Table 3. Significant marker-trait associations detected under well-watered and drought stress conditions in the vegetative stage experiments for barley genotypes.
Trait | Marker | Chr | Pos | LOD | FDR | Expl. Gen. Variance | Allele 1 | Allele 2 | WW Allele 1 | WW Allele 2 | DS Allele 1 | DS Allele 2 | h2 | h2se |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
DM | BOPA1_3689–1101 | 1H | 48.94 | 7.73 | 2.72E-05 | 54.03 | 0.51 | 0.87 | 0.67 | 0.96 | 0.34 | 0.77 | 0.00 | 0.00 |
Sum | 54.03 | |||||||||||||
DMLt | SCRI_RS_198546 | 1H | 50.57 | 13.01 | 3.41E-10 | 72.37 | 0.18 | 0.28 | 0.22 | 0.41 | 0.14 | 0.14 | 0.00 | 0.00 |
Sum | 72.37 | |||||||||||||
DMSt | BOPA1_7803–483 | 3H | 142.63 | 7.19 | 6.55E-05 | 45.46 | 0.73 | 1.03 | 0.98 | 1.45 | 0.48 | 0.61 | 0.00 | 0.00 |
Sum | 45.46 | |||||||||||||
DME | BOPA1_3689–1101 | 1H | 48.94 | 7.73 | 2.72E-05 | 54.03 | 0.51 | 0.87 | 0.67 | 0.96 | 0.34 | 0.77 | 0.00 | 0.00 |
Sum | 54.03 | |||||||||||||
DMLGt | SCRI_RS_198546 | 1H | 50.57 | 13.01 | 3.41E-10 | 72.37 | 0.18 | 0.28 | 0.22 | 0.41 | 0.14 | 0.14 | 0.00 | 0.00 |
Sum | 72.37 | |||||||||||||
DMEms | SCRI_RS_17898 | 2H | 73.73 | 50.43 | 2.98E-48 | 73.81 | 0.07 | 0.41 | 0.12 | 0.46 | 0.02 | 0.37 | 0.53 | 0.04 |
SCRI_RS_15537 | 2H | 108.00 | 48.50 | 1.29E-46 | 68.84 | 0.05 | 0.39 | 0.10 | 0.43 | 0.00 | 0.34 | |||
BOPA1_7803–483 | 3H | 142.63 | 51.97 | 3.07E-49 | 77.24 | 0.43 | 0.09 | 0.48 | 0.14 | 0.39 | 0.04 | |||
BOPA2_12_20274 | 4H | 3.47 | 9.10 | 3.32E-09 | 24.59 | 0.52 | 0.21 | 0.62 | 0.26 | 0.42 | 0.17 | |||
SCRI_RS_106799 | 4H | 67.71 | 25.51 | 8.96E-25 | 44.80 | 0.39 | 0.12 | 0.44 | 0.16 | 0.33 | 0.08 | |||
SCRI_RS_120501 | 5H | 168.54 | 24.75 | 4.72E-24 | 44.49 | 0.43 | 0.15 | 0.48 | 0.20 | 0.38 | 0.10 | |||
SCRI_RS_131341 | 6H | 52.69 | 36.38 | 4.67E-35 | 59.12 | 0.05 | 0.36 | 0.10 | 0.41 | 0.00 | 0.32 | |||
SCRI_RS_208770 | 7H | 44.41 | 33.00 | 7.44E-32 | 57.06 | 0.42 | 0.12 | 0.47 | 0.17 | 0.37 | 0.08 | |||
SCRI_RS_158234 | 7H | 68.06 | 52.32 | 2.71E-49 | 77.92 | 0.06 | 0.41 | 0.11 | 0.45 | 0.01 | 0.36 | |||
GBS5464 | 7H | 103.05 | 17.24 | 6.44E-17 | 38.34 | 0.40 | 0.15 | 0.44 | 0.20 | 0.35 | 0.10 | |||
GBS5208 | 7H | 128.68 | 19.63 | 3.49E-19 | 41.98 | 0.42 | 0.15 | 0.47 | 0.20 | 0.36 | 0.11 | |||
Sum | 96.78 | |||||||||||||
DMLSms | GBS6809 | 2H | 67.49 | 25.5 | 8.6E-24 | 72.20 | 0.12 | 0.19 | 0.09 | 0.16 | 0.14 | 0.22 | 0.60 | 0.05 |
