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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Main Authors: 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
Format: Article
Language:English
Published: Nature Publishing Group 2021-08-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-95339-2
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spelling 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
collection 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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