Mapping the cellular landscape of Atlantic salmon head kidney by single cell and single nucleus transcriptomics

Single-cell transcriptomics is the current gold standard for global gene expression profiling, not only in mammals and model species, but also in non-model fish species. This is a rapidly expanding field, creating a deeper understanding of tissue heterogeneity and the distinct functions of individua...

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Published in:Fish & Shellfish Immunology
Main Authors: Andresen, Adriana M.S., Taylor, Richard S., Grimholt, Unni, Daniels, Rose Ruiz, Sun, Jianxuan, Dobie, Ross, Henderson, Neil C., Martin, Samuel A.M., Macqueen, Daniel J., Fosse, Johanna H.
Other Authors: Biotechnology and Biological Sciences Research Council, Norwegian Veterinary Institute, University of Edinburgh, Institute of Aquaculture, University of Aberdeen, orcid:0009-0006-1478-7221, orcid:0000-0002-2273-4094, orcid:0000-0003-0289-6317, orcid:0000-0001-5837-5006
Format: Article in Journal/Newspaper
Language:English
Published: Elsevier BV 2024
Subjects:
Online Access:http://hdl.handle.net/1893/35862
https://doi.org/10.1016/j.fsi.2024.109357
http://dspace.stir.ac.uk/retrieve/3c9ce768-c0e9-4b94-b517-d88dfb91562a/Mapping%20the%20cellular%20landscape%20of%20Atlantic%20salmon%20head%20kidney%20by%20single%20cell%20and%20single%20nucleus%20transcriptomics.pdf
id ftunivstirling:oai:dspace.stir.ac.uk:1893/35862
record_format openpolar
institution Open Polar
collection University of Stirling: Stirling Digital Research Repository
op_collection_id ftunivstirling
language English
topic Atlantic Salmon
Single cell RNA sequencing
Single nucleus RNA sequencing
Cellular heterogeneity
Head kidney
Marker genes
spellingShingle Atlantic Salmon
Single cell RNA sequencing
Single nucleus RNA sequencing
Cellular heterogeneity
Head kidney
Marker genes
Andresen, Adriana M.S.
Taylor, Richard S.
Grimholt, Unni
Daniels, Rose Ruiz
Sun, Jianxuan
Dobie, Ross
Henderson, Neil C.
Martin, Samuel A.M.
Macqueen, Daniel J.
Fosse, Johanna H.
Mapping the cellular landscape of Atlantic salmon head kidney by single cell and single nucleus transcriptomics
topic_facet Atlantic Salmon
Single cell RNA sequencing
Single nucleus RNA sequencing
Cellular heterogeneity
Head kidney
Marker genes
description Single-cell transcriptomics is the current gold standard for global gene expression profiling, not only in mammals and model species, but also in non-model fish species. This is a rapidly expanding field, creating a deeper understanding of tissue heterogeneity and the distinct functions of individual cells, making it possible to explore the complexities of immunology and gene expression on a highly resolved level. In this study, we compared two single cell transcriptomic approaches to investigate cellular heterogeneity within the head kidney of healthy farmed Atlantic salmon (Salmo salar). We compared 14,149 cell transcriptomes assayed by single cell RNA-seq (scRNA-seq) with 18,067 nuclei transcriptomes captured by single nucleus RNA-Seq (snRNA-seq). Both approaches detected eight major cell populations in common: granulocytes, heamatopoietic stem cells, erythrocytes, mononuclear phagocytes, thrombocytes, B cells, NK-like cells, and T cells. Four additional cell types, endothelial, epithelial, interrenal, and mesenchymal cells, were detected in the snRNA-seq dataset, but appeared to be lost during preparation of the single cell suspension submitted for scRNA-seq library generation. We identified additional heterogeneity and subpopulations within the B cells, T cells, and endothelial cells, and revealed developmental trajectories of heamatopoietic stem cells into differentiated granulocyte and mononuclear phagocyte populations. Gene expression profiles of B cell subtypes revealed distinct IgM and IgT-skewed resting B cell lineages and provided insights into the regulation of B cell lymphopoiesis. The analysis revealed eleven T cell sub-populations, displaying a level of T cell heterogeneity in salmon head kidney comparable to that observed in mammals, including distinct subsets of cd4/cd8-negative T cells, such as tcrγ positive, progenitor-like, and cytotoxic cells. Although snRNA-seq and scRNA-seq were both useful to resolve cell type-specific expression in the Atlantic salmon head kidney, the snRNA-seq pipeline ...
