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Allele-Specific Expression of CD4(+) T Cells in Response to Marek’s Disease Virus Infection

Marek’s disease (MD) is a T cell lymphoma disease induced by Marek’s disease virus (MDV), a highly oncogenic α herpesvirus primarily affecting chickens. MD is a chronic infectious disease that threatens the poultry industry. However, the mechanisms of genetic resistance for MD are complex and not co...

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Autores principales: Bai, Hao, He, Yanghua, Ding, Yi, Carrillo, José A., Selvaraj, Ramesh K., Zhang, Huanmin, Chen, Jilan, Song, Jiuzhou
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6770979/
https://www.ncbi.nlm.nih.gov/pubmed/31533276
http://dx.doi.org/10.3390/genes10090718
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author Bai, Hao
He, Yanghua
Ding, Yi
Carrillo, José A.
Selvaraj, Ramesh K.
Zhang, Huanmin
Chen, Jilan
Song, Jiuzhou
author_facet Bai, Hao
He, Yanghua
Ding, Yi
Carrillo, José A.
Selvaraj, Ramesh K.
Zhang, Huanmin
Chen, Jilan
Song, Jiuzhou
author_sort Bai, Hao
collection PubMed
description Marek’s disease (MD) is a T cell lymphoma disease induced by Marek’s disease virus (MDV), a highly oncogenic α herpesvirus primarily affecting chickens. MD is a chronic infectious disease that threatens the poultry industry. However, the mechanisms of genetic resistance for MD are complex and not completely understood. In this study, to identify high-confidence candidate genes of MD genetic resistance, high throughput sequencing (RNA-seq) was used to obtain transcriptomic data of CD4(+) T cells isolated from MDV-infected and non-infected groups of two reciprocal crosses of individuals mating by two highly inbred chicken lines (6(3) MD-resistant and 7(2) MD-susceptible). After RNA-seq analysis with two biological replicates in each group, we identified 61 and 123 single nucleotide polymorphisms (SNPs) (false discovery rate (FDR) < 0.05) annotated in 39 and 132 genes in intercrosses 6(3) × 7(2) and 7(2) × 6(3), respectively, which exhibited allele-specific expression (ASE) in response to MDV infection. Similarly, we identified 62 and 79 SNPs annotated in 66 and 96 genes in infected and non-infected groups, respectively. We identified 534 and 1543 differentially expressed genes (DEGs) (FDR < 0.05) related to MDV infection in intercrosses 6(3) × 7(2) and 7(2) × 6(3), respectively. We also identified 328 and 20 DEGs in infected and non-infected groups, respectively. The qRT-PCR using seven DEGs further verified our results of RNA-seq analysis. The qRT-PCR of 11 important ASE genes was performed for gene functional validation in CD4(+) T cells and tumors. Combining the analyses, six genes (MCL1, SLC43A2, PDE3B, ADAM33, BLB1, and DMB2), especially MCL1, were highlighted as the candidate genes with the potential to be involved in MDV infection. Gene-set enrichment analysis revealed that many ASE genes are linked to T cell activation, T cell receptor (TCR), B cell receptor (BCR), ERK/MAPK, and PI3K/AKT-mTOR signaling pathways, which play potentially important roles in MDV infection. Our approach underlines the importance of comprehensive functional studies for gaining valuable biological insight into the genetic factors behind MD and other complex traits, and our findings provide additional insights into the mechanisms of MD and disease resistance breeding in poultry.
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spelling pubmed-67709792019-10-30 Allele-Specific Expression of CD4(+) T Cells in Response to Marek’s Disease Virus Infection Bai, Hao He, Yanghua Ding, Yi Carrillo, José A. Selvaraj, Ramesh K. Zhang, Huanmin Chen, Jilan Song, Jiuzhou Genes (Basel) Article Marek’s disease (MD) is a T cell lymphoma disease induced by Marek’s disease virus (MDV), a highly oncogenic α herpesvirus primarily affecting chickens. MD is a chronic infectious disease that threatens the poultry industry. However, the mechanisms of genetic resistance for MD are complex and not completely understood. In this study, to identify high-confidence candidate genes of MD genetic resistance, high throughput sequencing (RNA-seq) was used to obtain transcriptomic data of CD4(+) T cells isolated from MDV-infected and non-infected groups of two reciprocal crosses of individuals mating by two highly inbred chicken lines (6(3) MD-resistant and 7(2) MD-susceptible). After RNA-seq analysis with two biological replicates in each group, we identified 61 and 123 single nucleotide polymorphisms (SNPs) (false discovery rate (FDR) < 0.05) annotated in 39 and 132 genes in intercrosses 6(3) × 7(2) and 7(2) × 6(3), respectively, which exhibited allele-specific expression (ASE) in response to MDV infection. Similarly, we identified 62 and 79 SNPs annotated in 66 and 96 genes in infected and non-infected groups, respectively. We identified 534 and 1543 differentially expressed genes (DEGs) (FDR < 0.05) related to MDV infection in intercrosses 6(3) × 7(2) and 7(2) × 6(3), respectively. We also identified 328 and 20 DEGs in infected and non-infected groups, respectively. The qRT-PCR using seven DEGs further verified our results of RNA-seq analysis. The qRT-PCR of 11 important ASE genes was performed for gene functional validation in CD4(+) T cells and tumors. Combining the analyses, six genes (MCL1, SLC43A2, PDE3B, ADAM33, BLB1, and DMB2), especially MCL1, were highlighted as the candidate genes with the potential to be involved in MDV infection. Gene-set enrichment analysis revealed that many ASE genes are linked to T cell activation, T cell receptor (TCR), B cell receptor (BCR), ERK/MAPK, and PI3K/AKT-mTOR signaling pathways, which play potentially important roles in MDV infection. Our approach underlines the importance of comprehensive functional studies for gaining valuable biological insight into the genetic factors behind MD and other complex traits, and our findings provide additional insights into the mechanisms of MD and disease resistance breeding in poultry. MDPI 2019-09-17 /pmc/articles/PMC6770979/ /pubmed/31533276 http://dx.doi.org/10.3390/genes10090718 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Bai, Hao
He, Yanghua
Ding, Yi
Carrillo, José A.
Selvaraj, Ramesh K.
Zhang, Huanmin
Chen, Jilan
Song, Jiuzhou
Allele-Specific Expression of CD4(+) T Cells in Response to Marek’s Disease Virus Infection
title Allele-Specific Expression of CD4(+) T Cells in Response to Marek’s Disease Virus Infection
title_full Allele-Specific Expression of CD4(+) T Cells in Response to Marek’s Disease Virus Infection
title_fullStr Allele-Specific Expression of CD4(+) T Cells in Response to Marek’s Disease Virus Infection
title_full_unstemmed Allele-Specific Expression of CD4(+) T Cells in Response to Marek’s Disease Virus Infection
title_short Allele-Specific Expression of CD4(+) T Cells in Response to Marek’s Disease Virus Infection
title_sort allele-specific expression of cd4(+) t cells in response to marek’s disease virus infection
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6770979/
https://www.ncbi.nlm.nih.gov/pubmed/31533276
http://dx.doi.org/10.3390/genes10090718
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