Skip to content

RNA Structure and Its Function.

2026 · Methods in molecular biology · Vol 3037, pp. 185-214 · 0 citations
Medicine

TL;DR

Current gold-standard RNA structure prediction approaches and cutting-edge ML methods that can contribute to inferring RNA functions are introduced, and software protocols for generating RNA family sequences using a novel methodology called RfamGen are introduced, enabling readers to explore how cutting-edge ML can be leveraged for not only structure prediction but also the design of artificial RNA sequences to engineer novel RNA functions.

View source

Similar papers

#protein folding Open access Sep 2026

Computational modeling of an RNA-peptide world

It is hypothesize that the RNA world was, actually, an ‘RNA-peptide world’, in which, from the earliest stages of evolution, evolving RNA molecules interacted with short random peptides synthesized in a non-templated manner, which could drive the evolution of diverse RNA structures and activities, and eventually, of th...

Harutyun Sahakyan, Y. Wolf, E. Koonin · 0 citations
#protein folding Review Open access Sep 2026

RNA engineering approaches to aid high-resolution structure determination of medium- to large-sized RNAs.

High-resolution structure determination of RNA remains a major challenge due to its conformational flexibility, intrinsic heterogeneity, and susceptibility to degradation. Although RNA plays central roles in gene regulation, viral replication, and cellular homeostasis, RNA-only structures represent a small fraction of...

Jerricho Tipo, K. Gottipati, Marc C. Morais et al. · 0 citations
#small language model Review Oct 2026

In silico designing of small molecules for targeting RNA: current landscape and future directions

The field’s persistent constraints, including lack of structural data, underdeveloped force fields, unresolved selectivity, and the gap between in silico and cellular activity, are examined, and the advances likely to narrow them are examined.

Akansha Pandit, Elagandhula Sathish, Omprakash Sharma et al. · 0 citations
Review Open access Aug 2026

From RNA design to delivery: Computational strategies for functional RNA therapeutics

RNA therapeutics provide a revolutionary means of treating a variety of diseases by precisely regulating gene expression and protein synthesis, with great medical significance. However, there are three key challenges to its clinical application: the inherent instability of RNA, the need for controlled regulation of RNA...

Yi-Ming Wang, Sheng-Xin Tong, Xin Wang et al. · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.