Predicting RNA H-type pseudoknots with the massively parallel genetic algorithm.

B A Shapiro, J C Wu
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引用次数: 44

Abstract

Motivation: Using the genetic algorithm (GA) for RNA folding on a massively parallel supercomputer, MasPar MP-2 with 16,384 processors, we successfully predicted the existence of H-type pseudoknots in several sequences.

Results: The GA is applied to folding the tRNA-like 3' end of turnip yellow mosaic virus (TYMV) RNA sequence with 82 nucleotides, the 3' UTRs of satellite tobacco necrosis virus (STNV)-2 RNA sequence with 619 nucleotides and STNV-I RNA sequence with 622 nucleotides, and the bacteriophage T2, T4 and T6 gene 32 mRNA sequences with 946, 1340 and 946 nucleotides, respectively. The GA's results match the phylogenetically supported tertiary structures of these sequences.

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用大规模并行遗传算法预测RNA h型假结。
研究动机:在拥有16384个处理器的大规模并行超级计算机MasPar MP-2上,利用RNA折叠遗传算法(GA)成功地预测了若干序列中h型伪结的存在。结果:GA可折叠芜菁黄花叶病毒(TYMV) RNA序列trna样3′端(82个核苷酸),卫星烟草坏死病毒(STNV)-2 RNA序列trna样3′端(619个核苷酸)和STNV- 1 RNA序列trna样3′端(622个核苷酸),噬菌体T2、T4和T6基因32 mRNA序列trna样3′端(946、1340和946个核苷酸)。GA的结果与这些序列的系统发育支持的三级结构相匹配。
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A genetic algorithm for multiple molecular sequence alignment. Displaying the information contents of structural RNA alignments: the structure logos. Q-RT-PCR: data analysis software for measurement of gene expression by competitive RT-PCR. SS3D-P2: a three dimensional substructure search program for protein motifs based on secondary structure elements. XDOM, a graphical tool to analyse domain arrangements in any set of protein sequences.
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