Rapid Communication: Genome-wide association analyses identify loci associated with colostrum production in Jersey cattle

被引:5
|
作者
Kiser, Jennifer Nicole [1 ]
Cornmesser, Macy A. [1 ]
Gavin, Kevin [2 ]
Hoffman, Alea [3 ]
Moore, Dale A. [2 ]
Neibergs, Holly L. [1 ]
机构
[1] Washington State Univ, Dept Anim Sci, Pullman, WA 99164 USA
[2] Washington State Univ, Dept Vet Clin Sci, Pullman, WA 99164 USA
[3] Sunrise Vet Serv, Dalhart, TX 79022 USA
关键词
colostrum quantity; colostrum quality; genome-wide association analysis; Jersey; TRANSCRIPTION FACTOR AP-2-ALPHA; IMMUNOGLOBULIN-G; DRY PERIOD; IMMUNITY; VOLUME; PROMO;
D O I
10.1093/jas/sky482
中图分类号
S8 [畜牧、 动物医学、狩猎、蚕、蜂];
学科分类号
0905 ;
摘要
Consumption of an adequate volume of high-quality colostrum soon after birth is critical for a calf's health. Few studies have focused on the genetics associated with colostrum production, even though several dairy herds in the United States have reported incidents of low to no colostrum production during the fall and winter seasons. The objectives of this study were to identify loci associated with quantity and quality of colostrum production in a herd of Jersey cattle (n = 345) and to identify potential positional candidate genes and/or transcription factor binding site motifs located near associated loci. Cattle that freshened between the months of October and December of 2016 at a single dairy were enrolled in the study and produced on average 3.03 kg of colostrum at their first milking. This study included 112 cattle genotyped with the GeneSeek GGP50k BeadChip and another 233 cattle previously genotyped with various other arrays. The 233 cattle genotyped at lower densities were imputed to the GGP50k BeadChip density using BEAGLE 4.1.1, and 2 genome-wide association analyses (GWAA) were conducted using an additive efficient mixed-model association expedited method with a genomic relationship matrix (EMMAX-GRM). The first GWAA investigated loci associated with colostrum quantity and identified 7 loci: 6 that were moderately associated (5 x 10(-07) > P < 1 x 10(-05)) and 1 that was strongly associated (P < 5 x 10(-07)). The second GWAA investigated colostrum quality and identified 1 moderately (5 x 10(-07) > P < 1 x 10(-05)) associated locus. Five loci harbored positional candidate genes which had functional relevance to colostrum production, and 1 locus located on BTA10 contained a transcription factor binding site motif for TFAP2A which has previously been linked to mammary gland development. Pseudoheritability estimates were moderate for colostrum quality (0.19 +/- 0.06) and high for colostrum quantity (0.76 +/- 0.11), suggesting that genomic selection for these traits would be possible. Diminished colostrum quantity or quality can have a significant impact on herd health and herd economics. The identification of loci, positional candidate genes, and transcription factor binding site motifs associated with colostrum production could be used in genomic selection to allow producers to select for cattle with good colostrum production, improving calf health, and reducing economic losses to the herd.
引用
收藏
页码:1117 / 1123
页数:7
相关论文
共 50 条
  • [1] Genome-wide association analyses identify multiple loci associated with central corneal thickness and keratoconus
    Lu, Yi
    Vitart, Veronique
    Burdon, Kathryn P.
    Khor, Chiea Chuen
    Bykhovskaya, Yelena
    Mirshahi, Alireza
    Hewitt, Alex W.
    Koehn, Demelza
    Hysi, Pirro G.
    Ramdas, Wishal D.
    Zeller, Tanja
    Vithana, Eranga N.
    Cornes, Belinda K.
    Tay, Wan-Ting
    Tai, E. Shyong
    Cheng, Ching-Yu
    Liu, Jianjun
    Foo, Jia-Nee
    Saw, Seang Mei
    Thorleifsson, Gudmar
    Stefansson, Kari
    Dimasi, David P.
    Mills, Richard A.
    Mountain, Jenny
    Ang, Wei
    Hoehn, Rene
    Verhoeven, Virginie J. M.
    Grus, Franz
    Wolfs, Roger
    Castagne, Raphaele
    Lackner, Karl J.
    Springelkamp, Henriet
    Yang, Jian
    Jonasson, Fridbert
    Leung, Dexter Y. L.
    Chen, Li J.
    Tham, Clement C. Y.
    Rudan, Igor
    Vatavuk, Zoran
    Hayward, Caroline
    Gibson, Jane
    Cree, Angela J.
    MacLeod, Alex
    Ennis, Sarah
    Polasek, Ozren
    Campbell, Harry
    Wilson, James F.
