Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Rawson, Ashley, Saxena, Vijay, Gao, Hongyu, Hooks, Jenaya, Xuei, Xiaoling, McGuire, Patrick, Hato, Takashi, Hains, David S., Anderson, Ryan M., Schwaderer, Andrew L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Pathogens and Immunity 2022
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
_version_ 1784651176129593344
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
work_keys_str_mv AT rawsonashley apilotsinglecellanalysisofthezebrafishembryocellularresponsestouropathogenicescherichiacoliinfection
AT saxenavijay apilotsinglecellanalysisofthezebrafishembryocellularresponsestouropathogenicescherichiacoliinfection
AT gaohongyu apilotsinglecellanalysisofthezebrafishembryocellularresponsestouropathogenicescherichiacoliinfection
AT hooksjenaya apilotsinglecellanalysisofthezebrafishembryocellularresponsestouropathogenicescherichiacoliinfection
AT xueixiaoling apilotsinglecellanalysisofthezebrafishembryocellularresponsestouropathogenicescherichiacoliinfection
AT mcguirepatrick apilotsinglecellanalysisofthezebrafishembryocellularresponsestouropathogenicescherichiacoliinfection
AT hatotakashi apilotsinglecellanalysisofthezebrafishembryocellularresponsestouropathogenicescherichiacoliinfection
AT hainsdavids apilotsinglecellanalysisofthezebrafishembryocellularresponsestouropathogenicescherichiacoliinfection
AT andersonryanm apilotsinglecellanalysisofthezebrafishembryocellularresponsestouropathogenicescherichiacoliinfection
AT schwadererandrewl apilotsinglecellanalysisofthezebrafishembryocellularresponsestouropathogenicescherichiacoliinfection
AT rawsonashley pilotsinglecellanalysisofthezebrafishembryocellularresponsestouropathogenicescherichiacoliinfection
AT saxenavijay pilotsinglecellanalysisofthezebrafishembryocellularresponsestouropathogenicescherichiacoliinfection
AT gaohongyu pilotsinglecellanalysisofthezebrafishembryocellularresponsestouropathogenicescherichiacoliinfection
AT hooksjenaya pilotsinglecellanalysisofthezebrafishembryocellularresponsestouropathogenicescherichiacoliinfection
AT xueixiaoling pilotsinglecellanalysisofthezebrafishembryocellularresponsestouropathogenicescherichiacoliinfection
AT mcguirepatrick pilotsinglecellanalysisofthezebrafishembryocellularresponsestouropathogenicescherichiacoliinfection
AT hatotakashi pilotsinglecellanalysisofthezebrafishembryocellularresponsestouropathogenicescherichiacoliinfection
AT hainsdavids pilotsinglecellanalysisofthezebrafishembryocellularresponsestouropathogenicescherichiacoliinfection
AT andersonryanm pilotsinglecellanalysisofthezebrafishembryocellularresponsestouropathogenicescherichiacoliinfection
AT schwadererandrewl pilotsinglecellanalysisofthezebrafishembryocellularresponsestouropathogenicescherichiacoliinfection