Table 4.
CG | SNP Position | Production Traits | AM Model | p Value | %VA | Effect |
---|---|---|---|---|---|---|
BKACPII_1 | C10: 22949607 | BW | MLM_Q | 0.013 | 13.9 | 6.812 |
BY | MLM_Q | 0.037 | 26.2 | 538.811 | ||
EgNAC | C05: 40852639 | OildM | MLM_PCA | 0.044 | 18.3 | −5.524 |
OilB | MLM_PCA | 0.046 | 8.9 | −3.256 | ||
LIPOIC | C07: 18432097 | OilfM | GLM_Q | 0.042 | 10.9 | −2.387 |
M2200 | C13: 12503450 | OildM | MLM_PCA | 0.009 | 19.9 | 13.384 |
PKP-ALPHA | C01: 40816686 | OilB | MLM_PCA | 0.007 | 10.8 | −9.339 |
SEQUI | U02: 19591286 | BW | MLM_Q | 0.015 | 14.1 | 2.319 |
TO1 | U02: 79752170 | BN | MLM_Q | 0.020 | 24.4 | −45.134 |
BW | MLM_Q | 0.033 | 14.8 | −6.218 | ||
CG Name | SNP Position | Quality Traits | AM Model | p Value | %VA | Effect |
ATAGB1_ML * | C13: 103569 | SSS | MLM_Q | 0.022 | 7.2 | −0.614 |
Mono-Un | MLM_PCA | 0.008 | 20.4 | −5.291 | ||
Poly-Un | MLM_PCA | 0.047 | 10.7 | 1.136 | ||
ATP3 | U05: 50035832 | Mono-Un | MLM_PCA | 0.050 | 18.7 | −5.726 |
Poly-Un | MLM_PCA | 0.003 | 13.7 | 2.549 | ||
atpB | CT: 54552 | Delta | MLM_Q | 0.046 | 11.6 | −6.913 |
BnC8_761 | C08: 4351912 | Delta3 | MLM_Q | 0.008 | 17.3 | 33.287 |
OA | MLM_PCA | 0.025 | 20.1 | −2.488 | ||
UUU | MLM_PCA | 0.048 | 21.8 | −2.250 | ||
CA3 | C02: 35978226 | Delta | MLM_Q | 0.045 | 11.6 | 15.740 |
EgNAC | C05: 40852136 | OA | MLM_PCA | 0.015 | 20.6 | 2.890 |
Sat | MLM_PCA | 0.042 | 17.2 | −1.990 | ||
SUS | MLM_PCA | 0.014 | 23.2 | −2.189 | ||
SUU | MLM_PCA | 0.019 | 14.3 | 2.125 | ||
UUU | MLM_PCA | 0.007 | 23.5 | 3.246 | ||
C05: 40852594 | Mono-Un | MLM_PCA | 0.044 | 18.8 | 3.568 | |
OA | MLM_PCA | 0.005 | 21.7 | 4.826 | ||
Poly-Un | MLM_PCA | 0.010 | 12.3 | −1.310 | ||
SUS | MLM_PCA | 0.009 | 23.6 | −3.376 | ||
UUU | MLM_PCA | 0.003 | 24.3 | 5.081 | ||
C05: 40852639 | Car | MLM_Q | 0.026 | 26.9 | −173.576 | |
EOCHYB | C04: 37534489 | Alpha | MLM_Q | 0.027 | 14.6 | −50.440 |
GLUT1 | C12: 28135330 | OA | MLM_PCA | 0.040 | 19.7 | −2.823 |
C12: 28135361 | OA | MLM_PCA | 0.040 | 19.7 | −2.823 | |
C12: 28135379 | OA | MLM_PCA | 0.040 | 19.7 | −2.823 | |
HtC2_11412 | C08: 25294023 | Delta3 | MLM_Q | 0.036 | 15.7 | 27.356 |
SUU | MLM_PCA | 0.047 | 13.4 | −1.552 | ||
C08: 25294107 | Delta3 | MLM_Q | 0.015 | 16.7 | 29.133 | |
SSS | MLM_Q | 0.049 | 6.1 | 0.290 | ||
HtC2_1255C2-411 | C02: 43975856 | SSS | MLM_Q | 0.046 | 6.1 | 0.529 |
