | 36.95 | 93.99 |
| Sarilop | 1155.71 | 263.57 | 0.38 | 17.16 | 21.78 | 12.82 | 278.22 | 175.77 | 200.03 | 78.28 | 59.21 | 48.26 | 90.94 |
| Snowden | 1700.95 | 598.10 | 0.42 | 15.58 | 69.45 | 440.43 | 248.98 | 123.15 | 190.12 | 80.01 | 72.62 | 54.57 | 94.84 |
| Trojana | 415.24 | 317.14 | 0.56 | 11.10 | 5.27 | 12.01 | 189.79 | 170.40 | 495.99 | 295.07 | 73.16 | 50.95 | 90.38 |
| White Adriatic | 1129.52 | 461.19 | 0.44 | 28.05 | 22.66 | 0.07 | 156.27 | 162.94 | 299.49 | 103.07 | 59.7 | 37.58 | 99.14 |
TPC: total phenolics content (mg GAE/100 g dw); TFC: total flavonoids content (mg CE/100 g dw); TPAC; total proanthocyanidins content (mg cyanidin equivalent/100 g dw); TAC: total anthocyanins content (mg cyanidin-3-rutinoside eq/100 dw); DPPH, ABTS and LPIC were expressed in mMol trolox/g dw; IC50 was expressed in µg/mL.
Total phenols, flavonoids, anthocyanins, proanthocyanidins, antioxidant activity and chromatic coordinates of fig pulps.
| Cultivar | TPC | TFC | TPAC | TAC | DPPH | ABTS | LPIC | IC50 (DPPH) | IC50 (ABTS) | IC50 (LPIC) | L* | c* | h° |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Bioudie | 339.05 | 95.71 | 0.40 | 3.58 | 22.21 | 24.37 | 40.48 | 275.08 | 418.35 | 152.16 | 20.67 | 44.04 | 7.83 |
| Breba Blanca | 255.71 | 170.71 | 0.36 | 5.86 | 19.43 | 24.32 | 35.86 | 206.83 | 226.64 | 231.46 | 34.91 | 17.05 | 36.51 |
| Breval Blanca | 731.90 | 257.62 | 0.45 | 6.75 | 35.01 | 16.42 | 23.51 | 163.29 | 455.25 | 169.11 | 19.05 | 55.05 | 16.46 |
| Chaari | 284.29 | 250.48 | 0.26 | 3.03 | 25.41 | 23.44 | 24.85 | 202.38 | 220.80 | 241.85 | 34.10 | 29.50 | 32.35 |
| Chetoui | 491.43 | 257.62 | 0.64 | 8.27 | 39.50 | 25.03 | 38.99 | 168.57 | 204.48 | 231.55 | 25.18 | 15.33 | 27.07 |
| Cuello Dama Dlanco | 439.05 | 93.33 | 0.25 | 3.45 | 33.75 | 40.83 | 21.13 | 199.52 | 221.21 | 238.04 | 19.95 | 46.79 | 6.52 |
| El Quoti Lbied | 422.38 | 162.38 | 0.41 | 3.24 | 32.69 | 33.51 | 21.43 | 139.85 | 198.06 | 201.63 | 44.51 | 16.53 | 42.33 |
| Fassi | 234.29 | 93.33 | 0.38 | 11.37 | 27.66 | 22.73 | 31.40 | 245.24 | 201.32 | 130.18 | 18.62 | 44.07 | 36.60 |
| Ghoudan | 1186.67 | 271.90 | 0.29 | 12.48 | 33.60 | 33.95 | 32.59 | 201.06 | 241.50 | 85.47 | 33.24 | 14.72 | 54.88 |
| Herida | 174.76 | 107.62 | 0.29 | 7.72 | 18.70 | 17.67 | 35.86 | 151.47 | 233.68 | 148.96 | 34.18 | 15.14 | 62.97 |