author2 Biotechnology and Biological Sciences Research Council
Norwegian Veterinary Institute
University of Edinburgh
Institute of Aquaculture
University of Aberdeen
orcid:0009-0006-1478-7221
orcid:0000-0002-2273-4094
orcid:0000-0003-0289-6317
orcid:0000-0001-5837-5006
format Article in Journal/Newspaper
author Andresen, Adriana M.S.
Taylor, Richard S.
Grimholt, Unni
Daniels, Rose Ruiz
Sun, Jianxuan
Dobie, Ross
Henderson, Neil C.
Martin, Samuel A.M.
Macqueen, Daniel J.
Fosse, Johanna H.
author_facet Andresen, Adriana M.S.
Taylor, Richard S.
Grimholt, Unni
Daniels, Rose Ruiz
Sun, Jianxuan
Dobie, Ross
Henderson, Neil C.
Martin, Samuel A.M.
Macqueen, Daniel J.
Fosse, Johanna H.
author_sort Andresen, Adriana M.S.
title Mapping the cellular landscape of Atlantic salmon head kidney by single cell and single nucleus transcriptomics
title_short Mapping the cellular landscape of Atlantic salmon head kidney by single cell and single nucleus transcriptomics
title_full Mapping the cellular landscape of Atlantic salmon head kidney by single cell and single nucleus transcriptomics
title_fullStr Mapping the cellular landscape of Atlantic salmon head kidney by single cell and single nucleus transcriptomics
title_full_unstemmed Mapping the cellular landscape of Atlantic salmon head kidney by single cell and single nucleus transcriptomics
title_sort mapping the cellular landscape of atlantic salmon head kidney by single cell and single nucleus transcriptomics
publisher Elsevier BV
publishDate 2024
url http://hdl.handle.net/1893/35862
https://doi.org/10.1016/j.fsi.2024.109357
http://dspace.stir.ac.uk/retrieve/3c9ce768-c0e9-4b94-b517-d88dfb91562a/Mapping%20the%20cellular%20landscape%20of%20Atlantic%20salmon%20head%20kidney%20by%20single%20cell%20and%20single%20nucleus%20transcriptomics.pdf
genre Atlantic salmon
Salmo salar
genre_facet Atlantic salmon
Salmo salar
op_relation Andresen AM, Taylor RS, Grimholt U, Daniels RR, Sun J, Dobie R, Henderson NC, Martin SA, Macqueen DJ & Fosse JH (2024) Mapping the cellular landscape of Atlantic salmon head kidney by single cell and single nucleus transcriptomics. Fish & Shellfish Immunology , 146, Art. No.: 109357. https://doi.org/10.1016/j.fsi.2024.109357
109357
http://hdl.handle.net/1893/35862
doi:10.1016/j.fsi.2024.109357
38181891
WOS:001170668600001
2-s2.0-85182912273
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http://dspace.stir.ac.uk/retrieve/3c9ce768-c0e9-4b94-b517-d88dfb91562a/Mapping%20the%20cellular%20landscape%20of%20Atlantic%20salmon%20head%20kidney%20by%20single%20cell%20and%20single%20nucleus%20transcriptomics.pdf
op_rights © 2024 The Authors. Published by Elsevier Ltd. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/)
http://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.1016/j.fsi.2024.109357
container_title Fish & Shellfish Immunology
container_volume 146
container_start_page 109357
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spelling ftunivstirling:oai:dspace.stir.ac.uk:1893/35862 2024-04-21T07:57:03+00:00 Mapping the cellular landscape of Atlantic salmon head kidney by single cell and single nucleus transcriptomics Andresen, Adriana M.S. Taylor, Richard S. Grimholt, Unni Daniels, Rose Ruiz Sun, Jianxuan Dobie, Ross Henderson, Neil C. Martin, Samuel A.M. Macqueen, Daniel J. Fosse, Johanna H. Biotechnology and Biological Sciences Research Council Norwegian Veterinary Institute University of Edinburgh Institute of Aquaculture University of Aberdeen orcid:0009-0006-1478-7221 orcid:0000-0002-2273-4094 orcid:0000-0003-0289-6317 orcid:0000-0001-5837-5006 2024-03 