C02: 43975982 | SSS | MLM_Q | 0.046 | 6.1 | 0.529 | |
HtC7_9200 | C06: 41269483 | Toc | GLM_Q | 0.042 | 13.6 | 157.269 |
Tocph | MLM_Q | 0.046 | 13.2 | 35.249 | ||
C06: 41269559 | Car | MLM_Q | 0.005 | 28.3 | −158.848 | |
JC35 | C13: 22806955 | Car | MLM_Q | 0.024 | 27.0 | −109.838 |
JC55 | C05: 14759308 | IV | MLM_PCA | 0.007 | 15.1 | 7.826 |
LIPOIC | C07: 18431998 | Gamma | GLM_Q | 0.041 | 7.0 | −7.841 |
Mono-Un | MLM_PCA | 0.039 | 18.9 | −2.700 | ||
OA | MLM_PCA | 0.024 | 20.2 | −2.842 | ||
Poly-Un | MLM_PCA | 0.037 | 11.0 | 0.782 | ||
C07: 18432097 | Gamma | GLM_Q | 0.003 | 11.6 | −11.135 | |
Toc | GLM_Q | 0.043 | 13.5 | −184.481 | ||
Toc3 | GLM_Q | 0.027 | 16.3 | −173.161 | ||
Delta3 | MLM_Q | 0.033 | 16.0 | −27.292 | ||
PAT_2 | C09: 34725045 | Alpha | MLM_Q | 0.014 | 15.5 | 49.496 |
Delta | MLM_Q | 0.027 | 12.1 | 9.758 | ||
Tocph | MLM_Q | 0.005 | 15.4 | 70.245 | ||
PAT_2_ML | C02: 23775894 | Poly-Un | MLM_PCA | 0.035 | 11.0 | −0.877 |
PAT_6 | C08: 27075521 | Car | MLM_Q | 0.040 | 26.6 | −163.806 |
PDHB | C01: 51857834 | IV | MLM_PCA | 0.027 | 13.8 | 3.407 |
PKP-ALPHA | C01: 40816686 | UUU | MLM_PCA | 0.034 | 22.1 | −7.962 |
SEQUI | U02: 19591232 | Toc | GLM_Q | 0.031 | 13.9 | 260.781 |
Toc3 | GLM_Q | 0.040 | 15.9 | 212.755 | ||
Gamma3 | MLM_Q | 0.015 | 14.1 | 142.540 | ||
SSS | MLM_Q | 0.028 | 6.6 | 0.504 | ||
IV | MLM_PCA | 0.037 | 13.5 | −2.828 | ||
Poly-Un | MLM_PCA | 0.020 | 11.6 | −1.139 | ||
U02: 19591286 | IV | MLM_PCA | 0.020 | 14.1 | −3.630 | |
SHELL | C02: 3078054 | Alpha | MLM_Q | 0.029 | 14.6 | 66.367 |
Delta | MLM_Q | 0.028 | 12.1 | 17.751 | ||
Tocph | MLM_Q | 0.019 | 14.1 | 90.283 | ||
C02: 3078154 | Toc | GLM_Q | 0.031 | 13.9 | 213.715 | |
Toc3 | GLM_Q | 0.046 | 15.8 | 169.457 | ||
Alpha | MLM_Q | 0.048 | 14.2 | 37.502 | ||
Delta3 | MLM_Q | 0.026 | 16.1 | 32.474 | ||
Gamma3 | MLM_Q | 0.023 | 13.7 | 109.420 | ||
Tocph | MLM_Q | 0.029 | 13.7 | 51.563 | ||
TO1 | U02: 79752182 | Gamma3 | MLM_Q | 0.030 | 13.6 | 136.526 |
U02: 79752184 | Gamma3 | MLM_Q | 0.030 | 13.6 | 136.526 | |
TO3 | C03: 13885419 | Car | MLM_Q | 0.029 | 27.0 | −157.239 |
Legend: CG Name: internal name of the CG; SNP position: genome location of the SNP; Trait: associated trait; Association Mapping (AM) Model: best fitting model for AM; p value: observed error probability value for the model; %VA: percentage of the total variance explained by the model; Effect: effect of the marker.