Table 2.
Trait | SNP | Chr | Position | QTL span (kb) | 2015WS | 2016DS | Source: http://qtaro.abr.affrc.go.jp | |||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
p-value | R2 (%) |
FDR | p-value | R2 (%) |
FDR | Genes | QTLs | |||||
RGR1 | S1_37335658 | 1 | 37335658, 37335658–37605610 | 270 | — | — | — | 3.42 × 10−9 | 13 | 3.61 × 10−5 | Lax39, moc240 | — |
RGR2 | S1_37542157 | 1 | 37542157, 37542133–37542192 | 0.06a | — | — | — | 7.13 × 10−9 | 13 | 7.52 × 10−6 | Lax39, moc240 | — |
RGR3 | S1_42364262 | 1 | 42364262, 42364257–42906879 | 543 | — | — | — | 2.31 × 10−10 | 16 | 2.44 × 10−6 | — | — |
NR1 | S4_31903323 | 4 | 31903323–32251982 | 349 | 9.29 × 10−9 | 13 | 9.81 × 10−5 | 1.35 × 10−8 | 19 | 0.000143 | nal1(nal5)41 | rfw4a44, root thickness42,43, rooting depth42 |
NR2 | S4_32664173 | 4 | 32664173, 31903323–32664173 | 761 | 1.70 × 10−8 | 16 | 0.000179 | 3.95 × 10−7 | 13 | 0.004172 | nal1(nal5)41 | rfw4a44, root thickness42,43, rooting depth42 |
RHL | S5_18574046 | 5 | 18574046, 18574046–18574116 | 0.07a | 7.88 × 10−10 | 13 | 2.59 × 10−6 | 3.99 × 10−7 | 10 | 0.001053 | OsIPT3 45 | — |
RHD | S2_24278920 | 2 | 24278920, 23246555–24278925 | 1032 | 1.55 × 10−7 | 10 | 0.000818 | 2.84 × 10−6 | 8 | 0.00998 | EL5 46 , OsCKI1 47 , OsNAR2.1 48 | — |
FLA | S2_24874074 | 2 | 24874074, 24874069–24874083 | 0.014a | 9.22 × 10−8 | 13 | 0.000973 | 2.78 × 10−7 | 12 | 0.000978 | — | — |
S5_27946781 | 5 | 27946781 | — | 5.52 × 10−6 | 11 | 0.001283 | 1.35 × 10−7 | 13 | 0.000739 | — | — | |
FLAngle | S3_30920007 | 3 | 30920007 | — | 4.93 × 10−8 | 13 | 0.000520 | 5.12 × 10−9 | 19 | 5.40 × 10−5 | OSH172, OsGRAS1961 | — |
S7_859891 | 7 | 859891 | — | 2.33 × 10−7 | 12 | 0.001231 | 2.65 × 10−7 | 17 | 0.000817 | — | — | |
S2_10388315 | 2 | 10388315 | — | 5.05 × 10−7 | 11 | 0.001775 | — | — | — | — | — | |
S2_2772428 | 2 |
2772428, 2772428–2772461 |
0.033a | — | — | — | 3.87 × 10−7 | 16 | 0.000817 | — | — | |
S5_23310970 | 5 | 23310970 | — | 8.17 × 10−6 | 9 | 0.021549 | — | — | — | — | — | |
DTFirst | S11_19839428 | 11 | 19839428, 19839399–19839440 | 0.041a | 2.37 × 10−10 | 21 | 1.25 × 10−6 | 3.20 × 10−8 | 15 | 0.000169 | — | qGP-11, qGI-1153, yld11.1, gpl11.1, gw11.154 |
DTFull | S11_28121354 | 11 | 28121354, 28121310–28121357 | 0.047a | 3.36 × 10−8 | 19 | 0.000265 | 1.02 × 10−9 | 22 | 8.79 × 10−6 | — | — |
SPAD | S11_1639964 | 11 |
1639964, 1639964–1639983 |
0.019a | 6.31 × 10−8 | 13 | 0.000665 | 1.55 × 10−7 | 12 | 0.001633 | OsNAC10 73 | — |
S2_5964826 | 2 | 5964826 | 4.61 × 10−7 | 12 | 0.001621 | 6.70 × 10−7 | 11 | 0.002359 | CYP734A274, SPK2(SYG2)49 | — | ||
S3_9581723 | 3 | 9581723 | — | — | — | — | 7.28 × 10−5 | 7 | 0.19204 | — | ||
BS | S3_18257114 | 3 | 18257114, 18257114–18257152 | 0.038a | 3.75 × 10−8 | 19 | 0.000396 | — | — | — | cwa1/bc1 75 | — |
BM | S3_18257114 | 3 | 18257114, 18257114–18257152 | 0.038a | 2.35 × 10−8 | 18 | 0.000248 | — | — | — | cwa1/bc1 75 | — |
