Institute of Marine Biology, Biotechnology & Aquaculture (IMBBC), Hellenic Centre for Marine Research (HCMR), Heraklion, Crete, Greece.
Mol Ecol Resour. 2013 Jul;13(4):696-705. doi: 10.1111/1755-0998.12096. Epub 2013 Mar 29.
We assembled a de novo transcriptome of short-read Illumina RNA-Seq data generated from telencephalon and diencephalon tissue samples from the Kentish plover, Charadrius alexandrinus. This is a species of considerable interest in behavioural ecology for its highly variable mating system and parental behaviour, but it lacks genomic resources and is evolutionarily distant from the few available avian draft genome sequences. We assembled and identified over 21,000 transcript contigs with significant expression in our samples, showing high homology to exonic sequences in avian draft genomes. From these, we identified >31,000 high-quality SNPs and > 2500 simple sequence repeats (SSRs). We also analysed expression patterns in our data to identify potential candidate genes related to differences in male and female behaviour, identifying over 200 nonoverlapping putative autosomal transcripts that show significant expression differences between males and females. Gene ontology analysis revealed that female-biased transcripts were significantly enriched for cerebral functions related to learning, cognition and memory, and male-biased transcripts were mostly enriched for terms related to neural function such as neuron projection and synapses. This data set provides one of the first de novo transcriptome assemblies from non-normalized short-read next-generation data and outlines an effective strategy for measuring sequence and expression variability simultaneously without the aid of a reference genome.
我们组装了肯特滨鹬(Charadrius alexandrinus)端脑和间脑组织样本的 Illumina RNA-Seq 短读序列从头转录组。在行为生态学中,这种物种因其高度多变的交配系统和亲代行为而备受关注,但它缺乏基因组资源,并且与少数可用的鸟类草图基因组序列在进化上相距甚远。我们组装并鉴定了 21000 多个在我们的样本中具有显著表达的转录物,这些转录物与鸟类草图基因组中的外显子序列具有高度同源性。从中,我们鉴定了 >31000 个高质量 SNP 和 >2500 个简单序列重复(SSR)。我们还分析了我们数据中的表达模式,以鉴定与雄性和雌性行为差异相关的潜在候选基因,鉴定了 200 多个非重叠的假定常染色体转录物,这些转录物在雄性和雌性之间表现出显著的表达差异。GO 分析表明,雌性偏向的转录物在与学习、认知和记忆相关的大脑功能方面显著富集,而雄性偏向的转录物主要富集于神经元投射和突触等与神经功能相关的术语。该数据集提供了首个非标准化短读下一代数据从头转录组组装之一,并概述了一种有效的策略,可同时测量序列和表达变异性,而无需参考基因组的帮助。