Using RNA-Seq to profile soybean seed development from fertilization to maturity

• Published in: PloS one 2013-03, Vol.8 (3), p.e59270
• Main Authors: Jones, Sarah I, Vodkin, Lila O
• Format: Article
• Language: English
• Subjects: Agriculture; Analysis; Anopheles; Antigens, Plant - genetics; Arabidopsis; Biological effects; Biology; Cellular structure; Conglycinin; Crop science; Desiccants; Desiccation; Developmental stages; DNA binding proteins; Drying; Embryogenesis; Embryonic growth stage; Embryos; Energy policy; Fertilization; Gene expression; Gene Expression Profiling; Gene Expression Regulation, Developmental; Gene Expression Regulation, Plant; Gene sequencing; Genes; Genomes; Genomics; Globulins - genetics; Glycine max; Glycine max - genetics; Glycine max - growth & development; Government agencies; High-Throughput Nucleotide Sequencing; Histones; Imbibition; LEA protein; Metabolism; Models, Genetic; Nucleotide sequence; Nutrients; Plant Proteins - genetics; Pollination; Proline; Property; Proteins; Reproducibility; Ribonucleic acid; RNA; RNA sequencing; Seed Storage Proteins - genetics; Seeds; Seeds - genetics; Seeds - growth & development; Sequence Analysis, RNA; Soybean Proteins - genetics; Soybeans; Storage; Storage proteins; Transcription (Genetics); Transcription factors; Transcriptome; Trends
• ISSN: 1932-6203; 1932-6203
• DOI: 10.1371/journal.pone.0059270

To understand gene expression networks leading to functional properties and compositional traits of the soybean seed, we have undertaken a detailed examination of soybean seed development from a few days post-fertilization to the mature seed using Illumina high-throughput transcriptome sequencing (RNA-Seq). RNA was sequenced from seven different stages of seed development, yielding between 12 million and 78 million sequenced transcripts. These have been aligned to the 79,000 gene models predicted from the soybean genome recently sequenced by the Department of Energy Joint Genome Institute. Over one hundred gene models were identified with high expression exclusively in young seed stages, starting at just four days after fertilization. These were annotated as being related to many basic components and processes such as histones and proline-rich proteins. Genes encoding storage proteins such as glycinin and beta-conglycinin had their highest expression levels at the stages of largest fresh weight, confirming previous knowledge that these storage products are being rapidly accumulated before the seed begins the desiccation process. Other gene models showed high expression in the dry, mature seeds, perhaps indicating the preparation of pathways needed later, in the early stages of imbibition. Many highly-expressed gene models at the dry seed stage are, as expected, annotated as hydrophilic proteins associated with low water conditions, such as late embryogenesis abundant (LEA) proteins and dehydrins, which help preserve the cellular structures and nutrients within the seed during desiccation. More significantly, the power of RNA-Seq to detect genes expressed at low levels revealed hundreds of transcription factors with notable expression in at least one stage of seed development. Results from a second biological replicate demonstrate high reproducibility of these data revealing a comprehensive view of the transciptome of seed development in the cultivar Williams, the reference cultivar for the first soybean genome sequence.