School of Environmental and Natural Resource Sciences, Faculty of Science and Technology, Universiti Kebangsaan Malaysia, UKM Bangi 43600, Selangor, Malaysia.
BMC Genomics. 2011 Jul 5;12:342. doi: 10.1186/1471-2164-12-342.
Acacia auriculiformis × Acacia mangium hybrids are commercially important trees for the timber and pulp industry in Southeast Asia. Increasing pulp yield while reducing pulping costs are major objectives of tree breeding programs. The general monolignol biosynthesis and secondary cell wall formation pathways are well-characterized but genes in these pathways are poorly characterized in Acacia hybrids. RNA-seq on short-read platforms is a rapid approach for obtaining comprehensive transcriptomic data and to discover informative sequence variants.
We sequenced transcriptomes of A. auriculiformis and A. mangium from non-normalized cDNA libraries synthesized from pooled young stem and inner bark tissues using paired-end libraries and a single lane of an Illumina GAII machine. De novo assembly produced a total of 42,217 and 35,759 contigs with an average length of 496 bp and 498 bp for A. auriculiformis and A. mangium respectively. The assemblies of A. auriculiformis and A. mangium had a total length of 21,022,649 bp and 17,838,260 bp, respectively, with the largest contig 15,262 bp long. We detected all ten monolignol biosynthetic genes using Blastx and further analysis revealed 18 lignin isoforms for each species. We also identified five contigs homologous to R2R3-MYB proteins in other plant species that are involved in transcriptional regulation of secondary cell wall formation and lignin deposition. We searched the contigs against public microRNA database and predicted the stem-loop structures of six highly conserved microRNA families (miR319, miR396, miR160, miR172, miR162 and miR168) and one legume-specific family (miR2086). Three microRNA target genes were predicted to be involved in wood formation and flavonoid biosynthesis. By using the assemblies as a reference, we discovered 16,648 and 9,335 high quality putative Single Nucleotide Polymorphisms (SNPs) in the transcriptomes of A. auriculiformis and A. mangium, respectively, thus yielding useful markers for population genetics studies and marker-assisted selection.
We have produced the first comprehensive transcriptome-wide analysis in A. auriculiformis and A. mangium using de novo assembly techniques. Our high quality and comprehensive assemblies allowed the identification of many genes in the lignin biosynthesis and secondary cell wall formation in Acacia hybrids. Our results demonstrated that Next Generation Sequencing is a cost-effective method for gene discovery, identification of regulatory sequences, and informative markers in a non-model plant.
金合欢杂种(Acacia auriculiformis×Acacia mangium)是东南亚木材和纸浆工业中具有商业重要性的树种。提高纸浆产量,同时降低制浆成本是树木育种计划的主要目标。一般的单体酚生物合成和次生细胞壁形成途径已经得到很好的描述,但在金合欢杂种中,这些途径的基因特征描述很差。基于短读长平台的 RNA-seq 是一种快速获取全面转录组数据和发现有信息序列变体的方法。
我们从混合的幼茎和内皮组织的非标准化 cDNA 文库中合成了短读长配对末端文库,并在 Illumina GAII 机器的单通道上对金合欢和 Mangium 进行了转录组测序。从头组装共产生了 42217 和 35759 条序列,平均长度分别为 496bp 和 498bp。A. auriculiformis 和 A. mangium 的组装序列总长分别为 21022649bp 和 17838260bp,最大序列长 15262bp。我们使用 Blastx 检测到了所有十个单体酚生物合成基因,并进一步分析发现每个物种都有 18 种木质素同型物。我们还鉴定了 5 个与其他植物物种中涉及次生细胞壁形成和木质素沉积的转录调控的 R2R3-MYB 蛋白同源的序列。我们将这些序列与公共 microRNA 数据库进行了比对,并预测了 6 个高度保守的 microRNA 家族(miR319、miR396、miR160、miR172、miR162 和 miR168)和一个豆科植物特异性家族(miR2086)的茎环结构。预测到三个 microRNA 靶基因参与木材形成和类黄酮生物合成。通过使用这些组装序列作为参考,我们在 A. auriculiformis 和 A. mangium 的转录组中分别发现了 16648 和 9335 个高质量的单核苷酸多态性(SNP),从而为群体遗传学研究和标记辅助选择提供了有用的标记。
我们使用从头组装技术对金合欢杂种进行了首次全面的转录组分析。我们的高质量和全面的组装允许在金合欢杂种中鉴定出木质素生物合成和次生细胞壁形成中的许多基因。我们的结果表明,下一代测序是一种在非模式植物中进行基因发现、调节序列鉴定和有信息标记的经济有效的方法。