Table 3. The details of genomic SNP markers associated with agronomic traits using GLM and MLM approach in 113 accessions of finger millet.
| Marker QTL | Trait | GLM (P<0.01) | MLM (p<0.01) | ||||||
|---|---|---|---|---|---|---|---|---|---|
| p-value | R2 (%) | p-value | R2 (%) | ||||||
| Hilly region (E1) |
Plain region (E2) |
Hilly Region (E1) |
Plain region (E2) |
Hilly region (E1) |
Plain region (E2) |
Hilly region (E1) |
Plain region (E2) |
||
| TP1071491 | DF | 9.82E-03 | 1.47E-03 | 8.55% | 11.90% | 8.17E-03 | 5.20E-03 | 9.48% | 10.60% |
| TP133182 | DF | 2.06E-03 | 5.56E-04 | 11.00% | 11.90% | 3.03E-03 | 6.66E-04 | 11.40% | 14.80% |
| TP1600637 | DF | 1.25E-03 | 1.09E-03 | 19.40% | 11.90% | 2.60E-03 | 3.98E-03 | 19.40% | 18.50% |
| TP133182 | DM | 1.41E-03 | 8.79E-03 | 11.70% | 11.90% | 1.94E-03 | 9.30E-03 | 12.20% | 9.12% |
| TP1381676 | DM | 4.15E-03 | 7.62E-04 | 14.60% | 11.90% | 8.45E-03 | 1.69E-03 | 12.40% | 16.80% |
| TP1600637 | DM | 7.05E-05 | 5.90E-05 | 26.30% | 11.90% | 4.38E-04 | 5.19E-04 | 25.40% | 25.70% |
| TP214730 | DM | 1.54E-04 | 2.42E-04 | 22.70% | 11.90% | 1.36E-03 | 1.92E-03 | 20.60% | 19.80% |
| TP414254 | DM | 1.84E-03 | 3.44E-03 | 18.70% | 11.90% | 2.38E-03 | 7.04E-03 | 18.20% | 16.50% |
| TP627932 | DM | 1.01E-04 | 3.45E-04 | 31.10% | 11.90% | 1.84E-04 | 4.26E-04 | 30.30% | 26.80% |
| TP872087 | DM | 1.66E-03 | 6.26E-03 | 11.60% | 11.90% | 3.00E-03 | 8.22E-03 | 11.40% | 9.45% |
| TP351642 | EL | 9.28E-03 | 1.84E-03 | 8.58% | 11.90% | 8.13E-03 | 3.87E-03 | 9.51% | 10.20% |
| TP641195 | FLBL | 3.13E-03 | 4.67E-03 | 10.50% | 11.90% | 6.81E-03 | 2.65E-03 | 9.92% | 11.80% |
| TP1071491 | GY | 1.43E-03 | 1.25E-03 | 12.10% | 11.90% | 6.21E-03 | 4.33E-03 | 10.40% | 11.10% |
| TP1310091 | GY | 3.04E-03 | 3.97E-03 | 10.50% | 11.90% | 2.63E-03 | 4.02E-03 | 11.90% | 11.10% |
| TP1431319 | GY | 1.89E-03 | 5.38E-03 | 17.80% | 11.90% | 3.51E-03 | 5.06E-03 | 19.40% | 16.40% |
| TP1510146 | GY | 3.56E-03 | 2.85E-03 | 10.20% | 11.90% | 6.33E-03 | 6.30E-03 | 10.00% | 10.10% |
| TP28411 | GY | 2.22E-03 | 3.35E-03 | 17.80% | 11.90% | 3.46E-03 | 5.60E-03 | 17.60% | 16.40% |
| TP64954 | GY | 5.58E-03 | 5.75E-03 | 14.40% | 11.90% | 8.00E-03 | 5.05E-03 | 14.10% | 14.70% |
| TP760377 | GY | 8.40E-05 | 4.57E-03 | 24.80% | 11.90% | 1.19E-03 | 8.03E-03 | 20.70% | 13.40% |
| TP878687 | GY | 4.70E-03 | 2.90E-03 | 9.77% | 11.90% | 9.26E-03 | 6.06E-03 | 9.25% | 10.20% |