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Contains R, python, and bash scripts utilised to generate the figures and tables within 'Environmental perturbation increases gene expression variability and unmasks genetic regulation for transcriptional robustness'. It is split into the following subfolders:

Start page - helper functions and RNAseq data QC (Figure 1 and supplement).

MAD - contains variability rank analyses using the median absolute deviation metric (MAD) (Figure 2).

DE_DV - differential expression (DE) and differential variability (DV) analysis between diets (Figure 3 and supplement).

Developmental_time - used for egg-adult survival eclosion day statistics (Figure 3 and supplement).

GraVe_Mapping - Gra(mmar) Ve(qtl) mappping in each diet (Figure 4 and supplement). Contains modified versions of tensorqtl python codes (substitute these files into an existing conda installation) and veqtl mapper D code (requires following https://funpopgen.github.io/veqtl-mapper/ to build from source but using the files here instead of those in the default git clone). Snakemake pipeline in progress for better flow and ease of reproducibility.

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Contains scripts used to run analyses and generate plots for the manuscript 'Environmental perturbation increases gene expression variability and unmasks genetic regulation for transcriptional robustness'.

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  • R 58.2%
  • Python 36.0%
  • D 3.3%
  • Shell 2.2%
  • C 0.3%