Identification of Candidate Genes for Pigmentation in Camels Using Genotyping-by-Sequencing

被引:7
作者
Sani, Morteza Bitaraf [1 ]
Harofte, Javad Zare [1 ]
Banabazi, Mohammad Hossein [2 ,3 ]
Faraz, Asim [4 ]
Esmaeilkhanian, Saeid [2 ]
Naderi, Ali Shafei [1 ]
Salim, Nader [5 ]
Teimoori, Abbas [5 ]
Bitaraf, Ahmad [1 ]
Zadehrahmani, Mohammad [6 ]
Burger, Pamela Anna [7 ]
Asadzadeh, Nader [2 ]
Silawi, Mohammad [8 ]
Sheshdeh, Afsaneh Taghipour [8 ]
Nazari, Behrouz Mohammad [9 ]
Faghihi, Mohammad Ali [8 ]
Roudbari, Zahra [10 ]
机构
[1] Agr Res Educ & Extens Org AREEO, Anim Sci Res Dept, Yazd Agr & Nat Resources Res & Educ Ctr, Yazd 8915813155, Iran
[2] Agr Res Educ & Extens Org AREEO, Anim Sci Res Inst Iran, Karaj 3146618361, Iran
[3] Swedish Univ Agr Sci SLU, Ctr Vet Med & Anim Sci VHC, Dept Anim Breeding & Genet HGEN, S-75007 Uppsala, Sweden
[4] Bahauddin Zakariya Univ, Dept Livestock & Poultry Prod, Multan 60000, Pakistan
[5] Minist Agr Jahad, Org Agr Jahad Yazd, Yazd 8915813155, Iran
[6] Yazd Dar Al Elm Higher Educ Inst, Yazd 8915813155, Iran
[7] Vetmeduni Vienna, Res Inst Wildlife Ecol, A-1160 Vienna, Austria
[8] Persian Bayan Gene Res & Training Ctr, Shiraz 7134767617, Iran
[9] Anim Breeding Canter Iran, Karaj 3173945591, Iran
[10] Univ Jiroft, Fac Agr, Dept Anim Sci, Jiroft 7867155311, Iran
基金
奥地利科学基金会;
关键词
dromedary; pigmentation; coat color; genotyping-by-sequencing; COAT COLOR PHENOTYPES; R PACKAGE; KIT GENE; WHITE; MUTATIONS; RECEPTOR; ASSOCIATION; VARIANT; LOCUS; DELETION;
D O I
10.3390/ani12091095
中图分类号
S8 [畜牧、 动物医学、狩猎、蚕、蜂];
学科分类号
0905 ;
摘要
Simple Summary The coat color of dromedary is usually uniform and varies from black to white. We identified 9 significant SNPs associated with white color, and the 13 significant SNPs associated with black color using genotyping-by-sequencing (GBS). Among candidate genes, SNAI1 that interacts with MCIR, ASIP and KIT genes plays a key role in the melanin biosynthetic and pigmentation biological process and melanogenesis biological pathway. The coat color of dromedary is usually uniform and varies from black to white, although dark- to light-brown colors are the most common phenotypes. This project was designed to gain knowledge on novel color-related variants using genotyping-by-sequencing (GBS). The association between the SNPs and coat color was tested using MLM (mixed linear models) with kinship matrix. Three GWAS models including white color vs. non-white color, black vs. non-black color, and light-brown vs. dark-brown color were performed. There were no distinct genetic clusters detected based on the color phenotypes. However, admixture occurred among all individuals of the four different coat color groups. We identified nine significant SNPs associated with white color after Bonferroni correction, located close to ANKRD26, GNB1, TSPYL4, TEKT5, DEXI, CIITA, TVP23B, CLEC16A, TMPRSS13, FXYD6, MPZL3, ANKRD26, HFM1, CDC7, TGFBR3, and HACE1 genes in neighboring flanking regions. The 13 significant SNPs associated with black color and the candidate genes were: CAPN7, CHRM4, CIITA, CLEC16A, COL4A4, COL6A6, CREB3L1, DEXI, DGKZ, DGKZ, EAF1, HDLBP, INPP5F, MCMBP, MDK, SEC23IP, SNAI1, TBX15, TEKT5, TMEM189, trpS, TSPYL4, TVP23B, and UBE2V1. The SNAI1 gene interacted with MCIR, ASIP and KIT genes. These genes play a key role in the melanin biosynthetic and pigmentation biological process and melanogenesis biological pathway. Further research using a larger sample size and pedigree data will allow confirmation of associated SNPs and the identified candidate genes.
