Analyzing Band Strength in p47 PCRs from Freezing Experiment 1 and Planning Samples to Use for qPCR

Data for this freezing experiment has issues because many of my sterile poke samples came up as virus positive. There is obviously contamination coming into the system somewhere. The thought is that these flies are just getting viral contact, either from the CO2 pad, probe, forceps, or other fly room materials.

I wanted to look at the brightness of the bands to see if it seems like the sterile poke flies have “less” virus (at least in the early time points). If contact with the virus leads to an infection, then the later days might show more substantial virus.

Analysis of the band brightness was analyzed in R with this code

And from those plots, consensus plots were made for males and females:

Males

Females

Looking at this is also confounded by the fact that I did two different cycle numbers for p47. However, for the males on day 0 and day 3, there were no bands that were “strong” intensity (and obviously less for the 30 cycle). For the females there are some “strong”s in day 0 and day 3.

Still, it would be really good to look at titer level with qPCR for some of these, max 20 samples.

Samples to do qPCR on:

sample_ID CO1_result tpi_result p47_result p47_30_cycle_result band_strength_35_cycles band_strength_30_cycles day_frozen treatment sex
1 yes yes yes no mid-strong none day0 sterile poke male
9 yes yes no no none none day0 sterile poke female
10 yes yes yes yes strong weak day0 sterile poke female
23 yes yes yes no weak none day0 16Cq DiNV female
30 yes yes yes yes strong mid-weak day0 16Cq DiNV female
16 yes yes no no none none day0 16Cq DiNV male
37 yes yes yes no weak none day3 sterile poke female
32 yes yes yes yes mid-strong weak day3 sterile poke male
38 yes yes yes yes strong mid-weak day3 sterile poke female
42 yes yes yes yes strong strong day3 16Cq DiNV male
48 yes yes yes yes mid-strong mid-weak day3 16Cq DiNV male
64 yes yes yes no mid-weak none day3 16Cq DiNV female
84 yes yes yes yes strong mid-weak day5 sterile poke male
87 yes yes maybe no weak none day5 sterile poke male
89 yes yes yes yes strong mid-strong day5 sterile poke female
94 yes yes yes no mid-strong none day5 16Cq DiNV male
98 yes yes yes yes strong mid-strong day5 16Cq DiNV male
117 yes yes maybe no weak none day5 16Cq DiNV female
142 yes yes yes maybe mid-strong none day10 sterile poke male
147 yes yes yes no mid-weak none day10 sterile poke female
143 yes yes yes yes strong mid-weak day10 sterile poke male
150 no no yes yes strong strong day10 16Cq DiNV male
158 yes yes yes yes strong mid-strong day10 16Cq DiNV male
173 yes yes yes yes mid-strong weak day10 16Cq DiNV female