A Mathematical Analysis of RNA Structural Motifs in Viruses

被引:4
|
作者
Churkin, Alexander [1 ]
Totzeck, Franziska [2 ]
Zakh, Rami [3 ]
Parr, Marina [2 ]
Tuller, Tamir [4 ]
Frishman, Dmitrij [2 ]
Barash, Danny [3 ]
机构
[1] Sami Shamoon Coll Engn, Dept Software Engn, IL-8410501 Beer Sheva, Israel
[2] Tech Univ Munich, Wissensch Zentrum Weihenstephan, Dept Bioinformat, Maximus von Imhof Forum 3, D-85354 Freising Weihenstephan, Germany
[3] Ben Gurion Univ Negev, Dept Comp Sci, IL-8410501 Beer Sheva, Israel
[4] Tel Aviv Univ, Dept Biomed Engn, IL-6997801 Tel Aviv, Israel
关键词
RNA graph representation; Laplacian eigenvalues; topological indices; folding energy; mutational robustness;
D O I
10.3390/math9060585
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
RNA stem-loop structures play an important role in almost every step of the viral replication cycle. In this contribution, a mathematical analysis is performed on a large dataset of RNA secondary structure elements in the coding regions of viruses by using topological indices that capture the Laplacian eigenvalues of the associated RNA graph representations and thereby enable structural classification, supplemented by folding energy and mutational robustness. The application of such an analysis for viral RNA structural motifs is described, being able to extract structural categories such as stem-loop structures of different sizes according to the tree-graph representation of the RNA structure, in our attempt to find novel functional motifs. While the analysis is carried on a large dataset of viral RNA structures, it can be applied more generally to other data that involve RNA secondary structures in biological agents.
引用
收藏
页码:1 / 14
页数:13
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