| Literature DB >> 32095650 |
M S Alidu1, I K Asante2, H K Mensah2.
Abstract
Plant breeders' efforts in developing drought tolerant and high-yielding cowpea varieties may be in vain unless the developed varieties are evaluated to ascertain the influence of water stress on their nutritive value, antioxidants, and phenolic contents under contrasting moisture regimes. The study was set up to evaluate the nutritional value, phytochemical content and antioxidant activity of cowpea Recombinant Inbred Lines (RILs) under contrasting soil moisture in the Guinea and Sudan Savanna agro-ecologies of Ghana. Forty-eight cowpea RILs seed samples from well-watered and water stress experiment were pulverized. Distillation and titration was carried out and the organic samples extracted and various biochemical analyses were carried out using standard protocols and methodologies. The dried grain mineral contents were determined using an Atomic Absorption Spectrophotometer, while the protein content was determined by the combustion method. Correlation and regression analysis and principal component analysis were performed using STATA version 13. Biochemical analysis for seed related traits revealed that inbred lines responded differently to drought. Significant differences of watering regimes on various phytochemical traits were only observed in phosphorus and lead. Inbred line with family number 57 had the highest crude protein content of 46.90% under well-watered conditions. Inbred line 84 under water stress conditions had high levels of Mg and K. Inbred line 20 under well-watered conditions had the highest antioxidant content. For phenolic acid content, inbred line 255 scored the highest. Quercetin and rutin were most abundant in inbred line 186 for both water-stress and well-watered conditions. The indication is that moisture stress could affect seed yield but no effects on the phytochemical and nutritional variables. Genotypic differences could arise from parental combination used for developing the inbred lines for the study.Entities:
Keywords: Agriculture; Biochemical analysis; Correlation and regression analysis; Cowpea; Plant biology; Polyphenols
Year: 2020 PMID: 32095650 PMCID: PMC7033356 DOI: 10.1016/j.heliyon.2020.e03406
Source DB: PubMed Journal: Heliyon ISSN: 2405-8440
Polyphenolic compounds and their standard curves.
| Polyphenolic compound | Standard curve |
|---|---|
| 2, 5-dihydroxybenzoic acid | y = 0.0027x – 0.109 |
| caffeic acid | y = 0.0023x -0.1291 |
| chlorogenic acid | y = 0.0019x – 0.076 |
| gallic acid | y = 0.0012x – 0.0065 |
