Cross-Species Application of Illumina iScan Microarrays for Cost-Effective, High-Throughput SNP Discovery

被引:4
|
作者
Fountain, Emily D. [1 ]
Zhou, Li-Chen [2 ]
Karklus, Alyssa [3 ]
Liu, Qun-Xiu [2 ]
Meyers, James
Fontanilla, Ian K. C. [4 ]
Rafael, Emmanuel Francisco [5 ]
Yu, Jian-Yi [2 ]
Zhang, Qiong [2 ]
Zhu, Xiang-Lei [2 ]
Pei, En-Le [2 ]
Yuan, Yao-Hua [2 ]
Banes, Graham L. [1 ,6 ]
机构
[1] Univ Wisconsin, Wisconsin Natl Primate Res Ctr, Madison, WI 53706 USA
[2] Shanghai Zool Pk, Shanghai, Peoples R China
[3] Univ Wisconsin, Sch Vet Med, Madison, WI 53706 USA
[4] Univ Philippines Diliman, Coll Sci, Inst Biol, Quezon City, Philippines
[5] Avilon Zoo, Rodriguez, Rizal, Philippines
[6] Chinese Acad Sci, Key Lab Computat Biol, Shanghai Inst Nutr & Hlth, Shanghai, Peoples R China
来源
基金
美国国家科学基金会; 美国国家卫生研究院;
关键词
Infinium; BeadArray; BeadChip; bead chip; SNP discovery; genotyping; great apes; CHIPS; ASSOCIATION; EVOLUTION; COVERAGE; QUALITY; DNA;
D O I
10.3389/fevo.2021.629252
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
Microarrays can be a cost-effective alternative to high-throughput sequencing for discovering novel single-nucleotide polymorphisms (SNPs). Illumina's iScan platform dominates the market, but their commercial microarray products are designed for model organisms. Further, the platform outputs data in a proprietary format. This cannot be easily converted to human-readable genotypes or be merged with pre-existing data. To address this, we present and validate a novel pipeline to facilitate data analysis from cross-species application of Illumina microarrays. This facilitates the generation of a compatible VCF from iScan data and the merging of this with a second VCF comprising genotypes derived from other samples and sources. Our pipeline includes a custom script, iScanVCFMerge (presented as a Python package), which we validate using iScan data from three great ape genera. We conclude that cross-species application of microarrays can be a rapid, cost-effective approach for SNP discovery in non-model organisms. Our pipeline surmounts the common challenges of integrating iScan genotypes with pre-existing data.
引用
收藏
页数:7
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