Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Onoda, Naoki, Kawabata, Ayako, Hasegawa, Kumi, Sakakura, Megumi, Urakawa, Itaru, Seki, Masahide, Zenkoh, Junko, Suzuki, Ayako, Suzuki, Yutaka
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
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
_version_ 1784688200349908992
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
work_keys_str_mv AT onodanaoki spatialandsinglecelltranscriptomeanalysisrevealschangesingeneexpressioninresponsetodrugperturbationinratkidney
AT kawabataayako spatialandsinglecelltranscriptomeanalysisrevealschangesingeneexpressioninresponsetodrugperturbationinratkidney
AT hasegawakumi spatialandsinglecelltranscriptomeanalysisrevealschangesingeneexpressioninresponsetodrugperturbationinratkidney
AT sakakuramegumi spatialandsinglecelltranscriptomeanalysisrevealschangesingeneexpressioninresponsetodrugperturbationinratkidney
AT urakawaitaru spatialandsinglecelltranscriptomeanalysisrevealschangesingeneexpressioninresponsetodrugperturbationinratkidney
AT sekimasahide spatialandsinglecelltranscriptomeanalysisrevealschangesingeneexpressioninresponsetodrugperturbationinratkidney
AT zenkohjunko spatialandsinglecelltranscriptomeanalysisrevealschangesingeneexpressioninresponsetodrugperturbationinratkidney
AT suzukiayako spatialandsinglecelltranscriptomeanalysisrevealschangesingeneexpressioninresponsetodrugperturbationinratkidney
AT suzukiyutaka spatialandsinglecelltranscriptomeanalysisrevealschangesingeneexpressioninresponsetodrugperturbationinratkidney