| Literature DB >> 33270707 |
Daniel Nyadanu1, Samuel Tetteh Lowor1, Abraham Akpertey1, Dèdéou Apocalypse Tchokponhoué2, Prince Pobee1, Jerome Agbesi Dogbatse1, Daniel Okyere3, Frederick Amon-Armah1, Micheal Brako-Marfo1.
Abstract
Cola nitida known as Kola serves as flavouring ingredient in the food industry and is also of great importance during traditional rites in Africa. Despite the well-known pharmaceutical values of the species, efforts to develop improved varieties with enhanced nutraceutical quality is limited due to unavailability of information on variation of genotypes in bioactive compounds in the nuts. The objectives of this research were to evaluate 25 genotypes of kola for bioactive contents, determine relationship between nutritional and phenolic traits and to identify kola genotypes with good nutraceutical quality for use in developing improved varieties. The kola genotypes were established in the field using a randomized complete block design with three replicates. Nuts harvested from the blocks, were bulked and used to quantify soluble and insoluble sugars, total protein, moisture, ash, fats, pH, polyphenols, tannins and flavonoids using completely randomized design with three replicates in the laboratory. Data were analysed by combining Analysis of Variance, Kruskal-Wallis test, correlation test and multivariate analysis. Significant variations (P < 0.05) were observed among the kola genotypes for the bioactive traits evaluated. Phenolic traits were more heritable than nutritional traits. Although not significant (P > 0.05), correlation between nutritional and phenolic traits was negative, whereas correlations among nutritional traits were weak. On the contrary, significant and positive correlations (P < 0.05) were observed among phenolic traits. The hierarchical clustering analysis based on the traits evaluated grouped the 25 genotypes of kola evaluated into four clusters. Genotypes A12, JB4, JB19, JB36, P2-1b, and P2-1c were identified as potential parental lines for phenolic traits selection in kola whereas genotypes A10, Club, Atta1 and JB10 can be considered for soluble and insoluble sugar-rich variety development. These findings represent an important step towards improving nutritional and nutraceutical quality of kola nuts.Entities:
Year: 2020 PMID: 33270707 PMCID: PMC7714174 DOI: 10.1371/journal.pone.0242972
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Kola genotypes evaluated showing their sources and pod and nut yield.
| Genotype | Source | Pod yield (Kg. ha-1) | Nut weight (g) | Nut colour |
|---|---|---|---|---|
| A1 | Asikam, E/R | 597 | 2,272 | white |
| A10 | Asikam, E/R | 355 | 1,753 | white |
| Asikam, E/R | 252 | 1,158 | red | |
| Asikam, E/R | 690 | 2,431 | white | |
| Asikam, E/R | 967 | 1,757 | white | |
| Asikam, E/R | 1,055 | 2,529 | white | |
| Tafo, E/R | 41 | 752 | white | |
| Tafo, E/R | 270 | 1,452 | white | |
| Juaben, A/R | 1,225 | 3,569 | white | |
| Juaben, A/R | 705 | 2,173 | red | |
| Juaben, A/R | 489 | 2,200 | white | |
| Juaben, A/R | 445 | 1,445 | pink | |
| Juaben, A/R | 1,238 | 3,402 | red | |
| Juaben, A/R | 834 | 2,973 | red | |
| Juaben, A/R | 352 | 1,231 | red | |
| Juaben, A/R | 399 | 1,805 | red | |
| Juaben, A/R | 276 | 2,595 | red | |
| Juaben, A/R | 952 | 2,292 | red, pink and white | |
| Juaben, A/R | 441 | 1,383 | red | |
| Juaben, A/R | 1,065 | 1,601 | red | |
| Juaben, A/R | 146 | 912 | red | |
| Juaben, A/R | 274 | 2,710 | White (big nuts) | |
| Juaben, A/R | 465 | 2,122 | red | |
| Kade Okumani, E/R | 674 | 2,048 | red, pink, white | |
| Kade Okumani, E/R | 768 | 1,958 | red, pink, white |
Source: Cocoa Research Institude of Ghana Annual report [47].
* Eastern region.
Ashanti region.
Fig 1Weather data of Tafo in 2018 (A) and 2019 (B) season, the period in which the study was carried out.
