Genetic variants analysis of three dromedary camels using whole genome sequencing data

被引:20
作者
Khalkhali-Evrigh, Reza [1 ]
Hafezian, Seyed Hasan [1 ]
Hedayat-Evrigh, Nemat [2 ]
Farhadi, Ayoub [1 ]
Bakhtiarizadeh, Mohammad Reza [3 ]
机构
[1] Sari Agr Sci & Nat Resources Univ, Dept Anim Breeding & Genet, Sari, Iran
[2] Univ Mohaghegh Ardabili, Fac Agr & Nat Resources, Dept Anim Sci, Ardebil, Iran
[3] Univ Tehran, Coll Aburaihan, Dept Anim & Poultry Sci, Pakdasht, Iran
关键词
SELECTION; POLYMORPHISMS; FRAMEWORK; CATTLE;
D O I
10.1371/journal.pone.0204028
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Whole genome wide identification and annotation of genetic variations in camels is in its first steps. The aim of this study was the identification of genome wide variants, functional annotations of them and enrichment analysis of affected genes using whole genome sequencing data of three dromedary camels. The genomes of two Iranian female dromedary camels that mostly used to produce meat and milk were sequenced to 41.9-fold and 38.6-fold coverage. A total of 4,727,238 single-nucleotide polymorphisms (SNPs) and 692,908 indels (insertions and deletions) were found by mapping raw reads to the dromedary reference assembly (GenBank Accession: GCA_000767585.1). In-silico functional annotation of the discovered variants in under study samples revealed that most SNPs (2,305,738; 48.78%) and indels (339,756; 49.03%) were located in intergenic regions. A comparison of the identified SNPs with those of the African camel (BioProject Accession: PRJNA269274) indicated that they had 993,474 SNPs in common. We found 15,168 non-synonymous SNPs in the shared variants of the three camels that could affect gene function and protein structure. Obtained results revealed that there were 7085, 6271 and 4688 non-synonymous SNPs among the 3436, 3058 and 2882 genes in the specific gene sets of Yazd dromedary, Trod dromedary and African dromedary, respectively. The list of genes predicted to be affected by non-synonymous variants in different individuals was subjected to gene ontology (GO) enrichment analysis.
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页数:14
相关论文
共 40 条
[1]   Effect of camel milk on glycemic control and insulin requirement in patients with type 1 diabetes: 2-years randomized controlled trial [J].
Agrawal, R. P. ;
Jain, S. ;
Shah, S. ;
Chopra, A. ;
Agarwal, V. .
EUROPEAN JOURNAL OF CLINICAL NUTRITION, 2011, 65 (09) :1048-1052
[2]   Camel urine components display anti-cancer properties in vitro [J].
Al-Yousef, Nujoud ;
Gaafar, Ameera ;
Al-Otaibi, Basem ;
Al-Jammaz, Ibrahim ;
Al-Hussein, Khaled ;
Aboussekhra, Abdelilah .
JOURNAL OF ETHNOPHARMACOLOGY, 2012, 143 (03) :819-825
[3]   Gene Ontology: tool for the unification of biology [J].
Ashburner, M ;
Ball, CA ;
Blake, JA ;
Botstein, D ;
Butler, H ;
Cherry, JM ;
Davis, AP ;
Dolinski, K ;
Dwight, SS ;
Eppig, JT ;
Harris, MA ;
Hill, DP ;
Issel-Tarver, L ;
Kasarskis, A ;
Lewis, S ;
Matese, JC ;
Richardson, JE ;
Ringwald, M ;
Rubin, GM ;
Sherlock, G .
NATURE GENETICS, 2000, 25 (01) :25-29
[4]  
BACALLAO R, 1995, SEMIN NEPHROL, V15, P285
[5]   Review of Current Methods, Applications, and Data Management for the Bioinformatics Analysis of Whole Exome Sequencing [J].
Bao, Riyue ;
Huang, Lei ;
Andrade, Jorge ;
Tan, Wei ;
Kibbe, Warren A. ;
Jiang, Hongmei ;
Feng, Gang .
CANCER INFORMATICS, 2014, 13 :67-82
[6]   Accurate whole human genome sequencing using reversible terminator chemistry [J].
Bentley, David R. ;
Balasubramanian, Shankar ;
Swerdlow, Harold P. ;
Smith, Geoffrey P. ;
Milton, John ;
Brown, Clive G. ;
Hall, Kevin P. ;
Evers, Dirk J. ;
Barnes, Colin L. ;
Bignell, Helen R. ;
Boutell, Jonathan M. ;
Bryant, Jason ;
Carter, Richard J. ;
Cheetham, R. Keira ;
Cox, Anthony J. ;
Ellis, Darren J. ;
Flatbush, Michael R. ;
Gormley, Niall A. ;
Humphray, Sean J. ;
Irving, Leslie J. ;
Karbelashvili, Mirian S. ;
Kirk, Scott M. ;
Li, Heng ;
Liu, Xiaohai ;
Maisinger, Klaus S. ;
Murray, Lisa J. ;
Obradovic, Bojan ;
Ost, Tobias ;
Parkinson, Michael L. ;
Pratt, Mark R. ;
Rasolonjatovo, Isabelle M. J. ;
Reed, Mark T. ;
Rigatti, Roberto ;
Rodighiero, Chiara ;
Ross, Mark T. ;
Sabot, Andrea ;
Sankar, Subramanian V. ;
Scally, Aylwyn ;
Schroth, Gary P. ;
Smith, Mark E. ;
Smith, Vincent P. ;
Spiridou, Anastassia ;
Torrance, Peta E. ;
Tzonev, Svilen S. ;
Vermaas, Eric H. ;
Walter, Klaudia ;
Wu, Xiaolin ;
Zhang, Lu ;
Alam, Mohammed D. ;
Anastasi, Carole .
NATURE, 2008, 456 (7218) :53-59
[7]   Trimmomatic: a flexible trimmer for Illumina sequence data [J].
Bolger, Anthony M. ;
Lohse, Marc ;
Usadel, Bjoern .
BIOINFORMATICS, 2014, 30 (15) :2114-2120
[8]   Cellular response to hyperosmotic stresses [J].
Burg, Maurice B. ;
Ferraris, Joan D. ;
Dmitrieva, Natalia I. .
PHYSIOLOGICAL REVIEWS, 2007, 87 (04) :1441-1474
[9]   Whole-Genome Analyses of Korean Native and Holstein Cattle Breeds by Massively Parallel Sequencing [J].
Choi, Jung-Woo ;
Liao, Xiaoping ;
Stothard, Paul ;
Chung, Won-Hyong ;
Jeon, Heoyn-Jeong ;
Miller, Stephen P. ;
Choi, So-Young ;
Lee, Jeong-Koo ;
Yang, Bokyoung ;
Lee, Kyung-Tai ;
Han, Kwang-Jin ;
Kim, Hyeong-Cheol ;
Jeong, Dongkee ;
Oh, Jae-Don ;
Kim, Namshin ;
Kim, Tae-Hun ;
Lee, Hak-Kyo ;
Lee, Sung-Jin .
PLOS ONE, 2014, 9 (07)
[10]   A program for annotating and predicting the effects of single nucleotide polymorphisms, SnpEff: SNPs in the genome of Drosophila melanogaster strain w1118; iso-2; iso-3 [J].
Cingolani, Pablo ;
Platts, Adrian ;
Wang, Le Lily ;
Coon, Melissa ;
Tung Nguyen ;
Wang, Luan ;
Land, Susan J. ;
Lu, Xiangyi ;
Ruden, Douglas M. .
FLY, 2012, 6 (02) :80-92