关联分析对大豆(Glycine max(L.)Merr.)生物量和产量组分相关关系的遗传解析

声明

Table of Contents

List of tables

List of figures

Abstract

摘要

List of abbreviations

Chapter Ⅰ：Literature Review

1．1．The origin and History of Soybean

1．2．Association Mapping (AM)

1．2．1．Association Mapping studies in plants

1．2．2．Association mapping as an alternative approach

1．3．Quantitative trait loci (QTL)

1．4．Single nucleotide polymorphisms (SNPs)

1．5．Linkage Disequilibrium (LD)

1．5．1．Visualization and statistical significance of LD

1．5．2．Factors that affect LD

1．6．Population Structure

1．7．Soybean biomass and its Genetic Research Progress

1．8．Soybean yield components and its Genetic Research Progress

1．9．Problem statement

1．10．Research justification

1．11．Objectives

1．11．1．General objective

1．11．2．Specific objectives

Chapter Ⅱ：Materials and Methods

2．1．Plant materials and phenotypic data collection

2．2．SNP genotyping

2．3．Phenotypie data analyses

2．4．Genome-wide association analysis

Chapter Ⅲ：Results

3．1．Effects of phenotypic variations，heritability and population structure on phenotype

3．2．Correlation analysis of soybean biomass and yield component traits

3．3．Association mapping

3．4．Mining elite alleles

Chapter Ⅳ：Discussion

4．1．Effects of phenotypic variations，heritability and population structure on phenotype

4．2．Correlation analysis of soybean biomass and yield components traits

4．3．Association mapping

4．4．Mining elite alleles

4．5．Limitations

Chapter Ⅴ：Conclusions

Bibliography

Appendix

Acknowledgments

Publications