Sridhar Jayavel, Rafi Ziauddin Ahamed
Centre of Excellence in Bioinformatics, School of Biotechnology, Madurai Kamaraj University, Madurai 625021, Tamilnadu, India.
Bioinformation. 2008 Apr 4;2(7):284-95. doi: 10.6026/97320630002284.
One of the key challenges in computational genomics is annotating coding genes and identification of regulatory RNAs in complete genomes. An attempt is made in this study which uses the regulatory RNA locations and their conserved flanking genes identified within the genomic backbone of template genome to search for similar RNA locations in query genomes. The search is based on recently reported coexistence of small RNAs and their conserved flanking genes in related genomes. Based on our study, 54 additional sRNA locations and functions of 96 uncharacterized genes are predicted in two draft genomes viz., Serratia marcesens Db1 and Yersinia enterocolitica 8081. Although most of the identified additional small RNA regions and their corresponding flanking genes are homologous in nature, the proposed anchoring technique could successfully identify four non-homologous small RNA regions in Y. enterocolitica genome also. The KEGG Orthology (KO) based automated functional predictions confirms the predicted functions of 65 flanking genes having defined KO numbers, out of the total 96 predictions made by this method. This coexistence based method shows more sensitivity than controlled vocabularies in locating orthologous gene pairs even in the absence of defined Orthology numbers. All functional predictions made by this study in Y. enterocolitica 8081 were confirmed by the recently published complete genome sequence and annotations. This study also reports the possible regions of gene rearrangements in these two genomes and further characterization of such RNA regions could shed more light on their possible role in genome evolution.
计算基因组学的关键挑战之一是在完整基因组中注释编码基因和识别调控RNA。本研究进行了一次尝试,利用模板基因组的基因组骨架中确定的调控RNA位置及其保守侧翼基因,在查询基因组中搜索相似的RNA位置。该搜索基于最近报道的相关基因组中小RNA及其保守侧翼基因的共存情况。基于我们的研究,在两个草图基因组,即粘质沙雷氏菌Db1和小肠结肠炎耶尔森氏菌8081中,预测了54个额外的sRNA位置和96个未表征基因的功能。虽然大多数鉴定出的额外小RNA区域及其相应的侧翼基因本质上是同源的,但所提出的锚定技术也能成功地在小肠结肠炎耶尔森氏菌基因组中识别出四个非同源小RNA区域。基于京都基因与基因组百科全书(KEGG)直系同源(KO)的自动功能预测,证实了该方法做出的总共96个预测中,65个具有确定KO编号的侧翼基因的预测功能。这种基于共存的方法在定位直系同源基因对时,即使在没有确定的直系同源编号的情况下,也比受控词汇表显示出更高的灵敏度。本研究在小肠结肠炎耶尔森氏菌8081中做出的所有功能预测都得到了最近发表的完整基因组序列和注释的证实。本研究还报告了这两个基因组中可能的基因重排区域,对这些RNA区域的进一步表征可能会更清楚地揭示它们在基因组进化中的可能作用。