| Literature DB >> 33785769 |
Arie Y Curzon1,2, Chandrasekhar Kottakota1, Kamal Nashef1, Shahal Abbo2, David J Bonfil3, Ram Reifen4, Shimrit Bar-El4, On Rabinovich5, Asaf Avneri2, Roi Ben-David6.
Abstract
The riEntities:
Year: 2021 PMID: 33785769 PMCID: PMC8010017 DOI: 10.1038/s41598-021-86276-1
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Figure 1Days to heading of photoperiod-sensitive and insensitive genotypes sown on different dates. Mean (± SE) days to heading of two groups photoperiod-sensitive (PS, blue line, carrying the PPD-D1b allele, Supplementary Table S2) and photoperiod-insensitive (PIS, red line, carrying the PPD-D1a allele, Table S2) for early—8/11/15, intermediate—23/11/15 and late -12/12/15 sowing dates.
Mean data from the 20 lines grown in replicates experiment 2016–17 Bet-Dagan, Israel.
| Line | Gene bank ID | DH | Yield (g)/0.25m2 | DM (g)/0.25m2 | HI | TKW(g) | Hull (%) | SC | GS | PH (cm) | SW (cm) |
|---|---|---|---|---|---|---|---|---|---|---|---|
| – | CGN06533 | 145 | 55 | 479 | 0.23 | 35.5 | 9.4 | 1.60 | 2.7 | 140 | 2.8 |
| – | CGN08306 | 139 | 88 | 655 | 0.29 | 55.4 | 0.2 | 2.10 | 2.2 | 149 | 4.5 |
| TAS03 | – | 103 | 99 | 373 | 0.44 | 61.7 | 0.4 | 1.40 | 2.3 | 111 | 4.6 |
| – | CGN08295 | 152 | 54 | 579 | 0.22 | 39 | 61.3 | 1.60 | 2.7 | 140 | 3.1 |
| TAS06 | – | 148 | 38 | 368 | 0.23 | 41 | 50.7 | 1.60 | 2.8 | 134 | 3 |
| Tomarense | PI 608792 | 141 | 95 | 852 | 0.25 | 53.1 | 0.7 | 1.40 | 2.2 | 157 | 4.5 |
| 69Z5.142 | PI 355661 | 148 | 53 | 450 | 0.26 | 40.6 | 37 | 1.50 | 2.6 | 142 | 3.4 |
| 109 | PI 225295 | 147 | 87 | 756 | 0.25 | 43.1 | 2.5 | 1.40 | 2.1 | 161 | 3.8 |
| 1772–14,038 | PI 191617 | 148 | 43 | 418 | 0.23 | 37.7 | 51.2 | 1.60 | 2.7 | 134 | 3.4 |
| 1755 | PI 378480 | 150 | 88 | 820 | 0.24 | 48.2 | 26.5 | 1.50 | 2.5 | 175 | 4.4 |
| 1152 | PI 367203 | 120 | 124 | 678 | 0.35 | 49.3 | 4 | 1.70 | 2.3 | 140 | 3.3 |
| Rojo | PI 191100 | 152 | 64 | 598 | 0.23 | 46.7 | 36.9 | 1.60 | 2.3 | 165 | 4.3 |
| White Spring | PI 168682 | 150 | 62 | 629 | 0.23 | 39.2 | 59.3 | 1.70 | 2.6 | 136 | 3.3 |
| 2670 | PI 190962 | 151 | 45 | 402 | 0.24 | 36.1 | 62.4 | 1.60 | 2.8 | 127 | 3 |
| Canadian | – | 151 | 59 | 545 | 0.24 | 34 | 43.6 | 1.60 | 2.3 | 117 | 3.7 |
| Oren | – | 166 | 27 | 357 | 0.18 | 31.7 | 42.1 | 1.60 | 2.5 | 108 | 3.4 |
| – | CGN08309 | 149 | 30 | 336 | 0.19 | 33.8 | 70.6 | 1.60 | 2.6 | 148 | 3 |
| Saharense | – | 109 | 96 | 491 | 0.37 | 47.5 | 5.3 | 1.90 | 2.0 | 136 | 4.4 |
| Shefa | – | 110 | 85 | 275 | 0.48 | 43.5 | 0.5 | 2.00 | 1.9 | 84 | 4.5 |
| Ruta | – | 113 | 103 | 355 | 0.47 | 37.1 | 0.6 | 2.1 | 1.9 | 98 | 5 |
| S.E | 0.4 | 9.4 | 63.06 | 0.01 | 1.7 | 2.5 | 0.3 | 0.01 | 4.5 | 0.2 | |
| R square | 1 | 0.75 | 0.71 | 0.91 | 0.88 | 0.97 | 0.44 | 0.52 | 0.89 | 0.8 | |
