Table 2. Contrasts in honey-bee pathogen abundance by colony status.
All CCD colonies vs. all non-CCD colonies | Weak vs. strong colonies in non-CCD apiaries | |||||||
Target | ΔΔCT | SE | P-value | Fold change | ΔΔCT | SE | P-value | Fold change |
ABPV | +2.23 | 0.96 | 0.02 | 4.57 | +0.84 | 0.87 | 0.34 | 1.77 |
BQCV | +2.81 | 1.08 | 0.01 | 6.67 | −1.70 | 1.59 | 0.29 | 0.32 |
DWV | +3.90 | 1.15 | <0.01 | 14.26 | −0.07 | 0.61 | 0.96 | 0.95 |
IAPV | +0.22 | 0.60 | 0.72 | 1.15 | +1.64 | 0.98 | 0.11 | 2.83 |
KBV | +2.58 | 0.78 | <0.01 | 5.49 | +0.67 | 0.67 | 0.32 | 1.56 |
SBV | +0.28 | 0.64 | 0.66 | 1.27 | +0.36 | 1.52 | 0.81 | 1.36 |
N. ceranae | +1.19 | 1.22 | 0.33 | 1.85 | +1.70 | 1.59 | 0.29 | 2.41 |
N. apis | +3.94 | 1.07 | <0.01 | 20.97 | −0.03 | 0.14 | 0.81 | 0.98 |
Crithidia | +2.62 | 1.12 | 0.02 | 6.15 | −0.79 | 1.95 | 0.69 | 0.58 |
The difference in mean ΔCT values (normalized threshold cycle in qPCR reactions) was compared by ANOVA for two non-independent contrasts: all CCD colonies (n = 61) versus all non-CCD colonies (n = 63), and weak (n = 15) versus strong (n = 29) colonies in non-CCD apiaries. Weak colonies had six or fewer frames of bees and strong colonies had seven or more frames (see Materials and Methods). Non-CCD colonies include both sympatric and allopatric colonies, which were combined for increased statistical power. ΔΔ is the mean Δof the non-CCD population minus the mean Δvalue of the CCD population. Thus, positive numbers represent a decrease in mean threshold cycle and an increase in pathogen abundance. Fold change between categories is calculated as (1+ primer efficiency) ΔΔC T. SE = standard error of population mean ΔCT; P-value = probability of equal mean ΔCT by ANOVA (i.e., that the true ΔΔCT = 0); ABPV = acute bee paralysis virus; DWV = deformed wing virus; SBV = sacbrood virus; BQCV = black queen cell virus; IAPV = Israeli acute paralysis virus; KBV = Kashmir bee virus.