GENOMIC VARIATION OF FIVE INDONESIAN CACAO (Theobroma cacao L.) VARIETIES BASED ON ANALYSIS USING NEXT GENERATION SEQUENCING

Q4 Agricultural and Biological Sciences Indonesian Journal of Agricultural Science Pub Date : 2016-10-01 DOI:10.21082/ijas.v17n2.2016.p57-64
I. M. Tasma, D. Satyawan, H. Rijzaani, I. Rosdianti, P. Lestari, Rubiyo Rubiyo
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Abstract

Indonesian cacao productivity is still low mainly due to the lack availability of superior cacao planting materials. A new breeding method is necessary to expedite cacao yield improvement programs. To date, no study has yet been done to characterize Indonesian cacao varieties at the whole genome level. The objective of this study was to characterize genomic variation of five superior Indonesian cacao varieties using next-generation sequencing. Genetic materials used were five Indonesian cacao varieties, i.e. ICCRI2, ICCRI3, ICCRI4, SUL2 and ICS13. Genome sequences were mapped to the cacao reference genome sequence of Criollo variety. Sequence alignment and genomic variation discovery were done using Bowtie2 and mpileup software of Samtools, respectively. A total of 2,326,088 single nucleotide polymorphisms (SNPs) and 362,081 insertions and deletions (Indels) were obtained from this study. In average, a DNA variant was identified in every 121 nucleotides of the genome sequence. Most of the DNA variants were located outside the genes. Only 347,907 SNPs and Indels (13.18%) were located within protein coding region (exon).  Among the DNA variations within exon, 188,949 SNPs caused missense mutation and 1,535 SNPs induced nonsense mutation.  Unique gene-based SNPs were also discovered from this study that can be used as fingerprints for the particular cacao variety. The DNA variants obtained were excellent DNA marker resources to support cacao breeding programs. The SNPs discovered are useful as materials for genome-wide SNP chip development to be used for gene and QTL tagging of important traits for expediting national cacao breeding program.
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5种印尼可可(Theobroma CACAO L.)的基因组变异基于下一代测序分析的品种
印尼可可产量仍然很低,主要原因是缺乏优质可可种植材料。需要一种新的育种方法来加快可可产量的改善计划。迄今为止,还没有研究在全基因组水平上对印度尼西亚可可品种进行表征。本研究的目的是利用新一代测序技术表征印度尼西亚5个优良可可品种的基因组变异。所使用的遗传材料为5个印尼可可品种ICCRI2、ICCRI3、ICCRI4、SUL2和ICS13。基因组序列与Criollo品种可可参考基因组序列进行了比对。序列比对和基因组变异发现分别使用Samtools公司的Bowtie2和mpileup软件。该研究共获得2326088个单核苷酸多态性(snp)和362081个插入和缺失(Indels)。平均而言,在基因组序列的每121个核苷酸中鉴定出一个DNA变体。大多数DNA变异位于基因之外。仅347,907个snp和indel(13.18%)位于蛋白质编码区(外显子)内。外显子内的DNA变异中,188,949个snp引起错义突变,1,535个snp引起无义突变。这项研究还发现了独特的基于基因的snp,可以用作特定可可品种的指纹。获得的DNA变异是支持可可育种计划的优良DNA标记资源。发现的SNP可作为全基因组SNP芯片开发的材料,用于重要性状的基因和QTL标记,加快国家可可育种计划。
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来源期刊
Indonesian Journal of Agricultural Science
Indonesian Journal of Agricultural Science Agricultural and Biological Sciences-Soil Science
CiteScore
1.00
自引率
0.00%
发文量
5
审稿时长
12 weeks
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