Elucidation of the Host Bronchial Lymph Node miRNA Transcriptome Response to Bovine Respiratory Syncytial Virus

Bovine respiratory disease (BRD) causes substantial morbidity and mortality, affecting cattle of all ages. One of the main causes of BRD is an initial inflammatory response to bovine respiratory syncytial virus (BRSV). MicroRNAs are novel and emerging non-coding small RNAs that regulate many biologi...

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Main Authors: Dayle Johnston, Bernadette Earley, Matthew S. McCabe, Jaewoo Kim, Jeremy F. Taylor, Ken Lemon, Michael McMenamy, Catherine Duffy, S. Louise Cosby, Sinéad M. Waters
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-04-01
Series:Frontiers in Genetics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2021.633125/full
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language English
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author Dayle Johnston
Bernadette Earley
Matthew S. McCabe
Jaewoo Kim
Jeremy F. Taylor
Ken Lemon
Michael McMenamy
Catherine Duffy
S. Louise Cosby
Sinéad M. Waters
spellingShingle Dayle Johnston
Bernadette Earley
Matthew S. McCabe
Jaewoo Kim
Jeremy F. Taylor
Ken Lemon
Michael McMenamy
Catherine Duffy
S. Louise Cosby
Sinéad M. Waters
Elucidation of the Host Bronchial Lymph Node miRNA Transcriptome Response to Bovine Respiratory Syncytial Virus
Frontiers in Genetics
miRNA
small RNA-Seq
dairy calves
pneumonia
bovine respiratory disease
BRSV challenge
author_facet Dayle Johnston
Bernadette Earley
Matthew S. McCabe
Jaewoo Kim
Jeremy F. Taylor
Ken Lemon
Michael McMenamy
Catherine Duffy
S. Louise Cosby
Sinéad M. Waters
author_sort Dayle Johnston
title Elucidation of the Host Bronchial Lymph Node miRNA Transcriptome Response to Bovine Respiratory Syncytial Virus
title_short Elucidation of the Host Bronchial Lymph Node miRNA Transcriptome Response to Bovine Respiratory Syncytial Virus
title_full Elucidation of the Host Bronchial Lymph Node miRNA Transcriptome Response to Bovine Respiratory Syncytial Virus
title_fullStr Elucidation of the Host Bronchial Lymph Node miRNA Transcriptome Response to Bovine Respiratory Syncytial Virus
title_full_unstemmed Elucidation of the Host Bronchial Lymph Node miRNA Transcriptome Response to Bovine Respiratory Syncytial Virus
title_sort elucidation of the host bronchial lymph node mirna transcriptome response to bovine respiratory syncytial virus
publisher Frontiers Media S.A.
series Frontiers in Genetics
issn 1664-8021
publishDate 2021-04-01
description Bovine respiratory disease (BRD) causes substantial morbidity and mortality, affecting cattle of all ages. One of the main causes of BRD is an initial inflammatory response to bovine respiratory syncytial virus (BRSV). MicroRNAs are novel and emerging non-coding small RNAs that regulate many biological processes and are implicated in various inflammatory diseases. The objective of the present study was to elucidate the changes in the bovine bronchial lymph node miRNA transcriptome in response to BRSV following an experimental viral challenge. Holstein-Friesian calves were either administered a challenge dose of BRSV (103.5 TCID50/ml × 15 ml) (n = 12) or were mock inoculated with sterile phosphate buffered saline (n = 6). Daily scoring of clinical signs was performed and calves were euthanized at day 7 post-challenge. Bronchial lymph nodes were collected for subsequent RNA extraction and sequencing (75 bp). Read counts for known miRNAs were generated using the miRDeep2 package using the UMD3.1 reference genome and the bovine mature miRNA sequences from the miRBase database (release 22). EdgeR was used for differential expression analysis and Targetscan was used to identify target genes for the differentially expressed (DE) miRNAs. Target genes were examined for enriched pathways and gene ontologies using Ingenuity Pathway Analysis (Qiagen). Multi-dimensional scaling (MDS) based on miRNA gene expression changes, revealed a clearly defined separation between the BRSV challenged and control calves, although the clinical manifestation of disease was only mild. One hundred and nineteen DE miRNAs (P < 0.05, FDR < 0.1, fold change > 1.5) were detected between the BRSV challenged and control calves. The DE miRNAs were predicted to target 465 genes which were previously found to be DE in bronchial lymph node tissue, between these BRSV challenged and control calves. Of the DE predicted target genes, 455 had fold changes that were inverse to the corresponding DE miRNAs. There were eight enriched pathways among the DE predicted target genes with inverse fold changes to their corresponding DE miRNA including: granulocyte and agranulocyte adhesion and diapedesis, interferon signalling and role of pathogen recognition receptors in recognition of bacteria and viruses. Functions predicted to be increased included: T cell response, apoptosis of leukocytes, immune response of cells and stimulation of cells. Pathogen recognition and proliferation of cytotoxic T cells are vital for the recognition of the virus and its subsequent elimination.
