The design of optimal therapeutic small interfering RNA molecules targeting diverse strains of influenza A virus

被引:13
作者
ElHefnawi, Mahmoud [1 ,2 ,3 ]
Hassan, Nafisa [2 ]
Kamar, Mona [2 ]
Siam, Rania [4 ]
Remoli, Anna Lisa [5 ]
El-Azab, Iman [6 ]
AlAidy, Osama [7 ]
Marsili, Giulia [5 ]
Sgarbanti, Marco [5 ]
机构
[1] Natl Res Ctr, Div Engn Res, Informat & Syst Dept, New Borg El Arab City, Egypt
[2] Yousef Jameel Sci & Technol Res Ctr, New Borg El Arab City, Egypt
[3] E JUST, Dept Comp Sci & Engn, New Borg El Arab City, Egypt
[4] Amer Univ Cairo, Dept Biol, Cairo, Egypt
[5] Ist Super Sanita, Dept Infect Parasit & Immunemediated Dis, I-00161 Rome, Italy
[6] Cairo Univ, Fac Computers & Informat, Dept Informat Technol, Cairo, Egypt
[7] Univ Saskatchewan, Dept Biochem, Saskatoon, SK S7N 0W0, Canada
关键词
RATIONAL SIRNA DESIGN; SITE ACCESSIBILITY; FUNCTIONAL SIRNA; ANTIVIRAL SIRNA; MESSENGER-RNA; SELECTION; SEQUENCES; SOFTWARE; THERMODYNAMICS; IDENTIFICATION;
D O I
10.1093/bioinformatics/btr555
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Methods: Using the genome analysis of the influenza A virus performed previously, we designed and performed a combinatorial exhaustive systematic methodology for optimal design of universal therapeutic small interfering RNA molecules (siRNAs) targeting all diverse influenza A viral strains. The rationale was to integrate the factors for highly efficient design in a pipeline of analysis performed on possible influenza-targeting siRNAs. This analysis selects specific siRNAs that has the ability to target highly conserved, accessible and biologically significant regions. This would require minimal dosage and side effects. Results and Discussion: First, > 6000 possible siRNAs were designed. Successive filtration followed where a novel method for siRNA scoring filtration layers was implemented. This method excluded siRNAs below the 90% experimental inhibition mapped scores using the intersection of 12 different scoring algorithms. Further filtration of siRNAs is done by eliminating those with off-targets in the human genome and those with undesirable properties and selecting siRNA targeting highly probable single-stranded regions. Finally, the optimal properties of the siRNA were ensured through selection of those targeting 100% conserved, biologically functional short motifs. Validation of a predicted active (sh114) and a predicted inactive (sh113) (that was filtered out in Stage 8) silencer of the NS1 gene showed significant inhibition of the NS1 gene for sh114, with negligible decrease for sh113 which failed target accessibility. This demonstrated the fertility of this methodology.
引用
收藏
页码:3364 / 3370
页数:7
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