| Literature DB >> 32584908 |
Yumin Yang1,2,3, Hongshen Wan3,4, Fan Yang1, Chun Xiao2, Jun Li3,4, Meijin Ye1, Chunxiu Chen2, Guangmin Deng2, Qin Wang3,4, Aili Li5, Long Mao5, Wuyun Yang3,4, Yonghong Zhou1.
Abstract
Strong early vigour plays a crucial role in wheat yield improvement by enhancing resource utilization efficiency. Synthetic hexaploid wheat (SHW) combines the elite genes of tetraploid wheat with Aegilops tauschii and has been widely used in wheat genetic improvement for its abundant genetic variation. The two SHWs Syn79 and Syn80 were derived from the crossing of the same tetraploid wheat DOY1 with two different Ae. tauschii accessions, AT333 and AT428, respectively. The Syn80 possessed better early vigour traits than Syn79, theretically caused by their D genome from Ae. tauschii. To dissect their genetic basis in a hexaploid background, 203 recombinant inbred lines (RILs) derived from the cross of Syn79 x Syn80 were developed to detect quantitative trait loci (QTL) for four early biomass related traits: plant height (PH), tiller number (TN), shoot fresh weight (SFW) and shoot dry weight (SDW) per plant, under five different environmental conditions. Determined from the data of SNP markers, two genome regions on 1DS and 7D were stably associated with the four early biomass related traits showing pleiotropic effects. Four stable QTLs QPh.saas-1DS, QTn.saas-1DS, QSfw.saas-1DS and QSdw.saas-1DS explaining 7.92, 15.34, 9.64 and 10.15% of the phenotypic variation, respectively, were clustered in the region of 1DS from AX-94812958 to AX-110910133. Meanwhile, QPh.saas-7D, QTn.saas-7D, QSfw.saas-7D and QSdw.saas-7D were flanked by AX-109917900 and AX-110605376 on 7D, explaining 16.12, 24.35, 15.25 and 13.37% of the phenotypic variation on average, respectively. Moreover, these genomic QTLs on 1DS and 7D enhancing biomass in the parent Syn80 were from Ae. tauschii AT428. These findings suggest that these two QTLs from Ae. tauschii can be expressed stably in a hexaploid background at the jointing stage and be used for wheat improvement.Entities:
Year: 2020 PMID: 32584908 PMCID: PMC7316292 DOI: 10.1371/journal.pone.0234882
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Early growth of the two parents and their RILs in the jointing stage.
Chemical properties of soil in different field trials.
| Trials | pH | Organic matter (g/kg) | Total nitrogen (g/kg) | Total phosphorus (g/kg) | Total potassium (g/kg) | Available nitrogen (mg/kg) | Available phosphorus (mg/kg) | Available potassium (mg/kg) |
|---|---|---|---|---|---|---|---|---|
| 2017GHS | 6.84 | 31.9 | 1.99 | 0.723 | 16.25 | 165 | 6.9 | 90 |
| 2018GHS | 6.45 | 39.7 | 2.31 | 0.860 | 18.77 | 206 | 15.8 | 105 |
| 2019GHS | 6.71 | 28.9 | 2.03 | 0.674 | 19.00 | 183 | 11.0 | 96 |
| 2017CSS | 7.81 | 9.5 | 0.77 | 0.556 | 23.81 | 47 | 3.7 | 100 |
| 2018CSS | 8.24 | 15.7 | 1.23 | 0.328 | 22.90 | 97 | 2.9 | 137 |
The trials were performed in randomized complete blocks with three replicates. Each plot had five 1.5 m rows spaced 0.5 m apart. At the two-leaf stage, only ten evenly distributed plants in each row were retained for further growth. Field management consisted of commonly under-taken practices in wheat production.
