broadinstitute / CellBender

CellBender is a software package for eliminating technical artifacts from high-throughput single-cell RNA sequencing (scRNA-seq) data.
https://cellbender.rtfd.io
BSD 3-Clause "New" or "Revised" License
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Barcode Multiplets #326

Open PurwinTJ opened 8 months ago

PurwinTJ commented 8 months ago

Has anyone explored barcode multiplets data using this resource? Lareau et al. provided some compelling results regarding this (https://www.nature.com/articles/s41467-020-14667-5).

Even if technological improvements have cut down the frequency, I imagine there could be user error or other circumstances that would increase the number of barcode multiplets in a sample. I figure they would be identified as "non-empty" barcodes with high(er) probabilities at lower UMIs (like in the plot below) and should not affect the output. But I was wondering if anyone has already tested this with simulated data, artificial multiplets or some other way.

example_cell_probabilities