Table 3.
ANOVA for adult activity of 166 DGRP lines [degrees of freedom (DF); Type III mean squares (MS)]
Analysis | Reduced analyses | Source | DF | MS | Error DF | F-Value | p-Value | Variance component |
---|---|---|---|---|---|---|---|---|
Full model | Treatment | 1 | 739980.1 | 170.1 | 0.75 | 0.3881 | Fixed | |
Sex | 1 | 275320.6 | 167.7 | 0.15 | 0.6989 | Fixed | ||
Treatment × sex | 1 | 253499.5 | 173.6 | 0.43 | 0.5144 | Fixed | ||
Line | 165 | 20507687.5 | 176.0 | 8.76 | < 0.0001 | 121983.4 | ||
Sex × line | 165 | 1923507.8 | 165 | 3.14 | < 0.0001 | 18092.6 | ||
Treatment × line | 165 | 1029336.1 | 165 | 1.68 | 0.0005 | 5230.5 | ||
Treatment × sex × line | 165 | 612337.5 | 25,600 | 2.24 | < 0.0001 | 9218.6 | ||
Residual | 25,600 | 273954.7 | 170.1 | 273941.6 | ||||
By treatment | Control | Sex | 1 | 603134.9 | 167.31 | 0.43 | 0.5121 | Fixed |
Line | 165 | 11822085.7 | 165 | 8.18 | < 0.0001 | 121949.8 | ||
Sex × line | 165 | 1445867.5 | 13,764 | 5.98 | < 0.0001 | 27771.5 | ||
Residual | 13,764 | 241671.0 | 241654.6 | |||||
Lead | Sex | 1 | 200.4 | 176.4 | 0.00 | 0.9894 | Fixed | |
Line | 165 | 10688962.1 | 165 | 8.64 | < 0.0001 | 132659.8 | ||
Sex × line | 165 | 1236961.0 | 11,836 | 3.97 | < 0.0001 | 26293.8 | ||
Residual | 11,836 | 311497.2 | 167.3 | 311485.3 | ||||
By treatment and sex | Control female | Line | 165 | 6368290.1 | 6,874 | 27.93 | < 0.0001 | 141348.8 |
Residual | 6,874 | 228037.9 | 228030.5 | |||||
Control male | Line | 165 | 6941945.0 | 6,890 | 27.19 | < 0.0001 | 157929.9 | |
Residual | 6,890 | 255272.5 | 255270.7 | |||||
Lead female | Line | 165 | 5769243.4 | 5,884 | 25.72 | < 0.0001 | 146230.3 | |
Residual | 5,884 | 224273.1 | 224276.7 | |||||
Lead male | Line | 165 | 6668344.8 | 5,952 | 16.77 | < 0.0001 | 168890.3 | |
Residual | 5,952 | 397724.8 | 6,874 | 397735.5 | ||||
Twenty-four lines were excluded from this analysis because of low yield of adult flies. h2 = (σ2L + σ2L × S + σ2L × T + σ2L × T × S)/(σ2L + σ2L × S + σ2L × T + σ2L × T × S + ε) = 0.36. |