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Include dsb step #13

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Include dsb step #13

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aricht
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@aricht aricht commented Dec 5, 2023

Description

Please include a summary of the change.

Type of change

  • Bug fix (non-breaking change which fixes an issue)
  • New feature (non-breaking change which adds functionality)
  • A documentation update

Has the appropriate test been performed?

  • Feature test has been performed
  • A pipeline test has been performed

Checklist:

  • The code follows common style guidelines (linting your code is highly recommended)
  • The code is commented reasonably
  • The documentation has been updated
  • CHANGELOG.md is updated.
  • README.md is updated

Anne Bertolini added 17 commits October 9, 2023 14:05
Add script that performs dsb normalization of ADT counts.
Script covers normalization without isoform controls.
Will be applied to single sample, without hashing.
- remove any functionality about thresholds
- make sure that the dsb normalized ADT counts that can be 0 are set to
  0 to not break the clustering
- save the SCE object including BREMSC clusters, and all UMAP
  coordinates in the colData
- save the colData of the final SCE object as tsv
- rename and adapt script analyse_citeseq_dsb.R
- adapt Snakefile_no_hashing to have as default the dsb normalization
- save final results as RDS with SCE but also h5 file
Forgot `optparse` package in script dsb_normalize_adt.R.
Added.
- script `dsb_normalize_adt.R`, from rule `dsb_normalize_adt` uses dsb
package that is not available in conda
- use custom singularity image for this step, instead of conda env
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