Genome-wide association studies for production, respiratory disease, and immune-related traits in Landrace pigs
Abstract Identification of a quantitative trait locus (QTL) related to a chronic respiratory disease such as Mycoplasmal pneumonia of swine (MPS) and immune-related traits is important for the genetic improvement of disease resistance in pigs. The objective of this study was to detect a novel QTL fo...
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doaj-a175cde3990246b48aa2bef69561820d2021-08-08T11:22:09ZengNature Publishing GroupScientific Reports2045-23222021-08-0111111110.1038/s41598-021-95339-2Genome-wide association studies for production, respiratory disease, and immune-related traits in Landrace pigsYoshinobu Uemoto0Kasumi Ichinoseki1Toshimi Matsumoto2Nozomi Oka3Hironori Takamori4Hiroshi Kadowaki5Chihiro Kojima-Shibata6Eisaku Suzuki7Toshihiro Okamura8Hisashi Aso9Haruki Kitazawa10Masahiro Satoh11Hirohide Uenishi12Keiichi Suzuki13Graduate School of Agricultural Science, Tohoku UniversityGraduate School of Agricultural Science, Tohoku UniversityAnimal Bioregulation Unit, Division of Animal Sciences, Institute of Agrobiological Sciences, National Agriculture and Food Research Organization (NARO)Miyagi Prefecture Animal Industry Experiment StationMiyagi Prefecture Animal Industry Experiment StationMiyagi Prefecture Animal Industry Experiment StationMiyagi Prefecture Animal Industry Experiment StationMiyagi Prefecture Animal Industry Experiment StationInstitute of Livestock and Grassland Science, NAROGraduate School of Agricultural Science, Tohoku UniversityGraduate School of Agricultural Science, Tohoku UniversityGraduate School of Agricultural Science, Tohoku UniversityAnimal Bioregulation Unit, Division of Animal Sciences, Institute of Agrobiological Sciences, National Agriculture and Food Research Organization (NARO)Graduate School of Agricultural Science, Tohoku UniversityAbstract Identification of a quantitative trait locus (QTL) related to a chronic respiratory disease such as Mycoplasmal pneumonia of swine (MPS) and immune-related traits is important for the genetic improvement of disease resistance in pigs. The objective of this study was to detect a novel QTL for a total of 22 production, respiratory disease, and immune-related traits in Landrace pigs. A total of 874 Landrace purebred pigs, which were selected based on MPS resistance, were genotyped using the Illumina PorcineSNP60 BeadChip. We performed single nucleotide polymorphism (SNP)-based and haplotype-based genome-wide association studies (GWAS) to detect a novel QTL and to evaluate the possibility of a pleiotropic QTL for these traits. SNP-based GWAS detected a total of six significant regions in backfat thickness, ratio of granular leucocytes to lymphatic cells, plasma concentration of cortisol at different ages, and complement alternative pathway activity in serum. The significant region detected by haplotype-based GWAS was overlapped across the region detected by SNP-based GWAS. Most of these detected QTL regions were novel regions with some candidate genes located in them. With regard to a pleiotropic QTL among traits, only three of these detected QTL regions overlapped among traits, and many detected regions independently affected the traits.https://doi.org/10.1038/s41598-021-95339-2 |
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DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Yoshinobu Uemoto Kasumi Ichinoseki Toshimi Matsumoto Nozomi Oka Hironori Takamori Hiroshi Kadowaki Chihiro Kojima-Shibata Eisaku Suzuki Toshihiro Okamura Hisashi Aso Haruki Kitazawa Masahiro Satoh Hirohide Uenishi Keiichi Suzuki |
spellingShingle |
Yoshinobu Uemoto Kasumi Ichinoseki Toshimi Matsumoto Nozomi Oka Hironori Takamori Hiroshi Kadowaki Chihiro Kojima-Shibata Eisaku Suzuki Toshihiro Okamura Hisashi Aso Haruki Kitazawa Masahiro Satoh Hirohide Uenishi Keiichi Suzuki Genome-wide association studies for production, respiratory disease, and immune-related traits in Landrace pigs Scientific Reports |
author_facet |
Yoshinobu Uemoto Kasumi Ichinoseki Toshimi Matsumoto Nozomi Oka Hironori Takamori Hiroshi Kadowaki Chihiro Kojima-Shibata Eisaku Suzuki Toshihiro Okamura Hisashi Aso Haruki Kitazawa Masahiro Satoh Hirohide Uenishi Keiichi Suzuki |
author_sort |
Yoshinobu Uemoto |
title |
Genome-wide association studies for production, respiratory disease, and immune-related traits in Landrace pigs |
title_short |
Genome-wide association studies for production, respiratory disease, and immune-related traits in Landrace pigs |
title_full |
Genome-wide association studies for production, respiratory disease, and immune-related traits in Landrace pigs |
title_fullStr |
Genome-wide association studies for production, respiratory disease, and immune-related traits in Landrace pigs |
title_full_unstemmed |
Genome-wide association studies for production, respiratory disease, and immune-related traits in Landrace pigs |
title_sort |
genome-wide association studies for production, respiratory disease, and immune-related traits in landrace pigs |
publisher |
Nature Publishing Group |
series |
Scientific Reports |
issn |
2045-2322 |
publishDate |
2021-08-01 |
description |
Abstract Identification of a quantitative trait locus (QTL) related to a chronic respiratory disease such as Mycoplasmal pneumonia of swine (MPS) and immune-related traits is important for the genetic improvement of disease resistance in pigs. The objective of this study was to detect a novel QTL for a total of 22 production, respiratory disease, and immune-related traits in Landrace pigs. A total of 874 Landrace purebred pigs, which were selected based on MPS resistance, were genotyped using the Illumina PorcineSNP60 BeadChip. We performed single nucleotide polymorphism (SNP)-based and haplotype-based genome-wide association studies (GWAS) to detect a novel QTL and to evaluate the possibility of a pleiotropic QTL for these traits. SNP-based GWAS detected a total of six significant regions in backfat thickness, ratio of granular leucocytes to lymphatic cells, plasma concentration of cortisol at different ages, and complement alternative pathway activity in serum. The significant region detected by haplotype-based GWAS was overlapped across the region detected by SNP-based GWAS. Most of these detected QTL regions were novel regions with some candidate genes located in them. With regard to a pleiotropic QTL among traits, only three of these detected QTL regions overlapped among traits, and many detected regions independently affected the traits. |
url |
https://doi.org/10.1038/s41598-021-95339-2 |
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