Physicochemical properties of the soil on which the plants are grown.
| Depth (cm) | ||
|---|---|---|
| Property | 0–15 | 15–30 |
| 5.59 | 5.75 | |
| 0.96 | 0.81 | |
| 0.11 | 0.09 | |
| 24.98 | 20.49 | |
| 0.06 | 0.04 | |
| 1.05 | 0.73 | |
| 3.03 | 2.39 | |
| 2.18 | 2.1 | |
| 72.04 | 72.44 | |
| 14.8 | 14.8 | |
| 13.16 | 12.76 | |
| Sandy loam | Sandy loam | |
Summary of descriptive statistics characterizing the 25 kola genotypes.
| Variable | Min | Max | Mean | Range | Std Dev | CV | Skewness | Kurtosis |
|---|---|---|---|---|---|---|---|---|
| 0.30 | 4.25 | 2.66 | 3.95 | 0.56 | 20.95 | -1.35 | 7.74 | |
| 0.15 | 0.79 | 0.47 | 0.69 | 0.15 | 31.43 | -0.02 | -0.27 | |
| 48.17 | 68.06 | 58.76 | 19.89 | 4.50 | 7.66 | -0.30 | -0.40 | |
| 16.95 | 73.00 | 41.79 | 56.05 | 11.44 | 27.37 | 0.42 | 0.08 | |
| 2.50 | 11.06 | 5.06 | 8.56 | 1.99 | 39.25 | 1.09 | 0.77 | |
| 1.12 | 6.52 | 3.24 | 5.40 | 1.26 | 38.93 | 0.76 | 0.02 | |
| 5.65 | 6.88 | 5.97 | 1.23 | 0.18 | 3.06 | 3.19 | 14.61 | |
| 22.30 | 66.1 | 38.46 | 43.8 | 9.85 | 25.61 | 0.49 | 0.15 | |
| 3.06 | 13.52 | 7.33 | 10.46 | 2.98 | 40.57 | 0.39 | -0.99 | |
| 17.85 | 72.51 | 44.1 | 54.66 | 16.16 | 36.64 | 0.21 | -1.24 |
Min = Minimum, Max = Maximum, Std Dev = Standard deviation, CV = Coefficient of variation.
Fig 2Variation in nutritional and phenolic traits among the 25 kola genotypes.
Variance components and estimates of genetic parameters for the ten bioactive compounds.
Please refer to Eqs 3–11 for the definition of the genetic parameters.
| Trait | δ2e | δ2g | δ2p | PCV% | GCV% | H2 (%) | G.G. | G.G. (%) |
|---|---|---|---|---|---|---|---|---|
| 0.19 | 0.118 | 0.308 | 20.84 | 12.89 | 38.31 | 0.44 | 16.45 | |
| 0.005 | 0.02 | 0.022 | 47.05 | 30.06 | 90.9 | 0.28 | 59.09 | |
| 3.44 | 17.33 | 20.77 | 7.76 | 7.08 | 83.44 | 7.83 | 13.32 | |
| 28.37 | 105.83 | 134.2 | 27.72 | 24.62 | 78.86 | 18.82 | 45.03 | |
| 0.92 | 3.11 | 4.03 | 39.68 | 63.28 | 77.15 | 3.205 | 63.34 | |
| 0.06 | 1.58 | 1.64 | 39.47 | 38.77 | 96.52 | 2.54 | 78.36 | |
| 0.016 | 0.019 | 0.036 | 3.18 | 2.37 | 55.43 | 0.22 | 3.62 | |
| 1.48 | 98.175 | 99.66 | 25.96 | 25.76 | 98.51 | 20.26 | 52.68 | |
| 0.6 | 8.49 | 9.09 | 41.11 | 39.72 | 93.36 | 0.58 | 7.91 | |
| 16.26 | 251.41 | 267.67 | 37.09 | 35.95 | 93.93 | 31.66 | 71.79 |
Correlation matrix among the 10 bio-compound traits measured on 25 kola genotypes.
| X | 0.60 | 0.35 | 0.85 | 0.73 | 0.67 | 0.41 | 0.1 | 0.65 | ||
| -0.11 | X | 0.82 | 0.54 | 0.87 | 0.24 | 0.88 | 0.13 | |||
| X | 0.64 | 0.63 | 0.87 | 0.99 | 0.83 | |||||
| X | 0.74 | 0.81 | 0.72 | 0.14 | 0.52 | 0.25 | ||||
| -0.07 | -0.09 | X | 0.99 | 0.86 | 0.6 | 0.15 | ||||
| -0.42 | -0.12 | -0.05 | X | 0.53 | 0.06 | 0.05 | 0.29 | |||
| -0.03 | -0.03 | -0.07 | -0.03 | -0.13 | X | 0.07 | 0.20 | 0.34 | ||
| -0.17 | -0.001 | -0.11 | -0.36 | X | 0.26 | |||||
| -0.27 | -0.29 | -0.26 | X | |||||||
| -0.09 | -0.30 | -0.52 | -0.23 | -0.34 | -0.23 | -0.41 | X |
SS = Soluble sugars; IS = Insoluble sugars. Values at the lower diagonal represent coefficients of correlation calculated using the Pearson or Spearman methods (positive correlations are in bold). Values at the upper diagonal are probability values of the correlation test between paired variables (values in bold in the upper diagonal indicate significance at α = 5%).
Fig 3Correlation circle (A), factor map (B) and dendrogramm illustrating the grouping of kola genotypes into clusters.
Fig 4Comparison of performance of the clusters using six characteristic variables.
Nutritional traits are in blue (A, B, C) and phenolic traits are in yellow (D, E, F).