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Methods for processing CITE seq and HTO data #52

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merged 4 commits into from
Feb 28, 2024

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allyhawkins
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Closes #39
Closes #40
Stacked on #38

This PR fills in the methods for processing ADT and HTO data. The first section covers quantification of both of these data types. The next sections include information on processing ADT and then demultiplexing. Is the level of detail okay? Are there things that we think are important that are missing?

I'm going to tag in both @jashapiro and @sjspielman, so that @jashapiro can look at HTO and @sjspielman can look at ADT items.

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The CITE-seq section & level of detail seem fine to me! Approving based on that section. The finer details about tense which I noted can be worked out later when we all proof the draft too.

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Co-authored-by: Stephanie Spielman <[email protected]>
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I had just a few minor edits here for now. It looks good.

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Bulk RNA-seq reads for each sample were mapped to a reference genome using `STAR` [@doi10.1093/bioinformatics/bts635] and multiplexed single-cell or single-nuclei RNA-seq reads were mapped to the same reference genome using `STARsolo`[@doi:10.1101/2021.05.05.442755].
The mapped bulk reads were used to call variants and assign genotypes with `bcftools mpileup`[@doi:10.1093/gigascience/giab008].
`cellsnp-lite` was then used to genotype single-cell data at the identified sites found in the bulk RNA-seq data [@doi:10.1093/bioinformatics/btab358].
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I don't know if we want through throw in a reference to "mode 1a" here, but I had that in the last paper that talked about this. I think it is fine without it.

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Base automatically changed from allyhawkins/methods-data-processing-and-single-cell to main February 28, 2024 21:11
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Click the link below to download the manuscript build as a ZIP file.
This build is associated with commit e3286d1.

Manuscript build

@allyhawkins allyhawkins merged commit 1fc5c4f into main Feb 28, 2024
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@allyhawkins allyhawkins deleted the allyhawkins/cite-hto-methods branch February 28, 2024 21:14
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Demultiplexing methods CITE-seq methods
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