Parental values, population distribution parameters, and heritability of the investigated traits.
| Trait | Environment | Parents | RILs | H2 | F-values from ANOVA | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| Syn79 | Syn80 | Mean±SD | CV(%) | Min-Max | (%) | Environment | Genotype | Environment×genotype | ||
| PH | 2017GHS | 31.87 | 48.64** | 38.43±5.98 | 15.56 | 27.00–59.20 | 43.27 | 1368.74** | 14.05** | 2.02** |
| (cm) | 2018GHS | 34.48 | 53.81** | 50.12±8.07 | 16.10 | 29.38–65.33 | ||||
| 2019GHS | 46.11 | 63.33** | 60.87±8.20 | 13.47 | 38.11–81.94 | |||||
| 2017CSS | 42.00 | 56.33** | 54.40±8.34 | 15.33 | 27.17–69.33 | |||||
| 2018CSS | 49.67 | 65.11** | 59.84±9.07 | 15.16 | 27.58–76.56 | |||||
| TN | 2017GHS | 5.60 | 12.53** | 10.01±2.58 | 25.77 | 4.50–17.90 | 43.11 | 780.24** | 14.32** | 2.05** |
| (No./plant) | 2018GHS | 8.17 | 16.67** | 15.05±3.92 | 26.05 | 6.00–23.00 | ||||
| 2019GHS | 10.00 | 15.78** | 14.23±3.73 | 26.21 | 5.78–21.67 | |||||
| 2017CSS | 7.00 | 12.00** | 9.22±2.58 | 27.98 | 2.00–15.00 | |||||
| 2018CSS | 8.33 | 13.22** | 11.16±3.31 | 29.66 | 2.33–18.33 | |||||
| SFW | 2017GHS | 17.09 | 73.72** | 48.25±25.60 | 53.06 | 7.02–136.54 | 40.20 | 144.40** | 14.05** | 2.16** |
| (g/plant) | 2018GHS | 21.79 | 70.78** | 60.92±29.91 | 49.10 | 7.30–156.94 | ||||
| 2019GHS | 29.40 | 78.37** | 64.94±29.89 | 46.03 | 10.97–169.70 | |||||
| 2017CSS | 26.58 | 82.57** | 52.69±25.50 | 48.40 | 3.59–132.55 | |||||
| 2018CSS | 36.89 | 96.08** | 75.44±39.27 | 52.05 | 4.72–158.86 | |||||
| SDW | 2017GHS | 2.85 | 10.22** | 6.64±3.34 | 50.30 | 1.04–16.19 | 39.20 | 161.47** | 84.08** | 6.60** |
| (g/plant) | 2018GHS | 3.43 | 10.24** | 8.35±3.58 | 42.87 | 1.04–20.54 | ||||
| 2019GHS | 4.63 | 11.87** | 8.96±4.31 | 48.10 | 1.43–17.80 | |||||
| 2017CSS | 4.43 | 11.45** | 7.25±3.28 | 45.24 | 0.46–18.13 | |||||
| 2018CSS | 5.59 | 13.98** | 10.18±4.95 | 48.62 | 0.69–20.57 | |||||
* And ** indicate significant differences at P = 0.05 and 0.01, respectively. PH: plant height, TN: tiller number, SFW: shoot fresh weight, SDW: shoot dry weight, SD: standard deviation, CV: the coefficient of variation, Max: maximum, Min: minimum, RILs: recombinant inbred lines, H2: broad sense heritability, ANOVA: analysis of variance.
Fig 2Distribution graph of the phenotypic data for plant height (PH), tiller number per plant (TN), shoot fresh weight (SFW) and shoot dry weight (SDW) under five different environments.
Correlation coefficients between the four traits in RILs in different trials.
| TN | SFW | SDW | |
|---|---|---|---|
| PH | 0.673** | 0.724** | 0.733** |
| 0.424** | 0.364** | 0.355** | |
| 0.683** | 0.784** | 0.808** | |
| 0.606** | 0.821** | 0.835** | |
| 0.612** | 0.791** | 0.791** | |
| TN | 0.708** | 0.711** | |
| 0.142* | 0.141* | ||
| 0.731** | 0.728** | ||
| 0.668** | 0.678** | ||
| 0.749** | 0.713** | ||
| SFW | 0.967** | ||
| 0.969** | |||
| 0.978** | |||
| 0.983** | |||
| 0.980** |
*And** indicate significance at P = 0.05 and 0.01 level, respectively. PH: plant height, TN: tiller number, SFW: shoot fresh weight, SDW: shoot dry weight.
