Abstract

Aluminum (Al) at high concentrations inhibits root growth, damage root systems, and causes significant reductions in rice yields. Indica and Japonica rice have been cultivated in distinctly different ecological environments with different soil acidity levels; thus, they might have different mechanisms of Al-tolerance. In the present study, transcriptomic analysis in the root apex for Al-tolerance in the seedling stage was carried out within Al-tolerant and -sensitive varieties belonging to different subpopulations (i.e., Indica, Japonica, and mixed). We found that there were significant differences between the gene expression patterns of Indica Al-tolerant and Japonica Al-tolerant varieties, while the gene expression patterns of the Al-tolerant varieties in the mixed subgroup, which was inclined to Japonica, were similar to the Al-tolerant varieties in Japonica. Moreover, after further GO (gene ontology) and KEGG (Kyoto Encyclopedia of Genes and Genomes) analyses of the transcriptomic data, we found that eight pathways, i.e., “Terpenoid backbone biosynthesis”, “Ribosome”, “Amino sugar and nucleotide sugar metabolism”, “Plant hormone signal transduction”, “TCA cycle”, “Synthesis and degradation of ketone bodies”, and “Butanoate metabolism” were found uniquely for Indica Al-tolerant varieties, while only one pathway (i.e., “Sulfur metabolism”) was found uniquely for Japonica Al-tolerant varieties. For Al-sensitive varieties, one identical pathway was found, both in Indica and Japonica. Three pathways were found uniquely in “Starch and sucrose metabolism”, “Metabolic pathway”, and “Amino sugar and nucleotide sugar metabolism”.

Highlights

  • Over 50% of the world’s arable land is acidic, and about 13% of global rice is produced on acidic soils [1]

  • Is the growth of rice roots inhibited, but rice root systems can be damaged by high concentrations of Al in the soil, which can both lead to significant reductions in rice yields [2,3]

  • Several genes related to aluminum tolerance in rice were cloned, i.e., ART1 [5], STAR1 [4], STAR2 [4], Nrat1 [6], OsFRDL2 [9], ASR5 [11], and OsEXPA10 [12]

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Summary

Introduction

Over 50% of the world’s arable land is acidic, and about 13% of global rice is produced on acidic soils [1]. We summarized the QTL and genes, and found that these QTL and genes were not identical, for the most part, due to different mapping populations or Al toxicity concentrations These studies showed that the genetic mechanisms of Al-tolerance in rice are very complicated, and they need more research in the future. Using different varieties of Indica or Japonica sub-species from previous studies might be an effective way of interpreting the great complexity of the genetic mechanisms of Al-tolerance. It would be very useful for the improvement of Al-tolerance in rice breeding, if the mechanism of Al-tolerance between Indica and Japonica could be proven to be different. The results of this study will be very useful for dissecting the mechanisms of Al-tolerance in rice, and enhancing the resistance of elite cultivars against Al toxicity in acidic soils for rice breeders

Results
Transcriptome Sequencing and Sequence Quality
Gene Expression Patterns of Al-Tolerant and Al-Sensitive Varieties
Different Pathways of Al-Tolerance between Indica and Japonica
Plant Material
Phenotyping for Al-Tolerance
Transcriptomic Analysis
Gene Ontology Plots
Real-Time qRT–PCR
Full Text
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