Transcriptome Analysis of Duck and Chicken Brains Infected with Aquatic Bird Bornavirus-1 (ABBV-1)

被引:5
作者
Pham, Phuc H. [1 ]
Tockovska, Teodora [1 ,2 ]
Leacy, Alexander [1 ]
Iverson, Melanie [1 ]
Ricker, Nicole [1 ]
Susta, Leonardo [1 ]
机构
[1] Univ Guelph, Ontario Vet Coll, Dept Pathobiol, Guelph, ON N1G 2W1, Canada
[2] Bioinformat & HPC Core, Princess Margaret Canc Res Tower, Toronto, ON M5G 1L7, Canada
来源
VIRUSES-BASEL | 2022年 / 14卷 / 10期
关键词
aquatic bird birnavirus-1; bornaviruses; transcriptomics; GO; KEGG; lncRNA; BORNA-DISEASE VIRUS; GEESE BRANTA-CANADENSIS; LONG NONCODING RNA; AVIAN BORNAVIRUS; EXPRESSION; GENES; RECOGNITION; RECEPTORS; ABSENCE; CANADA;
D O I
10.3390/v14102211
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Aquatic bird bornavirus 1 (ABBV-1) is a neurotropic virus that infects waterfowls, resulting in persistent infection. Experimental infection showed that both Muscovy ducks and chickens support persistent ABBV-1 infection in the central nervous system (CNS), up to 12 weeks post-infection (wpi), without the development of clinical disease. The aim of the present study was to describe the transcriptomic profiles in the brains of experimentally infected Muscovy ducks and chickens infected with ABBV-1 at 4 and 12 wpi. Transcribed RNA was sequenced by next-generation sequencing and analyzed by principal component analysis (PCA) and differential gene expression. The functional annotation of differentially expressed genes was evaluated by gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis. The PCA showed that the infected ducks sampled at both 4 and 12 wpi clustered separately from the controls, while only the samples from the chickens at 12 wpi, but not at 4 wpi, formed a separate cluster. In the ducks, more genes were differentially expressed at 4 wpi than 12 wpi, and the majority of the highly differentially expressed genes (DEG) were upregulated. On the other hand, the infected chickens had fewer DEGs at 4 wpi than at 12 wpi, and the majority of those with high numbers of DEGs were downregulated at 4 wpi and upregulated at 12 wpi. The functional annotation showed that the most enriched GO terms were immune-associated in both species; however, the terms associated with the innate immune response were predominantly enriched in the ducks, whereas the chickens had enrichment of both the innate and adaptive immune response. Immune-associated pathways were also enriched according to the KEGG pathway analysis in both species. Overall, the transcriptomic analysis of the duck and chicken brains showed that the main biological responses to ABBV-1 infection were immune-associated and corresponded with the levels of inflammation in the CNS.
引用
收藏
页数:21
相关论文
共 72 条
[1]   HTSeq-a Python']Python framework to work with high-throughput sequencing data [J].
Anders, Simon ;
Pyl, Paul Theodor ;
Huber, Wolfgang .
BIOINFORMATICS, 2015, 31 (02) :166-169
[2]  
Au-Yeung Nancy, 2013, JAKSTAT, V2, pe23931, DOI 10.4161/jkst.23931
[3]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[4]  
BILZER T, 1994, J IMMUNOL, V153, P818
[5]   Trimmomatic: a flexible trimmer for Illumina sequence data [J].
Bolger, Anthony M. ;
Lohse, Marc ;
Usadel, Bjoern .
BIOINFORMATICS, 2014, 30 (15) :2114-2120
[6]   GenPipes: an open-source framework for distributed and scalable genomic analyses [J].
Bourgey, Mathieu ;
Dali, Rola ;
Eveleigh, Robert ;
Chen, Kuang Chung ;
Letourneau, Louis ;
Fillon, Joel ;
Michaud, Marc ;
Caron, Maxime ;
Sandoval, Johanna ;
Lefebvre, Francois ;
Leveque, Gary ;
Mercier, Eloi ;
Bujold, David ;
Marquis, Pascale ;
Van, Patrick Tran ;
Morais, David Anderson de Lima ;
Tremblay, Julien ;
Shao, Xiaojian ;
Henrion, Edouard ;
Gonzalez, Emmanuel ;
Quirion, Pierre-Olivier ;
Caron, Bryan ;
Bourque, Guillaume .
GIGASCIENCE, 2019, 8 (06)
[7]   TLR1- and TLR6-independent recognition of bacterial lipopeptides [J].
Buwitt-Beckmann, U ;
Heine, H ;
Wiesmüller, KH ;
Jung, G ;
Brock, R ;
Akira, S ;
Ulmer, AJ .
JOURNAL OF BIOLOGICAL CHEMISTRY, 2006, 281 (14) :9049-9057
[8]   Necroptosis: an alternative cell death program defending against cancer [J].
Chen, Dongshi ;
Yu, Jian ;
Zhang, Lin .
BIOCHIMICA ET BIOPHYSICA ACTA-REVIEWS ON CANCER, 2016, 1865 (02) :228-236
[9]   A survey of best practices for RNA-seq data analysis [J].
Conesa, Ana ;
Madrigal, Pedro ;
Tarazona, Sonia ;
Gomez-Cabrero, David ;
Cervera, Alejandra ;
McPherson, Andrew ;
Szczesniak, Michal Wojciech ;
Gaffney, Daniel J. ;
Elo, Laura L. ;
Zhang, Xuegong ;
Mortazavi, Ali .
GENOME BIOLOGY, 2016, 17
[10]   Predictability of human differential gene expression [J].
Crow, Megan ;
Lim, Nathaniel ;
Ballouz, Sara ;
Pavlidis, Paul ;
Gillis, Jesse .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2019, 116 (13) :6491-6500