SNP markers on the D genome.
| Parameter | 1D | 2D | 3D | 4D | 5D | 6D | 7D | Total |
|---|---|---|---|---|---|---|---|---|
| Total Makers | 370 | 634 | 536 | 265 | 550 | 428 | 697 | 3480 |
| Polymorphic markers | 30 | 20 | 8 | 21 | 25 | 15 | 34 | 153 |
| Polymorphism rate (%) | 8.11 | 3.15 | 1.49 | 7.92 | 4.55 | 3.50 | 4.88 | 4.40 |
| Map length (cM) | 127.58 | 69.22 | 21.35 | 145.52 | 135.72 | 89.95 | 214.50 | 803.84 |
| Distance between polymorphic markers (cM) | 4.25 | 3.46 | 2.67 | 6.93 | 5.43 | 6.00 | 6.31 | 5.25 |
Segregation distortion of SNP loci in RILs.
| Chromosome | Syn80-biased Locus | Unbiased Locus | Syn79-biased Locus | |||
|---|---|---|---|---|---|---|
| Number | Rate (%) | Number | Rate (%) | Number | Rate (%) | |
| 1D | 36.67 | 19 | 63.33 | 0 | 0.00 | |
| 2D | 70.00 | 5 | 25.00 | 1 | 5.00 | |
| 3D | 1 | 12.50 | 7 | 87.50 | 0 | 0.00 |
| 4D | 2 | 9.52 | 19 | 90.48 | 0 | 0.00 |
| 5D | 3 | 12.00 | 20 | 80.00 | 2 | 8.00 |
| 6D | 1 | 6.67 | 14 | 93.33 | 0 | 0.00 |
| 7D | 52.94 | 15 | 44.12 | 1 | 2.94 | |
| Total | 50 | 32.68 | 99 | 64.71 | 4 | 2.61 |
Underline means genetic regions with linked loci; Chi-squared tests were considered at the P = 0.05 level
QTLs for plant weight (PH), tiller number (TN), shoot fresh weight (SFW) and shoot dry weight (SDW) in the RILs.
| Traits | QTL | Environments | Peak position (cM) | Marker interval | Physical interval (Mb) | LOD | PVE (%) | ADD |
|---|---|---|---|---|---|---|---|---|
| PH | 2017GHS | 1DS:34 | 8.97–11.57 | 4.87 | 9.17 | -1.93 | ||
| 2018GHS | 1DS:34 | 8.97–11.57 | 4.49 | 8.15 | -2.58 | |||
| 2019GHS | 1DS:34 | 8.97–11.57 | 4.86 | 6.91 | -2.31 | |||
| 2017CSS | 1DS:40 | 8.97–21.51 | 2.90 | 7.71 | -2.92 | |||
| 2018CSS | 1DS:39 | 8.97–21.51 | 2.90 | 7.68 | -2.60 | |||
| 2017GHS | 7D:90 | 324.36–557.58 | 7.81 | 14.64 | -2.51 | |||
| 2018GHS | 7D:91 | 549.19–557.58 | 6.87 | 12.86 | -3.33 | |||
| 2019GHS | 7D:91 | 549.19–557.58 | 20.16 | 34.33 | -5.35 | |||
| 2017CSS | 7D:90 | 324.36–557.58 | 4.08 | 9.00 | -2.75 | |||
| 2018CSS | 7D:91 | 549.19–557.58 | 5.98 | 9.77 | -3.31 | |||
| TN | 2017GHS | 1DS:33 | 8.97–11.57 | 3.36 | 6.32 | -0.73 | ||
| 2018GHS | 1DS:37 | 8.97–21.51 | 8.82 | 16.34 | -1.82 | |||
| 2019GHS | 1DS:34 | 8.97–11.57 | 12.39 | 15.54 | -1.54 | |||