topic miRNA
small RNA-Seq
dairy calves
pneumonia
bovine respiratory disease
BRSV challenge
url https://www.frontiersin.org/articles/10.3389/fgene.2021.633125/full
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spelling doaj-8ecb75ceb2334923bd5d15259290ef7d2021-04-22T07:07:48ZengFrontiers Media S.A.Frontiers in Genetics1664-80212021-04-011210.3389/fgene.2021.633125633125Elucidation of the Host Bronchial Lymph Node miRNA Transcriptome Response to Bovine Respiratory Syncytial VirusDayle Johnston0Bernadette Earley1Matthew S. McCabe2Jaewoo Kim3Jeremy F. Taylor4Ken Lemon5Michael McMenamy6Catherine Duffy7S. Louise Cosby8Sinéad M. Waters9Animal and Bioscience Research Department, Animal and Grassland Research and Innovation Centre, Teagasc, Grange, IrelandAnimal and Bioscience Research Department, Animal and Grassland Research and Innovation Centre, Teagasc, Grange, IrelandAnimal and Bioscience Research Department, Animal and Grassland Research and Innovation Centre, Teagasc, Grange, IrelandDivision of Animal Sciences, University of Missouri, Columbia, MO, United StatesDivision of Animal Sciences, University of Missouri, Columbia, MO, United StatesDivision of Animal Sciences, University of Missouri, Columbia, MO, United StatesVeterinary Sciences Division, Agri-Food and Biosciences Institute, Belfast, Northern IrelandVeterinary Sciences Division, Agri-Food and Biosciences Institute, Belfast, Northern IrelandVeterinary Sciences Division, Agri-Food and Biosciences Institute, Belfast, Northern IrelandAnimal and Bioscience Research Department, Animal and Grassland Research and Innovation Centre, Teagasc, Grange, IrelandBovine respiratory disease (BRD) causes substantial morbidity and mortality, affecting cattle of all ages. One of the main causes of BRD is an initial inflammatory response to bovine respiratory syncytial virus (BRSV). MicroRNAs are novel and emerging non-coding small RNAs that regulate many biological processes and are implicated in various inflammatory diseases. The objective of the present study was to elucidate the changes in the bovine bronchial lymph node miRNA transcriptome in response to BRSV following an experimental viral challenge. Holstein-Friesian calves were either administered a challenge dose of BRSV (103.5 TCID50/ml × 15 ml) (n = 12) or were mock inoculated with sterile phosphate buffered saline (n = 6). Daily scoring of clinical signs was performed and calves were euthanized at day 7 post-challenge. Bronchial lymph nodes were collected for subsequent RNA extraction and sequencing (75 bp). Read counts for known miRNAs were generated using the miRDeep2 package using the UMD3.1 reference genome and the bovine mature miRNA sequences from the miRBase database (release 22). EdgeR was used for differential expression analysis and Targetscan was used to identify target genes for the differentially expressed (DE) miRNAs. Target genes were examined for enriched pathways and gene ontologies using Ingenuity Pathway Analysis (Qiagen). Multi-dimensional scaling (MDS) based on miRNA gene expression changes, revealed a clearly defined separation between the BRSV challenged and control calves, although the clinical manifestation of disease was only mild. One hundred and nineteen DE miRNAs (P < 0.05, FDR < 0.1, fold change > 1.5) were detected between the BRSV challenged and control calves. The DE miRNAs were predicted to target 465 genes which were previously found to be DE in bronchial lymph node tissue, between these BRSV challenged and control calves. Of the DE predicted target genes, 455 had fold changes that were inverse to the corresponding DE miRNAs. There were eight enriched pathways among the DE predicted target genes with inverse fold changes to their corresponding DE miRNA including: granulocyte and agranulocyte adhesion and diapedesis, interferon signalling and role of pathogen recognition receptors in recognition of bacteria and viruses. Functions predicted to be increased included: T cell response, apoptosis of leukocytes, immune response of cells and stimulation of cells. Pathogen recognition and proliferation of cytotoxic T cells are vital for the recognition of the virus and its subsequent elimination.https://www.frontiersin.org/articles/10.3389/fgene.2021.633125/fullmiRNAsmall RNA-Seqdairy calvespneumoniabovine respiratory diseaseBRSV challenge