Three Novel Players: PTK2B, SYK, and TNFRSF21 Were Identified to Be Involved in the Regulation of Bovine Mastitis Susceptibility via GWAS and Post-transcriptional Analysis

Bovine mastitis is a common inflammatory disease caused by multiple factors in early lactation or dry period. Genome wide association studies (GWAS) can provide a convenient and effective strategy for understanding the biological basis of mastitis and better prevention. 2b-RADseq is a high-throughpu...

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Main Authors: Fan Yang, Fanghui Chen, Lili Li, Li Yan, Tarig Badri, Chenglong Lv, Daolun Yu, Manling Zhang, Xiaojun Jang, Jie Li, Lu Yuan, Genlin Wang, Honglin Li, Jun Li, Yafei Cai
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-08-01
Series:Frontiers in Immunology
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fimmu.2019.01579/full
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language English
format Article
sources DOAJ
author Fan Yang
Fan Yang
Fanghui Chen
Lili Li
Li Yan
Tarig Badri
Chenglong Lv
Daolun Yu
Manling Zhang
Xiaojun Jang
Jie Li
Lu Yuan
Genlin Wang
Honglin Li
Jun Li
Yafei Cai
spellingShingle Fan Yang
Fan Yang
Fanghui Chen
Lili Li
Li Yan
Tarig Badri
Chenglong Lv
Daolun Yu
Manling Zhang
Xiaojun Jang
Jie Li
Lu Yuan
Genlin Wang
Honglin Li
Jun Li
Yafei Cai
Three Novel Players: PTK2B, SYK, and TNFRSF21 Were Identified to Be Involved in the Regulation of Bovine Mastitis Susceptibility via GWAS and Post-transcriptional Analysis
Frontiers in Immunology
SNPs
bovine mastitis
protein tyrosine kinase 2 (PTK2B)
spleen tyrosine kinase (SYK)
TNF receptor superfamily member 21 (TNFRSF21)
immune responses
author_facet Fan Yang
Fan Yang
Fanghui Chen
Lili Li
Li Yan
Tarig Badri
Chenglong Lv
Daolun Yu
Manling Zhang
Xiaojun Jang
Jie Li
Lu Yuan
Genlin Wang
Honglin Li
Jun Li
Yafei Cai
author_sort Fan Yang
title Three Novel Players: PTK2B, SYK, and TNFRSF21 Were Identified to Be Involved in the Regulation of Bovine Mastitis Susceptibility via GWAS and Post-transcriptional Analysis
title_short Three Novel Players: PTK2B, SYK, and TNFRSF21 Were Identified to Be Involved in the Regulation of Bovine Mastitis Susceptibility via GWAS and Post-transcriptional Analysis
title_full Three Novel Players: PTK2B, SYK, and TNFRSF21 Were Identified to Be Involved in the Regulation of Bovine Mastitis Susceptibility via GWAS and Post-transcriptional Analysis
title_fullStr Three Novel Players: PTK2B, SYK, and TNFRSF21 Were Identified to Be Involved in the Regulation of Bovine Mastitis Susceptibility via GWAS and Post-transcriptional Analysis
title_full_unstemmed Three Novel Players: PTK2B, SYK, and TNFRSF21 Were Identified to Be Involved in the Regulation of Bovine Mastitis Susceptibility via GWAS and Post-transcriptional Analysis
title_sort three novel players: ptk2b, syk, and tnfrsf21 were identified to be involved in the regulation of bovine mastitis susceptibility via gwas and post-transcriptional analysis
publisher Frontiers Media S.A.
series Frontiers in Immunology
issn 1664-3224
publishDate 2019-08-01
description Bovine mastitis is a common inflammatory disease caused by multiple factors in early lactation or dry period. Genome wide association studies (GWAS) can provide a convenient and effective strategy for understanding the biological basis of mastitis and better prevention. 2b-RADseq is a high-throughput sequencing technique that offers a powerful method for genome-wide genetic marker development and genotyping. In this study, single nucleotide polymorphisms (SNPs) of the immune-regulated gene correlative with mastitis were screened and identified by two stage association analysis via GWAS-2b-RADseq in Chinese Holstein cows. We have screened 10,058 high quality SNPs from 7,957,920 tags and calculated their allele frequencies. Twenty-seven significant SNPs were co-labeled in two GWAS analysis models [Bayesian (P < 0.001) and Logistic regression (P < 0.01)], and only three SNPs (rs75762330, C > T, PIC = 0.2999; rs88640083, A > G, PIC = 0.1676; rs20438858, G > A, PIC = 0.3366) were annotated to immune-regulated genes (PTK2B, SYK, and TNFRSF21). Identified three SNPs are located in non-coding regions with low or moderate genetic polymorphisms. However, independent sample population validation (Case-control study) data showed that three important SNPs (rs75762330, P < 0.025, OR > 1; rs88640083, P < 0.005, OR > 1; rs20438858, P < 0.001, OR < 1) were significantly associated with clinical mastitis trait. Importantly, PTK2B and SYK expression was down-regulated in both peripheral blood leukocytes (PBLs) of clinical mastitis cows and in vitro LPS (E. coli)–stimulated bovine mammary epithelial cells, while TNFRSF21 was up-regulated. Under the same conditions, expression of Toll-like receptor 4 (TLR4), AKT1, and pro-inflammatory factors (IL-1β and IL-8) were also up-regulated. Interestingly, network analysis indicated that PTK2B and SYK are co-expressed in innate immune signaling pathway of Chinese Holstein. Taken together, these results provided strong evidence for the study of SNPs in bovine mastitis, and revealed the role of SYK, PTK2B, and TNFRSF21 in bovine mastitis susceptibility/tolerance.
