Table 5.
Results from Bayesian single- and multi-environmental QTL mapping of the simulated dataset
Marker | Chr.a | Pos.b | Effect typec | Env.d | True effect | Bayes singlee | Bayes multif | |
---|---|---|---|---|---|---|---|---|
Estimated effect | Estimated effect (unstandardized) | Occ. prob.g | ||||||
16 | 1H | 144 | M | 1 | 3.5 | 3.27 | 3.39 | 1 |
2 | 3.5 | 3.30 | 3.39 | 1 | ||||
3 | 3.5 | 3.38 | 3.39 | 1 | ||||
4 | 3.5 | 3.63 | 3.39 | 1 | ||||
5 | 3.5 | 3.53 | 3.39 | 1 | ||||
6 | 3.5 | 3.64 | 3.39 | 1 | ||||
22 | 2H | 80 | M + Ic | 1 | −2.1 | −2.41 | −1.98 | 1 |
2 | −3.5 | −3.45 | −3.33 | 1 | ||||
3 | −2.1 | −1.90 | −1.98 | 1 | ||||
4 | −2.1 | −2.11 | −1.98 | 1 | ||||
5 | 0.4 | 0 | 0.21 | 0.98 | ||||
6 | −2.1 | −2.14 | −1.98 | 1 | ||||
31 | 3H | 25 | Ic | 1 | 0 | 0 | 0.24 | 0 |
2 | −3.3 | −3.25 | −2.85 | 1 | ||||
3 | 2.8 | 2.94 | 0.24 | 0 | ||||
4 | 1.7 | 2.16 | 2.12 | 0.90 | ||||
5 | −2.3 | 0 | 0.24 | 0 | ||||
6 | 0 | 0 | 0.24 | 0 | ||||
32 | 3H | 30 | – | 1 | 0 | 0 | −0.14 | 0 |
2 | 0 | 0 | −0.14 | 0 | ||||
3 | 0 | 0 | 2.04 | 0.99 | ||||
4 | 0 | 0 | −0.14 | 0 | ||||
5 | 0 | −1.71 | −1.94 | 0.99 | ||||
6 | 0 | 0 | −0.14 | 0 | ||||
40 | 3H | 155 | Inc | 1 | 1.2 | 1.01 | 1.22 | 0.99 |
2 | 0 | 0 | −0.06 | 0 | ||||
3 | 0 | 0 | −0.06 | 0 | ||||
4 | 2.1 | 2.29 | 2.56 | 1 | ||||
5 | 0 | 0 | −0.06 | 0 | ||||
6 | 0.8 | 0 | 0.77 | 0.59 | ||||
45 | 4H | 21 | M | 1 | −1.3 | −1.37 | −1.08 | 0.50 |
2 | −1.3 | −0.96 | −1.08 | 0.50 | ||||
3 | −1.3 | −1.53 | −1.09 | 0.50 | ||||
4 | −1.3 | −1.77 | −1.09 | 0.51 | ||||
5 | −1.3 | −1.09 | −1.08 | 0.49 | ||||
6 | −1.3 | −1.38 | −1.08 | 0.50 | ||||
53 | 4H | 125 | Inc | 1 | 0 | 0 | 0.16 | 0 |
2 | −3.1 | −3.21 | −3.13 | 1 | ||||
3 | 0 | 0 | 0.16 | 0 | ||||
4 | −2.2 | −2.18 | −2.13 | 1 | ||||
5 | 0 | 0 | 0.16 | 0 | ||||
6 | −2.8 | −2.77 | −2.68 | 1 | ||||
65 | 5H | 43 | Ic | 1 | 0.3 | 0 | −0.21 | 0.06 |
2 | 0.9 | 0.92 | 0.98 | 0.86 | ||||
3 | −0.8 | −0.06 | −0.43 | 0.01 | ||||
4 | 0 | 0 | −0.42 | 0 | ||||
5 | −0.2 | 0 | −0.43 | 0 | ||||
6 | −0.6 | 0 | −0.42 | 0 | ||||
75 | 6H | 96 | M | 1 | 1.8 | 1.99 | 1.58 | 1 |
2 | 1.8 | 1.62 | 1.58 | 1 | ||||
3 | 1.8 | 1.83 | 1.58 | 1 | ||||
4 | 1.8 | 1.86 | 1.58 | 1 | ||||
5 | 1.8 | 1.86 | 1.58 | 1 | ||||
6 | 1.8 | 1.28 | 1.58 | 1 | ||||
79 | 6H | 135 | M | 1 | 0.2 | 0 | 0.08 | 0 |
2 | 0.2 | 0 | 0.08 | 0 | ||||
3 | 0.2 | 0 | 0.08 | 0 | ||||
4 | 0.2 | 0 | 0.08 | 0 | ||||
5 | 0.2 | 0 | 0.08 | 0 | ||||
6 | 0.2 | 0 | 0.07 | 0 | ||||
92 | 7H | 146 | M + Inc | 1 | 2.5 | 2.45 | 2.06 | 1 |
2 | 2.5 | 2.50 | 2.06 | 1 | ||||
3 | 0.6 | 0 | 0.84 | 0.02 | ||||
4 | 1.2 | 1.24 | 2.06 | 1 | ||||
5 | 2.5 | 2.32 | 2.06 | 1 | ||||
6 | 2.5 | 2.71 | 2.06 | 1 |
Significant markers with chromosomal positions, effect type, environment, true and estimated effects and occupancy probabilities of marker effects being higher than the significance threshold are shown
aChromosomal location of the markers
bPosition of the markers on the chromosome in centiMorgan (cM)
cEffect type of the marker: M = marker main effect; Ic = marker interaction effect (crossover); Inc = marker interaction effect (non-cross-over); M + Ic = marker main and interaction (crossover) effect; M + Inc = marker main and interaction (non-crossover) effect
dIn the computer simulation, the environment where the lines were cultivated
eBayesian single-environmental QTL mapping
fBayesian multi-environmental QTL mapping
gOccupancy probability of marker effects being higher than the significance threshold in Bayesian multi-environmental mapping