Mathematical and computational models of RNA nanoclusters and their applications in data-driven environments

被引:9
作者
Badu, Shyam [1 ]
Melnik, Roderick [1 ,2 ]
Singh, Sundeep [1 ]
机构
[1] Wilfrid Laurier Univ, MS2Discovery Interdisciplinary Res Inst, Waterloo, ON, Canada
[2] BCAM Basque Ctr Appl Math, Bilbao, Spain
关键词
RNA nanoparticles; nanotubes; bionanotechnology; computational modelling; artificial intelligence based methods; STEERED MOLECULAR-DYNAMICS; COARSE-GRAINED MODELS; COLE1 PLASMID REPLICATION; DRUG-DELIVERY; BIOMOLECULAR SIMULATION; EMERGING FIELD; BREAST-CANCER; 3D STRUCTURE; DNA-APTAMER; IN-VIVO;
D O I
10.1080/08927022.2020.1804564
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
Ribonucleic acid (RNA) is a fundamental molecule having several favourable structural properties that can be used for various potential applications in the field of nanotechnology including biomedicine and bioengineering. Here in this review, we describe the computational and mathematical modellings of the RNA nanoclusters, such as the molecular dynamics simulation, coarse-grained modelling and continuum modelling. The RNA nanocubes, nanotubes and nanorings are some of the typical nanosized structures derived from RNA strands, and the details about such nanostructures have also been presented in this review. The RNA nanoprisms made out of the RNA building blocks via self-assembly of the RNA nanotriangles and their potential applications have been described. Furthermore, special attention is given to the earlier developed RNA nanoscaffolds from the RNA building blocks. We also present some recent results to describe the physical behaviour of the RNA nanotubes in different kinds of physiological solutions using molecular dynamics simulations. Finally, the recent applications of these computational models in several areas of medical sciences such as radiotherapy and drug delivery for cancer treatment and construction of RNA nanodevices have been highlighted. Several potential applications of artificial intelligence in this fast-growing field of RNA engineering have also been presented.
引用
收藏
页码:1094 / 1115
页数:22
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