Detection of candidate genes affecting milk production traits in sheep using whole-genome sequencing analysis

被引:16
|
作者
Rezvannejad, Elham [1 ]
Nanaei, Hojjat Asadollahpour [2 ]
Esmailizadeh, Ali [2 ]
机构
[1] Grad Univ Adv Technol, Inst Sci & High Technol & Environm Sci, Dept Biotechnol, Kerman, Iran
[2] Shahid Bahonar Univ Kerman, Fac Agr, Dept Anim Sci, PB 76169-133, Kerman, Iran
关键词
candidate genes; milk production; sheep; whole-genome sequencing analysis; WIDE ASSOCIATION; POSITIVE SELECTION; SIGNATURES; BREEDS;
D O I
10.1002/vms3.731
中图分类号
S85 [动物医学(兽医学)];
学科分类号
0906 ;
摘要
Background: Artificial and natural selection for important economic traits and genetic adaptation of the populations to specific environments have led to the changes on the sheep genome. Recent advances in genome sequencing methods have made it possible to use comparative genomics tools to identify genes under selection for traits of economic interest in domestic animals. Objectives: In this study, we compared the genomes of Assaf and Awassi sheep breeds with those of the Cambridge, Romanov and British du cher sheep breeds to explore positive selection signatures for milk traits using nucleotide diversity (Pi) and FST statistical methods. Methods: Genome sequences from fourteen sheep with a mean sequence depth of 9.32X per sample were analysed, and a total of 23 million single nucleotide polymorphisms (SN Ps) were called and applied for this study. Genomic clustering of breeds was identified using ADMIXTURE software. The FST and Pi values for each SNP were computed between population A (Assaf and Awassi) and population B (Cambridge, British du cher, and Romanov). Results: The results of the PCA grouped two classes for these five dairy sheep breeds. The selection signatures analysis displayed 735 and 515 genes from FST and nucleotide diversity (Pi) statistical methods, respectively. Among all these, 12 genes were shared between the two approaches. The most conspicuous genes were related to milk traits, including ST3GAL1 (the synthesis of oligosacaridos), CSN1S1 (milk protein), CSN2 (milk protein), OSBPL8 (fatty acid traits), SLC3543 (milk fat and protein percentage), VPS13B (total milk production, fat yield, and protein yield), DPY19L1 (peak yield), CCDC152 (lactation persistency and somatic cell count), NT5DC1 (lactation persistency), P4HTM (test day protein), CYTH4 (FAT Production) and METRNL (somatic cell), U1 (milk traits), U6 (milk traits) and 5S_RRNA (milk traits). Conclusions: The findings provide new insight into the genetic basis of sheep milk properties and can play a role in designing sheep breeding programs incorporating genomic information.
引用
收藏
页码:1197 / 1204
页数:8
相关论文
共 50 条
  • [31] Genome-Wide Identification of Candidate Genes for Milk Production Traits in Korean Holstein Cattle
    Kim, Sangwook
    Lim, Byeonghwi
    Cho, Joohyeon
    Lee, Seokhyun
    Dang, Chang-Gwon
    Jeon, Jung-Hwan
    Kim, Jun-Mo
    Lee, Jungjae
    ANIMALS, 2021, 11 (05):
  • [32] Whole genome sequencing reveals that five genes are related to BW trait in sheep
    Xiang, X.
    Peng, C.
    Cao, D.
    Chen, Z.
    Jin, H.
    Nie, S.
    Xie, Y.
    Chen, X.
    Wang, Z.
    ANIMAL, 2024, 18 (09)
  • [33] Whole-genome sequencing analysis of semi-supercentenarians
    Garagnani, Paolo
    Marquis, Julien
    Delledonne, Massimo
    Pirazzini, Chiara
    Marasco, Elena
    Kwiatkowska, Katarzyna Malgorzata
    Iannuzzi, Vincenzo
    Bacalini, Maria Giulia
    Valsesia, Armand
    Carayol, Jerome
    Raymond, Frederic
    Ferrarini, Alberto
    Xumerle, Luciano
    Collino, Sebastiano
    Mari, Daniela
    Arosio, Beatrice
    Casati, Martina
    Ferri, Evelyn
    Monti, Daniela
    Nacmias, Benedetta
    Sorbi, Sandro
    Luiselli, Donata
    Pettener, Davide
    Castellani, Gastone
    Sala, Claudia
    Passarino, Giuseppe
    De Rango, Francesco
    D'Aquila, Patrizia
    Bertamini, Luca
    Martinelli, Nicola
    Girelli, Domenico
    Olivieri, Oliviero
    Giuliani, Cristina
    Descombes, Patrick
    Franceschi, Claudio
    ELIFE, 2021, 10
  • [34] Genetic linkage analysis in the age of whole-genome sequencing
    Ott, Jurg
    Wang, Jing
    Leal, Suzanne M.
