Broadbent Kate M, Broadbent Jill C, Ribacke Ulf, Wirth Dyann, Rinn John L, Sabeti Pardis C
Department of Systems Biology, Harvard Medical School, Boston, Massachusetts, USA.
Broad Institute, Cambridge, Massachusetts, USA.
BMC Genomics. 2015 Jun 13;16(1):454. doi: 10.1186/s12864-015-1603-4.
The human malaria parasite Plasmodium falciparum has a complex and multi-stage life cycle that requires extensive and precise gene regulation to allow invasion and hijacking of host cells, transmission, and immune escape. To date, the regulatory elements orchestrating these critical parasite processes remain largely unknown. Yet it is becoming increasingly clear that long non-coding RNAs (lncRNAs) could represent a missing regulatory layer across a broad range of organisms.
To investigate the regulatory capacity of lncRNA in P. falciparum, we harvested fifteen samples from two time-courses. Our sample set profiled 56 h of P. falciparum blood stage development. We then developed and validated strand-specific, non-polyA-selected RNA sequencing methods, and pursued the first assembly of P. falciparum strand-specific transcript structures from RNA sequencing data. This approach enabled the annotation of over one thousand lncRNA transcript models and their comprehensive global analysis: coding prediction, periodicity, stage-specificity, correlation, GC content, length, location relative to annotated transcripts, and splicing. We validated the complete splicing structure of three lncRNAs with compelling properties. Non-polyA-selected deep sequencing also enabled the prediction of hundreds of intriguing P. falciparum circular RNAs, six of which we validated experimentally.
We found that a subset of lncRNAs, including all subtelomeric lncRNAs, strongly peaked in expression during invasion. By contrast, antisense transcript levels significantly dropped during invasion. As compared to neighboring mRNAs, the expression of antisense-sense pairs was significantly anti-correlated during blood stage development, indicating transcriptional interference. We also validated that P. falciparum produces circRNAs, which is notable given the lack of RNA interference in the organism, and discovered that a highly expressed, five-exon antisense RNA is poised to regulate P. falciparum gametocyte development 1 (PfGDV1), a gene required for early sexual commitment events.
人类疟原虫恶性疟原虫具有复杂的多阶段生命周期,需要广泛而精确的基因调控,以实现对宿主细胞的入侵和劫持、传播以及免疫逃逸。迄今为止,协调这些关键寄生虫过程的调控元件在很大程度上仍不为人知。然而,越来越明显的是,长链非编码RNA(lncRNA)可能代表了广泛生物体中缺失的调控层。
为了研究lncRNA在恶性疟原虫中的调控能力,我们从两个时间进程中收集了15个样本。我们的样本集描绘了恶性疟原虫血液阶段56小时的发育情况。然后,我们开发并验证了链特异性、非聚腺苷酸选择的RNA测序方法,并从RNA测序数据中首次组装了恶性疟原虫链特异性转录本结构。这种方法能够注释一千多个lncRNA转录本模型并对其进行全面的全局分析:编码预测、周期性、阶段特异性、相关性、GC含量、长度、相对于注释转录本的位置以及剪接。我们验证了三个具有显著特性的lncRNA的完整剪接结构。非聚腺苷酸选择的深度测序还能够预测数百个有趣的恶性疟原虫环状RNA,其中六个我们通过实验进行了验证。
我们发现,包括所有端粒旁lncRNA在内的一部分lncRNA在入侵期间表达强烈峰值。相比之下,反义转录本水平在入侵期间显著下降。与相邻的mRNA相比,反义-正义对在血液阶段发育期间的表达显著负相关,表明存在转录干扰。我们还验证了恶性疟原虫会产生环状RNA,鉴于该生物体中缺乏RNA干扰,这一点值得注意,并且发现一种高表达的五外显子反义RNA有望调控恶性疟原虫配子体发育1(PfGDV1),这是早期性发育事件所需的一个基因。