RNAMotifScanX: a graph alignment approach for RNA structural motif identification

被引:11
作者
Zhong, Cuncong [1 ]
Zhang, Shaojie [1 ]
机构
[1] Univ Cent Florida, Dept Elect Engn & Comp Sci, Orlando, FL 32816 USA
基金
美国国家卫生研究院;
关键词
RNA structural motif; noncanonical base pair; base-stacking interaction; ribosomal RNA; AUTOMATIC IDENTIFICATION; PAIRWISE ALIGNMENT; BUILDING-BLOCKS; RIBOSOMAL-RNAS; 3D MOTIFS; CLASSIFICATION; ISOSTERICITY; SEQUENCE; REPRESENTATION; CONFORMATION;
D O I
10.1261/rna.044891.114
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
RNA structural motifs are recurrent three-dimensional (3D) components found in the RNA architecture. These RNA structural motifs play important structural or functional roles and usually exhibit highly conserved 3D geometries and base-interaction patterns. Analysis of the RNA 3D structures and elucidation of their molecular functions heavily rely on efficient and accurate identification of these motifs. However, efficient RNA structural motif search tools are lacking due to the high complexity of these motifs. In this work, we present RNAMotifScanX, a motif search tool based on a base-interaction graph alignment algorithm. This novel algorithm enables automatic identification of both partially and fully matched motif instances. RNAMotifScanX considers noncanonical base-pairing interactions, base-stacking interactions, and sequence conservation of the motifs, which leads to significantly improved sensitivity and specificity as compared with other state-of-the-art search tools. RNAMotifScanX also adopts a carefully designed branch-and-bound technique, which enables ultra-fast search of large kink-turn motifs against a 23S rRNA.
引用
收藏
页码:333 / 346
页数:14
相关论文
共 47 条
  • [1] lncRNAdb: a reference database for long noncoding RNAs
    Amaral, Paulo P.
    Clark, Michael B.
    Gascoigne, Dennis K.
    Dinger, Marcel E.
    Mattick, John S.
    [J]. NUCLEIC ACIDS RESEARCH, 2011, 39 : D146 - D151
  • [2] Finding 3D motifs in ribosomal RNA structures
    Apostolico, Alberto
    Ciriello, Giovanni
    Guerra, Concettina
    Heitsch, Christine E.
    Hsiao, Chiaolong
    Williams, Loren Dean
    [J]. NUCLEIC ACIDS RESEARCH, 2009, 37 (04)
  • [3] Consensus folding of unaligned RNA sequences revisited
    Bafna, V
    Tang, HX
    Zhang, SJ
    [J]. JOURNAL OF COMPUTATIONAL BIOLOGY, 2006, 13 (02) : 283 - 295
  • [4] Batey RT, 1999, ANGEW CHEM INT EDIT, V38, P2327
  • [5] The Protein Data Bank
    Berman, HM
    Westbrook, J
    Feng, Z
    Gilliland, G
    Bhat, TN
    Weissig, H
    Shindyalov, IN
    Bourne, PE
    [J]. NUCLEIC ACIDS RESEARCH, 2000, 28 (01) : 235 - 242
  • [6] FINDING ALL CLIQUES OF AN UNDIRECTED GRAPH [H]
    BRON, C
    KERBOSCH, J
    [J]. COMMUNICATIONS OF THE ACM, 1973, 16 (09) : 575 - 577
  • [7] Cruz JA, 2011, NAT METHODS, V8, P513, DOI [10.1038/NMETH.1603, 10.1038/nmeth.1603]
  • [8] Automated motif extraction and classification in RNA tertiary structures
    Djelloul, Mahassine
    Denise, Alain
    [J]. RNA, 2008, 14 (12) : 2489 - 2497
  • [9] ARTS: alignment of RNA tertiary structures
    Dror, O
    Nussinov, R
    Wolfson, H
    [J]. BIOINFORMATICS, 2005, 21 : 47 - 53
  • [10] RNA structure comparison, motif search and discovery using a reduced representation of RNA conformational space
    Duarte, CM
    Wadley, LM
    Pyle, AM
    [J]. NUCLEIC ACIDS RESEARCH, 2003, 31 (16) : 4755 - 4761