| INRA 1302 | 520.00 | 250.48 | 0.47 | 7.31 | 34.06 | 35.82 | 26.79 | 167.29 | 316.70 | 392.39 | 35.10 | 22.29 | 36.35 |
| INRA 1305 | 262.86 | 131.43 | 0.22 | 16.89 | 15.35 | 14.43 | 43.45 | 269.32 | 665.58 | 138.37 | 40.04 | 17.22 | 55.95 |
| INRA 2105 | 753.33 | 160.00 | 0.56 | 9.58 | 38.78 | 32.85 | 33.33 | 117.46 | 138.88 | 164.76 | 34.31 | 17.98 | 38.18 |
| INRA 2201 | 374.76 | 106.43 | 0.43 | 3.24 | 25.75 | 33.20 | 35.12 | 160.10 | 186.17 | 145.74 | 45.91 | 18.83 | 42.91 |
| INRA 2304 | 465.24 | 229.05 | 0.31 | 5.17 | 30.21 | 23.26 | 24.55 | 273.64 | 299.00 | 138.24 | 41.24 | 27.78 | 40.09 |
| INRA1301 | 398.57 | 186.19 | 0.41 | 14.06 | 31.43 | 22.99 | 35.42 | 124.58 | 309.90 | 149.39 | 36.55 | 19.90 | 39.46 |
| Kadata | 331.90 | 146.90 | 0.43 | 10.68 | 29.18 | 26.01 | 24.55 | 152.18 | 225.52 | 187.61 | 33.31 | 14.83 | 33.58 |
| Nabut | 662.86 | 285.00 | 0.42 | 3.10 | 25.22 | 31.69 | 28.27 | 202.18 | 292.24 | 241.83 | 27.72 | 40.87 | 24.90 |
| Noukali | 329.52 | 21.90 | 0.30 | 5.03 | 30.51 | 28.81 | 23.96 | 290.33 | 242.72 | 212.67 | 20.45 | 46.30 | 23.42 |
| Ouarraksi | 255.71 | 137.38 | 0.55 | 3.58 | 26.48 | 22.50 | 18.01 | 173.75 | 288.42 | 306.69 | 37.63 | 31.32 | 35.36 |
| Palmeras | 450.95 | 199.29 | 0.22 | 11.85 | 32.38 | 29.69 | 30.36 | 187.54 | 138.48 | 185.15 | 19.22 | 49.20 | 13.68 |
| Sarilop | 408.10 | 110.00 | 0.26 | 5.44 | 24.23 | 20.86 | 16.07 | 308.37 | 353.84 | 300.35 | 41.90 | 22.04 | 57.91 |
| Snowden | 274.76 | 20.71 | 0.39 | 10.34 | 27.01 | 35.86 | 26.49 | 152.55 | 359.54 | 138.24 | 36.62 | 15.71 | 44.56 |
| Trojana | 205.71 | 133.81 | 0.31 | 3.86 | 19.54 | 15.85 | 28.57 | 563.91 | 892.67 | 231.46 | 24.06 | 34.28 | 15.21 |
| White Adriatic | 405.71 | 60.00 | 0.35 | 16.82 | 42.63 | 24.01 | 31.40 | 166.52 | 415.02 | 125.67 | 38.22 | 20.90 | 46.45 |
TPC: total phenolics content (mg GAE/100 g dw); TFC: total flavonoids content (mg CE/100 g dw); TPAC; total proanthocyanidins content (mg cyanidin equivalent/100 g dw); TAC: total anthocyanins content (mg cyanidin-3-rutinoside eq/100 dw); DPPH, ABTS and LPIC were expressed in mMol trolox/g dw; IC50 was expressed in µg/mL.
Figure 2HPLC-DAD profile, chemical structures of the main phenolic compounds identified in the fig pulp. Example of the cultivar INRA 2015.
Figure 3Chemical structures of the main phenolic compounds identified in the fig peels (A) and pulp (B).
