Table 5. Significant marker-trait associations for relative values explaining the phenotypic plasticity of different physiological and morphological traits of barley genotypes after water deficit treatment during the generative growth stage.
Trait | Marker | Chr | Pos | LOD | FDR | Expl. Gen. Variance | Allele 1 | Allele 2 | H2 | H2se |
---|---|---|---|---|---|---|---|---|---|---|
rPROL | GBS6990 | 2H | 40.66 | 4.23 | 4.19E-02 | 9.36 | 162.60 | 69.43 | 0.99 | 0.00 |
GBS2303 | 2H | 51.20 | 6.35 | 1.25E-03 | 15.80 | 224.27 | 70.29 | |||
BOPA2_12_30370 | 3H | 139.67 | 4.41 | 3.13E-02 | 10.03 | 193.47 | 73.67 | |||
GBS2307 | 6H | 87.61 | 5.04 | 9.22E-03 | 12.90 | 153.32 | 65.79 | |||
GBS785 | 7H | 13.88 | 6.75 | 1.02E-03 | 16.71 | 172.44 | 65.41 | |||
Sum | 32.01 | |||||||||
OA | SCRI_RS_15537 | 2H | 108.00 | 5.08 | 1.76E-02 | 63.53 | 0.18 | -0.07 | 0.03 | 0.11 |
BOPA1_6951–875 | 2H | 90.26 | 20.12 | 3.53E-19 | 39.96 | -0.27 | -0.01 | |||
SCRI_RS_144379 | 2H | 111.26 | 31.04 | 5.20E-29 | 55.39 | -0.24 | 0.03 | |||
BOPA1_6954–861 | 4H | 52.96 | 30.84 | 7.50E-29 | 55.09 | -0.28 | 0.01 | |||
SCRI_RS_188829 | 4H | 115.23 | 21.43 | 2.08E-20 | 44.94 | 0.06 | -0.16 | |||
BOPA1_8048–952 | 6H | 62.75 | 34.78 | 9.43E-32 | 59.72 | -0.24 | 0.03 | |||
BOPA1_2924–1189 | 7H | 70.68 | 32.94 | 3.06E-30 | 58.44 | -0.22 | 0.04 | |||
Sum | 85.66 | |||||||||
rWSC | GBS3887 | 2H | 58.05 | 6.61 | 6.02E-04 | 14.62 | 1.45 | 1.05 | 0.14 | 0.09 |
BOPA1_2822–739 | 2H | 123.94 | 7.28 | 2.95E-04 | 9.64 | 1.16 | 0.79 | |||
BOPA2_12_30895 | 7H | 34.35 | 4.90 | 4.99E-03 | 10.13 | 0.66 | 0.96 | |||
Sum | 23.86 | |||||||||
rBBCH | SCRI_RS_158234 | 7H | 68.06 | 6.09 | 6.91E-04 | 72.23 | 0.97 | 1.04 | 0.00 | 0.00 |
Sum | 72.23 | |||||||||
rDME | SCRI_RS_183064 | 2H | 110.91 | 14.71 | 3.53E-12 | 65.90 | 0.99 | 0.70 | 0.00 | 0.00 |
BOPA1_ABC03113-1-1-251 | 5H | 129.44 | 14.83 | 3.53E-12 | 66.46 | 1.04 | 0.72 | |||
Sum | 80.84 | |||||||||
rDMEms | BOPA2_12_30191 | 1H | 100.07 | 36.95 | 6.28E-34 | 71.57 | 0.60 | 1.21 | 0.08 | 0.11 |
SCRI_RS_185710 | 2H | 58.07 | 26.16 | 2.75E-24 | 57.46 | 0.77 | 1.24 | |||
SCRI_RS_3125 | 3H | 89.87 | 27.50 | 1.96E-25 | 58.94 | 0.80 | 1.26 | |||
BOPA2_12_30158 | 4H | 99.08 | 21.60 | 3.65E-20 | 54.44 | 0.78 | 1.23 | |||
BOPA1_4773–1009 | 4H | 112.33 | 28.82 | 4.18E-26 | 58.31 | 0.64 | 1.20 | |||
