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Transcriptomic Sequencing Analysts and Comparison of Biological Networks Involved in Grapevine Leaf and Fruit Development

ABSTRACT第13-16页
ABBREVIATIONS第17-18页
CHAPTER ONE:GENERAL INTRODUCTION第18-22页
    1.1 Background Information第18-19页
    1.2 Statement of problem第19-20页
    1.3 Justification of study第20-21页
    1.4 Objective of the study第21-22页
CHAPTER TWO:HIGH THROUGHPUT SEQUENCING ADVANCEMENTS AND FUTURE CHALLENGES第22-38页
    2.2 Introduction第23-25页
    2.3 Key HTS Platforms and applications第25-33页
        2.3.1 Sanger capillary sequencing第25-26页
        2.3.2 De novo sequencing第26-27页
        2.3.3 Metagenomics第27-28页
        2.3.4 Whole genome/targeted re-sequencing第28-29页
        2.3.5 Targeted region specific sequencing第29页
        2.3.6 Exome sequencing第29-30页
        2.3.7 RNA sequencing第30-31页
        2.3.8 miRanalyzer第31-32页
        2.3.9 Whole transcriptome第32页
        2.3.10 Bioinformatics Data Analysis tools第32-33页
    2.4 Bioinformatic challenges第33-34页
        2.4.1 Ethical challenges第33-34页
    2.5 Future prospective第34-35页
        2.5.1 Third-generation sequencing technology第34-35页
        2.5.2 Sequencing in diagnostics第35页
    附图第35-38页
CHAPTER THREE: TRANSCRIPTOMIC ANALYSIS OF BIOLOGICAL NETWORKS INVOLVING IN GRAPEVINE (cv. SUMMER BLACK) LEAF DEVELOPMENT第38-82页
    3.2 Introduction第39-42页
    3.3 Material and Methods第42-44页
        3.3.1 Leaf Sample collection第42页
        3.3.2 RNA extraction, cDNA library construction and Illumina deep sequencing第42-43页
        3.3.3 Analysis of gene expression level第43页
        3.3.4 Pathway enrichment analysis of DEGs第43页
        3.3.5 qRT-PCR Validation第43-44页
    3.4 Results and discussion第44-58页
        3.4.1 Sequence quality control and Illumina HiSeq RNA sequencing第44-45页
        3.4.2 Global transcriptome analysis, functional classification, and metabolic pathway analysis by KEGG of all detected transcripts第45-47页
        3.4.3 Quality control, filtering of raw reads and analysis of base composition and quality第47页
        3.4.4 Quality Control of alignment Statistics and alignment analysis第47-48页
        3.4.5 Distribution of reads on reference genes第48-49页
        3.4.6 Gene expression distribution of gene's coverage and gene expression difference analysis during leaf growth and development第49-50页
        3.4.7 SNP analysis第50页
        3.4.8 Prediction and Annotation of Novel Transcripts第50-51页
        3.4.9 Alternative Splicing Analysis第51-52页
        3.4.10 Identification of Expressed Genes Responding to Leaf Developmental Stages第52-53页
        3.4.11 Leaf Growth and Development Alter Photosynthesis and Chlorophyll Metabolic Pathway in Grapevine第53-55页
        3.4.12 Genes Related to Secondary Metabolism Biosynthetic Pathways第55-56页
        3.4.13 Genes Related to Plant Hormone Signal Transduction Pathways During Leaf Developmental Stages第56-58页
    3.5 Discussion第58-62页
    3.6 Conclusion第62页
    附图表第62-82页
CHAPTER FOUR: TRANSCRIPTOMIC ANALYSIS OF BIOLOGICAL NETWORKS INVOLVING IN GRAPEVINE FRUIT DEVELOPMENT第82-110页
    4.2 Background第83-85页
    4.3 Materials and methods第85-86页
        4.3.1 Grape berry sampling and development第85页
        4.3.2 RNA extraction, cDNA library construction and Illumina deep sequencing第85页