Contents of individual phenolic compounds (µg/g dw) among cultivars figs peels.
| Cultivars | Gallic Acid | (+)-Catechin | (−)-Epicatechin | Chlorogenic Acid | Quercetin-3- | Quercetin-3- | Luteolin-7- | Quercetin | Apigenin | Cyanidin-3,5-Diglucoside | Cyanidin-3- | Pelargonidin-3- | Total (µg/g) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Biondie | - | 3.38 | 14.05 | 3.34 | 55.39 | 11.66 | 7.19 | 0.86 | - | - | 95.86 | ||
| Breba Blanca | - | 1.74 | 6.37 | 0.56 | 10.98 | 6.16 | - | - | - | 0.86 | 1.06 | - | 27.74 |
| Breval Blanca | - | 5.14 | 19.01 | 1.66 | 65.05 | 7.29 | 12.43 | - | - | 0.76 | 0.84 | - | 112.18 |
| Chaari | - | 1.30 | 9.84 | 0.59 | 44.18 | 10.07 | 5.83 | - | - | 3.76 | 6.31 | - | 81.88 |
| Chetoui | 11.25 | 2.86 | 10.21 | 2.93 | 125.68 | 18.66 | 8.96 | - | - | 0.86 | 1.08 | - | 182.49 |
| Cuello Dama Blanco | - | 16.54 | 42.35 | 8.77 | 46.49 | 5.32 | 17.91 | 59.52 | 4.84 | - | - | - | 201.73 |
| El Quoti Lbied | - | 2.81 | 16.24 | 0.49 | 28.94 | 6.92 | - | 1.01 | 1.13 | 7.03 | - | - | 64.57 |
| Fassi | - | 7.76 | 19.01 | 4.12 | 147.33 | 21.06 | 15.21 | 1.00 | - | 81.08 | 83.91 | - | 380.49 |
| Ghoudan | - | 2.35 | 16.67 | 1.16 | 85.87 | 21.91 | 11.86 | 1.40 | - | 21.06 | 20.17 | - | 182.46 |
| Herida | - | 0.99 | 5.12 | 0.46 | 17.88 | 3.39 | 2.58 | - | - | 30.42 | |||
| INRA 1302 | - | 4.02 | 12.23 | 4.28 | 53.78 | 10.34 | 5.69 | 4.45 | - | 97.69 | 100.32 | - | 292.81 |
| INRA 1305 | - | 3.82 | 18.96 | 8.71 | 70.98 | 14.67 | 1.17 | 21.14 | 21.61 | - | 161.05 | ||
| INRA 2105 | - | 23.87 | 13.18 | 0.67 | 38.35 | 8.63 | 3.82 | 5.52 | 1.70 | 43.03 | 40.55 | - | 179.31 |
| INRA 2201 | - | 4.67 | 24.83 | 5.49 | 54.77 | 13.46 | 5.82 | 1.20 | 275.20 | 246.86 | 4.16 | 632.31 | |
| INRA 2304 | - | 7.45 | 11.07 | 0.86 | 64.49 | 14.19 | 7.26 | 3.87 | 130.12 | 131.23 | - | 370.54 | |
| INRA1301 | - | 14.36 | 54.66 | 7.81 | 141.08 | 35.48 | 11.50 | 2.17 | 494.08 | 478.66 | 12.56 | 1239.80 | |
| Kadata | - | 0.92 | 6.21 | 1.40 | 20.23 | 2.56 | 3.34 | 0.91 | 1.11 | - | 36.69 | ||
| Nabout | 2.22 | 7.01 | 9.86 | 0.90 | 33.78 | 6.03 | 6.71 | 1.46 | - | 1.04 | 1.15 | - | 70.15 |
| Noukali | - | 6.28 | 31.98 | 8.39 | 112.91 | 21.47 | 1.86 | - | - | 35.89 | 34.88 | - | 253.66 |
| Ouarraksi | - | 3.19 | 12.42 | 3.71 | 92.49 | 11.22 | 8.61 | - | - | 0.83 | 0.94 | - | 133.41 |
| Palmeras | - | 18.25 | 44.22 | 4.48 | 23.15 | 18.31 | 15.03 | - | 1.40 | - | - | - | 151.77 |
| Sarilop | - | 3.60 | 14.91 | 2.30 | 41.88 | 4.64 | 4.30 | - | - | - | - | - | 71.63 |
| Snowden | - | 2.83 | 11.52 | 2.24 | 49.46 | 6.86 | 5.33 | - | - | - | - | - | 78.23 |
| Trojana | - | 2.67 | 16.47 | 3.25 | 2.39 | - | - | - | - | - | 24.78 | ||
| White Adriatic | - | 2.24 | 5.09 | 0.57 | 19.79 | 3.53 | 5.17 | 0.91 | - | - | - | - | 37.30 |
-: Not detected.
