RT Journal Article SR Electronic T1 Computational Discovery of Evolutionary Conserved Enterovirus 71 RNA Secondary Structures JF bioRxiv FD Cold Spring Harbor Laboratory SP 495507 DO 10.1101/495507 A1 Nathan Fridlyand A1 Alexander N Lukashev A1 Andrey Chursov A1 Franco M Venanzi A1 Jonathan W Yewdell A1 Albert A Sufianov A1 Alexander Shneider YR 2018 UL http://biorxiv.org/content/early/2018/12/17/495507.abstract AB Viral RNAs store information in their sequence and structure. Little, however is known about the contribution of RNA structure to viral replication and evolution. We previously described RNA ISRAEU to computationally identify structured regions in viral RNA based on evolutionary conservation of predicted structures. Here, we apply RNA GUESS (Generator of Uniformly Evolved Secondary Structures) to better understand enterovirus 71, a highly pathogenic human picornavirus. RNA GUESS identified previously known evolutionarily conserved picornavirus RNA structures, and uniquely predicted RNA structures with significant structural conservation despite the lack of an obvious sequence conservation. One structure consists of a stretch of obligatorily unpaired nucleotides that can potentially interact with RNA-binding proteins and siRNAs. Another, forms a potential RNA switch that can form two alternative structures while the third and fourth constitute hairpin-like structures. These findings provide a launching point for physical and genetic studies regarding the function and structures of these RNA elements.