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页数:9
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[1]   INHERITANCE OF GOAT COAT COLORS [J].
ADALSTEINSSON, S ;
SPONENBERG, DP ;
ALEXIEVA, S ;
RUSSEL, AJF .
JOURNAL OF HEREDITY, 1994, 85 (04) :267-272
[2]  
Al-Swailem AM, 2007, J FOOD AGRIC ENVIRON, V5, P143
[3]   Polymorphisms in MC1R and ASIP Genes are Associated with Coat Color Variation in the Arabian Camel [J].
Almathen, Faisal ;
Elbir, Haitham ;
Bahbahani, Hussain ;
Mwacharo, Joram ;
Hanotte, Olivier .
JOURNAL OF HEREDITY, 2018, 109 (06) :700-706
[4]   Comparative FISH-Mapping of MC1R, ASIP, and TYRP1 in New and Old World Camelids and Association Analysis With Coat Color Phenotypes in the Dromedary (Camelus dromedarius) [J].
Alshanbari, Fahad ;
Castaneda, Caitlin ;
Juras, Rytis ;
Hillhouse, Andrew ;
Mendoza, Mayra N. ;
Gutierrez, Gustavo A. ;
de Leon, Federico Abel Ponce ;
Raudsepp, Terje .
FRONTIERS IN GENETICS, 2019, 10
[5]   TASSEL: software for association mapping of complex traits in diverse samples [J].
Bradbury, Peter J. ;
Zhang, Zhiwu ;
Kroon, Dallas E. ;
Casstevens, Terry M. ;
Ramdoss, Yogesh ;
Buckler, Edward S. .
BIOINFORMATICS, 2007, 23 (19) :2633-2635
[6]   The alpaca agouti gene: Genomic locus, transcripts and causative mutations of eumelanic and pheomelanic coat color [J].
Chandramohan, Bathrachalam ;
Renieri, Carlo ;
La Manna, Vincenzo ;
La Terza, Antonietta .
GENE, 2013, 521 (02) :303-310
[7]   Colours of domestication [J].
Cieslak, Michael ;
Reissmann, Monika ;
Hofreiter, Michael ;
Ludwig, Arne .
BIOLOGICAL REVIEWS, 2011, 86 (04) :885-899
[8]   Polymorphisms detected in the tyrosinase and matp (slc45a2) genes did not explain coat colour dilution in a sample of Alpaca (Vicugna pacos) [J].
Cransberg, Rhys ;
Munyard, Kylie Ann .
SMALL RUMINANT RESEARCH, 2011, 95 (2-3) :92-96
[9]   Endogenous Retrovirus Insertion in the KIT Oncogene Determines White and White spotting in Domestic Cats [J].
David, Victor A. ;
Menotti-Raymond, Marilyn ;
Wallace, Andrea Coots ;
Roelke, Melody ;
Kehler, James ;
Leighty, Robert ;
Eizirik, Eduardo ;
Hannah, Steven S. ;
Nelson, George ;
Schaeffer, Alejandro A. ;
Connelly, Catherine J. ;
O'Brien, Stephen J. ;
Ryugo, David K. .
G3-GENES GENOMES GENETICS, 2014, 4 (10) :1881-1891
[10]   Whole genome sequencing reveals a novel deletion variant in the KIT gene in horses with white spotted coat colour phenotypes [J].
Durig, N. ;
Jude, R. ;
Holl, H. ;
Brooks, S. A. ;
Lafayette, C. ;
Jagannathan, V. ;
Leeb, T. .
ANIMAL GENETICS, 2017, 48 (04) :483-485