The analysis was performed before: https://v7test.schisto.xyz/dataused/ where 186 bulk sample data from 6 projects were processed with mapping and count. Among them, 4 samples with Pearson R < 0.8 with the rest of same samples were removed, resulting a final 182
samples.
The read counts were normalised on library size and gene length, so that the expression is comparable between samples and genes.
The samples can be categorized into different groups:
source
: 6 project IDssex
: Male/Female/Mixedinfection
: single-sex and bisexstage
: 7 main life cycle stages and gonadsstage2
: more detailed stages at different timepoints
The data was projected into the MDS space by edgeR, which shows separation and transition along the life cycle.