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Update README, additional figure panels
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anuraglimdi committed Jan 20, 2024
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10 changes: 7 additions & 3 deletions Analysis/Part_3_TnSeq_analysis/README.md
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Expand Up @@ -14,18 +14,22 @@ This contains jupyter notebooks that carry out the following data reformatting a
This contains jupyter notebooks that carry out the following analysis

- fitness_calculations.ipynb: here, I calculate the fitness effect of transposon insertion mutations by fitting a line to log(frequency) vs time.
- also includes a panel for Fig S4
- Essentiality threshold.ipynnb: here, I simulate the expected variability in the fitness estimates from TnSeq assays for essential genes and genes with significant growth deficit. The goal is to identify a threshold at which we can reliably distinguish between essentiality and fitness deficit.
- also includes a panel for Fig S8

### Processed_data_for_plotting

All the intermediate data needed to generate the final plots is saved here such as fitness estimates, RNAseq expression levels, homolog pairs, etc.

### final_analysis_plotting.ipynb
### generate_figures_main.ipynb

this is the main jupyter notebook where all the analysis comes together. I do the following analyses, and generate the corresponding plots for the paper:
this is the main jupyter notebook where the analysis comes together. I do the following analyses, and generate the corresponding plots for the paper:
- comparing the distribution of fitness effects for the ancestors and evolved clones
- inferring differential gene essentiality between ancestors and evolved clones
- parallelism analysis of gene essentiality changes
- structural variation and gene essentiality changes
- gene expression levels and gene essentiality changes

### generate_figures.ipynb

this notebook has the older versions of the plots that are now reimplemented in generate_figures_main.ipynb, but include a few supplementary figures which have remained unchanged through the review
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