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Identification of functional elements involved in RNA splicing, domestication, and agronomic performance in mungbean genome

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dc.contributor.advisor이석하-
dc.contributor.author다니사타완-
dc.date.accessioned2017-07-13T17:40:02Z-
dc.date.available2019-04-17-
dc.date.issued2017-02-
dc.identifier.other000000140991-
dc.identifier.urihttps://hdl.handle.net/10371/121023-
dc.description학위논문 (박사)-- 서울대학교 대학원 : 식물생산과학부, 2017. 2. 이석하.-
dc.description.abstractMungbean (Vigna radiata) is an important Asian pulse crop with annual cultivation area of 6 million hectares. The completion of mungbean reference genome provided a major boost for mungbean genomic research. Annotation of the reference genome data was improved by evaluating the prevalence of alternative splicing (AS) in the genome. At least 37.9% of mungbean genes undergo AS but there are indications that AS in mungbean is predominantly stochastic. A large proportion of AS isoforms exists at very low copy, or expressed at much lower level than the default transcript. Conservation in closely related species is also rare, with only 2.8% of genes share conserved AS between mungbean and adzuki bean, and only 16 soybean genes share conserved AS with mungbean.
Using genotyping by sequencing (GBS) on 276 cultivated and wild mungbean accessions from around the world, it was found that nucleotide diversity among cultivated accessions decreases to 30% of the level found in wild accessions. Linkage disequilibrium also decays at longer interval in cultivated mungbean, where LD blocks are on average 4.6 times longer than wild accessions. Wild and cultivated accessions are clearly separated in phylogenetic and population structure analysis, and there are some correlations between geographic origin and subpopulation membership. Several loci were identified as possible candidate for regions that underwent positive selection during mungbean domestication. The genes in those intervals are enriched with genes associated with growth and reproductive traits.
SNP data obtained from GBS were also used for genome-wide association study (GWAS) to dissect the genetic background of several agronomic traits such as flowering time, maturity time, pod formation time, seed weight, number of seeds per pod, peak harvest, cumulative weekly harvest, final yield, and synchronicity. Phenotyping was performed on 222 cultivated accessions and using two different association methods at least 79 markers were found to be significantly associated with the traits at p-value <0.0001. Some of the genes that intersect with significant markers share homology with soybean genes and QTL that could explain their role in trait formation, which makes them attractive candidates for follow up studies. The data can be used as a basis for mapping studies or parental selection in mungbean breeding programs.
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dc.description.tableofcontentsGENERAL INTRODUCTION 1
LITERATURAL REVIEWS 6
1. The impacts of next generation sequencing on genetic studies 6
2. RNA-seq based transcriptomics as a new tool for geneticists 8
3. Towards plant translational genomics 10
4. REFERENCES 13
CHAPTER I: Genome-wide characterization of RNA splicing in mungbean 19
1. ABSTRACT 19
2. INTRODUCTION 21
3. MATERIALS AND METHODS 25
3.1. Plant materials and RNA sequencing 25
3.2. Sequence alignment, transcript assembly, and AS identification 25
3.3. Isoform quantitation 26
3.4. Statistical analysis 27
3.5. Sequence junction analysis 27
3.6. Comparative analysis 28
4. RESULTS 29
4.1. Characteristics of AS types in mungbean 29
4.2. Mungbean AS exhibits signs of stochastic splicing 35
4.3. The role of sequence variation and the extent of AS conservation 46
5. DISCUSSION 54
6. REFERENCES 59
CHAPTER II: Assessment of mungbean genetic diversity and domestication based on genotyping by sequencing 66
1. ABSTRACT 66
2. INTRODUCTION 68
3. MATERIALS AND METHODS 72
3.1. Sequencing and variant calling 72
3.2. Phylogenetic and population structure analysis 73
3.3. Linkage Disequilibrium Profiling 74
3.4. Identification of selective sweep regions for domestication 74
4. RESULTS 76
4.1. Profiles and distribution of sequence variants 76
4.2. Phylogenetic relationship and population structure 80
4.3. Linkage disequilibrium 87
4.4. Regions undergoing selective sweep in domesticated mungbean 90
5. DISCUSSION 98
6. REFERENCES 103
CHAPTER III: Genome-wide association study to identify loci associated with agronomic traits 114
1. ABSTRACT 114
2. INTRODUCTION 116
3. MATERIALS AND METHODS 119
3.1. Plant Materials 119
3.2. Phenotypic Data Collection 127
3.3. Genotyping by Sequencing 129
3.4. Genome-Wide Association Analysis 130
4. RESULTS 131
4.1. Phenotypes of the Association Panel 131
4.2. GWAS 138
4.3. Candidate Gene Identification 146
5. DISCUSSION 150
6. REFERENCES 154
국문초록 157
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dc.formatapplication/pdf-
dc.format.extent3912179 bytes-
dc.format.mediumapplication/pdf-
dc.language.isoen-
dc.publisher서울대학교 대학원-
dc.subjectmungbean-
dc.subject.ddc633-
dc.titleIdentification of functional elements involved in RNA splicing, domestication, and agronomic performance in mungbean genome-
dc.typeThesis-
dc.description.degreeDoctor-
dc.citation.pages158-
dc.contributor.affiliation농업생명과학대학 식물생산과학부-
dc.date.awarded2017-02-
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