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A Pilot Single Cell Analysis of the Zebrafish Embryo Cellular Responses to Uropathogenic Escherichia coli Infection
BACKGROUND: Uropathogenic Escherichia coli (UPEC) infections are common and when they disseminate can be of high morbidity. METHODS: We studied the effects of UPEC infection using single cell RNA sequencing (scRNAseq) in zebrafish. Bulk RNA sequencing has historically been used to evaluate gene expr...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Pathogens and Immunity
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8843076/ https://www.ncbi.nlm.nih.gov/pubmed/35178490 http://dx.doi.org/10.20411/pai.v7i1.479 |
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author | Rawson, Ashley Saxena, Vijay Gao, Hongyu Hooks, Jenaya Xuei, Xiaoling McGuire, Patrick Hato, Takashi Hains, David S. Anderson, Ryan M. Schwaderer, Andrew L. |
author_facet | Rawson, Ashley Saxena, Vijay Gao, Hongyu Hooks, Jenaya Xuei, Xiaoling McGuire, Patrick Hato, Takashi Hains, David S. Anderson, Ryan M. Schwaderer, Andrew L. |
author_sort | Rawson, Ashley |
collection | PubMed |
description | BACKGROUND: Uropathogenic Escherichia coli (UPEC) infections are common and when they disseminate can be of high morbidity. METHODS: We studied the effects of UPEC infection using single cell RNA sequencing (scRNAseq) in zebrafish. Bulk RNA sequencing has historically been used to evaluate gene expression patterns, but scRNAseq allows gene expression to be evaluated at the single cell level and is optimal for evaluating heterogeneity within cell types and rare cell types. Zebrafish cohorts were injected with either saline or UPEC, and scRNAseq and canonical pathway analyses were performed. RESULTS: Canonical pathway analysis of scRNAseq data provided key information regarding innate immune pathways in the cells determined to be thymus cells, ionocytes, macrophages/monocytes, and pronephros cells. Pathways activated in thymus cells included interleukin 6 (IL-6) signaling and production of reactive oxygen species. Fc receptor-mediated phagocytosis was a leading canonical pathway in the pronephros and macrophages. Genes that were downregulated in UPEC vs saline exposed embryos involved the cellular response to the Gram-negative endotoxin lipopolysaccharide (LPS) and included Forkhead Box O1a (Foxo1a), Tribbles Pseudokinase 3 (Trib3), Arginase 2 (Arg2) and Polo Like Kinase 3 (Plk3). CONCLUSIONS: Because 4-day post fertilization zebrafish embryos only have innate immune systems, the scRNAseq provides insights into pathways and genes that cell types utilize in the bacterial response. Based on our analysis, we have identified genes and pathways that might serve as genetic targets for treatment and further investigation in UPEC infections at the single cell level. |
format | Online Article Text |
id | pubmed-8843076 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Pathogens and Immunity |
record_format | MEDLINE/PubMed |
spelling | pubmed-88430762022-02-16 A Pilot Single Cell Analysis of the Zebrafish Embryo Cellular Responses to Uropathogenic Escherichia coli Infection Rawson, Ashley Saxena, Vijay Gao, Hongyu Hooks, Jenaya Xuei, Xiaoling McGuire, Patrick Hato, Takashi Hains, David S. Anderson, Ryan M. Schwaderer, Andrew L. Pathog Immun Research Article BACKGROUND: Uropathogenic Escherichia coli (UPEC) infections are common and when they disseminate can be of high morbidity. METHODS: We studied the effects of UPEC infection using single cell RNA sequencing (scRNAseq) in zebrafish. Bulk RNA sequencing has historically been used to evaluate gene expression patterns, but scRNAseq allows gene expression to be evaluated at the single cell level and is optimal for evaluating heterogeneity within cell types and rare cell types. Zebrafish cohorts were injected with either saline or UPEC, and scRNAseq and canonical pathway analyses were performed. RESULTS: Canonical pathway analysis of scRNAseq data provided key information regarding innate immune pathways in the cells determined to be thymus cells, ionocytes, macrophages/monocytes, and pronephros cells. Pathways activated in thymus cells included interleukin 6 (IL-6) signaling and production of reactive oxygen species. Fc receptor-mediated phagocytosis was a leading canonical pathway in the pronephros and macrophages. Genes that were downregulated in UPEC vs saline exposed embryos involved the cellular response to the Gram-negative endotoxin lipopolysaccharide (LPS) and included Forkhead Box O1a (Foxo1a), Tribbles Pseudokinase 3 (Trib3), Arginase 2 (Arg2) and Polo Like Kinase 3 (Plk3). CONCLUSIONS: Because 4-day post fertilization zebrafish embryos only have innate immune systems, the scRNAseq provides insights into pathways and genes that cell types utilize in the bacterial response. Based on our analysis, we have identified genes and pathways that might serve as genetic targets for treatment and further investigation in UPEC infections at the single cell level. Pathogens and Immunity 2022-02-04 /pmc/articles/PMC8843076/ /pubmed/35178490 http://dx.doi.org/10.20411/pai.v7i1.479 Text en Copyright © 2022 Pathogens and Immunity https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) |
spellingShingle | Research Article Rawson, Ashley Saxena, Vijay Gao, Hongyu Hooks, Jenaya Xuei, Xiaoling McGuire, Patrick Hato, Takashi Hains, David S. Anderson, Ryan M. Schwaderer, Andrew L. A Pilot Single Cell Analysis of the Zebrafish Embryo Cellular Responses to Uropathogenic Escherichia coli Infection |
title | A Pilot Single Cell Analysis of the Zebrafish Embryo Cellular Responses to Uropathogenic Escherichia coli Infection |
title_full | A Pilot Single Cell Analysis of the Zebrafish Embryo Cellular Responses to Uropathogenic Escherichia coli Infection |
title_fullStr | A Pilot Single Cell Analysis of the Zebrafish Embryo Cellular Responses to Uropathogenic Escherichia coli Infection |
title_full_unstemmed | A Pilot Single Cell Analysis of the Zebrafish Embryo Cellular Responses to Uropathogenic Escherichia coli Infection |
title_short | A Pilot Single Cell Analysis of the Zebrafish Embryo Cellular Responses to Uropathogenic Escherichia coli Infection |
title_sort | pilot single cell analysis of the zebrafish embryo cellular responses to uropathogenic escherichia coli infection |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8843076/ https://www.ncbi.nlm.nih.gov/pubmed/35178490 http://dx.doi.org/10.20411/pai.v7i1.479 |
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