| syringic acid | y = 0.0019x – 0.0722 |
| p-coumeric acid | y = 0.0014x + 0.0334 |
| vanilic acid | y = 0.0019x- 0.0026 |
| Rutin | y = 0.007x + 0.062 |
| Quercetin | y = 0.0008x + 0.1099 |
Means for crude protein and mineral concentration of cowpea inbred lines under water-stress and non-stress conditions.
| Family | Phosphorus | Crude protein | Magnesium | Potassium | Chromium | Zinc | Iron | Lead | Copper | Manganese | Selenium | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| NS | S | NS | S | NS | S | NS | S | NS | S | NS | S | NS | S | NS | S | NS | S | NS | S | NS | S | |
| 84 | 0.68 | 1.03 | 20.84 | 28.53 | 7.88 | 8.37 | 1.49 | 1.99 | 0.03 | 0.01 | 0.01 | 0.01 | 0.11 | 0.09 | 0 | 0 | 0.02 | 0.01 | 0 | 0 | 0.5 | 0.43 |
| 55 | 1.05 | 0.9 | 22.75 | 19.25 | 8 | 7.73 | 1.49 | 1.47 | 0.01 | 0 | 0.01 | 0.01 | 0.08 | 0.09 | 0.14 | 0 | 0.02 | 0 | 0 | 0 | 0.68 | 0.42 |
| 230 | 0.75 | 0.85 | 22.93 | 18.2 | 7.9 | 7.83 | 1.46 | 1.21 | 0.02 | 0.04 | 0.01 | 0.01 | 0.09 | 0.17 | 0.1 | 0 | 0.01 | 0.01 | 0 | 0 | 0.48 | 0.54 |
| 20 | 0.61 | 0.46 | 22.23 | 16.98 | 7.63 | 7.82 | 1.43 | 1.47 | 0 | 0.01 | 0.01 | 0.01 | 0.05 | 0.17 | 0 | 0.01 | 0.01 | 0 | 0 | 0 | 0.57 | 0.81 |
| 255 | 0.53 | 0.84 | 15.75 | 19.81 | 7.86 | 8.27 | 1.28 | 1.68 | 0.01 | 0.01 | 0.01 | 0.01 | 0.05 | 0.15 | 0.02 | 0 | 0.01 | 0 | 0 | 0 | 0.37 | 0.53 |
| 398 | 0.92 | 0.73 | 17.33 | 21.56 | 8 | 8.2 | 1.63 | 1.66 | 0.04 | 0.02 | 0.01 | 0.01 | 0.09 | 0.13 | 0 | 0.02 | 0.01 | 0 | 0 | 0 | 0.36 | 0.48 |
| 279 | 0.35 | 1.24 | 17.17 | 19.78 | 7.76 | 7.87 | 1.52 | 1.29 | 0.01 | 0.03 | 0.01 | 0.01 | 0.08 | 0.1 | 0 | 0.03 | 0.01 | 0.02 | 0 | 0 | 0.6 | 0.76 |
| 28 | 0.66 | 0.86 | 24.33 | 23.1 | 7.68 | 7.45 | 1.47 | 1.36 | 0.02 | 0.05 | 0.02 | 0.01 | 0.08 | 0.08 | 0 | 0 | 0.01 | 0 | 0 | 0 | 0.39 | 0.25 |
| 189 | 0.77 | 0.66 | 16.48 | 18.38 | 7.96 | 7.65 | 1.47 | 1.28 | 0.03 | 0.03 | 0.01 | 0.01 | 0.04 | 0.08 | 0.11 | 0.01 | 0.01 | 0 | 0 | 0 | 0.17 | 0.58 |
| 503 | 0.32 | 0.89 | 20.68 | 22.93 | 7.84 | 8.05 | 1.31 | 1.54 | 0 | 0.01 | 0.01 | 0.01 | 0.06 | 0.07 | 0.08 | 0.01 | 0.01 | 0 | 0 | 0 | 0.4 | 0.53 |
| 116 | 0.43 | 1.09 | 16.45 | 17.33 | 7.99 | 8.06 | 1.61 | 1.64 | 0.04 | 0.03 | 0.01 | 0.01 | 0.16 | 0.05 | 0.11 | 0.04 | 0.01 | 0 | 0 | 0 | 0.28 | 0.69 |
| 142 | 0.51 | 0.99 | 15.42 | 19.78 | 7.58 | 7.89 | 1.01 | 1.38 | 0.02 | 0.04 | 0.01 | 0.01 | 0 | 0.13 | 0.02 | 0 | 0 | 0.01 | 0 | 0 | 0.78 | 0.59 |
| 406 | 0.93 | 0.73 | 21.89 | 12.6 | 7.59 | 7.97 | 1.21 | 1.36 | 0.01 | 0.04 | 0.01 | 0.01 | 0.04 | 0.12 | 0.12 | 0 | 0 | 0.01 | 0 | 0 | 0.43 | 0.16 |
