Quartz-Seq2: a high-throughput single-cell RNA-sequencing method that effectively uses limited sequence reads
Abstract High-throughput single-cell RNA-seq methods assign limited unique molecular identifier (UMI) counts as gene expression values to single cells from shallow sequence reads and detect limited gene counts. We thus developed a high-throughput single-cell RNA-seq method, Quartz-Seq2, to overcome...
Main Authors: | , , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
BMC
2018-03-01
|
Series: | Genome Biology |
Subjects: | |
Online Access: | http://link.springer.com/article/10.1186/s13059-018-1407-3 |
id |
doaj-c6e06f621cad42aba91dfc773d7a7eab |
---|---|
record_format |
Article |
spelling |
doaj-c6e06f621cad42aba91dfc773d7a7eab2020-11-24T21:38:58ZengBMCGenome Biology1474-760X2018-03-0119112410.1186/s13059-018-1407-3Quartz-Seq2: a high-throughput single-cell RNA-sequencing method that effectively uses limited sequence readsYohei Sasagawa0Hiroki Danno1Hitomi Takada2Masashi Ebisawa3Kaori Tanaka4Tetsutaro Hayashi5Akira Kurisaki6Itoshi Nikaido7Bioinformatics Research Unit, Advanced Center for Computing and Communication, RIKENBioinformatics Research Unit, Advanced Center for Computing and Communication, RIKENLaboratory of Stem Cell Technology, Graduate School of Biological Sciences, Nara Institute of Science and TechnologyBioinformatics Research Unit, Advanced Center for Computing and Communication, RIKENBioinformatics Research Unit, Advanced Center for Computing and Communication, RIKENBioinformatics Research Unit, Advanced Center for Computing and Communication, RIKENLaboratory of Stem Cell Technology, Graduate School of Biological Sciences, Nara Institute of Science and TechnologyBioinformatics Research Unit, Advanced Center for Computing and Communication, RIKENAbstract High-throughput single-cell RNA-seq methods assign limited unique molecular identifier (UMI) counts as gene expression values to single cells from shallow sequence reads and detect limited gene counts. We thus developed a high-throughput single-cell RNA-seq method, Quartz-Seq2, to overcome these issues. Our improvements in the reaction steps make it possible to effectively convert initial reads to UMI counts, at a rate of 30–50%, and detect more genes. To demonstrate the power of Quartz-Seq2, we analyzed approximately 10,000 transcriptomes from in vitro embryonic stem cells and an in vivo stromal vascular fraction with a limited number of reads.http://link.springer.com/article/10.1186/s13059-018-1407-3High-throughput single-cell RNA-seqFlow cytometryCell sorterQuartz-SeqPoly(A) taggingStromal vascular fraction |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Yohei Sasagawa Hiroki Danno Hitomi Takada Masashi Ebisawa Kaori Tanaka Tetsutaro Hayashi Akira Kurisaki Itoshi Nikaido |
spellingShingle |
Yohei Sasagawa Hiroki Danno Hitomi Takada Masashi Ebisawa Kaori Tanaka Tetsutaro Hayashi Akira Kurisaki Itoshi Nikaido Quartz-Seq2: a high-throughput single-cell RNA-sequencing method that effectively uses limited sequence reads Genome Biology High-throughput single-cell RNA-seq Flow cytometry Cell sorter Quartz-Seq Poly(A) tagging Stromal vascular fraction |
author_facet |
Yohei Sasagawa Hiroki Danno Hitomi Takada Masashi Ebisawa Kaori Tanaka Tetsutaro Hayashi Akira Kurisaki Itoshi Nikaido |
author_sort |
Yohei Sasagawa |
title |
Quartz-Seq2: a high-throughput single-cell RNA-sequencing method that effectively uses limited sequence reads |
title_short |
Quartz-Seq2: a high-throughput single-cell RNA-sequencing method that effectively uses limited sequence reads |
title_full |
Quartz-Seq2: a high-throughput single-cell RNA-sequencing method that effectively uses limited sequence reads |
title_fullStr |
Quartz-Seq2: a high-throughput single-cell RNA-sequencing method that effectively uses limited sequence reads |
title_full_unstemmed |
Quartz-Seq2: a high-throughput single-cell RNA-sequencing method that effectively uses limited sequence reads |
title_sort |
quartz-seq2: a high-throughput single-cell rna-sequencing method that effectively uses limited sequence reads |
publisher |
BMC |
series |
Genome Biology |
issn |
1474-760X |
publishDate |
2018-03-01 |
description |
Abstract High-throughput single-cell RNA-seq methods assign limited unique molecular identifier (UMI) counts as gene expression values to single cells from shallow sequence reads and detect limited gene counts. We thus developed a high-throughput single-cell RNA-seq method, Quartz-Seq2, to overcome these issues. Our improvements in the reaction steps make it possible to effectively convert initial reads to UMI counts, at a rate of 30–50%, and detect more genes. To demonstrate the power of Quartz-Seq2, we analyzed approximately 10,000 transcriptomes from in vitro embryonic stem cells and an in vivo stromal vascular fraction with a limited number of reads. |
topic |
High-throughput single-cell RNA-seq Flow cytometry Cell sorter Quartz-Seq Poly(A) tagging Stromal vascular fraction |
url |
http://link.springer.com/article/10.1186/s13059-018-1407-3 |
work_keys_str_mv |
AT yoheisasagawa quartzseq2ahighthroughputsinglecellrnasequencingmethodthateffectivelyuseslimitedsequencereads AT hirokidanno quartzseq2ahighthroughputsinglecellrnasequencingmethodthateffectivelyuseslimitedsequencereads AT hitomitakada quartzseq2ahighthroughputsinglecellrnasequencingmethodthateffectivelyuseslimitedsequencereads AT masashiebisawa quartzseq2ahighthroughputsinglecellrnasequencingmethodthateffectivelyuseslimitedsequencereads AT kaoritanaka quartzseq2ahighthroughputsinglecellrnasequencingmethodthateffectivelyuseslimitedsequencereads AT tetsutarohayashi quartzseq2ahighthroughputsinglecellrnasequencingmethodthateffectivelyuseslimitedsequencereads AT akirakurisaki quartzseq2ahighthroughputsinglecellrnasequencingmethodthateffectivelyuseslimitedsequencereads AT itoshinikaido quartzseq2ahighthroughputsinglecellrnasequencingmethodthateffectivelyuseslimitedsequencereads |
_version_ |
1725933449967042560 |