BOPA1_7803–483 | 3H | 142.63 | 34.2 | 3.6E-31 | 78.92 | 0.21 | 0.12 | 0.18 | 0.10 | 0.24 | 0.15 | |||
SCRI_RS_158126 | 7H | 67.78 | 33.5 | 8.4E-31 | 80.11 | 0.21 | 0.12 | 0.17 | 0.10 | 0.24 | 0.15 | |||
Sum | 91.79 | |||||||||||||
LF2ms | SCRI_RS_175839 | 6H | 88.74 | 3.22 | 3.55E-01 | 36.77 | 39.44 | 31.92 | 39.78 | 30.00 | 39.11 | 33.84 | 0.29 | 0.17 |
SCRI_RS_6430 | 7H | 132.22 | 3.41 | 3.55E-01 | 42.76 | 38.10 | 30.99 | 37.27 | 29.35 | 38.92 | 32.63 | |||
Sum | 48.90 | |||||||||||||
Lms | SCRI_RS_138463 | 2H | 82.51 | 5.59 | 3.01E-03 | 11.49 | 58.01 | 51.99 | 66.17 | 58.43 | 49.84 | 45.55 | 0.19 | 0.06 |
SCRI_RS_119513 | 2H | 114.38 | 4.38 | 6.96E-03 | 9.60 | 49.94 | 56.18 | 56.00 | 63.76 | 43.88 | 48.61 | |||
BOPA2_12_30609 | 3H | 46.18 | 5.49 | 3.01E-03 | 12.33 | 50.71 | 56.92 | 57.97 | 64.16 | 43.46 | 49.69 | |||
BOPA2_12_30055 | 3H | 155.03 | 3.83 | 8.61E-03 | 7.95 | 63.10 | 54.03 | 72.23 | 61.10 | 53.96 | 46.97 | |||
GBS4691 | 4H | 81.57 | 3.29 | 1.68E-02 | 5.76 | 59.26 | 53.80 | 66.94 | 60.96 | 51.57 | 46.65 | |||
SCRI_RS_137053 | 5H | 0.00 | 3.78 | 9.06E-03 | 7.26 | 58.90 | 53.34 | 66.49 | 60.41 | 51.30 | 46.27 | |||
GBS4257 | 5H | 109.65 | 4.27 | 6.96E-03 | 9.85 | 51.71 | 57.17 | 58.05 | 65.14 | 45.37 | 49.21 | |||
GBS5879 | 7H | 23.30 | 5.22 | 4.24E-03 | 14.69 | 46.65 | 56.12 | 53.35 | 63.47 | 39.95 | 48.77 | |||
BOPA2_12_30181 | 7H | 53.19 | 3.92 | 8.48E-03 | 9.32 | 62.12 | 53.92 | 71.42 | 60.92 | 52.81 | 46.92 | |||
GBS2260 | 7H | 91.78 | 3.40 | 1.44E-02 | 7.13 | 51.18 | 56.42 | 57.02 | 64.17 | 45.34 | 48.68 | |||
GBS2891 | 7H | 118.48 | 3.81 | 8.61E-03 | 11.56 | 57.88 | 52.81 | 66.26 | 59.36 | 49.51 | 46.27 | |||
BOPA1_ABC11252-1-2-254 | 7H | 132.22 | 6.51 | 1.74E-03 | 14.34 | 49.28 | 56.70 | 55.21 | 64.37 | 43.36 | 49.03 | |||
Sum | 47.69 | |||||||||||||
NLG | BOPA2_12_30588 | 1H | 15.08 | 5.84 | 6.29E-05 | 12.50 | 3.75 | 7.24 | 4.82 | 10.27 | 2.68 | 4.22 | 0.25 | 0.05 |
SCRI_RS_181239 | 1H | 71.18 | 4.37 | 6.68E-04 | 9.50 | 8.58 | 6.45 | 12.02 | 9.11 | 5.13 | 3.78 | |||
SCRI_RS_162694 | 2H | 7.79 | 4.00 | 1.24E-03 | 9.75 | 8.02 | 6.28 | 11.35 | 8.83 | 4.69 | 3.72 | |||
BOPA2_12_30259 | 2H | 53.19 | 5.26 | 1.61E-04 | 13.16 | 8.15 | 6.14 | 11.20 | 8.87 | 5.10 | 3.41 | |||
SCRI_RS_9469 | 2H | 67.92 | 8.21 | 3.51E-06 | 21.33 | 8.31 | 5.85 | 11.53 | 8.40 | 5.09 | 3.30 | |||
SCRI_RS_166540 | 2H | 76.06 | 8.66 | 2.65E-06 | 18.48 | 5.19 | 7.84 | 7.32 | 11.07 | 3.07 | 4.61 | |||