| 78 | 0.49 | 0.99 | 20.13 | 14.03 | 7.76 | 8.13 | 1.38 | 1.46 | 0.03 | 0.03 | 0.01 | 0.01 | 0.01 | 0.12 | 0.05 | 0 | 0 | 0.01 | 0 | 0 | 0.12 | 0.22 |
| 57 | 0.69 | 0.76 | 46.9 | 23.12 | 7.9 | 7.43 | 1.34 | 1.1 | 0.02 | 0.01 | 0.01 | 0.01 | 0.13 | 0.11 | 0 | 0.02 | 0 | 0 | 0 | 0 | 0.06 | 0.65 |
| 353 | 0.64 | 0.35 | 19.43 | 23.45 | 8.07 | 7.97 | 1.78 | 1.45 | 0.04 | 0.03 | 0.01 | 0.01 | 0.04 | 0.1 | 0 | 0.02 | 0 | 0.01 | 0 | 0 | 0.44 | 0.52 |
| 75 | 0.69 | 0.23 | 19.6 | 16.28 | 8.1 | 7.43 | 1.62 | 0.99 | 0.01 | 0.01 | 0.01 | 0.01 | 0.13 | 0.08 | 0 | 0.03 | 0 | 0.01 | 0 | 0 | 0.17 | 0.35 |
| 223 | 0.58 | 0.91 | 21.88 | 28.89 | 8.01 | 8.14 | 1.56 | 1.67 | 0.06 | 0.04 | 0.01 | 0.01 | 0.1 | 0.08 | 0.11 | 0 | 0 | 0 | 0 | 0 | 0.43 | 0.54 |
| 325 | 0.45 | 0.29 | 20.33 | 23.1 | 7.48 | 8.05 | 1.4 | 1.4 | 0.01 | 0.04 | 0.01 | 0.01 | 0.12 | 0.07 | 0 | 0.05 | 0 | 0 | 0 | 0.01 | 0.37 | 0.51 |
| 131 | 0.32 | 1.16 | 16.63 | 20.86 | 7.86 | 7.74 | 1.45 | 1.41 | 0.04 | 0.02 | 0.01 | 0.01 | 0.12 | 0.07 | 0.04 | 0.08 | 0 | 0 | 0 | 0 | 0.23 | 0.28 |
| 38 | 0.23 | 1.05 | 15.58 | 15.42 | 7.8 | 7.66 | 1.42 | 1.29 | 0.03 | 0 | 0.01 | 0.01 | 0.06 | 0.07 | 0.13 | 0.03 | 0 | 0 | 0 | 0 | 0.14 | 0.39 |
| 408 | 0.38 | 0.64 | 19.78 | 20.48 | 7.87 | 7.67 | 1.48 | 1.3 | 0.01 | 0.04 | 0.01 | 0.01 | 0.06 | 0.06 | 0.05 | 0 | 0 | 0 | 0 | 0 | 0.49 | 0.2 |
| 186 | 0.33 | 0.34 | 23.1 | 23.1 | 7.9 | 7.77 | 1.89 | 1.32 | 0.03 | 0.01 | 0.01 | 0.01 | 0.03 | 0.05 | 0.08 | 0 | 0 | 0.01 | 0 | 0 | 0.6 | 0.39 |
| 396 | 0.66 | 0.74 | 18.9 | 21.18 | 7.46 | 7.81 | 1.19 | 1.59 | 0.02 | 0.01 | 0.01 | 0.01 | 0.07 | 0.02 | 0 | 0.08 | 0 | 0.01 | 0 | 0 | 0.58 | 0.14 |
| Mean | 0.58 | 0.78 | 20.7 | 20.3 | 7.83 | 7.87 | 1.46 | 1.43 | 0.02 | 0.02 | 0.01 | 0.01 | 0.08 | 0.09 | 0.05 | 0.02 | 0.01 | 0.01 | 0 | 0 | 0.39 | 0.46 |
| Std. err | 0.04 | 0.06 | 1.25 | 0.81 | 0.37 | 0.5 | 0.04 | 0.04 | 0 | 0 | 0 | 0 | 0.01 | 0.01 | 0.01 | 0 | 0 | 0 | 0 | 0.01 | 0.04 | 0.04 |
| CV% | 36.1 | 35.1 | 30.5 | 20.8 | 6.12 | 7.1 | 15 | 16.5 | 59.4 | 60.1 | 34.8 | 31 | 50 | 40 | 100 | 100 | 86.1 | 100 | 47.2 | 40.4 | ||
| Min | 0.23 | 0.23 | 15.4 | 12.6 | 7.46 | 7.43 | 1.01 | 0.99 | 0 | 0 | 0 | 0 | 0 | 0.02 | 0 | 0 | 0 | 0 | 0 | 0 | 0.06 | 0.14 |
| Max | 1.05 | 1.24 | 46..9 | 28.9 | 8.1 | 8.37 | 1.89 | 1.99 | 0.06 | 0.05 | 0.02 | 0.02 | 0.16 | 0.17 | 0.14 | 0.08 | 0.02 | 0.0 | 0 | 0.01 | 0.78 | 0.81 |
| P > t | ||||||||||||||||||||||
NS = Non-stress condition S = Stress condition **Statistical significance between groups at P < 0.01 using t‟ test ns = not significant Min = Minimum Max = Maximum.
CV = Coefficient of variation.
