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Published March 17, 2023 | Submitted
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Accurate quantification of single-nucleus and single-cell RNA-seq transcripts

Abstract

The presence of both nascent and mature mRNA molecules in single-cell RNA-seq data leads to ambiguity in the notion of a "count matrix". Underlying this ambiguity, is the challenging problem of separately quantifying nascent and mature mRNAs. We address this problem by relating k-mer assignment to read assignment in the context of different classes of molecules, and describe a unified approach to quantifying both single-cell and single-nucleus RNA-seq.

Additional Information

The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-ND 4.0 International license. Code availability. kallisto is available under the BSD-2-Clause license. The version used for this paper is available at https://github.com/pachterlab/kallisto-D. All code for simulations and downstream analyses is available at https://github.com/pachterlab/HSHMP_2022. The authors have declared no competing interest.

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Additional details

Created:
August 20, 2023
Modified:
December 13, 2023