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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
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.
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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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