Mean concentrations of polyphenolic compounds (mg/l) and dpph (%) for cowpea inbred lines under non-stress and stress conditions.
| family | Dba | Caf | chl | gal | syr | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| NS | S | NS | S | NS | S | NS | S | NS | S | |
| 279 | 79.94 | 163.03 | 102.66 | 200.19 | 96.61 | 214.68 | 95.19 | 282.14 | 94.51 | 212.58 |
| 38 | 95.87 | 230.80 | 121.35 | 279.76 | 119.24 | 311.00 | 131.03 | 434.64 | 117.14 | 308.90 |
| 406 | 132.29 | 196.73 | 164.11 | 239.76 | 171.00 | 262.58 | 212.97 | 357.97 | 168.90 | 260.48 |
| 503 | 88.71 | 86.73 | 112.95 | 110.63 | 109.07 | 106.26 | 114.91 | 110.47 | 106.97 | 104.16 |
| 20 | 95.62 | 72.90 | 121.06 | 94.40 | 118.89 | 86.61 | 130.47 | 79.36 | 116.79 | 84.51 |
| 78 | 84.51 | 227.47 | 108.02 | 275.85 | 103.10 | 306.26 | 105.47 | 427.14 | 101.00 | 304.16 |
| 408 | 61.55 | 70.80 | 81.06 | 91.93 | 70.47 | 83.63 | 53.80 | 74.64 | 68.37 | 81.53 |
| 28 | 60.36 | 95.37 | 79.77 | 120.77 | 69.59 | 118.54 | 52.41 | 129.91 | 66.82 | 116.44 |
| 189 | 182.90 | 104.26 | 223.53 | 131.21 | 242.93 | 131.17 | 326.86 | 149.91 | 240.83 | 129.07 |
| 84 | 71.17 | 173.15 | 92.37 | 212.08 | 84.16 | 229.07 | 75.47 | 304.91 | 82.06 | 226.97 |
| 131 | 414.76 | 82.41 | 495.70 | 105.56 | 572.40 | 100.12 | 848.53 | 100.75 | 570.30 | 98.02 |
| 255 | 447.04 | 73.15 | 533.52 | 94.69 | 617.90 | 86.96 | 920.19 | 79.91 | 615.56 | 84.86 |
| 75 | 237.22 | 81.30 | 287.29 | 104.25 | 320.12 | 98.54 | 449.08 | 98.25 | 318.02 | 96.44 |
| 353 | 87.47 | 116.73 | 111.50 | 145.85 | 107.31 | 148.89 | 112.14 | 177.97 | 105.21 | 146.79 |
| 57 | 69.20 | 162.78 | 90.05 | 199.90 | 81.35 | 214.33 | 71.03 | 281.58 | 79.25 | 212.23 |
| 325 | 102.66 | 75.87 | 129.32 | 97.87 | 128.89 | 90.82 | 146.30 | 86.03 | 126.79 | 88.72 |
| 396 | 72.04 | 68.21 | 93.38 | 88.89 | 85.38 | 79.95 | 77.41 | 68.80 | 83.28 | 77.85 |
| 142 | 380.43 | 76.98 | 455.41 | 99.18 | 523.63 | 92.40 | 771.30 | 88.53 | 521.53 | 90.30 |
| 223 | 61.42 | 71.05 | 80.92 | 92.22 | 70.30 | 83.98 | 53.53 | 75.19 | 68.20 | 81.88 |
| 230 | 81.94 | 55.67 | 105.00 | 74.26 | 99.45 | 62.16 | 99.69 | 41.08 | 97.35 | 60.83 |
| 55 | 80.80 | 63.64 | 103.67 | 83.53 | 97.84 | 73.45 | 97.14 | 58.53 | 95.74 | 71.35 |
| 116 | 240.31 | 62.10 | 290.92 | 81.79 | 324.51 | 71.35 | 456.03 | 55.19 | 322.41 | 69.25 |
| 398 | 62.90 | 471.98 | 82.66 | 562.80 | 72.40 | 653.33 | 56.86 | 976.30 | 70.30 | 651.00 |
| 186 | 80.80 | 144.76 | 103.67 | 178.74 | 97.84 | 188.72 | 97.14 | 241.03 | 95.74 | 186.62 |
| Mean | 140.60 | 126.27 | 173.85 | 157.02 | 182.57 | 162.20 | 231.55 | 199.21 | 180.57 | 160.21 |
| Std.err | 23.90 | 18.57 | 28.06 | 21.82 | 33.97 | 26.41 | 53.78 | 41.82 | 33.97 | |
| CV% | 82.12 | 71.03 | 78.44 | 67.67 | 90.08 | 79.11 | 100.00 | 100.00 | 91.10 | 80.41 |
| Min | 60.36 | 55.67 | 79.77 | 74.26 | 69.59 | 62.16 | 52.41 | 41.08 | 66.82 | 60.83 |
| Max | 447.04 | 471.98 | 533.52 | 562.80 | 617.90 | 653.33 | 920.19 | 976.30 | 615.56 | 651.00 |
| Sig | ||||||||||
dba = 2, 5-dihroxybenzoic acid, caf = caffeic acid, gal = gallic acid, chl = chlorogenic acid, pca = p-coumeric acid, syr = syringic acid, van = vanilic acid, que = quercetin, rut = rutin, NS = Non-stress condition, S=Stress condition, Std.err = Standard error (mean), Min = Minimum, Max = Maximum, CV = Coefficient of variation, ns = statistically not significant P > 0.05 using t-test Sig = significance level.