SCRI_RS_167426 | 5H | 143.96 | 6.78 | 1.00E-06 | 17.72 | 0.90 | 1.17 | |||
BOPA1_2607–2929 | 6H | 79.60 | 12.04 | 1.85E-11 | 30.80 | 1.25 | 0.93 | |||
GBS5694 | 7H | 69.26 | 28.35 | 7.00E-26 | 63.51 | 0.72 | 1.23 | |||
Sum | 93.51 | |||||||||
rDMGLt | BOPA2_12_20489 | 2H | 72.45 | 8.24 | 3.04E-05 | 44.53 | 2.09 | 0.36 | 0.18 | 0.15 |
Sum | 44.53 | |||||||||
rDMLSms | BOPA2_12_30191 | 1H | 100.07 | 39.00 | 5.56E-36 | 74.90 | 2.06 | 1.10 | 0.17 | 0.10 |
GBS6733 | 2H | 58.78 | 26.11 | 5.41E-24 | 62.34 | 1.77 | 1.05 | |||
SCRI_RS_143727 | 2H | 107.15 | 15.99 | 7.00E-15 | 45.15 | 1.74 | 1.11 | |||
GBS6415 | 4H | 40.01 | 28.93 | 2.16E-26 | 64.27 | 2.02 | 1.11 | |||
SCRI_RS_179438 | 4H | 73.65 | 7.02 | 8.60E-07 | 13.66 | 1.10 | 1.49 | |||
SCRI_RS_209980 | 5H | 44.24 | 8.88 | 1.82E-08 | 18.80 | 1.58 | 1.13 | |||
SCRI_RS_143508 | 5H | 93.65 | 11.36 | 9.67E-11 | 29.58 | 0.99 | 1.49 | |||
SCRI_RS_198617 | 5H | 96.25 | 5.85 | 9.07E-06 | 12.86 | 1.61 | 1.19 | |||
BOPA2_12_11386 | 6H | 59.92 | 21.97 | 2.00E-20 | 49.09 | 2.18 | 1.18 | |||
GBS4671 | 6H | 117.55 | 15.57 | 1.65E-14 | 43.26 | 1.71 | 1.10 | |||
GBS5694 | 7H | 69.26 | 28.58 | 3.63E-26 | 63.00 | 1.85 | 1.07 | |||
BOPA1_3140–491 | 7H | 77.97 | 4.16 | 2.73E-04 | 10.62 | 0.93 | 1.36 | |||
Sum | 96.93 | |||||||||
rNLG | BOPA2_12_10717 | 2H | 65.37 | 24.23 | 3.12E-21 | 83.75 | 6.00 | 0.42 | 0.38 | 0.11 |
Sum | 83.75 | |||||||||
rRDMEmsDME | GBS6407 | 1H | 54.89 | 32.22 | 1.44E-30 | 68.92 | 1.11 | 1.71 | 0.12 | 0.11 |
BOPA1_3598–489 | 2H | 50.92 | 28.22 | 7.80E-27 | 61.22 | 1.79 | 1.21 | |||
SCRI_RS_237688 | 2H | 57.17 | 18.97 | 3.31E-18 | 44.84 | 1.01 | 1.58 | |||
SCRI_RS_17898 | 2H | 73.73 | 40.94 | 1.59E-38 | 74.49 | 1.73 | 1.10 | |||
SCRI_RS_17898 | 2H | 73.73 | 40.94 | 1.59E-38 | 74.49 | 1.73 | 1.10 | |||
BOPA1_ConsensusGBS0508-1 | 3H | 51.35 | 21.90 | 6.05E-21 | 50.47 | 1.04 | 1.60 | |||
GBS881 | 6H | 28.47 | 24.90 | 1.01E-23 | 57.47 | 1.11 | 1.67 | |||
SCRI_RS_158126 | 7H | 67.78 | 42.67 | 3.99E-40 | 75.94 | 1.09 | 1.73 | |||
SCRI_RS_158234 | 7H | 68.06 | 45.63 | 1.32E-42 | 78.90 | 1.76 | 1.12 | |||
Sum | 95.88 | |||||||||
rRDMmsDM | BOPA2_12_30191 | 1H | 100.07 | 31.30 | 2.81E-28 | 66.81 | 1.20 | 1.29 | 0.00 | 0.12 |
SCRI_RS_185710 | 2H | 58.07 | 24.24 | 1.62E-22 | 55.04 | 1.22 | 1.30 | |||
GBS2300 | 2H | 80.95 | 20.69 | 2.43E-19 | 52.61 | 1.20 | 1.29 | |||