SCRI_RS_15537 | 2H | 108.00 | 8.27 | 3.51E-06 | 21.68 | 8.37 | 5.88 | 11.58 | 8.46 | 5.17 | 3.30 | |||
GBS1320 | 2H | 127.05 | 4.65 | 4.07E-04 | 10.85 | 9.30 | 6.65 | 13.18 | 9.38 | 5.42 | 3.92 | |||
SCRI_RS_156155 | 2H | 135.62 | 4.87 | 2.89E-04 | 13.93 | 8.31 | 6.28 | 11.62 | 8.92 | 4.99 | 3.63 | |||
BOPA2_12_30677 | 3H | 68.24 | 9.02 | 2.65E-06 | 19.06 | 5.45 | 8.04 | 7.69 | 11.32 | 3.21 | 4.76 | |||
SCRI_RS_198609 | 3H | 78.36 | 5.45 | 1.17E-04 | 13.16 | 8.02 | 6.03 | 11.32 | 8.50 | 4.72 | 3.56 | |||
BOPA2_12_20156 | 4H | 51.42 | 9.88 | 7.40E-07 | 21.59 | 4.51 | 7.66 | 5.82 | 10.97 | 3.20 | 4.34 | |||
SCRI_RS_106799 | 4H | 67.71 | 3.70 | 2.08E-03 | 9.11 | 6.05 | 7.68 | 8.76 | 10.60 | 3.34 | 4.76 | |||
SCRI_RS_138835 | 4H | 86.37 | 7.68 | 7.95E-06 | 18.23 | 8.35 | 5.94 | 11.61 | 8.49 | 5.10 | 3.39 | |||
SCRI_RS_138556 | 5H | 44.24 | 4.16 | 9.50E-04 | 12.69 | 8.30 | 6.39 | 11.35 | 9.15 | 5.26 | 3.63 | |||
SCRI_RS_225268 | 5H | 98.63 | 6.65 | 2.02E-05 | 18.77 | 5.46 | 7.74 | 7.78 | 10.88 | 3.14 | 4.61 | |||
SCRI_RS_212515 | 5H | 112.92 | 8.55 | 2.65E-06 | 20.50 | 5.25 | 7.85 | 7.21 | 11.20 | 3.29 | 4.49 | |||
BOPA1_2726–852 | 5H | 169.38 | 6.99 | 1.55E-05 | 15.81 | 5.27 | 7.68 | 7.50 | 10.80 | 3.03 | 4.56 | |||
GBS2693 | 7H | 97.10 | 6.61 | 2.02E-05 | 19.92 | 5.24 | 7.75 | 7.22 | 11.06 | 3.25 | 4.44 | |||
GBS2889 | 7H | 118.48 | 3.84 | 1.65E-03 | 7.97 | 8.57 | 6.51 | 12.12 | 9.17 | 5.03 | 3.86 | |||
Sum | 44.97 | |||||||||||||
LA | SCRI_RS_218473 | 1H | 103.82 | 4.40 | 2.52E-02 | 11.16 | 41.58 | 60.22 | 62.69 | 91.05 | 20.46 | 29.38 | 0.18 | 0.05 |
SCRI_RS_187638 | 2H | 0.00 | 3.81 | 6.29E-02 | 5.11 | 65.94 | 48.35 | 99.44 | 72.82 | 32.44 | 23.89 | |||
BOPA1_5347–585 | 2H | 94.90 | 3.67 | 6.41E-02 | 7.52 | 45.33 | 61.03 | 68.80 | 92.33 | 21.86 | 29.73 | |||
SCRI_RS_185506 | 2H | 118.97 | 5.13 | 1.05E-02 | 9.95 | 73.36 | 49.33 | 114.20 | 73.87 | 32.52 | 24.79 | |||
SCRI_RS_155734 | 2H | 127.20 | 6.04 | 5.20E-03 | 11.81 | 76.03 | 48.97 | 118.29 | 73.02 | 33.76 | 24.92 | |||
GBS5976 | 4H | 111.23 | 5.58 | 7.45E-03 | 14.61 | 74.16 | 48.79 | 118.05 | 72.45 | 30.27 | 25.14 | |||
Sum | 37.85 | |||||||||||||
LAms | SCRI_RS_218473 | 1H | 103.82 | 6.89 | 1.21E-04 | 19.19 | 18.68 | 29.58 | 26.57 | 42.04 | 10.79 | 17.12 | 0.19 | 0.06 |
BOPA1_5347–585 | 2H | 94.90 | 2.81 | 2.11E-02 | 5.66 | 22.39 | 28.61 | 32.01 | 40.53 | 12.76 | 16.70 | |||