| 2017CSS | 1DS:38 | 8.97–21.51 | 10.26 | 19.55 | -1.32 | |||
| 2018CSS | 1DS:35 | 8.97–21.51 | 12.93 | 18.93 | -1.42 | |||
| 2017GHS | 7D:91 | 549.19–557.58 | 8.38 | 16.68 | -1.24 | |||
| 2018GHS | 7D:91 | 549.19–557.58 | 12.29 | 18.88 | -2.12 | |||
| 2019GHS | 7D:91 | 549.19–557.58 | 26.15 | 38.25 | -2.52 | |||
| 2017CSS | 7D:91 | 549.19–557.58 | 13.51 | 19.27 | -1.46 | |||
| 2018CSS | 7D:91 | 549.19–557.58 | 19.48 | 28.66 | -1.86 | |||
| SFW | 2017GHS | 1DS:33 | 8.97–11.57 | 3.70 | 7.51 | -8.98 | ||
| 2018GHS | 1DS:34 | 8.97–11.57 | 6.40 | 11.31 | -11.17 | |||
| 2019GHS | 1DS:36 | 8.97–21.51 | 7.23 | 12.63 | -10.11 | |||
| 2017CSS | 1DS:42 | 8.97–21.51 | 2.96 | 8.03 | -8.26 | |||
| 2018CSS | 1DS:36 | 8.97–21.51 | 4.27 | 8.71 | -10.30 | |||
| 2017GHS | 7D:91 | 549.19–557.58 | 4.83 | 9.13 | -10.13 | |||
| 2018GHS | 7D:91 | 549.19–557.58 | 9.07 | 16.25 | -13.70 | |||
| 2019GHS | 7D: 91 | 549.19–557.58 | 15.97 | 26.61 | -15.88 | |||
| 2017CSS | 7D: 91 | 549.19–557.58 | 6.03 | 10.17 | -10.93 | |||
| 2018CSS | 7D:91 | 549.19–557.58 | 7.66 | 14.08 | -14.22 | |||
| SDW | 2017GHS | 1DS:40 | 8.97–21.51 | 4.35 | 10.59 | -1.39 | ||
| 2018GHS | 1DS:34 | 8.97–11.57 | 6.93 | 12.28 | -1.53 | |||
| 2019GHS | 1DS:36 | 8.97–21.51 | 6.98 | 12.84 | -1.40 | |||
| 2017CSS | 1DS:40 | 8.97–21.51 | 2.73 | 7.24 | -1.02 | |||
| 2018CSS | 1DS:35 | 8.97–21.51 | 3.93 | 7.79 | -1.28 | |||
| 2017GHS | 7D:89 | 324.36–557.58 | 4.40 | 6.53 | -1.22 | |||
| 2018GHS | 7D:91 | 549.19–557.58 | 8.24 | 14.81 | -1.71 | |||
| 2019GHS | 7D:91 | 549.19–557.58 | 13.10 | 22.20 | -2.00 | |||
| 2017CSS | 7D:91 | 549.19–557.58 | 5.77 | 10.09 | -1.38 | |||
| 2018CSS | 7D:91 | 549.19–557.58 | 6.88 | 13.24 | -1.76 |
a, b, c, d, e, f indicate the Chi-square value = 38.506 (P<0.001), 57.346 (P<0.001), 6.821 (P<0.01), 76.722 (P<0.001), 79.258 (P<0.001) and 82.713 (P<0.001) for segregation distortion at these markers, respectively.
¶Additive effect. Positive, negative mean Syn79, Syn80 alleles produced larger values, respectively. PH: plant height, TN: tiller number, SFW; shoot fresh weight, SDW: shoot dry weight
Fig 3QTLs for plant height (PH), tiller number (TN), shoot fresh weight (SFW) and shoot dry weight (SDW) detected on 1D and 7D in five separate trials.