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基于 RNA-seq 数据的疟原虫全长非编码 RNA 的全基因组鉴定和功能注释。

Genome-wide identification and functional annotation of Plasmodium falciparum long noncoding RNAs from RNA-seq data.

机构信息

Department of Preventive Medicine, School of Medicine, Ningbo University, Ningbo, People's Republic of China.

出版信息

Parasitol Res. 2014 Apr;113(4):1269-81. doi: 10.1007/s00436-014-3765-4. Epub 2014 Feb 13.

DOI:10.1007/s00436-014-3765-4
PMID:24522451
Abstract

The life cycle of Plasmodium falciparum is very complex, with an erythrocytic stage that involves the invasion of red blood cells and the survival and growth of the parasite within the host. Over the past several decades, numbers of studies have shown that proteins exported by P. falciparum to the surface of infected red blood cells play a critical role in recognition and interaction with host receptors and are thus essential for the completion of the life cycle of P. falciparum. However, little is known about long noncoding RNAs (lncRNAs). In this study, we designed a computational pipeline to identify new lncRNAs of P. falciparum from published RNA-seq data and analyzed their sequences and expression features. As a result, 164 novel lncRNAs were found. The sequences and expression features of P. falciparum lncRNAs were similar to those of humans and mice: there was a lack of sequence conservation, low expression levels, and high expression coefficient of variance and co-expression with nearby coding sequences in the genome. Next, a coding/noncoding gene co-expression network for P. falciparum was constructed to further annotate the functions of novel and known lncRNAs. In total, the functions of 69 lncRNAs, including 44 novel lncRNAs, were annotated. The main functions of the lncRNAs included metabolic processes, biosynthetic processes, regulation of biological processes, establishment of localization, catabolic processes, cellular component organization, and interspecies interactions between organisms. Our results will provide clues to further the investigation of interactions between human hosts and parasites and the mechanisms of P. falciparum infection.

摘要

疟原虫的生命周期非常复杂,其中红血细胞阶段涉及到对红血细胞的入侵以及寄生虫在宿主体内的生存和生长。在过去的几十年中,许多研究表明,疟原虫分泌到受感染的红血细胞表面的蛋白质在识别和与宿主受体相互作用中起着关键作用,因此对于疟原虫生命周期的完成是必不可少的。然而,人们对长链非编码 RNA(lncRNA)知之甚少。在这项研究中,我们设计了一个计算管道,从已发表的 RNA-seq 数据中识别新的疟原虫 lncRNA,并分析它们的序列和表达特征。结果发现了 164 个新的 lncRNA。疟原虫 lncRNA 的序列和表达特征与人类和小鼠相似:缺乏序列保守性、低表达水平以及高表达系数方差,并与基因组中附近的编码序列共表达。接下来,构建了疟原虫编码/非编码基因共表达网络,以进一步注释新的和已知的 lncRNA 的功能。总共注释了 69 个 lncRNA 的功能,包括 44 个新的 lncRNA。lncRNA 的主要功能包括代谢过程、生物合成过程、生物过程的调节、定位的建立、分解代谢过程、细胞成分的组织和生物间的相互作用。我们的研究结果将为进一步研究人类宿主与寄生虫之间的相互作用以及疟原虫感染的机制提供线索。

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