    Viswanathan, Ananth C.
    Fleck, Brian
    Li, Xiaohui
    NATURE GENETICS, 2013, 45 (02) : 155 - 163
  • [2] Genome-wide association analyses identify multiple loci associated with central corneal thickness and keratoconus
    Yi Lu
    Veronique Vitart
    Kathryn P Burdon
    Chiea Chuen Khor
    Yelena Bykhovskaya
    Alireza Mirshahi
    Alex W Hewitt
    Demelza Koehn
    Pirro G Hysi
    Wishal D Ramdas
    Tanja Zeller
    Eranga N Vithana
    Belinda K Cornes
    Wan-Ting Tay
    E Shyong Tai
    Ching-Yu Cheng
    Jianjun Liu
    Jia-Nee Foo
    Seang Mei Saw
    Gudmar Thorleifsson
    Kari Stefansson
    David P Dimasi
    Richard A Mills
    Jenny Mountain
    Wei Ang
    René Hoehn
    Virginie J M Verhoeven
    Franz Grus
    Roger Wolfs
    Raphaële Castagne
    Karl J Lackner
    Henriët Springelkamp
    Jian Yang
    Fridbert Jonasson
    Dexter Y L Leung
    Li J Chen
    Clement C Y Tham
    Igor Rudan
    Zoran Vatavuk
    Caroline Hayward
    Jane Gibson
    Angela J Cree
    Alex MacLeod
    Sarah Ennis
    Ozren Polasek
    Harry Campbell
    James F Wilson
    Ananth C Viswanathan
    Brian Fleck
    Xiaohui Li
    Nature Genetics, 2013, 45 : 155 - 163
  • [3] Genome-wide association analyses identify 18 new loci associated with serum urate concentrations
    Koettgen, Anna
    Albrecht, Eva
    Teumer, Alexander
    Vitart, Veronique
    Krumsiek, Jan
    Hundertmark, Claudia
    Pistis, Giorgio
    Ruggiero, Daniela
    O'Seaghdha, Conall M.
    Haller, Toomas
    Yang, Qiong
    Tanaka, Toshiko
    Johnson, Andrew D.
    Kutalik, Zoltan
    Smith, Albert V.
    Shi, Julia
    Struchalin, Maksim
    Middelberg, Rita P. S.
    Brown, Morris J.
    Gaffo, Angelo L.
    Pirastu, Nicola
    Li, Guo
    Hayward, Caroline
    Zemunik, Tatijana
    Huffman, Jennifer
    Yengo, Loic
    Zhao, Jing Hua
    Demirkan, Ayse
    Feitosa, Mary F.
    Liu, Xuan
    Malerba, Giovanni
    Lopez, Lorna M.
    van der Harst, Pim
    Li, Xinzhong
    Kleber, Marcus E.
    Hicks, Andrew A.
    Nolte, Ilja M.
    Johansson, Asa
    Murgia, Federico
    Wild, Sarah H.
    Bakker, Stephan J. L.
    Peden, John F.
    Dehghan, Abbas
    Steri, Maristella
    Tenesa, Albert
    Lagou, Vasiliki
    Salo, Perttu
    Mangino, Massimo
    Rose, Lynda M.
    Lehtimaki, Terho
    NATURE GENETICS, 2013, 45 (02) : 145 - 154
  • [4] Genome-wide association analyses identify 18 new loci associated with serum urate concentrations
    Anna Köttgen
    Eva Albrecht
    Alexander Teumer
    Veronique Vitart
    Jan Krumsiek
    Claudia Hundertmark
    Giorgio Pistis
    Daniela Ruggiero
    Conall M O'Seaghdha
    Toomas Haller
    Qiong Yang
    Toshiko Tanaka
    Andrew D Johnson
    Zoltán Kutalik
    Albert V Smith
    Julia Shi
    Maksim Struchalin
    Rita P S Middelberg
    Morris J Brown
    Angelo L Gaffo
    Nicola Pirastu
    Guo Li
    Caroline Hayward
    Tatijana Zemunik
    Jennifer Huffman
    Loic Yengo
    Jing Hua Zhao
    Ayse Demirkan
    Mary F Feitosa
    Xuan Liu
    Giovanni Malerba
    Lorna M Lopez
    Pim van der Harst
    Xinzhong Li
    Marcus E Kleber
    Andrew A Hicks
    Ilja M Nolte
    Asa Johansson
    Federico Murgia
    Sarah H Wild
    Stephan J L Bakker
    John F Peden
    Abbas Dehghan
    Maristella Steri
    Albert Tenesa
    Vasiliki Lagou
    Perttu Salo
    Massimo Mangino
    Lynda M Rose
    Terho Lehtimäki
    Nature Genetics, 2013, 45 : 145 - 154
  • [5] Genome-wide association analyses identify new loci influencing intraocular pressure
    Gao, X. Raymond
    Huang, Hua
    Nannini, Drew R.
