Benchmarking UMI-based single-cell RNA-seq preprocessing workflows

Y You, L Tian, S Su, X Dong, JS Jabbari, PF Hickey… - Genome Biology, 2021 - Springer
Background Single-cell RNA-sequencing (scRNA-seq) technologies and associated
analysis methods have rapidly developed in recent years. This includes preprocessing …

Comparative analysis of common alignment tools for single-cell RNA sequencing

RS Brüning, L Tombor, MH Schulz, S Dimmeler… - …, 2022 - academic.oup.com
Background With the rise of single-cell RNA sequencing new bioinformatic tools have been
developed to handle specific demands, such as quantifying unique molecular identifiers and …

Accurate quantification of single-cell and single-nucleus RNA-seq transcripts using distinguishing flanking k-mers

K Eldjárn Hjörleifsson, DK Sullivan, NP Swarna… - BioRxiv, 2022 - biorxiv.org
In single-cell and single-nucleus RNA sequencing, the coexistence of nascent
(unprocessed) and mature (processed) mRNA poses challenges in accurate read mapping …

Statistical analysis supports pervasive RNA subcellular localization and alternative 3'UTR regulation

R Bierman, JM Dave, DM Greif, J Salzman - eLife, 2024 - elifesciences.org
Targeted low-throughput studies have previously identified subcellular RNA localization as
necessary for cellular functions including polarization, and translocation. Furthermore, these …

A like-for-like comparison of lightweight-mapping pipelines for single-cell RNA-seq data pre-processing

M Zakeri, A Srivastava, H Sarkar, R Patro - bioRxiv, 2021 - biorxiv.org
Abstract Recently, Booeshaghi and Pachter published a benchmark comparing the kallisto-
bustools pipeline for single-cell data pre-processing to the alevin-fry pipeline. Their …