Open Access Highly Accessed Research article

Transcriptome analysis of rice root heterosis by RNA-Seq

Rongrong Zhai1, Yue Feng1, Huimin Wang2, Xiaodeng Zhan1, Xihong Shen1, Weiming Wu1, Yingxin Zhang1, Daibo Chen1, Gaoxing Dai3, Zhanlie Yang4, Liyong Cao1* and Shihua Cheng1*

Author Affiliations

1 State Key Laboratory of Rice Biology, China National Rice Research Institute, Hangzhou, 310006, China

2 College of Agronomy, Shenyang Agricultural University, Shenyang, 110161, China

3 Rice Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, 530007, China

4 Rice Research Institute, Guizhou Academy of Agricultural Sciences, Guiyang, 550006, China

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BMC Genomics 2013, 14:19  doi:10.1186/1471-2164-14-19

Published: 16 January 2013



Heterosis is a phenomenon in which hybrids exhibit superior performance relative to parental phenotypes. In addition to the heterosis of above-ground agronomic traits on which most existing studies have focused, root heterosis is also an indispensable component of heterosis in the entire plant and of major importance to plant breeding. Consequently, systematic investigations of root heterosis, particularly in reproductive-stage rice, are needed. The recent advent of RNA sequencing technology (RNA-Seq) provides an opportunity to conduct in-depth transcript profiling for heterosis studies.


Using the Illumina HiSeq 2000 platform, the root transcriptomes of the super-hybrid rice variety Xieyou 9308 and its parents were analyzed at tillering and heading stages. Approximately 391 million high-quality paired-end reads (100-bp in size) were generated and aligned against the Nipponbare reference genome. We found that 38,872 of 42,081 (92.4%) annotated transcripts were represented by at least one sequence read. A total of 829 and 4186 transcripts that were differentially expressed between the hybrid and its parents (DGHP) were identified at tillering and heading stages, respectively. Out of the DGHP, 66.59% were down-regulated at the tillering stage and 64.41% were up-regulated at the heading stage. At the heading stage, the DGHP were significantly enriched in pathways related to processes such as carbohydrate metabolism and plant hormone signal transduction, with most of the key genes that are involved in the two pathways being up-regulated in the hybrid. Several significant DGHP that could be mapped to quantitative trait loci (QTLs) for yield and root traits are also involved in carbohydrate metabolism and plant hormone signal transduction pathways.


An extensive transcriptome dataset was obtained by RNA-Seq, giving a comprehensive overview of the root transcriptomes at tillering and heading stages in a heterotic rice cross and providing a useful resource for the rice research community. Using comparative transcriptome analysis, we detected DGHP and identified a group of potential candidate transcripts. The changes in the expression of the candidate transcripts may lay a foundation for future studies on molecular mechanisms underlying root heterosis.

Heterosis; Root; Transcriptome; RNA-Seq; Hybrid rice