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ddSeeker: a tool for processing Bio-Rad ddSEQ single cell RNA-seq data
BACKGROUND: New single-cell isolation technologies are facilitating studies on the transcriptomics of individual cells. Bio-Rad ddSEQ is a droplet-based microfluidic system that, when coupled with downstream Illumina library preparation and sequencing, enables the monitoring of thousands of genes pe...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6304778/ https://www.ncbi.nlm.nih.gov/pubmed/30583719 http://dx.doi.org/10.1186/s12864-018-5249-x |
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author | Romagnoli, Dario Boccalini, Giulia Bonechi, Martina Biagioni, Chiara Fassan, Paola Bertorelli, Roberto Sanctis, Veronica De Leo, Angelo Di Migliaccio, Ilenia Malorni, Luca Benelli, Matteo |
author_facet | Romagnoli, Dario Boccalini, Giulia Bonechi, Martina Biagioni, Chiara Fassan, Paola Bertorelli, Roberto Sanctis, Veronica De Leo, Angelo Di Migliaccio, Ilenia Malorni, Luca Benelli, Matteo |
author_sort | Romagnoli, Dario |
collection | PubMed |
description | BACKGROUND: New single-cell isolation technologies are facilitating studies on the transcriptomics of individual cells. Bio-Rad ddSEQ is a droplet-based microfluidic system that, when coupled with downstream Illumina library preparation and sequencing, enables the monitoring of thousands of genes per cell. Sequenced reads show unique features that do not permit the use of freely available tools to perform single cell demultiplexing. RESULTS: We present ddSeeker, a tool to perform initial processing and quality metrics of reads generated through Bio-Rad ddSEQ/Illumina experiments. Its application to the Illumina test dataset demonstrates that ddSeeker performs better than Illumina BaseSpace software, enabling a higher recovery of valid reads. We also show its utility in the analysis of an in-house dataset including two read sets characterized by low and high sequencing quality. ddSeeker and its source code are available at https://github.com/cgplab/ddSeeker. CONCLUSIONS: ddSeeker is a freely available tool to perform initial processing and quality metrics of reads generated through Bio-Rad ddSEQ/Illumina single cell transcriptomic experiments. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-018-5249-x) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6304778 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-63047782019-01-02 ddSeeker: a tool for processing Bio-Rad ddSEQ single cell RNA-seq data Romagnoli, Dario Boccalini, Giulia Bonechi, Martina Biagioni, Chiara Fassan, Paola Bertorelli, Roberto Sanctis, Veronica De Leo, Angelo Di Migliaccio, Ilenia Malorni, Luca Benelli, Matteo BMC Genomics Software BACKGROUND: New single-cell isolation technologies are facilitating studies on the transcriptomics of individual cells. Bio-Rad ddSEQ is a droplet-based microfluidic system that, when coupled with downstream Illumina library preparation and sequencing, enables the monitoring of thousands of genes per cell. Sequenced reads show unique features that do not permit the use of freely available tools to perform single cell demultiplexing. RESULTS: We present ddSeeker, a tool to perform initial processing and quality metrics of reads generated through Bio-Rad ddSEQ/Illumina experiments. Its application to the Illumina test dataset demonstrates that ddSeeker performs better than Illumina BaseSpace software, enabling a higher recovery of valid reads. We also show its utility in the analysis of an in-house dataset including two read sets characterized by low and high sequencing quality. ddSeeker and its source code are available at https://github.com/cgplab/ddSeeker. CONCLUSIONS: ddSeeker is a freely available tool to perform initial processing and quality metrics of reads generated through Bio-Rad ddSEQ/Illumina single cell transcriptomic experiments. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-018-5249-x) contains supplementary material, which is available to authorized users. BioMed Central 2018-12-24 /pmc/articles/PMC6304778/ /pubmed/30583719 http://dx.doi.org/10.1186/s12864-018-5249-x Text en © The Author(s) 2018 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Software Romagnoli, Dario Boccalini, Giulia Bonechi, Martina Biagioni, Chiara Fassan, Paola Bertorelli, Roberto Sanctis, Veronica De Leo, Angelo Di Migliaccio, Ilenia Malorni, Luca Benelli, Matteo ddSeeker: a tool for processing Bio-Rad ddSEQ single cell RNA-seq data |
title | ddSeeker: a tool for processing Bio-Rad ddSEQ single cell RNA-seq data |
title_full | ddSeeker: a tool for processing Bio-Rad ddSEQ single cell RNA-seq data |
title_fullStr | ddSeeker: a tool for processing Bio-Rad ddSEQ single cell RNA-seq data |
title_full_unstemmed | ddSeeker: a tool for processing Bio-Rad ddSEQ single cell RNA-seq data |
title_short | ddSeeker: a tool for processing Bio-Rad ddSEQ single cell RNA-seq data |
title_sort | ddseeker: a tool for processing bio-rad ddseq single cell rna-seq data |
topic | Software |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6304778/ https://www.ncbi.nlm.nih.gov/pubmed/30583719 http://dx.doi.org/10.1186/s12864-018-5249-x |
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