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Spatial and single-cell transcriptome analysis reveals changes in gene expression in response to drug perturbation in rat kidney
The kidney is a complex organ that consists of various types of cells. It is occasionally difficult to resolve molecular alterations and possible perturbations that the kidney experiences due to drug-induced damage. In this study, we performed spatial and single-cell transcriptome analysis of rat ki...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9014450/ https://www.ncbi.nlm.nih.gov/pubmed/35325072 http://dx.doi.org/10.1093/dnares/dsac007 |
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author | Onoda, Naoki Kawabata, Ayako Hasegawa, Kumi Sakakura, Megumi Urakawa, Itaru Seki, Masahide Zenkoh, Junko Suzuki, Ayako Suzuki, Yutaka |
author_facet | Onoda, Naoki Kawabata, Ayako Hasegawa, Kumi Sakakura, Megumi Urakawa, Itaru Seki, Masahide Zenkoh, Junko Suzuki, Ayako Suzuki, Yutaka |
author_sort | Onoda, Naoki |
collection | PubMed |
description | The kidney is a complex organ that consists of various types of cells. It is occasionally difficult to resolve molecular alterations and possible perturbations that the kidney experiences due to drug-induced damage. In this study, we performed spatial and single-cell transcriptome analysis of rat kidneys and constructed a precise rat renal cell atlas with spatial information. Using the constructed catalogue, we were able to characterize cells of several minor populations, such as macula densa or juxtaglomerular cells. Further inspection of the spatial gene expression data allowed us to identify the upregulation of genes involved in the renin regulating pathway in losartan-treated populations. Losartan is an angiotensin II receptor antagonist drug, and the observed upregulation of the renin pathway-related genes could be due to feedback from the hypotensive action of the drug. Furthermore, we found spatial heterogeneity in the response to losartan among the glomeruli. These results collectively indicate that integrated single-cell and spatial gene expression analysis is a powerful approach to reveal the detailed associations between the different cell types spanning the complicated renal compartments. |
format | Online Article Text |
id | pubmed-9014450 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-90144502022-04-18 Spatial and single-cell transcriptome analysis reveals changes in gene expression in response to drug perturbation in rat kidney Onoda, Naoki Kawabata, Ayako Hasegawa, Kumi Sakakura, Megumi Urakawa, Itaru Seki, Masahide Zenkoh, Junko Suzuki, Ayako Suzuki, Yutaka DNA Res Research Article The kidney is a complex organ that consists of various types of cells. It is occasionally difficult to resolve molecular alterations and possible perturbations that the kidney experiences due to drug-induced damage. In this study, we performed spatial and single-cell transcriptome analysis of rat kidneys and constructed a precise rat renal cell atlas with spatial information. Using the constructed catalogue, we were able to characterize cells of several minor populations, such as macula densa or juxtaglomerular cells. Further inspection of the spatial gene expression data allowed us to identify the upregulation of genes involved in the renin regulating pathway in losartan-treated populations. Losartan is an angiotensin II receptor antagonist drug, and the observed upregulation of the renin pathway-related genes could be due to feedback from the hypotensive action of the drug. Furthermore, we found spatial heterogeneity in the response to losartan among the glomeruli. These results collectively indicate that integrated single-cell and spatial gene expression analysis is a powerful approach to reveal the detailed associations between the different cell types spanning the complicated renal compartments. Oxford University Press 2022-03-23 /pmc/articles/PMC9014450/ /pubmed/35325072 http://dx.doi.org/10.1093/dnares/dsac007 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of Kazusa DNA Research Institute. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Onoda, Naoki Kawabata, Ayako Hasegawa, Kumi Sakakura, Megumi Urakawa, Itaru Seki, Masahide Zenkoh, Junko Suzuki, Ayako Suzuki, Yutaka Spatial and single-cell transcriptome analysis reveals changes in gene expression in response to drug perturbation in rat kidney |
title | Spatial and single-cell transcriptome analysis reveals changes in gene expression in response to drug perturbation in rat kidney |
title_full | Spatial and single-cell transcriptome analysis reveals changes in gene expression in response to drug perturbation in rat kidney |
title_fullStr | Spatial and single-cell transcriptome analysis reveals changes in gene expression in response to drug perturbation in rat kidney |
title_full_unstemmed | Spatial and single-cell transcriptome analysis reveals changes in gene expression in response to drug perturbation in rat kidney |
title_short | Spatial and single-cell transcriptome analysis reveals changes in gene expression in response to drug perturbation in rat kidney |
title_sort | spatial and single-cell transcriptome analysis reveals changes in gene expression in response to drug perturbation in rat kidney |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9014450/ https://www.ncbi.nlm.nih.gov/pubmed/35325072 http://dx.doi.org/10.1093/dnares/dsac007 |
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