Pairwise correlations among crude protein and mineral elements in cowpea inbred lines under non stress (below diagonal) and stress (above diagonal) conditions.
| P | CP | Mg | K | Cr | Zn | Fe | Pb | Cu | Mn | Se | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| P | - | -0.019 | 0.1122 | 0.2896* | 0.1195 | 0.0124 | 0.0201 | 0.0035 | -0.105 | -0.2653* | 0.061 |
| CP | 0.2405* | - | 0.1056 | 0.3590* | 0.0482 | -0.098 | -0.2329* | -0.019 | -0.3652* | 0.1324 | 0.1429 |
| Mg | 0.0453 | 0.0293 | - | 0.7091* | -0.006 | 0.6845* | 0.1659 | -0.071 | 0.0306 | 0.037 | 0.0672 |
| K | -0.065 | -0.027 | 0.6298* | - | -0.144 | 0.2737* | -0.007 | -0.024 | -0.069 | 0.0114 | 0.0355 |
| Cr | -0.047 | -0.134 | 0.1298 | 0.2953* | - | -0.089 | 0.1036 | -0.196 | -0.088 | 0.1031 | -0.052 |
| Zn | 0.3349* | -0.14 | 0.5650* | 0.3189* | 0.1351 | - | 0.3958* | -0.187 | 0.0882 | -0.182 | 0.0225 |
| Fe | 0.0351 | 0.2590* | 0.1562 | 0.1727 | 0.1476 | 0.2869* | - | -0.4711* | 0.158 | -0.133 | 0.3806* |
| Pb | 0.0505 | -0.142 | 0.0907 | 0.0427 | 0.1687 | -0.159 | -0.064 | - | -0.036 | 0.175 | -0.156 |
| Cu | 0.2546* | -0.118 | 0.1004 | 0.1584 | -0.163 | 0.1964 | 0.1811 | 0.0093 | - | -0.149 | -0.2455* |
| Mn | . | . | . | . | . | . | . | . | - | 0.0653 | |
| Se | 0.2085 | -0.201 | -0.101 | -0.054 | -0.157 | 0.0899 | -0.3504* | -0.034 | 0.2279 | - | - |
P=Phosphorus, CP = Crude protein, Mg = Magnesium, K=Potassium, Cr=Chromium, Zn = Zinc, Fe=Iron, Pb = Lead, Cu=Copper, Mn = Manganese, Se= Selenium, * = significant at 0.05.
Pairwise correlations among polyphenolic compounds and dpph in cowpea inbred lines under non-stress (below diagonal) and stress (above diagonal) conditions.
