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Nuclei multiplexing with barcoded antibodies for single-nucleus genomics
Single-nucleus RNA-seq (snRNA-seq) enables the interrogation of cellular states in complex tissues that are challenging to dissociate or are frozen, and opens the way to human genetics studies, clinical trials, and precise cell atlases of large organs. However, such applications are currently limite...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6606589/ https://www.ncbi.nlm.nih.gov/pubmed/31266958 http://dx.doi.org/10.1038/s41467-019-10756-2 |
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author | Gaublomme, Jellert T. Li, Bo McCabe, Cristin Knecht, Abigail Yang, Yiming Drokhlyansky, Eugene Van Wittenberghe, Nicholas Waldman, Julia Dionne, Danielle Nguyen, Lan De Jager, Philip L. Yeung, Bertrand Zhao, Xinfang Habib, Naomi Rozenblatt-Rosen, Orit Regev, Aviv |
author_facet | Gaublomme, Jellert T. Li, Bo McCabe, Cristin Knecht, Abigail Yang, Yiming Drokhlyansky, Eugene Van Wittenberghe, Nicholas Waldman, Julia Dionne, Danielle Nguyen, Lan De Jager, Philip L. Yeung, Bertrand Zhao, Xinfang Habib, Naomi Rozenblatt-Rosen, Orit Regev, Aviv |
author_sort | Gaublomme, Jellert T. |
collection | PubMed |
description | Single-nucleus RNA-seq (snRNA-seq) enables the interrogation of cellular states in complex tissues that are challenging to dissociate or are frozen, and opens the way to human genetics studies, clinical trials, and precise cell atlases of large organs. However, such applications are currently limited by batch effects, processing, and costs. Here, we present an approach for multiplexing snRNA-seq, using sample-barcoded antibodies to uniquely label nuclei from distinct samples. Comparing human brain cortex samples profiled with or without hashing antibodies, we demonstrate that nucleus hashing does not significantly alter recovered profiles. We develop DemuxEM, a computational tool that detects inter-sample multiplets and assigns singlets to their sample of origin, and validate its accuracy using sex-specific gene expression, species-mixing and natural genetic variation. Our approach will facilitate tissue atlases of isogenic model organisms or from multiple biopsies or longitudinal samples of one donor, and large-scale perturbation screens. |
format | Online Article Text |
id | pubmed-6606589 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-66065892019-07-05 Nuclei multiplexing with barcoded antibodies for single-nucleus genomics Gaublomme, Jellert T. Li, Bo McCabe, Cristin Knecht, Abigail Yang, Yiming Drokhlyansky, Eugene Van Wittenberghe, Nicholas Waldman, Julia Dionne, Danielle Nguyen, Lan De Jager, Philip L. Yeung, Bertrand Zhao, Xinfang Habib, Naomi Rozenblatt-Rosen, Orit Regev, Aviv Nat Commun Article Single-nucleus RNA-seq (snRNA-seq) enables the interrogation of cellular states in complex tissues that are challenging to dissociate or are frozen, and opens the way to human genetics studies, clinical trials, and precise cell atlases of large organs. However, such applications are currently limited by batch effects, processing, and costs. Here, we present an approach for multiplexing snRNA-seq, using sample-barcoded antibodies to uniquely label nuclei from distinct samples. Comparing human brain cortex samples profiled with or without hashing antibodies, we demonstrate that nucleus hashing does not significantly alter recovered profiles. We develop DemuxEM, a computational tool that detects inter-sample multiplets and assigns singlets to their sample of origin, and validate its accuracy using sex-specific gene expression, species-mixing and natural genetic variation. Our approach will facilitate tissue atlases of isogenic model organisms or from multiple biopsies or longitudinal samples of one donor, and large-scale perturbation screens. Nature Publishing Group UK 2019-07-02 /pmc/articles/PMC6606589/ /pubmed/31266958 http://dx.doi.org/10.1038/s41467-019-10756-2 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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 images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Gaublomme, Jellert T. Li, Bo McCabe, Cristin Knecht, Abigail Yang, Yiming Drokhlyansky, Eugene Van Wittenberghe, Nicholas Waldman, Julia Dionne, Danielle Nguyen, Lan De Jager, Philip L. Yeung, Bertrand Zhao, Xinfang Habib, Naomi Rozenblatt-Rosen, Orit Regev, Aviv Nuclei multiplexing with barcoded antibodies for single-nucleus genomics |
title | Nuclei multiplexing with barcoded antibodies for single-nucleus genomics |
title_full | Nuclei multiplexing with barcoded antibodies for single-nucleus genomics |
title_fullStr | Nuclei multiplexing with barcoded antibodies for single-nucleus genomics |
title_full_unstemmed | Nuclei multiplexing with barcoded antibodies for single-nucleus genomics |
title_short | Nuclei multiplexing with barcoded antibodies for single-nucleus genomics |
title_sort | nuclei multiplexing with barcoded antibodies for single-nucleus genomics |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6606589/ https://www.ncbi.nlm.nih.gov/pubmed/31266958 http://dx.doi.org/10.1038/s41467-019-10756-2 |
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