    Fan, Fangda
    Kim, Heejin
    HUMAN MOLECULAR GENETICS, 2018, 27 (12) : 2205 - 2213
  • [6] Meta-analyses of genome-wide association studies identify multiple loci associated with pulmonary function
    Dana B Hancock
    Mark Eijgelsheim
    Jemma B Wilk
    Sina A Gharib
    Laura R Loehr
    Kristin D Marciante
    Nora Franceschini
    Yannick M T A van Durme
    Ting-hsu Chen
    R Graham Barr
    Matthew B Schabath
    David J Couper
    Guy G Brusselle
    Bruce M Psaty
    Cornelia M van Duijn
    Jerome I Rotter
    André G Uitterlinden
    Albert Hofman
    Naresh M Punjabi
    Fernando Rivadeneira
    Alanna C Morrison
    Paul L Enright
    Kari E North
    Susan R Heckbert
    Thomas Lumley
    Bruno H C Stricker
    George T O'Connor
    Stephanie J London
    Nature Genetics, 2010, 42 : 45 - 52
  • [7] Genome-wide association analyses identify 139 loci associated with macular thickness in the UK Biobank cohort
    Gao, X. Raymond
    Huang, Hua
    Kim, Heejin
    HUMAN MOLECULAR GENETICS, 2019, 28 (07) : 1162 - 1172
  • [8] Meta-analyses of genome-wide association studies identify multiple loci associated with pulmonary function
    Hancock, Dana B.
    Eijgelsheim, Mark
    Wilk, Jemma B.
    Gharib, Sina A.
    Loehr, Laura R.
    Marciante, Kristin D.
    Franceschini, Nora
    van Durme, Yannick M. T. A.
    Chen, Ting-hsu
    Barr, R. Graham
    Schabath, Matthew B.
    Couper, David J.
    Brusselle, Guy G.
    Psaty, Bruce M.
    van Duijn, Cornelia M.
    Rotter, Jerome I.
    Uitterlinden, Andre G.
    Hofman, Albert
    Punjabi, Naresh M.
    Rivadeneira, Fernando
    Morrison, Alanna C.
    Enright, Paul L.
    North, Kari E.
    Heckbert, Susan R.
    Lumley, Thomas
    Stricker, Bruno H. C.
    O'Connor, George T.
    London, Stephanie J.
    NATURE GENETICS, 2010, 42 (01) : 45 - U61
  • [9] Genome-wide association analyses identify 13 new susceptibility loci for generalized vitiligo
    Jin, Ying
    Birlea, Stanca A.
    Fain, Pamela R.
    Ferrara, Tracey M.
    Ben, Songtao
    Riccardi, Sheri L.
    Cole, Joanne B.
    Gowan, Katherine
    Holland, Paulene J.
    Bennett, Dorothy C.
    Luiten, Rosalie M.
    Wolkerstorfer, Albert
    van der Veen, J. P. Wietze
    Hartmann, Anke
    Eichner, Saskia
    Schuler, Gerold
    van Geel, Nanja
    Lambert, Jo
    Kemp, E. Helen
    Gawkrodger, David J.
    Weetman, Anthony P.
    Taieb, Alain
    Jouary, Thomas
    Ezzedine, Khaled
    Wallace, Margaret R.
    McCormack, Wayne T.
    Picardo, Mauro
    Leone, Giovanni
    Overbeck, Andreas
    Silverberg, Nanette B.
    Spritz, Richard A.
    NATURE GENETICS, 2012, 44 (06) : 676 - U94
  • [10] Genome-wide association analyses identify 13 new susceptibility loci for generalized vitiligo
    Ying Jin
    Stanca A Birlea
    Pamela R Fain
    Tracey M Ferrara
    Songtao Ben
    Sheri L Riccardi
    Joanne B Cole
    Katherine Gowan
    Paulene J Holland
    Dorothy C Bennett
    Rosalie M Luiten
    Albert Wolkerstorfer
    J P Wietze van der Veen
    Anke Hartmann
    Saskia Eichner
    Gerold Schuler
    Nanja van Geel
    Jo Lambert
    E Helen Kemp
    David J Gawkrodger
    Anthony P Weetman
    Alain Taïeb
    Thomas Jouary
    Khaled Ezzedine
    Margaret R Wallace
    Wayne T McCormack
    Mauro Picardo
    Giovanni Leone
    Andreas Overbeck
    Nanette B Silverberg
    Richard A Spritz
    Nature Genetics, 2012, 44 : 676 - 680