        4.3.3 Differential Gene Expression Analysis第85页
        4.3.4 qRT-PCR Validation第85-86页
        4.3.5 Real time RT-PCR validation第86页
    4.4 Results and discussion第86-98页
        4.4.1 Sequence quality control and Illumina HiSeq RNA sequencing第86-87页
        4.4.2 Global transcriptome analysis, networks analysis by KEGG of all detected transcripts and functional classification第87-88页
        4.4.3 Differential expressed aroma-related genes during berry development第88-89页
        4.4.4 Differential expressed transcripts during Organic acid metabolism第89-90页
        4.4.5 Color expression patterns related transcripts第90-93页
        4.4.6 Differential expression transcripts related to Sucrose-metabolism networks第93-95页
        4.4.7 Differential Expression of Cell Wall Degradation and Softening Related Transcripts第95-98页
    附图表第98-110页
CHAPTER FIVE:COMPARISON OF GENES AND BIOLOGICAL NETWORKS INVOLVING IN FRUIT AND LEAF DEVELOPMENT第110-124页
    5.1 Background第111-112页
    5.2 MATERIAL AND METHOD第112页
        5.2.1 Leaf and fruit samples第112页
        5.2.2 cDNA library construction and Illumina deep sequencing and Analysis of gene expression level第112页
    5.3 Results and discussion第112-115页
        5.3.1 Sequence quality control and Illumina HiSeq RNA sequencing第112-113页
        5.3.2 Global transcriptomic analysis of metabolic networks and functional classification第113-114页
        5.3.3 Expressed Genes Responding to Leaf and fruit Development第114-115页
    5.4 Differential expressed genes in developmental networks and metabolic pathways第115-119页
        5.4.1 Genes expression related to Photosynthetic network第115-116页
        5.4.2 Differentially expressed genes related to flavonoid-related metabolic network第116-117页
        5.4.3 Pigmentation patterns in growth networks altered by Genes第117页
        5.4.4 Genes regulation and expression related to plant hormone signaling networks第117-118页
        5.4.5 Genes related to secondary metabolites biosynthetic networks第118-119页
    附图表第119-124页
CHAPTER SIX: CHLOROPLAST BASED GENETIC DIVERSITY AMONG GRAPE GENOTYPES第124-134页
    6.2 Background第124-126页
    6.3 Material and Methods第126-127页
        6.3.1 Plant Materials第126页
        6.3.2 Organelle DNA Extraction and PCR Amplification第126-127页
        6.3.3 Statistical Analysis第127页
    6.4 Results第127-128页
    6.5 Discussion第128-131页
    附图表第131-134页
CHAPTER SEVEN: ASSOCIATION BETWEEN CHLOROPLAST AND MITOCHONDRIAL DNA SEQUENCES IN CHINESE PRUNUS GENOTYPES (PRUNUS PERSICA, PRUNUS DOMESTICA,AND PRUNUS AVIUM)第134-150页
    7.2 Back ground第135-137页
    7.3 Results第137-140页
        7.3.1 Phylogenetic analysis第137-138页
        7.3.2 Nature of the polymorphism based on sequencing Alignment第138-139页
        7.3.3 Sequence comparison between and among mt and cpDNA第139-140页
    7.4 Materials and Methods第140-141页
        7.4.1 Plant Materials第140页
        7.4.2 Total DNA Extraction and PCR Amplification第140页
        7.4.3 Organelle DNA extraction from PAGE第140-141页
        7.4.4 TA cloning and sequencing第141页
    7.5 Discussion第141-144页
    7.6 Conclusion第144页
    附图表第144-150页
MAJOR FINDINGS第150-152页
REFERENCES第152-178页
PUBLICATIONS AND SUBMITTED MANUSCRIPTS第178-180页
ACKNOWLEDGEMENT第180-182页
APPENDICES第182-187页

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