| dba | caf | chl | gal | syr | Pca | van | que | rut | dpph | |
|---|---|---|---|---|---|---|---|---|---|---|
| Dba | 1.0000* | 1.0000* | 1.0000* | 1.0000* | 1.0000* | 1.0000* | -0.056 | -0.013 | -0.023 | |
| Caf | 1.0000* | - | 1.0000* | 1.0000* | 1.0000* | 1.0000* | 1.0000* | -0.056 | -0.013 | -0.023 |
| Chl | 1.0000* | 1.0000* | - | 1.0000* | 1.0000* | 1.0000* | 1.0000* | -0.056 | -0.013 | -0.023 |
| Gal | 1.0000* | 1.0000* | 1.0000* | - | 1.0000* | 1.0000* | 1.0000* | -0.056 | -0.013 | -0.023 |
| Syr | 1.0000* | 1.0000* | 1.0000* | 1.0000* | - | 1.0000* | 1.0000* | -0.056 | -0.013 | -0.023 |
| Pca | 1.0000* | 1.0000* | 1.0000* | 1.0000* | 1.0000* | - | 1.0000* | -0.056 | -0.013 | -0.023 |
| Van | 1.0000* | 1.0000* | 1.0000* | 1.0000* | 1.0000* | 1.0000* | - | -0.056 | -0.013 | -0.023 |
| Que | 0.1206 | 0.1206 | 0.1206 | 0.1206 | 0.1206 | 0.1206 | 0.1206 | - | 0.9764* | -0.5636* |
| Rut | 0.1555 | 0.1555 | 0.1555 | 0.1554 | 0.1555 | 0.1555 | 0.1555 | 0.9886* | - | -0.5888* |
| Dpph | 0.1773 | 0.1773 | 0.1773 | 0.1772 | 0.1773 | 0.1773 | 0.1773 | -0.06 | -0.086 | - |
* = significant at 5% level, dba = 2, 5-dihroxybenzoic acid, caf = caffeic acid, gal = gallic acid, chl = chlorogenic acid, pca = p-coumeric acid, syr = syringic acid, van = vanilic acid, que = quercetin, rut = rutin.
Significant associations between yield component, crude protein, mineral elements, polyphenolic compounds and yield components among cowpea inbred lines under stress conditions.
| P | CP | K | Cr | Fe | Cu | |
|---|---|---|---|---|---|---|
| lse | 0.4488* | |||||
| gly | 0.4299* | 0.4514* | ||||
| glu | 0.5436** | 0.4941** | ||||
| lly | 0.5057** | 0.5099** | ||||
| lmh | 0.4699* | |||||
| dla | -0.5581* |
* = significant at 5% level, ** = significant at 1% level, P=Phosphorus, CP = Crude protein, Mg = Magnesium K=Potassium, Cr=Chromium, Fe=Iron, Pb = Lead, Cu=Copper, glu = Glutamine, lly = L-lysine, dla = DL-Alpha-Alanine, lse = L-Serine, gly = Glycine, lmh = L-Methionine.
Significant associations between yield component, crude protein, mineral elements, polyphenolic compounds and yield components among cowpea inbred lines under non-stress condition.
| CP | Mg | K | Zn | Dpph | |
|---|---|---|---|---|---|
| glu | 0.6093** | ||||
| dpl | 0.5397** | -0.4421* | |||
| lva | 0.5538** | ||||
| lty | 0.6014** | ||||
| thp | 0.4215* | -0.4584* | |||
| ltp | 0.5067** | ||||
| que | 0.4315* | ||||
| rut | 0.4402* | ||||
| lly | -0.4521* | -0.4799* | |||
| lmh | -0.4762* | ||||
| bth | -0.4150* | ||||
| lth | -0.4310* | ||||
| lhs | -0.5393** | ||||
| lse | -0.6095** |
* = significant at 5%, ** = significant at 1%, P=Phosphorus, CP = Crude protein, Mg = Magnesium, K=Potassium, Zn = Zinc, glu = Glutamine, lly = L-lysine, lhs = L-histidine, lse = L-Serine, bth = B-Threonine, lth = L-Threonine, dpl = D-Proline, lva = L-Valine, lmh = L-Methionine, lty = L-Tyrosine, thp = Trans-4-Hydroxy-L-Proline, ltp = L-Tryptophan.
Principal component analysis of crude protein and mineral elements.
