Author:
Pandey Amitabh C.,Bezney Jon,DeAscanis Dante,Kirsch Ethan,Ahmed Farin,Crinklaw Austin,Choudhary Kumari Sonal,Mandala Tony,Deason Jeffrey,Hamdi Jasmin,Siddique Azeem,Ranganathan Sridhar,Ordoukhanian Phillip,Brown Keith,Armstrong Jon,Head Steven,Topol Eric J.
Abstract
AbstractSingle-cell transcriptomics suffers from lapses in coverage of the full transcriptome, providing an incomplete gene expression profile of the cell. Here, we introduce single-cell CRISPRclean (scCLEAN), an in vitro molecular method that can be universally inserted into any single-cell RNA-seq workflow to improve the sensitivity of the assay. Utilizing CRISPR/Cas9, scCLEAN works to selectively remove highly abundant uninformative molecules, redistributing ~50% of reads to enrich for lowly expressed transcripts. Utilizing immune cells, we describe a validation of scCLEAN showing a 2.1-fold enrichment in library complexity with negligible off-target effects. Subsequently, applying scCLEAN to single-cell iso-seq samples results in a 4.6-fold improvement in unique isoform detection. Thus, demonstrating a benefit in short and long read sequencing applications. Finally, we illustrate the ability of scCLEAN to elucidate biological insights by applying it to two participant cohorts of cardiovascular samples, bringing to light novel molecular characteristics including inflammatory signatures.
Publisher
Cold Spring Harbor Laboratory