Genome-Wide Association Study Using Individual Single-Nucleotide Polymorphisms and Haplotypes for Erythrocyte Traits in Alpine Merino Sheep

Adaptation to high-altitude hypoxia is essential for domestic animals, such as yak, Tibetan chicken, and Tibetan sheep, living on high plateaus, as it ensures efficient oxygen absorption and utilization. Red blood cells are the primary medium for transporting oxygen in the blood. However, little is...

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Main Authors: Shaohua Zhu, Tingting Guo, Hongchang Zhao, Guoyan Qiao, Mei Han, Jianbin Liu, Chao Yuan, Tianxiang Wang, Fanwen Li, Yaojing Yue, Bohui Yang
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-07-01
Series:Frontiers in Genetics
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fgene.2020.00848/full
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language English
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author Shaohua Zhu
Shaohua Zhu
Tingting Guo
Tingting Guo
Hongchang Zhao
Hongchang Zhao
Guoyan Qiao
Guoyan Qiao
Mei Han
Mei Han
Jianbin Liu
Jianbin Liu
Chao Yuan
Chao Yuan
Tianxiang Wang
Fanwen Li
Yaojing Yue
Bohui Yang
spellingShingle Shaohua Zhu
Shaohua Zhu
Tingting Guo
Tingting Guo
Hongchang Zhao
Hongchang Zhao
Guoyan Qiao
Guoyan Qiao
Mei Han
Mei Han
Jianbin Liu
Jianbin Liu
Chao Yuan
Chao Yuan
Tianxiang Wang
Fanwen Li
Yaojing Yue
Bohui Yang
Genome-Wide Association Study Using Individual Single-Nucleotide Polymorphisms and Haplotypes for Erythrocyte Traits in Alpine Merino Sheep
Frontiers in Genetics
genome-wide association study
single-nucleotide polymorphism
haplotype
high-altitude hypoxia adaptation
erythrocyte traits
alpine merino sheep
author_facet Shaohua Zhu
Shaohua Zhu
Tingting Guo
Tingting Guo
Hongchang Zhao
Hongchang Zhao
Guoyan Qiao
Guoyan Qiao
Mei Han
Mei Han
Jianbin Liu
Jianbin Liu
Chao Yuan
Chao Yuan
Tianxiang Wang
Fanwen Li
Yaojing Yue
Bohui Yang
author_sort Shaohua Zhu
title Genome-Wide Association Study Using Individual Single-Nucleotide Polymorphisms and Haplotypes for Erythrocyte Traits in Alpine Merino Sheep
title_short Genome-Wide Association Study Using Individual Single-Nucleotide Polymorphisms and Haplotypes for Erythrocyte Traits in Alpine Merino Sheep
title_full Genome-Wide Association Study Using Individual Single-Nucleotide Polymorphisms and Haplotypes for Erythrocyte Traits in Alpine Merino Sheep
title_fullStr Genome-Wide Association Study Using Individual Single-Nucleotide Polymorphisms and Haplotypes for Erythrocyte Traits in Alpine Merino Sheep
title_full_unstemmed Genome-Wide Association Study Using Individual Single-Nucleotide Polymorphisms and Haplotypes for Erythrocyte Traits in Alpine Merino Sheep
title_sort genome-wide association study using individual single-nucleotide polymorphisms and haplotypes for erythrocyte traits in alpine merino sheep
publisher Frontiers Media S.A.
series Frontiers in Genetics
issn 1664-8021
publishDate 2020-07-01
description Adaptation to high-altitude hypoxia is essential for domestic animals, such as yak, Tibetan chicken, and Tibetan sheep, living on high plateaus, as it ensures efficient oxygen absorption and utilization. Red blood cells are the primary medium for transporting oxygen in the blood. However, little is known about the genetic mechanism of erythrocyte traits. Genome-wide association studies (GWASs) based on single markers or haplotypes have identified potential mechanisms for genetic variation and quantitative traits. To identify loci associated with erythrocyte traits, we performed a GWAS based on the method of the single marker and haplotype in 498 Alpine Merino sheep for six erythrocyte traits: red blood cell count (RBC), hemoglobin (HGB), hematocrit (HCT), mean corpuscular hemoglobin (MCH), mean corpuscular hemoglobin concentration (MCHC), and RBC volume distribution width coefficient of variation (RWD_CV). Forty-two significant single-nucleotide polymorphisms (SNPs) associated with the six erythrocyte traits were detected by means of a single-marker GWAS, and 34 significant haplotypes associated with five erythrocyte traits were detected by means of haplotype analysis. We identified six genes (DHCR24, SPATA9, FLI1, PLCB1, EFNB2, and SH2B3) as potential genes of interest via gene function annotations, location, and expression variation. In particular, FLI1 and PLCB1 were associated with hematopoiesis and erythropoiesis, respectively. These results provide a theoretical basis for analyzing erythrocyte traits and high-altitude hypoxia adaptation in Alpine Merino sheep and will be a useful reference for future studies of plateau-dwelling livestock.
