Hjorleifsson, Kristján Eldjárn and Sullivan, Delaney K. and Holley, Guillaume and Melsted, Páll and Pachter, Lior (2022) Accurate quantification of single-nucleus and single-cell RNA-seq transcripts. . (Unpublished) https://resolver.caltech.edu/CaltechAUTHORS:20230316-182779000.60
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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.
Item Type: | Report or Paper (Discussion Paper) | ||||||||||
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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. | ||||||||||
DOI: | 10.1101/2022.12.02.518832 | ||||||||||
Record Number: | CaltechAUTHORS:20230316-182779000.60 | ||||||||||
Persistent URL: | https://resolver.caltech.edu/CaltechAUTHORS:20230316-182779000.60 | ||||||||||
Usage Policy: | No commercial reproduction, distribution, display or performance rights in this work are provided. | ||||||||||
ID Code: | 120170 | ||||||||||
Collection: | CaltechAUTHORS | ||||||||||
Deposited By: | George Porter | ||||||||||
Deposited On: | 17 Mar 2023 23:02 | ||||||||||
Last Modified: | 17 Mar 2023 23:02 |
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