topic SNPs
bovine mastitis
protein tyrosine kinase 2 (PTK2B)
spleen tyrosine kinase (SYK)
TNF receptor superfamily member 21 (TNFRSF21)
immune responses
url https://www.frontiersin.org/article/10.3389/fimmu.2019.01579/full
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spelling doaj-b10ad6894c4d4977a63d7785d707a3e42020-11-24T21:37:07ZengFrontiers Media S.A.Frontiers in Immunology1664-32242019-08-011010.3389/fimmu.2019.01579450729Three Novel Players: PTK2B, SYK, and TNFRSF21 Were Identified to Be Involved in the Regulation of Bovine Mastitis Susceptibility via GWAS and Post-transcriptional AnalysisFan Yang0Fan Yang1Fanghui Chen2Lili Li3Li Yan4Tarig Badri5Chenglong Lv6Daolun Yu7Manling Zhang8Xiaojun Jang9Jie Li10Lu Yuan11Genlin Wang12Honglin Li13Jun Li14Yafei Cai15Anhui Provincial Key Lab of the Conservation and Exploitation of Biological Resources, College of Life Sciences, Anhui Normal University, Wuhu, ChinaCollege of Animal Science and Technology, Nanjing Agricultural University, Nanjing, ChinaCollege of Animal Science and Technology, Nanjing Agricultural University, Nanjing, ChinaNational Animal Husbandry Station, Beijing, ChinaDepartment of Radiation Oncology, Linyi People Hospital, Linyi, ChinaCollege of Animal Science and Technology, Nanjing Agricultural University, Nanjing, ChinaCollege of Animal Science and Technology, Nanjing Agricultural University, Nanjing, ChinaAnhui Provincial Key Lab of the Conservation and Exploitation of Biological Resources, College of Life Sciences, Anhui Normal University, Wuhu, ChinaAnhui Provincial Key Lab of the Conservation and Exploitation of Biological Resources, College of Life Sciences, Anhui Normal University, Wuhu, ChinaAnhui Provincial Key Lab of the Conservation and Exploitation of Biological Resources, College of Life Sciences, Anhui Normal University, Wuhu, ChinaAnhui Provincial Key Lab of the Conservation and Exploitation of Biological Resources, College of Life Sciences, Anhui Normal University, Wuhu, ChinaAnhui Provincial Key Lab of the Conservation and Exploitation of Biological Resources, College of Life Sciences, Anhui Normal University, Wuhu, ChinaCollege of Animal Science and Technology, Nanjing Agricultural University, Nanjing, ChinaDepartment of Biochemistry and Molecular Biology, Medical College of Georgia, Augusta University, Augusta, GA, United StatesAnhui Provincial Key Lab of the Conservation and Exploitation of Biological Resources, College of Life Sciences, Anhui Normal University, Wuhu, ChinaCollege of Animal Science and Technology, Nanjing Agricultural University, Nanjing, ChinaBovine mastitis is a common inflammatory disease caused by multiple factors in early lactation or dry period. Genome wide association studies (GWAS) can provide a convenient and effective strategy for understanding the biological basis of mastitis and better prevention. 2b-RADseq is a high-throughput sequencing technique that offers a powerful method for genome-wide genetic marker development and genotyping. In this study, single nucleotide polymorphisms (SNPs) of the immune-regulated gene correlative with mastitis were screened and identified by two stage association analysis via GWAS-2b-RADseq in Chinese Holstein cows. We have screened 10,058 high quality SNPs from 7,957,920 tags and calculated their allele frequencies. Twenty-seven significant SNPs were co-labeled in two GWAS analysis models [Bayesian (P < 0.001) and Logistic regression (P < 0.01)], and only three SNPs (rs75762330, C > T, PIC = 0.2999; rs88640083, A > G, PIC = 0.1676; rs20438858, G > A, PIC = 0.3366) were annotated to immune-regulated genes (PTK2B, SYK, and TNFRSF21). Identified three SNPs are located in non-coding regions with low or moderate genetic polymorphisms. However, independent sample population validation (Case-control study) data showed that three important SNPs (rs75762330, P < 0.025, OR > 1; rs88640083, P < 0.005, OR > 1; rs20438858, P < 0.001, OR < 1) were significantly associated with clinical mastitis trait. Importantly, PTK2B and SYK expression was down-regulated in both peripheral blood leukocytes (PBLs) of clinical mastitis cows and in vitro LPS (E. coli)–stimulated bovine mammary epithelial cells, while TNFRSF21 was up-regulated. Under the same conditions, expression of Toll-like receptor 4 (TLR4), AKT1, and pro-inflammatory factors (IL-1β and IL-8) were also up-regulated. Interestingly, network analysis indicated that PTK2B and SYK are co-expressed in innate immune signaling pathway of Chinese Holstein. Taken together, these results provided strong evidence for the study of SNPs in bovine mastitis, and revealed the role of SYK, PTK2B, and TNFRSF21 in bovine mastitis susceptibility/tolerance.https://www.frontiersin.org/article/10.3389/fimmu.2019.01579/fullSNPsbovine mastitisprotein tyrosine kinase 2 (PTK2B)spleen tyrosine kinase (SYK)TNF receptor superfamily member 21 (TNFRSF21)immune responses