A comprehensive analysis framework for evaluating commercial single-cell RNA sequencing technologies

This study examined nine prominent commercially available single-cell RNA sequencing (scRNA-seq) kits across four technology groups. Each kit was characterized using peripheral blood mononuclear cells (PBMCs) from a single donor, which enabled consistent assessment of factors such as analytical performance, protocol duration and cost. The Chromium Fixed RNA Profiling kit from 10× Genomics, with its probe-based RNA detection method, demonstrated the best overall performance. The Rhapsody WTA kit from Becton Dickinson exhibited a balance between performance and cost. Importantly, we introduce the read utilization metric, which differentiates scRNA-seq kits based on the efficiency of converting sequencing reads into usable counts. Thus, read utilization is an important feature that substantially impacts sensitivity and cost. With data from 169, 262 cells, our work provides a comprehensive comparison of commercial scRNA-seq technologies to facilitate the effective implementation of single-cell studies.

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Publication Details

Journal
Nucleic Acids Research
Published
2024-12-16
DOI
https://doi.org/10.1093/nar/gkae1186
Citations
24
Primary Topic
Single-cell and spatial transcriptomics
Type
article
Field-Weighted Citation Impact
5.61

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article

A comprehensive analysis framework for evaluating commercial single-cell RNA sequencing technologies

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24 citations
Nucleic Acids Research
Single-cell and spatial transcriptomics
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A comprehensive analysis framework for evaluating commercial single-cell RNA sequencing technologies

Marco De Simone, Jessica Lund, Spyros Darmanis, Hayley M. Bennett, Jonathan Hoover, Yuxin Liang, Amelia Au‐Yeung, William O’Gorman, Ahmet Kurdoglu, Ana Xavier‐Magalhães, Zora Modrušan, Sean Lear, Bing Wu, Cynthia Chen, Daniel D. Le, Hari Menon, Minyi Shi, J. Lau, Samir Vaidya
article en
24 citations

Abstract

This study examined nine prominent commercially available single-cell RNA sequencing (scRNA-seq) kits across four technology groups. Each kit was characterized using peripheral blood mononuclear cells (PBMCs) from a single donor, which enabled consistent assessment of factors such as analytical performance, protocol duration and cost. The Chromium Fixed RNA Profiling kit from 10× Genomics, with its probe-based RNA detection method, demonstrated the best overall performance. The Rhapsody WTA kit from Becton Dickinson exhibited a balance between performance and cost. Importantly, we introduce the read utilization metric, which differentiates scRNA-seq kits based on the efficiency of converting sequencing reads into usable counts. Thus, read utilization is an important feature that substantially impacts sensitivity and cost. With data from 169, 262 cells, our work provides a comprehensive comparison of commercial scRNA-seq technologies to facilitate the effective implementation of single-cell studies.

Nucleic Acids ResearchVol. 53(2)
Genomic Health (United States) (US)
Genentech Foundation, Genentech
Industry, innovation and infrastructure
Openalex Percentile: Top 3%
Single-cell and spatial transcriptomics
5.61
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