| Prob > F | < 0.001 | < 0.001 | < 0.001 | < 0.001 | < 0.001 | < 0.001 | 0.01 | < 0.001 | < 0.001 | < 0.001 | |
| F Ratio | 1666 | 8.44 | 7.21 | 34 | 23 | 103 | 2.16 | 322 | 24 | 12 | |
| MS | 1272 | 3010 | 114,795 | 0.02 | 254 | 2656 | 0.68 | 22 | 1960 | 1.85 | |
| SS | 24,169 | 57,185 | 2,181,107 | 0.62 | 4830 | 50,469 | 13 | 416 | 37,236 | 35 | |
| DF | 19 | 19 | 19 | 19 | 19 | 19 | 19 | 19 | 19 | 19 |
Days to heading (DH), Yield (g), Dry matter (DM), harvest index (HI), thousand kernel weight (TKW), weight percentage of hulled seeds (Hull (%), spike compactness (SC), grain shape (GS), plant height (PH), stem width (SW).—: unknown.
Figure 2Principal Coordinate analysis of 26 lines Genotyped by 83 KASP markers representing the AABB genome. Panel of 24 spelt lines and two bread wheat cultivars (see supplementary S1 labelled as star mark). Modern bread wheat (blue triangle) Free-threshing spelt (green rectangle) Hulled spelt (filled circle). GenAlEx 6.503[47] was used to calculate binary genetic distances between genotypes. Principal coordinate analysis (PCoA) was used to illustrate genetic distances.
Pearson correlation matrix of phenotypic and yield components measured in a block design experiment 2016–17.
| DH | Yield (g) | DM (g) | HI | TKW (g) | Hull (%) | SC | GS | Plant height (cm) | SW (cm) | |
|---|---|---|---|---|---|---|---|---|---|---|
| DH | # | |||||||||
| Yield | − 0.74***a | # | ||||||||
| DM | 0.22 | 0.44 | # | |||||||
| HI | − 0.94*** | 0.70*** | − 0.29 | # | ||||||
| TKW | − 0.54* | 0.71*** | 0.41 | 0.43 | # | |||||
| Hull (%) | 0.69*** | − 0.83*** | − 0.24 | − 0.68*** | − 0.63*** | # | ||||
| SC | − 0.49* | 0.23 | − 0.3 | 0.62*** | 0.00 | − 0.33 | # | |||
| GS | 0.69*** | − 0.75*** | − 0.11 | − 0.74*** | − 0.41 | 0.77*** | − 0.56** | # | ||
| Plant height | 0.40 | 0.05 | 0.74*** | − 0.56*** | 0.32 | 0.08 | − 0.62*** | 0.27 | # | |
| SW | − 0.60** | 0.69*** | 0.17 | 0.67*** | 0.60*** | − 0.69*** | 0.37 | − 0.83*** | − 0.11 | # |
Days to heading (DH), Yield (g), Dry matter (DM), harvest index (HI), Thousand kernel weight (TKW), weight percentage of hulled seeds (Hull %), Spike compactness (SC), Grain shape (GS), Plant height (PH), Stem width (SW). a Confidence interval is marked * < 0.05 ** < 0.01 *** < 0.001.
Figure 3Spike morphology and threshing characteristics of (A) Bread wheat, complete spike (upper), threshed spike (middle) and rachis (highlighted red colour square) (B) Spelt complete spike (upper), threshed spike (middle) and Rachis (highlighted red colour square) and (C) Spelt hullness 1772–14308 (PI 191617) around 99% hullness (upper), Rojo (PI 191100) around 40% hullness (middle), Tomarense (PI 608792) free threshing (lower).