Contents of individual phenolic compounds (µg/g dw) among cultivars’ fig pulps.
| Cultivars (Pulp) | (+)-Catechin | (−)-Epicatechin | Chlorogenic Acid | Quercetine-3- | Quercetine-3- | Luteoline-7- | Cyanidine-3.5-Diglucoside | Cyanidine-3- | Total (µg/g) |
|---|---|---|---|---|---|---|---|---|---|
| Biondie | - | 2.15 | - | - | - | - | 0.82 | 1.31 | 1.43 |
| Breba Blanca | 1.12 | 3.38 | 0.46 | - | - | - | 3.86 | 1.85 | 2.13 |
| Breval Blanca | 1.71 | 4.79 | 0.33 | 0.92 | - | - | 5.53 | 8.05 | 3.56 |
| Chaari | 1.43 | 4.09 | - | 1.23 | - | - | 2.59 | 3.8 | 2.63 |
| Chetoui | 1 | 7.99 | 1.3 | 26.8 | 4.03 | 0.75 ± 0.35 | 6.87 | 11.87 | 8.55 |
| Cuello Dama Blanca | - | 3.85 | 3.14 | 1.23 | 0.98 | - | 4.74 | 11.05 | 4.17 |
| El Quoti Lbied | - | 1.75 | 0.38 | - | - | - | 3.91 | 7.93 | 3.49 |
| Fassi | 2.63 | 9.08 | 0.68 | 1.23 | - | - | 11.93 | 16.94 | 7.08 |
| Ghoudan | 1.92 | 2.47 | 0.31 | 1.51 | 1.31 | - | 2.41 | 5.42 | 2.19 |
| Herida | 0.67 | 2.03 | - | - | - | - | 0.9 | 1.04 | 1.16 |
| INRA 1302 | 2.96 | 9.91 | 1.22 | 1.06 | - | - | 14.74 | 20.37 | 8.38 |
| INRA 1305 | 2.11 | 7.83 | 1.04 | - | - | - | - | 1.52 | 3.13 |
| INRA 2105 | 6.63 | 19.05 | 4.83 | 2.21 | 1.45 | - | 20.38 | 28.78 | 11.90 |
| INRA 2201 | 1.34 | 1.75 | 0.4 | - | - | - | 4.73 | 10.44 | 3.73 |
| INRA 2304 | - | 1.27 | - | 0.81 | - | - | 2.83 | 5.12 | 2.51 |
| INRA 1301 | 0.73 | 1.3 | - | - | - | - | 0.83 | 1.39 | 1.06 |
| Kadota | 1.2 | 8.37 | 0.44 | 1.02 | - | - | 8.98 | 16.6 | 6.10 |
| Nabout | 1.5 | 2.52 | 0.36 | 1.03 | 1.05 | - | 1.11 | 3.03 | 1.51 |
| Noukali | 1.67 | 4.28 | 0.33 | 1.48 | - | - | 6.15 | 11.1 | 4.17 |
| Ouarraksi | 1.39 | 1.65 | 0.47 | 1.42 | - | - | 4.11 | 9.68 | 3.12 |
| Palmeras | 3.06 | 7.23 | 2.07 | 1.92 | 2.19 | 4.47 ± 0.04 | 6.88 | 8.81 | 4.59 |
| Sarilop | 1.82 | 10.88 | 0.49 | 0.89 | - | - | 0.93 | 2.25 | 2.88 |
| Snowden | - | 5.08 | 0.37 | - | - | - | 0.89 | 1.57 | 1.98 |
| Trojana | - | 4.15 | - | 1.2 | - | - | 0.84 | 0.96 | 1.79 |
| White Adriatic | 1.83 | 3.91 | 0.58 | 1.22 | - | - | 28.43 | 34.42 | 11.73 |
-: Not detected.