SCRI_RS_3125 | 3H | 89.87 | 28.76 | 4.86E-26 | 61.50 | 1.23 | 1.30 | |||
SCRI_RS_135425 | 5H | 45.21 | 13.61 | 6.08E-13 | 35.93 | 1.31 | 1.25 | |||
GBS6627 | 7H | 67.92 | 14.19 | 1.76E-13 | 38.82 | 1.20 | 1.28 | |||
GBS5694 | 7H | 69.26 | 27.16 | 9.78E-25 | 62.90 | 1.21 | 1.29 | |||
BOPA2_12_31513 | 7H | 70.96 | 23.65 | 5.44E-22 | 55.50 | 1.22 | 1.29 | |||
SCRI_RS_204144 | 7H | 70.96 | 15.60 | 1.01E-14 | 40.75 | 1.24 | 1.30 | |||
Sum | 95.90 | |||||||||
rDMSt | BOPA2_12_30191 | 1H | 100.07 | 35.67 | 1.20E-32 | 71.11 | 0.63 | 0.80 | 0.01 | 0.12 |
SCRI_RS_185710 | 2H | 58.07 | 26.15 | 2.05E-24 | 58.42 | 0.68 | 0.81 | |||
GBS2300 | 2H | 80.95 | 20.34 | 4.55E-19 | 50.53 | 0.64 | 0.80 | |||
SCRI_RS_3125 | 3H | 89.87 | 28.91 | 1.73E-26 | 61.75 | 0.69 | 0.82 | |||
SCRI_RS_232881 | 5H | 45.21 | 12.59 | 5.51E-12 | 33.62 | 0.82 | 0.73 | |||
BOPA2_12_30857 | 6H | 56.16 | 9.14 | 7.06E-09 | 24.41 | 0.81 | 0.73 | |||
GBS5694 | 7H | 69.26 | 29.56 | 7.74E-27 | 65.05 | 0.66 | 0.81 | |||
BOPA2_12_31513 | 7H | 70.96 | 22.16 | 1.14E-20 | 49.59 | 0.67 | 0.80 | |||
SCRI_RS_204144 | 7H | 70.96 | 13.67 | 5.45E-13 | 36.40 | 0.71 | 0.81 | |||
Sum | 96.09 | |||||||||
rNt | BOPA2_12_30191 | 1H | 100.07 | 29.51 | 2.43E-27 | 63.09 | 0.93 | 1.07 | 0.00 | 0.12 |
SCRI_RS_237688 | 2H | 57.17 | 26.25 | 1.58E-24 | 58.13 | 0.95 | 1.07 | |||
SCRI_RS_9469 | 2H | 67.92 | 29.94 | 1.59E-27 | 62.18 | 1.10 | 0.99 | |||
SCRI_RS_3125 | 3H | 89.87 | 29.65 | 2.09E-27 | 61.96 | 0.97 | 1.08 | |||
SCRI_RS_158234 | 7H | 68.06 | 32.47 | 1.90E-29 | 65.29 | 1.09 | 0.98 | |||
Sum | 92.74 | |||||||||
SLAt | SCRI_RS_196910 | 1H | 117.49 | 5.14 | 2.02E-02 | 14.62 | 129.62 | 157.98 | 0.00 | 0.00 |
SCRI_RS_171038 | 2H | 80.59 | 3.50 | 4.21E-02 | 10.76 | 135.44 | 157.53 | |||
SCRI_RS_106163 | 2H | 129.75 | 3.85 | 4.17E-02 | 10.26 | 163.47 | 139.19 | |||
SCRI_RS_137464 | 6H | 55.67 | 3.47 | 4.25E-02 | 8.92 | 134.37 | 156.79 | |||
BOPA1_6541–1329 | 7H | 100.00 | 5.26 | 2.02E-02 | 14.59 | 172.29 | 140.09 | |||
Sum | 40.95 |
Allele represents the average marker population value. Refer to Table 1 for all acronyms and units. Allele 1 and 2: means of the populations with allele 1 respectively allele 2. Pos.: position (cM); chr.: Chromosome; H2: heritability; H2se: standard error of the broad sense heritability; LOD: log of odds; FDR: False discovery rate