Table 2. Mean estimates (mean) and empirical standard deviations (SD) of QTL effect for different association analyses across a range of relative QTL effects and heritabilities (h2) in simulated human and pig pedigrees.
h2 | Human |
Pig |
|||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
QTL Effect | MG |
GRAMMAR |
EBV |
IF |
MG |
GRAMMAR |
EBV |
IF |
|||||||||
Mean | SD | Mean | SD | Mean | SD | Mean | SD | Mean | SD | Mean | SD | Mean | SD | Mean | SD | ||
30% | 0.5% | 4.01 | 1.83 | 2.55 | 1.18 | 1.49 | 0.83 | 4.02 | 1.86 | 4.09 | 2.01 | 2.15 | 1.09 | 2.64 | 2.05 | 4.36 | 2.85 |
1% | 3.97 | 1.37 | 2.53 | 0.91 | 1.45 | 0.64 | 3.70 | 1.38 | 4.05 | 1.52 | 2.11 | 0.82 | 2.24 | 1.65 | 4.15 | 2.20 | |
2% | 3.98 | 0.95 | 2.52 | 0.65 | 1.47 | 0.53 | 3.99 | 0.98 | 4.01 | 1.04 | 2.09 | 0.61 | 1.95 | 1.26 | 3.96 | 1.57 | |
3% | 3.97 | 0.79 | 2.51 | 0.53 | 1.46 | 0.49 | 3.96 | 0.81 | 3.97 | 0.86 | 2.09 | 0.53 | 1.90 | 1.10 | 3.97 | 1.25 | |
50% | 0.5% | 3.90 | 1.86 | 1.74 | 0.86 | 2.20 | 1.23 | 3.91 | 1.97 | 4.00 | 1.93 | 1.55 | 0.79 | 3.45 | 2.69 | 4.60 | 3.14 |
1% | 3.96 | 1.38 | 1.77 | 0.67 | 2.20 | 0.95 | 3.96 | 1.46 | 3.97 | 1.48 | 1.54 | 0.63 | 2.82 | 2.05 | 4.08 | 2.48 | |
2% | 4.04 | 1.01 | 1.81 | 0.54 | 2.25 | 0.70 | 4.06 | 1.05 | 4.03 | 1.04 | 1.57 | 0.49 | 2.60 | 1.64 | 4.04 | 1.90 | |
3% | 4.05 | 0.78 | 1.80 | 0.42 | 2.26 | 0.61 | 4.06 | 0.81 | 3.98 | 0.83 | 1.53 | 0.42 | 2.47 | 1.45 | 3.93 | 1.61 | |
80% | 0.5% | 4.01 | 1.92 | 0.75 | 0.44 | 3.34 | 1.88 | 4.07 | 2.18 | 4.14 | 1.81 | 0.74 | 0.46 | 4.63 | 3.38 | 5.15 | 3.58 |
1% | 3.96 | 1.34 | 0.74 | 0.34 | 3.25 | 1.36 | 3.98 | 1.52 | 4.02 | 1.40 | 0.74 | 0.39 | 3.80 | 2.66 | 4.38 | 2.86 | |
2% | 3.94 | 0.96 | 0.73 | 0.23 | 3.18 | 0.99 | 3.91 | 1.09 | 3.98 | 0.97 | 0.73 | 0.35 | 3.49 | 2.13 | 4.14 | 2.22 | |
3% | 3.98 | 0.80 | 0.74 | 0.28 | 3.25 | 0.83 | 3.99 | 0.89 | 3.99 | 0.78 | 0.74 | 0.35 | 3.26 | 1.77 | 3.96 | 1.80 |
The simulated QTL effect was always 4. MG, measured genotype; GRAMMAR, genome-wide rapid association using mixed model and regression; EBV, estimated breeding value; IF, ignoring family.