application/pdf http://hdl.handle.net/1893/35862 https://doi.org/10.1016/j.fsi.2024.109357 http://dspace.stir.ac.uk/retrieve/3c9ce768-c0e9-4b94-b517-d88dfb91562a/Mapping%20the%20cellular%20landscape%20of%20Atlantic%20salmon%20head%20kidney%20by%20single%20cell%20and%20single%20nucleus%20transcriptomics.pdf en eng Elsevier BV Andresen AM, Taylor RS, Grimholt U, Daniels RR, Sun J, Dobie R, Henderson NC, Martin SA, Macqueen DJ & Fosse JH (2024) Mapping the cellular landscape of Atlantic salmon head kidney by single cell and single nucleus transcriptomics. Fish & Shellfish Immunology , 146, Art. No.: 109357. https://doi.org/10.1016/j.fsi.2024.109357 109357 http://hdl.handle.net/1893/35862 doi:10.1016/j.fsi.2024.109357 38181891 WOS:001170668600001 2-s2.0-85182912273 1987322 http://dspace.stir.ac.uk/retrieve/3c9ce768-c0e9-4b94-b517-d88dfb91562a/Mapping%20the%20cellular%20landscape%20of%20Atlantic%20salmon%20head%20kidney%20by%20single%20cell%20and%20single%20nucleus%20transcriptomics.pdf © 2024 The Authors. Published by Elsevier Ltd. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/) http://creativecommons.org/licenses/by/4.0/ Atlantic Salmon Single cell RNA sequencing Single nucleus RNA sequencing Cellular heterogeneity Head kidney Marker genes Journal Article VoR - Version of Record 2024 ftunivstirling https://doi.org/10.1016/j.fsi.2024.109357 2024-03-27T15:02:48Z Single-cell transcriptomics is the current gold standard for global gene expression profiling, not only in mammals and model species, but also in non-model fish species. This is a rapidly expanding field, creating a deeper understanding of tissue heterogeneity and the distinct functions of individual cells, making it possible to explore the complexities of immunology and gene expression on a highly resolved level. In this study, we compared two single cell transcriptomic approaches to investigate cellular heterogeneity within the head kidney of healthy farmed Atlantic salmon (Salmo salar). We compared 14,149 cell transcriptomes assayed by single cell RNA-seq (scRNA-seq) with 18,067 nuclei transcriptomes captured by single nucleus RNA-Seq (snRNA-seq). Both approaches detected eight major cell populations in common: granulocytes, heamatopoietic stem cells, erythrocytes, mononuclear phagocytes, thrombocytes, B cells, NK-like cells, and T cells. Four additional cell types, endothelial, epithelial, interrenal, and mesenchymal cells, were detected in the snRNA-seq dataset, but appeared to be lost during preparation of the single cell suspension submitted for scRNA-seq library generation. We identified additional heterogeneity and subpopulations within the B cells, T cells, and endothelial cells, and revealed developmental trajectories of heamatopoietic stem cells into differentiated granulocyte and mononuclear phagocyte populations. Gene expression profiles of B cell subtypes revealed distinct IgM and IgT-skewed resting B cell lineages and provided insights into the regulation of B cell lymphopoiesis. The analysis revealed eleven T cell sub-populations, displaying a level of T cell heterogeneity in salmon head kidney comparable to that observed in mammals, including distinct subsets of cd4/cd8-negative T cells, such as tcrγ positive, progenitor-like, and cytotoxic cells. Although snRNA-seq and scRNA-seq were both useful to resolve cell type-specific expression in the Atlantic salmon head kidney, the snRNA-seq pipeline ... Article in Journal/Newspaper Atlantic salmon Salmo salar University of Stirling: Stirling Digital Research Repository Fish & Shellfish Immunology 146 109357