title: SNP Mining in Functional Genes from Nonmodel Species by Next-Generation Sequencing: A Case of Flowering, Pre-Harvest Sprouting, and Dehydration Resistant Genes in Wheat.
abstract: As plenty of nonmodel plants are without genomic sequences, the combination of molecular technologies and the next generation sequencing (NGS) platform has led to a new approach to study the genetic variations of these plants. Software GATK, SOAPsnp, samtools, and others are often used to deal with the NGS data. In this study, BLAST was applied to call SNPs from 16 mixed functional gene's sequence data of polyploidy wheat. In total 1.2 million reads were obtained with the average of 7500 reads per genes. To get accurate information, 390,992 pair reads were successfully assembled before aligning to those functional genes. Standalone BLAST tools were used to map assembled sequence to functional genes, respectively. Polynomial fitting was applied to find the suitable minor allele frequency (MAF) threshold at 6% for assembled reads of each functional gene. SNPs accuracy form assembled reads, pretrimmed reads, and original reads were compared, which declared that SNPs mined from the assembled reads were more reliable than others. It was also demonstrated that mixed samples' NGS sequences and then analysis by BLAST were an effective, low-cost, and accurate way to mine SNPs for nonmodel species. Assembled reads and polynomial fitting threshold were recommended for more accurate SNPs target.
authors.affiliation: Triticeae Research Institute, Sichuan Agricultural University, Chengdu 611130, China.
authors.forename: Zhong-Xu
authors.initials: ZX
authors.lastname: Chen
authors.affiliation: Triticeae Research Institute, Sichuan Agricultural University, Chengdu 611130, China.
authors.forename: Mei
authors.initials: M
authors.lastname: Deng
authors.affiliation: Triticeae Research Institute, Sichuan Agricultural University, Chengdu 611130, China.
authors.forename: Ji-Rui
authors.identifier: 0000-0002-5019-6844
authors.initials: JR
authors.lastname: Wang
mesh_terms: D000222:Adaptation, Physiological / Q000235:genetics*; D002874:Chromosome Mapping; D018744:DNA, Plant / Q000235:genetics*; D057225:Data Mining / Q000379:methods; D017343:Genes, Plant / Q000235:genetics*; D020641:Polymorphism, Single Nucleotide / Q000235:genetics*; D017422:Sequence Analysis, DNA / Q000379:methods*; D014908:Triticum / Q000235:genetics*
chemical_list: D018744:DNA, Plant