Figure 4Principal components analysis of agronomic traits and mineral concentration of 20 lines grown under field conditions. Biplot vectors are trait factor loadings for PC1 and PC2. (a) Agronomic traits of Stem width (SW), Spike compactness (SC), Grain shape (GS), Thousand-kernel weight (TKW), Hull (%), grain yield (GY), Harvest index (HI) (b) Mineral concentration in ppm of Barium (Ba), Boron (B), Calcium (Ca), Iron (Fe), Phosphorus (P), Sodium (Na), Sulphur (S), Zinc (Zn) and Grain protein concentration (GPC). (blue triangle) modern bread wheat (green rectangle) free-threshing spelt (filled cirecle) hulled spelt.
Pearson correlation conflict of mean GMCa, GPC (%), Yield (gr), GS, TKW (gm) measured in a block design experiment 2016–17.
| B | Ba | Cu | Fe | K | Mg | Na | P | S | Si | Zn | GPC | Yield | GS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| B | # | |||||||||||||
| Ba | − 0.71***a | # | ||||||||||||
| Cu | 0.84*** | − 0.69*** | # | |||||||||||
| Fe | 0.51* | − 0.36 | 0.52** | # | ||||||||||
| K | 0.83*** | − 0.59*** | 0.67*** | 0.57*** | # | |||||||||
| Mg | 0.82*** | − 0.72*** | 0.81*** | 0.69*** | 0.82*** | # | ||||||||
| Na | − 0.14 | 0.11 | − 0.18 | − 0.47* | − 0.08 | − 0.24 | # | |||||||
| P | 0.86*** | − 0.74*** | 0.83*** | 0.68*** | 0.88*** | 0.98*** | − 0.20 | # | ||||||
| S | 0.69*** | − 0.45* | 0.77*** | 0.76*** | 0.66*** | 0.79*** | − 0.37 | 0.84*** | # | |||||
| Si | 0.58** | − 0.57** | 0.65** | 0.70*** | 0.50* | 0.72*** | − 0.49* | 0.67** | 0.60** | # | ||||
| Zn | 0.21 | − 0.13 | 0.24 | 0.73*** | 0.23 | 0.35 | − 0.26 | 0.37 | 0.64*** | 0.24 | # | |||
| GPC | 0.84*** | − 0.61*** | 0.83*** | 0.64*** | 0.74*** | 0.83*** | − 0.27 | 0.90*** | 0.90*** | 0.60** | 0.42 | # | ||
| Yield | − 0.80*** | 0.65*** | − 0.68*** | − 0.24 | − 0.68*** | − 0.63*** | − 0.02 | − 0.69*** | − 0.54* | − 0.33 | − 0.08 | − 0.71*** | # | |
| GS | 0.59** | − 0.63*** | 0.62*** | 0.23 | 0.72*** | 0.72*** | 0.02 | 0.73*** | 0.48* | 0.46* | − 0.08 | 0.58*** | − 0.75*** | # |
| TKW | − 0.69*** | 0.51* | − 0.44 | − 0.19 | − 0.57** | − 0.43 | − 0.14 | − 0.47* | − 0.23 | − 0.23 | 0.07 | − 0.50* | 0.71*** | − 0.41 |
aGMC: Grain mineral concentration of elements (ppm): Barium (Ba), Boron (B), Copper (Cu), Iron (Fe), Magnesium (Mg), Phosphorus (P), Potassium (K), Silicon (Si), Sodium (Na), Sulphur (S), Zinc (Zn), Grain protein concentration (GPC), Yield (g), and Grain size (GS).
bConfidence interval is marked * < 0.05 ** < 0.01 *** < 0.001.
Figure 5Grain Mineral Concentration and Grain Protein Content compared to Grain Yield. Mean values of Zn, Fe and protein concentration plotted against yield of the 20-line block design (n = 4) experiment (Panel: P4). Mineral concentration (ppm) by inductively-coupled plasma mass spectrometry. Modern bread wheat (blue triangle) Free-threshing spelt (green rectanagle) Hulled spelt (filled circle). The samples marked in blue line circles show high yield and exceptionally high concentrations of Zn and Fe and high GPC values. Tomarense and 109 (Free threshing) showed high values for all three parameters. 1755 (Hulled) did not show an exceptionally high concentration for Zn.