Resolving cellular systems by ultra-sensitive and economical single-cell transcriptome filtering

Summary: Single-cell transcriptomics suffer from sensitivity limits that restrict low abundance transcript identification, affects clustering and can hamper downstream analyses. Here, we describe Constellation sequencing (Constellation-Seq), a molecular transcriptome filter that delivers two orders...

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Main Authors: Andres F. Vallejo, James Davies, Amit Grover, Ching-Hsuan Tsai, Robert Jepras, Marta E. Polak, Jonathan West
Format: Article
Language:English
Published: Elsevier 2021-03-01
Series:iScience
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2589004221001152
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spelling doaj-122c5bb1f37a4254bb27f21fe7723e5a2021-03-22T12:51:45ZengElsevieriScience2589-00422021-03-01243102147Resolving cellular systems by ultra-sensitive and economical single-cell transcriptome filteringAndres F. Vallejo0James Davies1Amit Grover2Ching-Hsuan Tsai3Robert Jepras4Marta E. Polak5Jonathan West6Clinical and Experimental Sciences, Sir Henry Wellcome Laboratories, Faculty of Medicine, University of Southampton, SO16 6YD Southampton, UK; Corresponding authorClinical and Experimental Sciences, Sir Henry Wellcome Laboratories, Faculty of Medicine, University of Southampton, SO16 6YD Southampton, UKGlaxoSmithKline, Gunnels Wood Road, Stevenage SG1 2NY, UKGlaxoSmithKline, 200 Cambridge Park Drive, Cambridge, MA 02140, USAGlaxoSmithKline, Gunnels Wood Road, Stevenage SG1 2NY, UKClinical and Experimental Sciences, Sir Henry Wellcome Laboratories, Faculty of Medicine, University of Southampton, SO16 6YD Southampton, UK; Institute for Life Sciences, University of Southampton, Southampton SO17 1BJ, UK; Corresponding authorInstitute for Life Sciences, University of Southampton, Southampton SO17 1BJ, UK; Cancer Sciences, Faculty of Medicine, University of Southampton, Southampton, UK; Corresponding authorSummary: Single-cell transcriptomics suffer from sensitivity limits that restrict low abundance transcript identification, affects clustering and can hamper downstream analyses. Here, we describe Constellation sequencing (Constellation-Seq), a molecular transcriptome filter that delivers two orders of magnitude sensitivity gains by maximizing read utility while reducing the data sparsity and sequencing costs. The technique reliably measures changes in gene expression and was demonstrated by resolving rare dendritic cell populations from a peripheral blood mononuclear cell sample sample and exploring their biology with extreme resolution. The simple and powerful method is fully compatible with standard scRNA-Seq library preparation protocols and can be used for hypothesis testing, marker validation or investigating pathways.http://www.sciencedirect.com/science/article/pii/S2589004221001152Biological SciencesOmicsTranscriptomics
collection DOAJ
language English
format Article
sources DOAJ
author Andres F. Vallejo
James Davies
Amit Grover
Ching-Hsuan Tsai
Robert Jepras
Marta E. Polak
Jonathan West
spellingShingle Andres F. Vallejo
James Davies
Amit Grover
Ching-Hsuan Tsai
Robert Jepras
Marta E. Polak
Jonathan West
Resolving cellular systems by ultra-sensitive and economical single-cell transcriptome filtering
iScience
Biological Sciences
Omics
Transcriptomics
author_facet Andres F. Vallejo
James Davies
Amit Grover
Ching-Hsuan Tsai
Robert Jepras
Marta E. Polak
Jonathan West
author_sort Andres F. Vallejo
title Resolving cellular systems by ultra-sensitive and economical single-cell transcriptome filtering
title_short Resolving cellular systems by ultra-sensitive and economical single-cell transcriptome filtering
title_full Resolving cellular systems by ultra-sensitive and economical single-cell transcriptome filtering
title_fullStr Resolving cellular systems by ultra-sensitive and economical single-cell transcriptome filtering
title_full_unstemmed Resolving cellular systems by ultra-sensitive and economical single-cell transcriptome filtering
title_sort resolving cellular systems by ultra-sensitive and economical single-cell transcriptome filtering
publisher Elsevier
series iScience
issn 2589-0042
publishDate 2021-03-01
description Summary: Single-cell transcriptomics suffer from sensitivity limits that restrict low abundance transcript identification, affects clustering and can hamper downstream analyses. Here, we describe Constellation sequencing (Constellation-Seq), a molecular transcriptome filter that delivers two orders of magnitude sensitivity gains by maximizing read utility while reducing the data sparsity and sequencing costs. The technique reliably measures changes in gene expression and was demonstrated by resolving rare dendritic cell populations from a peripheral blood mononuclear cell sample sample and exploring their biology with extreme resolution. The simple and powerful method is fully compatible with standard scRNA-Seq library preparation protocols and can be used for hypothesis testing, marker validation or investigating pathways.
topic Biological Sciences
Omics
Transcriptomics
url http://www.sciencedirect.com/science/article/pii/S2589004221001152
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