CD | S2_30984762 | 2 | 30984762, 30984762–32312089 | 1327 | 4.30 × 10−6 | 10 | 0.022673 | — | — | — | bc3 50 | — |
SD | S3_28113794 | 3 | 28113794, 27926957–28113794 | 187 | 3.54 × 10−8 | 14 | 0.000187 | 1.10 × 10−7 | 13 | 0.000765 | SCM3 5 | — |
1000 GW | S10_11387999 | 10 | 11387999, 11387999–11388014 | 0.015a | 1.92 × 10−7 | 14 | 0.000682 | 1.37 × 10−7 | 23 | 0.000721 | — | ssd1076, qSPBp10-277 |
S11_27252113 | 11 | 27252113 | — | 1.87 × 10−7 | 14 | 0.000682 | 2.13 × 10−7 | 22 | 0.000749 | — | — | |
PL | S1_14102690 | 1 | 14102690, 13961627–14102698 | 141 | 2.96 × 10−10 | 18 | 1.21 × 10−6 | 3.44 × 10−7 | 16 | 0.000839 | — | — |
S11_27831001 | 11 | 27831001 | — | — | — | — | 2.97 × 10−7 | 16 | 0.000839 | — | — | |
NPT | S11_4326232 | 11 | 4326232, 4326232–4326316 | 0.084a | 1.75 × 10−7 | 17 | 0.000927 | 6.83 × 10−8 | 15 | 0.00024 | — | — |
PHT | S1_38286772 | 1 | 38286772, 35953453–38286810 | 2333 | 1.46 × 10−8 | 28 | 0.000154 | 1.68 × 10−8 | 39 | 0.000177 | Sd151, qDTY1.152 | — |
DTF | S3_31345368 | 3 | 31345368, 30831775–31345368 | 514 | 1.09 × 10−9 | 29 | 1.15 × 10−5 | 2.37 × 10−8 | 23 | 0.00025 | MADS14 78 , pap2 79 , osmads34 80 | — |
S8_2061021 | 8 | 2061021 | — | — | — | — | 5.35 × 10−7 | 21 | 0.002822 | — | — | |
GY | S11_18903704 | 11 | 18903704, 16558222–18903704 | 2345 | 3.44 × 10−7 | 22 | 0.003506 | 2.00 × 10−7 | 21 | 0.001057 | — | qGP-11, qGI-11 53 , yld11.1, gpl11.1, gw11.1 54 |
S4_25915108 | 4 | 25915108, 25915108–25915179 | 0.071a | — | — | — | 4.65 × 10−6 | 19 | 0.008182 | — | — | |
Fe uptake | S6_14891911 | 6 | 14891911–14891917 | 0.006a | 7.96 × 10−7 | 79 | 0.004214 | — | — | — | OsPT9, OsPT1055, OsGLK156, nyc357 | — |
N uptake | S2_20846594 | 2 | 20846594–20846633 | 0.039a | 6.43 × 10−7 | 84 | 0.003402 | — | — | — | DP258, RCN259, OsAPX860, OsNAR2.148 | — |
P uptake | S5_24675892 | 5 | 24675892, 24675892–24675951 | 0.059a | 5.91 × 10−7 | 83 | 0.001308 | — | — | — | OsRPK181, OsCCaMK62, OsHAP3B63; OsTPS163, OsSTN864 | — |
RGR1: relative growth rate from 15 to 22 DAS, RGR2: relative growth rate from 22 to 29 DAS, RGR3: relative growth rate from 15 to 29 DAS, NR1: number of nodal roots at 15 DAS, NR2: number of nodal roots at 22 DAS, RHL: root hair length, RHD: root hair density, SPAD: chlorophyll content, FLA: flag-leaf area, FLAngle: flag-leaf angle, DTFirst: days to first emergence, DTFull: days to full emergence, SD: stem diameter, CD: culm diameter, BS: bending strength, BM: bending moment, 1000 GW: 1000-grain weight (g), PL: panicle length, NPT: number of productive tillers, PHT: plant height, DTF: days to 50% flowering, GY: grain yield, Fe uptake: iron uptake, N uptake: nitrogen uptake, P uptake: phosphorus uptake, DS: dry season, WS: wet season, R2: percent phenotypic variance explained by SNP, FDR: false discovery rate. aThe associated SNPs with very small intervals (≤14 kb) can be considered as the same locus.