Figure 4Hierarchically clustered heatmap based on the correlation matrix of studied variables in both peel (red map) and pulp (blue map). The low color intensity means the lower value and vice versa. Chr.A: chlorogenic acid; Q.3.O.r: quercetin-3-O-rutinoside; Q.3.O.g: quercetin-3-O-glucoside; Lu.7.O.g: luteolin-7-O-glucoside; Quercetin: quercetin; Apigenin: apigenin; Cya.3,5.d: cyanidin-3,5-diglucoside; Cya.3.O.r: cyanidin-3-O-rutinoside; Pel.3.O.r: pelargonidin-3-O-rutinoside. White A.: “White Adriatic”; Cuello B.D: “Cuello Dama Blanca”; Breval B.: “Breval Blanca”; Breba B.: “Breba Blanca”; El Quoti L.: “El Quoti Lbied”.
Cultivars geographical origins, harvest time and monthly meteorological data from August to early September 2018 in Northern Morocco, Meknes (Ain-Taoujdate experimental station—INRA).
| Cultivars | Geographical Origin | August | September | |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| (1–5) | (6–10) | (11–15) | (16–20) | (21–25) | (26–30) | (31–4) | (5–9) | |||
| Local | El Quoti Lbied | Morocco | ||||||||
| Nabout | ||||||||||
| Fassi | ||||||||||
| Noukali | ||||||||||
| Ghoudan | ||||||||||
| Chetoui | ||||||||||
| Bioudie | ||||||||||
| Chaari | ||||||||||
| Ournaksi | ||||||||||
| INRA 1305 | ||||||||||
| INRA 2105 | ||||||||||
| INRA 1302 | ||||||||||
| INRA 2201 | ||||||||||
| INRA 2304 | ||||||||||
| INRA 1301 | ||||||||||
| Introduced | Snowden | USA | ||||||||
| White Adriatic | Italy | |||||||||
| Kadota | Italy | |||||||||
| Triana | Italy | |||||||||
| Cuello Dama Blanca | Spain | |||||||||
| Breval Blanca | Spain | |||||||||
| Palmeras | Spain | |||||||||
| Herida | Spain | |||||||||
| Breba Blanca | Spain | |||||||||
| Total rainfall (mm) | 0 | 0 | 0 | 0 | 0 | 26.4 | 0 | 0 | ||
| Average temperature (°C) | 25.84 | 28.5 | 27.56 | 29.24 | 29.44 | 23.64 | 25.6 | 25.42 | ||
| Average solar radiation (W/m²) | 169.29 | 208.74 | 243.83 | 238.28 | 185.35 | 123.5 | 270.21 | 271.38 | ||
| Soil type | Sandy clay loam with an average organic matter of 1% [0–30 cm soil layer] | |||||||||
| Soil pH | 7.2 | |||||||||
Climatic data collected from meteorological station installed next to the orchard. Texture organic matter was assessed over a composite sample using Walkley and Black [52] and Robinson methods, respectively. The green color describes the maturity period of each fig trees herein investigated in term of number of days (each column represents five days).