    NATURE REVIEWS GENETICS, 2015, 16 (05) : 275 - 284
  • [35] Genome-Wide Detection of Selection Signatures for Pelt Quality Traits and Coat Color Using Whole-Genome Sequencing Data in American Mink
    Valipour, Shafagh
    Karimi, Karim
    Duy Ngoc Do
    Barrett, David
    Sargolzaei, Mehdi
    Plastow, Graham
    Wang, Zhiquan
    Miar, Younes
    GENES, 2022, 13 (11)
  • [36] Genome-Wide Signal Selection Analysis Revealing Genes Potentially Related to Sheep-Milk-Production Traits
    Li, Ruonan
    Zhao, Yuhetian
    Liang, Benmeng
    Pu, Yabin
    Jiang, Lin
    Ma, Yuehui
    ANIMALS, 2023, 13 (10):
  • [37] Genomewide Association Analyses of Lactation Persistency and Milk Production Traits in Holstein Cattle Based on Imputed Whole-Genome Sequence Data
    Pedrosa, Victor B.
    Schenkel, Flavio S.
    Chen, Shi-Yi
    Oliveira, Hinayah R.
    Casey, Theresa M.
    Melka, Melkaye G.
    Brito, Luiz F.
    GENES, 2021, 12 (11)
  • [38] Whole genome sequencing of Guzera cattle reveals genetic variants in candidate genes for production, disease resistance, and heat tolerance
    Rosse, Izinara C.
    Assis, Juliana G.
    Oliveira, Francislon S.
    Leite, Laura R.
    Araujo, Flavio
    Zerlotini, Adhemar
    Volpini, Angela
    Dominitini, Anderson J.
    Lopes, Beatriz C.
    Arbex, Wagner A.
    Machado, Marco A.
    Peixoto, Maria G. C. D.
    Verneque, Rui S.
    Martins, Marta F.
    Coimbra, Roney S.
    Silva, Marcos V. G. B.
    Oliveira, Guilherme
    Carvalho, Maria Raquel S.
    MAMMALIAN GENOME, 2017, 28 (1-2) : 66 - 80
  • [39] Whole-Genome Sequencing Coupled to Imputation Discovers Genetic Signals for Anthropometric Traits
    Tachmazidou, Ioanna
    Suveges, Daniel
    Min, Josine L.
    Ritchie, Graham R. S.
    Steinberg, Julia
    Walter, Klaudia
    Iotchkova, Valentina
    Schwartzentruber, Jeremy
    Huang, Jie
    Memari, Yasin
    McCarthy, Shane
    Crawford, Andrew A.
    Bombieri, Cristina
    Cocca, Massimiliano
    Farmaki, Aliki-Eleni
    Gaunt, Tom R.
    Jousilahti, Pekka
    Kooijman, Marjolein N.
    Lehne, Benjamin
    Malerba, Giovanni
    Mannisto, Satu
    Matchan, Angela
    Medina-Gomez, Carolina
    Metrustry, Sarah J.
    Nag, Abhishek
    Ntalla, Ioanna
    Paternoster, Lavinia
    Rayner, Nigel W.
    Sala, Cinzia
    Scott, William R.
    Shihab, Hashem A.
    Southam, Lorraine
    St Pourcain, Beate
    Traglia, Michela
    Trajanoska, Katerina
    Zaza, Gialuigi
    Zhang, Weihua
    Artigas, Maria S.
    Bansal, Narinder
    Benn, Marianne
    Chen, Zhongsheng
    Danecek, Petr
    Lin, Wei-Yu
    Locke, Adam
    Luan, Jian'an
    Manning, Alisa K.
    Mulas, Antonella
    Sidore, Carlo
    Tybjaerg-Hansen, Anne
    Varbo, Anette
    AMERICAN JOURNAL OF HUMAN GENETICS, 2017, 100 (06) : 865 - 884
  • [40] Comparative genomic analysis uncovers candidate genes related with milk production and adaptive traits in goat breeds
    Ghanatsaman, Zeinab Amiri
    Mehrgardi, Ahmad Ayatolahi
    Nanaei, Hojjat Asadollahpour
    Esmailizadeh, Ali
    SCIENTIFIC REPORTS, 2023, 13 (01)