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Integrated analysis of glycan and RNA in single cells
Single-cell sequencing has emerged as an indispensable technology to dissect cellular heterogeneity but never been applied to the simultaneous analysis of glycan and RNA. Using oligonucleotide-labeled lectins, we first established lectin-based glycan profiling of single cells by sequencing (scGlycan...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8349903/ https://www.ncbi.nlm.nih.gov/pubmed/34401666 http://dx.doi.org/10.1016/j.isci.2021.102882 |
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author | Minoshima, Fumi Ozaki, Haruka Odaka, Haruki Tateno, Hiroaki |
author_facet | Minoshima, Fumi Ozaki, Haruka Odaka, Haruki Tateno, Hiroaki |
author_sort | Minoshima, Fumi |
collection | PubMed |
description | Single-cell sequencing has emerged as an indispensable technology to dissect cellular heterogeneity but never been applied to the simultaneous analysis of glycan and RNA. Using oligonucleotide-labeled lectins, we first established lectin-based glycan profiling of single cells by sequencing (scGlycan-seq). We then combined the scGlycan-seq with single-cell transcriptome profiling for joint analysis of glycan and RNA in single cells (scGR-seq). Using scGR-seq, we analyzed the two modalities in human induced pluripotent stem cells (hiPSCs) before and after differentiation into neural progenitor cells at the single-cell resolution. The combination of RNA and glycan separated the two cell types clearer than either one of them. Furthermore, integrative analysis of glycan and RNA modalities in single cells found known and unknown lectins that were specific to hiPSCs and coordinated with neural differentiation. Taken together, we demonstrate that scGR-seq can reveal the cellular heterogeneity and biological roles of glycans across multicellular systems. |
format | Online Article Text |
id | pubmed-8349903 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-83499032021-08-15 Integrated analysis of glycan and RNA in single cells Minoshima, Fumi Ozaki, Haruka Odaka, Haruki Tateno, Hiroaki iScience Article Single-cell sequencing has emerged as an indispensable technology to dissect cellular heterogeneity but never been applied to the simultaneous analysis of glycan and RNA. Using oligonucleotide-labeled lectins, we first established lectin-based glycan profiling of single cells by sequencing (scGlycan-seq). We then combined the scGlycan-seq with single-cell transcriptome profiling for joint analysis of glycan and RNA in single cells (scGR-seq). Using scGR-seq, we analyzed the two modalities in human induced pluripotent stem cells (hiPSCs) before and after differentiation into neural progenitor cells at the single-cell resolution. The combination of RNA and glycan separated the two cell types clearer than either one of them. Furthermore, integrative analysis of glycan and RNA modalities in single cells found known and unknown lectins that were specific to hiPSCs and coordinated with neural differentiation. Taken together, we demonstrate that scGR-seq can reveal the cellular heterogeneity and biological roles of glycans across multicellular systems. Elsevier 2021-07-17 /pmc/articles/PMC8349903/ /pubmed/34401666 http://dx.doi.org/10.1016/j.isci.2021.102882 Text en © 2021 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Minoshima, Fumi Ozaki, Haruka Odaka, Haruki Tateno, Hiroaki Integrated analysis of glycan and RNA in single cells |
title | Integrated analysis of glycan and RNA in single cells |
title_full | Integrated analysis of glycan and RNA in single cells |
title_fullStr | Integrated analysis of glycan and RNA in single cells |
title_full_unstemmed | Integrated analysis of glycan and RNA in single cells |
title_short | Integrated analysis of glycan and RNA in single cells |
title_sort | integrated analysis of glycan and rna in single cells |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8349903/ https://www.ncbi.nlm.nih.gov/pubmed/34401666 http://dx.doi.org/10.1016/j.isci.2021.102882 |
work_keys_str_mv | AT minoshimafumi integratedanalysisofglycanandrnainsinglecells AT ozakiharuka integratedanalysisofglycanandrnainsinglecells AT odakaharuki integratedanalysisofglycanandrnainsinglecells AT tatenohiroaki integratedanalysisofglycanandrnainsinglecells |