Genome-wide associations for immune traits in two maternal pig lines
Abstract Background In recent years, animal welfare and health has become more and more important in pig breeding. So far, numerous parameters have been considered as important biomarkers, especially in the immune reaction and inflammation. Previous studies have shown moderate to high heritabilities...
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doaj-b0b55fc054bc40108359ee4c4906935f2021-10-10T11:33:58ZengBMCBMC Genomics1471-21642021-10-0122111510.1186/s12864-021-07997-1Genome-wide associations for immune traits in two maternal pig linesChristina M. Dauben0Maren J. Pröll-Cornelissen1Esther M. Heuß2Anne K. Appel3Hubert Henne4Katharina Roth5Karl Schellander6Ernst Tholen7Christine Große-Brinkhaus8Institute of Animal Sciences, University of BonnInstitute of Animal Sciences, University of BonnInstitute of Animal Sciences, University of BonnBHZP GmbHBHZP GmbHInstitute of Animal Sciences, University of BonnInstitute of Animal Sciences, University of BonnInstitute of Animal Sciences, University of BonnInstitute of Animal Sciences, University of BonnAbstract Background In recent years, animal welfare and health has become more and more important in pig breeding. So far, numerous parameters have been considered as important biomarkers, especially in the immune reaction and inflammation. Previous studies have shown moderate to high heritabilities in most of these traits. However, the genetic background of health and robustness of pigs needs to be extensively clarified. The objective of this study was to identify genomic regions with a biological relevance for the immunocompetence of piglets. Genome-wide Association Studies (GWAS) in 535 Landrace (LR) and 461 Large White (LW) piglets were performed, investigating 20 immune relevant traits. Besides the health indicators of the complete and differential blood count, eight different cytokines and haptoglobin were recorded in all piglets and their biological dams to capture mediating processes and acute phase reactions. Additionally, all animals were genotyped using the Illumina PorcineSNP60v2 BeadChip. Results In summary, GWAS detected 25 genome-wide and 452 chromosome-wide significant SNPs associated with 17 immune relevant traits in the two maternal pig lines LR and LW. Only small differences were observed considering the maternal immune records as covariate within the statistical model. Furthermore, the study identified across- and within-breed differences as well as relevant candidate genes. In LR more significant associations and related candidate genes were detected, compared with LW. The results detected in LR and LW are partly in accordance with previously identified quantitative trait loci (QTL) regions. In addition, promising novel genomic regions were identified which might be of interest for further detailed analysis. Especially putative pleiotropic regions on SSC5, SSC12, SSC15, SSC16 and SSC17 are of major interest with regard to the interacting structure of the immune system. The comparison with already identified QTL gives indications on interactions with traits affecting piglet survival and also production traits. Conclusion In conclusion, results suggest a polygenic and breed-specific background of immune relevant traits. The current study provides knowledge about regions with biological relevance for health and immune traits. Identified markers and putative pleiotropic regions provide first indications in the context of balancing a breeding-based modification of the porcine immune system.https://doi.org/10.1186/s12864-021-07997-1Immune systemPigsGenome-wide Association StudiesImmunocompetenceAnimal Genetics |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Christina M. Dauben Maren J. Pröll-Cornelissen Esther M. Heuß Anne K. Appel Hubert Henne Katharina Roth Karl Schellander Ernst Tholen Christine Große-Brinkhaus |
spellingShingle |
Christina M. Dauben Maren J. Pröll-Cornelissen Esther M. Heuß Anne K. Appel Hubert Henne Katharina Roth Karl Schellander Ernst Tholen Christine Große-Brinkhaus Genome-wide associations for immune traits in two maternal pig lines BMC Genomics Immune system Pigs Genome-wide Association Studies Immunocompetence Animal Genetics |
author_facet |
Christina M. Dauben Maren J. Pröll-Cornelissen Esther M. Heuß Anne K. Appel Hubert Henne Katharina Roth Karl Schellander Ernst Tholen Christine Große-Brinkhaus |
author_sort |
Christina M. Dauben |
title |
Genome-wide associations for immune traits in two maternal pig lines |
title_short |
Genome-wide associations for immune traits in two maternal pig lines |
title_full |
Genome-wide associations for immune traits in two maternal pig lines |
title_fullStr |
Genome-wide associations for immune traits in two maternal pig lines |
title_full_unstemmed |
Genome-wide associations for immune traits in two maternal pig lines |
title_sort |
genome-wide associations for immune traits in two maternal pig lines |
publisher |
BMC |
series |
BMC Genomics |
issn |
1471-2164 |
publishDate |
2021-10-01 |
description |
Abstract Background In recent years, animal welfare and health has become more and more important in pig breeding. So far, numerous parameters have been considered as important biomarkers, especially in the immune reaction and inflammation. Previous studies have shown moderate to high heritabilities in most of these traits. However, the genetic background of health and robustness of pigs needs to be extensively clarified. The objective of this study was to identify genomic regions with a biological relevance for the immunocompetence of piglets. Genome-wide Association Studies (GWAS) in 535 Landrace (LR) and 461 Large White (LW) piglets were performed, investigating 20 immune relevant traits. Besides the health indicators of the complete and differential blood count, eight different cytokines and haptoglobin were recorded in all piglets and their biological dams to capture mediating processes and acute phase reactions. Additionally, all animals were genotyped using the Illumina PorcineSNP60v2 BeadChip. Results In summary, GWAS detected 25 genome-wide and 452 chromosome-wide significant SNPs associated with 17 immune relevant traits in the two maternal pig lines LR and LW. Only small differences were observed considering the maternal immune records as covariate within the statistical model. Furthermore, the study identified across- and within-breed differences as well as relevant candidate genes. In LR more significant associations and related candidate genes were detected, compared with LW. The results detected in LR and LW are partly in accordance with previously identified quantitative trait loci (QTL) regions. In addition, promising novel genomic regions were identified which might be of interest for further detailed analysis. Especially putative pleiotropic regions on SSC5, SSC12, SSC15, SSC16 and SSC17 are of major interest with regard to the interacting structure of the immune system. The comparison with already identified QTL gives indications on interactions with traits affecting piglet survival and also production traits. Conclusion In conclusion, results suggest a polygenic and breed-specific background of immune relevant traits. The current study provides knowledge about regions with biological relevance for health and immune traits. Identified markers and putative pleiotropic regions provide first indications in the context of balancing a breeding-based modification of the porcine immune system. |
topic |
Immune system Pigs Genome-wide Association Studies Immunocompetence Animal Genetics |
url |
https://doi.org/10.1186/s12864-021-07997-1 |
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