Acknowledgement
Thanks are due to Libing He for assistance with the experiments and to Oljibilig Chen for valuable discussion.
References
- Zheng Z, Wang X, Li M, et al. The origin of domestication genes in goats. Sci Adv 2020;6:eaaz5216. https://doi.org/10.1126/sciadv.aaz5216
- Islam R, Liu X, Gebreselassie G, Abied A, Ma Q, Ma Y. Genome-wide association analysis reveals the genetic locus for high reproduction trait in Chinese Arbas Cashmere goat. Genes Genomics 2020;42:893-9. https://doi.org/10.1007/s13258-020-00937-5
- Li X, Su R, Wan W, et al. Identification of selection signals by large-scale whole-genome resequencing of cashmere goats. Sci Rep 2017;7:15142. https://doi.org/10.1038/s41598-017-15516-0
- Yang X, Li Z. Thoughts on current situation and development of cashmere industry in China. Wool Text J 2017;45:84-7. https://doi.org/10.19333/j.mfkj.20161102511104
- Zhang Y, Wang Z, Lei H, et al. Estimates of genetic parameters and genetic changes for fleece traits in Inner Mongolia cashmere goats. Small Rumin Res 2014;117:41-6. https://doi.org/10.1016/j.smallrumres.2013.10.011
- Su R, Gong G, Zhang L, et al. Screening the key genes of hair follicle growth cycle in Inner Mongolian Cashmere goat based on RNA sequencing. Arch Anim Breed 2020;63:155-64. https://doi.org/10.5194/aab-63-155-2020
- Toro MA, Caballero A. Characterization and conservation of genetic diversity in subdivided populations. Philos Trans R Soc Lond B Biol Sci 2005;360:1367-78. https://doi.org/10.1098/rstb.2005.1680
- Crawford A, Fassett RG, Geraghty DP, et al. Relationships between single nucleotide polymorphisms of antioxidant enzymes and disease. Gene 2012;501:89-103. https://doi.org/10.1016/j.gene.2012.04.011
- Grover A, Sharma PC. Development and use of molecular markers: past and present. Crit Rev Biotechnol 2016;36:290-302. https://doi.org/07388551.2014.959891 https://doi.org/10.3109/07388551.2014.959891
- Guo F, Ye Y, Zhu K, et al. Genetic diversity, population structure, and environmental adaptation signatures of chinese coastal hard-shell mussel Mytilus coruscus revealed by whole-genome sequencing. Int J Mol Sci 2023;24:13641. https://doi.org/10.3390/ijms241713641
- Al-Atiyat RM, Alobre MM, Aljumaah RM, Alshaikh MA. Microsatellite based genetic diversity and population structure of three Saudi goat breeds. Small Rumin Res 2015;130:90-4. https://doi.org/10.1016/j.smallrumres.2015.07.027
- Deniskova TE, Dotsev AV, Selionova MI, et al. Population structure and genetic diversity of 25 Russian sheep breeds based on whole-genome genotyping. Genet Sel Evol 2018;50:29. https://doi.org/10.1186/s12711-018-0399-5
- Jung Y, Han D. BWA-MEME: BWA-MEM emulated with a machine learning approach. Bioinformatics 2022;38:2404-13. https://doi.org/10.1093/bioinformatics/btac137
- Meseret S, Mekonnen YA, Brenig B, et al. Genetic diversity and population structure of six ethiopian cattle breeds from different geographical regions using high density single nucleotide polymorphisms. Livest Sci 2020;234:103979. https://doi.org/10.1016/j.livsci.2020.103979
- Danecek P, McCarthy SA. BCFtools/csq: haplotype-aware variant consequences. Bioinformatics 2017;33:2037-9. https://doi.org/10.1093/bioinformatics/btx100
- Wang K, Li M, Hakonarson H. ANNOVAR: functional annotation of genetic variants from high-throughput sequencing data. Nucleic Acids Res 2010;38:e164. https://doi.org/10.1093/nar/gkq603
- Catchen J, Hohenlohe PA, Bassham S, Amores A, Cresko WA. Stacks: an analysis tool set for population genomics. Mol Ecol 2013;22:3124-40. https://doi.org/10.1111/mec.12354
- Purcell S, Neale B, Todd-Brown K, et al. PLINK: a tool set for whole-genome association and population-based linkage analyses. Am J Hum Genet 2007;81:559-75. https://doi.org/10.1086/519795
- Yang J, Lee SH, Goddard ME, Visscher PM. GCTA: a tool for genome-wide complex trait analysis. Am J Hum Genet 2011;88:76-82. https://doi.org/10.1016/j.ajhg.2010.11.011
- Chan BKC. Data analysis using R programming. Adv Exp Med Biol 2018;1082:47-122. https://doi.org/10.1007/978-3-319-93791-5_2
- Montana G, Hoggart C. Statistical software for gene mapping by admixture linkage disequilibrium. Brief Bioinform 2007;8:393-5. https://doi.org/10.1093/bib/bbm035
- Deniskova TE, Dotsev AV, Selionova MI, et al. SNP-based genotyping provides insight into the west asian origin of russian local goats. Front Genet 2021;12:708740. https://doi.org/10.3389/fgene.2021.708740
- Danecek P, Auton A, Abecasis G, et al. The variant call format and VCFtools. Bioinformatics 2011;27:2156-8. https://doi.org/10.1093/bioinformatics/btr330
- Zhao YH, Wang MY, Su R, et al. The genetic diversity analysis on 4 Inner Mongolian Cashmere goats. Hubei Nong Ye Ke Xue 2012;8:1681-3.
- Botstein D, White RL, Skolnick M, Davis RW. Construction of a genetic linkage map in man using restriction fragment length polymorphisms. Am J Hum Genet 1980;32:314-31.
- Weir BS, Cockerham CC. Estimating f-statistics for the analysis of population structure. Evolution 1984;38:1358-70. https://doi.org/10.1111/j.1558-5646.1984.tb05657.x
- Mtileni BJ, Muchadeyi FC, Maiwashe A, et al. Genetic diversity and conservation of South African indigenous chicken populations. J Anim Breed Genet 2011;128:209-18. https://doi.org/10.1111/j.1439-0388.2010.00891.x
- Wang X, Wang C, Huang M, et al. Genetic diversity, population structure and phylogenetic relationships of three indigenous pig breeds from Jiangxi Province, China, in a worldwide panel of pigs. Anim Genet 2018;49:275-83. https://doi.org/10.1111/age.12687
- Zhang M, Han W, Tang H, et al. Genomic diversity dynamics in conserved chicken populations are revealed by genome-wide SNPs. BMC Genomics 2018;19:598. https://doi.org/10.1186/s12864-018-4973-6
- Machete JB, Kgwatalala PM, Nsoso SJ, Hlongwane NL, Moreki JC. Genetic diversity and population structure of three strains of Indigenous Tswana chickens and commercial broiler using single nucleotide polymormophic (SNP) markers. J Anim Sci 2021;11:515-31. https://doi.org/10.4236/ojas.2021.114035