SCRI_RS_155734 | 2H | 127.20 | 10.60 | 1.43E-07 | 19.25 | 39.44 | 22.94 | 57.63 | 32.09 | 21.25 | 13.79 | |||
GBS5976 | 4H | 111.23 | 7.43 | 5.25E-05 | 18.51 | 36.34 | 23.11 | 52.78 | 32.39 | 19.90 | 13.83 | |||
GBS2037 | 5H | 95.00 | 5.58 | 9.38E-04 | 12.55 | 38.75 | 23.95 | 54.28 | 34.13 | 23.22 | 13.76 | |||
GBS1267 | 6H | 117.99 | 4.68 | 2.18E-03 | 12.33 | 20.87 | 29.15 | 28.82 | 41.91 | 12.92 | 16.39 | |||
Sum | 40.28 | |||||||||||||
HI | SCRI_RS_182431 | 1H | 55.67 | 19.96 | 2.83E-17 | 69.78 | 0.31 | 0.18 | 0.30 | 0.16 | 0.32 | 0.21 | 0.38 | 0.07 |
SCRI_RS_17898 | 2H | 73.73 | 19.66 | 2.83E-17 | 68.74 | 0.18 | 0.31 | 0.15 | 0.29 | 0.20 | 0.32 | |||
SCRI_RS_3125 | 3H | 89.87 | 13.49 | 1.55E-12 | 47.99 | 0.31 | 0.19 | 0.29 | 0.18 | 0.32 | 0.21 | |||
SCRI_RS_158234 | 7H | 68.06 | 19.06 | 5.91E-17 | 67.70 | 0.17 | 0.30 | 0.15 | 0.29 | 0.19 | 0.31 | |||
Sum | 89.46 | |||||||||||||
RDMmsDM | SCRI_RS_198546 | 1H | 50.57 | 32.38 | 8.99E-30 | 70.63 | 0.68 | 0.49 | 0.65 | 0.36 | 0.71 | 0.61 | 0.21 | 0.05 |
SCRI_RS_17898 | 2H | 73.73 | 30.21 | 1.54E-28 | 66.26 | 0.48 | 0.66 | 0.35 | 0.62 | 0.61 | 0.70 | |||
SCRI_RS_15537 | 2H | 108.00 | 29.17 | 1.09E-27 | 62.13 | 0.47 | 0.65 | 0.33 | 0.60 | 0.60 | 0.70 | |||
BOPA1_3791–1525 | 3H | 87.39 | 23.65 | 1.00E-22 | 50.21 | 0.67 | 0.51 | 0.62 | 0.39 | 0.71 | 0.62 | |||
BOPA2_12_30619 | 5H | 98.72 | 23.27 | 2.26E-22 | 50.19 | 0.71 | 0.53 | 0.68 | 0.43 | 0.73 | 0.63 | |||
BOPA2_12_30067 | 5H | 121.46 | 25.61 | 1.75E-24 | 53.28 | 0.70 | 0.52 | 0.67 | 0.41 | 0.73 | 0.63 | |||
BOPA1_8048–952 | 6H | 62.75 | 27.62 | 2.98E-26 | 58.45 | 0.69 | 0.51 | 0.66 | 0.40 | 0.72 | 0.62 | |||
SCRI_RS_160279 | 7H | 70.54 | 32.31 | 8.99E-30 | 70.43 | 0.68 | 0.49 | 0.65 | 0.37 | 0.72 | 0.61 | |||
Sum | 92.39 | |||||||||||||
RDMsDMr | BOPA1_7803–483 | 3H | 142.63 | 5.34 | 1.40E-06 | 67.47 | 0.67 | 0.55 | 0.69 | 0.53 | 0.66 | 0.57 | 0.00 | 0.00 |
Sum | 67.47 |
Refer to Table 1 for all acronyms and units. Allele represents the average marker population value. WW allele 1 and 2: means of the populations with allele 1 respectively allele 2 present under well-watered condition; DS allele 1 and 2: means of the populations with allele 1 respectively allele 2 present under drought stressed condition. Pos.: position (cM); chr.: Chromosome; H2: heritability; H2se: standard error of the broad sense heritability; LOD: log of odds; FDR: False discovery rate