topic genome-wide association study
single-nucleotide polymorphism
haplotype
high-altitude hypoxia adaptation
erythrocyte traits
alpine merino sheep
url https://www.frontiersin.org/article/10.3389/fgene.2020.00848/full
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spelling doaj-4953da076b3045ba8de09c07ba659b262020-11-25T03:48:30ZengFrontiers Media S.A.Frontiers in Genetics1664-80212020-07-011110.3389/fgene.2020.00848548599Genome-Wide Association Study Using Individual Single-Nucleotide Polymorphisms and Haplotypes for Erythrocyte Traits in Alpine Merino SheepShaohua Zhu0Shaohua Zhu1Tingting Guo2Tingting Guo3Hongchang Zhao4Hongchang Zhao5Guoyan Qiao6Guoyan Qiao7Mei Han8Mei Han9Jianbin Liu10Jianbin Liu11Chao Yuan12Chao Yuan13Tianxiang Wang14Fanwen Li15Yaojing Yue16Bohui Yang17Animal Science Department, Lanzhou Institute of Husbandry and Pharmaceutical Sciences, Chinese Academy of Agricultural Sciences, Lanzhou, ChinaSheep Breeding Engineering Technology Center, Chinese Academy of Agricultural Sciences, Lanzhou, ChinaAnimal Science Department, Lanzhou Institute of Husbandry and Pharmaceutical Sciences, Chinese Academy of Agricultural Sciences, Lanzhou, ChinaSheep Breeding Engineering Technology Center, Chinese Academy of Agricultural Sciences, Lanzhou, ChinaAnimal Science Department, Lanzhou Institute of Husbandry and Pharmaceutical Sciences, Chinese Academy of Agricultural Sciences, Lanzhou, ChinaSheep Breeding Engineering Technology Center, Chinese Academy of Agricultural Sciences, Lanzhou, ChinaAnimal Science Department, Lanzhou Institute of Husbandry and Pharmaceutical Sciences, Chinese Academy of Agricultural Sciences, Lanzhou, ChinaSheep Breeding Engineering Technology Center, Chinese Academy of Agricultural Sciences, Lanzhou, ChinaAnimal Science Department, Lanzhou Institute of Husbandry and Pharmaceutical Sciences, Chinese Academy of Agricultural Sciences, Lanzhou, ChinaSheep Breeding Engineering Technology Center, Chinese Academy of Agricultural Sciences, Lanzhou, ChinaAnimal Science Department, Lanzhou Institute of Husbandry and Pharmaceutical Sciences, Chinese Academy of Agricultural Sciences, Lanzhou, ChinaSheep Breeding Engineering Technology Center, Chinese Academy of Agricultural Sciences, Lanzhou, ChinaAnimal Science Department, Lanzhou Institute of Husbandry and Pharmaceutical Sciences, Chinese Academy of Agricultural Sciences, Lanzhou, ChinaSheep Breeding Engineering Technology Center, Chinese Academy of Agricultural Sciences, Lanzhou, ChinaGansu Provincial Sheep Breeding Technology Extension Station, Sunan, ChinaGansu Provincial Sheep Breeding Technology Extension Station, Sunan, ChinaSheep Breeding Engineering Technology Center, Chinese Academy of Agricultural Sciences, Lanzhou, ChinaAnimal Science Department, Lanzhou Institute of Husbandry and Pharmaceutical Sciences, Chinese Academy of Agricultural Sciences, Lanzhou, ChinaAdaptation to high-altitude hypoxia is essential for domestic animals, such as yak, Tibetan chicken, and Tibetan sheep, living on high plateaus, as it ensures efficient oxygen absorption and utilization. Red blood cells are the primary medium for transporting oxygen in the blood. However, little is known about the genetic mechanism of erythrocyte traits. Genome-wide association studies (GWASs) based on single markers or haplotypes have identified potential mechanisms for genetic variation and quantitative traits. To identify loci associated with erythrocyte traits, we performed a GWAS based on the method of the single marker and haplotype in 498 Alpine Merino sheep for six erythrocyte traits: red blood cell count (RBC), hemoglobin (HGB), hematocrit (HCT), mean corpuscular hemoglobin (MCH), mean corpuscular hemoglobin concentration (MCHC), and RBC volume distribution width coefficient of variation (RWD_CV). Forty-two significant single-nucleotide polymorphisms (SNPs) associated with the six erythrocyte traits were detected by means of a single-marker GWAS, and 34 significant haplotypes associated with five erythrocyte traits were detected by means of haplotype analysis. We identified six genes (DHCR24, SPATA9, FLI1, PLCB1, EFNB2, and SH2B3) as potential genes of interest via gene function annotations, location, and expression variation. In particular, FLI1 and PLCB1 were associated with hematopoiesis and erythropoiesis, respectively. These results provide a theoretical basis for analyzing erythrocyte traits and high-altitude hypoxia adaptation in Alpine Merino sheep and will be a useful reference for future studies of plateau-dwelling livestock.https://www.frontiersin.org/article/10.3389/fgene.2020.00848/fullgenome-wide association studysingle-nucleotide polymorphismhaplotypehigh-altitude hypoxia adaptationerythrocyte traitsalpine merino sheep