| Variable | Eigenvectors | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Non-stress | Stress | |||||||||
| PC1 | PC2 | PC3 | PC4 | PC5 | PC1 | PC2 | PC3 | PC4 | PC5 | |
| CP | -0.02 | 0.44 | 0.09 | 0.61 | 0.20 | 0.45 | -0.06 | -0.28 | -0.24 | |
| Mg | 0.55 | -0.08 | -0.11 | 0.13 | 0.27 | 0.51 | 0.25 | -0.16 | 0.10 | 0.34 |
| K | 0.51 | 0.04 | -0.12 | 0.36 | 0.44 | 0.35 | -0.32 | -0.03 | 0.08 | |
| Cr | 0.41 | -0.11 | -0.33 | -0.17 | -0.04 | 0.22 | 0.48 | -0.47 | 0.55 | |
| Zn | 0.27 | 0.48 | 0.30 | -0.16 | -0.22 | 0.43 | -0.32 | -0.21 | 0.12 | -0.06 |
| Fe | 0.34 | -0.10 | 0.51 | 0.24 | -0.27 | 0.38 | -0.36 | 0.34 | 0.01 | 0.06 |
| Pb | 0.11 | -0.13 | -0.52 | 0.65 | -0.05 | -0.31 | 0.13 | -0.37 | 0.41 | 0.31 |
| Cu | 0.17 | 0.52 | 0.16 | 0.51 | 0.12 | -0.02 | -0.43 | -0.29 | -0.14 | 0.59 |
| Mn | . | . | . | . | -0.09 | 0.36 | 0.26 | 0.52 | 0.24 | |
| Se | -0.21 | 0.52 | -0.19 | -0.09 | 0.51 | 0.26 | -0.08 | 0.45 | 0.46 | -0.02 |
| Eigenvalue | 2.44 | 1.67 | 1.47 | 0.96 | 0.79 | 2.48 | 2.12 | 1.56 | 1.06 | 0.78 |
| Difference | 0.77 | 0.20 | 0.52 | 0.16 | 0.21 | 0.36 | 0.56 | 0.50 | 0.28 | 0.14 |
| Proportion | 27.12 | 18.57 | 16.36 | 10.64 | 8.82 | 24.83 | 21.18 | 15.61 | 10.62 | 7.84 |
| Cumulative | 27.12 | 45.69 | 62.05 | 72.69 | 81.51 | 24.83 | 46.01 | 61.62 | 72.24 | 80.08 |
P=Phosphorus, CP=Crude protein, Mg=Magnesium, K=Potassium, Cr=Chromium, Zn=Zinc, Fe=Iron, Pb=Lead, Cu=Copper, Mn=Manganese, Se= Selenium.
Principal component analysis of polyphenolic compounds concentration evaluated under non-stress and stress conditions.
| Variable | Eigenvectors | |||||||
|---|---|---|---|---|---|---|---|---|
| Non-stress | Stress | |||||||
| PC1 | PC2 | PC3 | PC4 | PC1 | PC2 | PC3 | PC4 | |
| dba | 0.38 | -0.03 | -0.03 | 0.00 | 0.38 | 0.00 | 0.01 | 0.00 |
| caf | 0.38 | -0.03 | -0.03 | 0.00 | 0.38 | 0.00 | 0.01 | 0.00 |
| chl | 0.38 | -0.03 | -0.03 | 0.00 | 0.38 | 0.00 | 0.01 | 0.00 |
| gal | 0.38 | -0.03 | -0.03 | 0.00 | 0.38 | 0.00 | 0.01 | 0.00 |
| syr | 0.38 | -0.03 | -0.03 | 0.00 | 0.38 | 0.00 | 0.01 | 0.00 |
| pca | 0.38 | -0.03 | -0.03 | 0.00 | 0.38 | 0.00 | 0.01 | 0.00 |
| van | 0.38 | -0.03 | -0.03 | 0.00 | 0.38 | 0.00 | 0.01 | 0.00 |
| que | 0.06 | 0.70 | 0.12 | 0.70 | -0.02 | 0.61 | 0.38 | -0.70 |
| rut | 0.08 | 0.70 | 0.08 | -0.71 | -0.01 | 0.62 | 0.33 | 0.72 |
| dpph | 0.07 | -0.15 | 0.99 | -0.02 | -0.03 | -0.50 | 0.86 | 0.04 |
| Eigenvalue | 7.09 | 1.96 | 0.94 | 0.01 | 7.01 | 2.46 | 0.51 | 0.02 |
| Difference | 5.13 | 1.01 | 0.93 | 0.01 | 4.54 | 1.96 | 0.48 | 0.02 |
| Proportion | 70.87 | 19.58 | 9.44 | 0.10 | 70.08 | 24.65 | 5.05 | 0.22 |
| Cumulative | 70.87 | 90.46 | 99.90 | 100.00 | 70.08 | 94.73 | 99.78 | 100.00 |
dba = 2, 5-dihroxybenzoic acid, caf = caffeic acid, gal = gallic acid, chl = chlorogenic acid, pca = p-coumeric acid, syr = syringic acid, van = vanilic acid, que = quercetin, rut = rutin.