The causes and consequences of genetic interactions (epistasis)

J Domingo, P Baeza-Centurion… - Annual review of …, 2019 - annualreviews.org
The same mutation can have different effects in different individuals. One important reason
for this is that the outcome of a mutation can depend on the genetic context in which it …

RNA structure: advances and assessment of 3D structure prediction

Z Miao, E Westhof - Annual review of biophysics, 2017 - annualreviews.org
Biological functions of RNA molecules are dependent upon sustained specific three-
dimensional (3D) structures of RNA, with or without the help of proteins. Understanding of …

High-resolution de novo structure prediction from primary sequence

R Wu, F Ding, R Wang, R Shen, X Zhang, S Luo, C Su… - BioRxiv, 2022 - biorxiv.org
Recent breakthroughs have used deep learning to exploit evolutionary information in
multiple sequence alignments (MSAs) to accurately predict protein structures. However …

Analyses of non-coding somatic drivers in 2,658 cancer whole genomes

E Rheinbay, MM Nielsen, F Abascal, JA Wala… - Nature, 2020 - nature.com
The discovery of drivers of cancer has traditionally focused on protein-coding genes,,–. Here
we present analyses of driver point mutations and structural variants in non-coding regions …

Deep generative models of genetic variation capture the effects of mutations

AJ Riesselman, JB Ingraham, DS Marks - Nature methods, 2018 - nature.com
The functions of proteins and RNAs are defined by the collective interactions of many
residues, and yet most statistical models of biological sequences consider sites nearly …

FARFAR2: improved de novo rosetta prediction of complex global RNA folds

AM Watkins, R Rangan, R Das - Structure, 2020 - cell.com
Predicting RNA three-dimensional structures from sequence could accelerate
understanding of the growing number of RNA molecules being discovered across biology …

A statistical test for conserved RNA structure shows lack of evidence for structure in lncRNAs

E Rivas, J Clements, SR Eddy - Nature methods, 2017 - nature.com
Many functional RNAs have an evolutionarily conserved secondary structure. Conservation
of RNA base pairing induces pairwise covariations in sequence alignments. We developed …

The EVcouplings Python framework for coevolutionary sequence analysis

TA Hopf, AG Green, B Schubert, S Mersmann… - …, 2019 - academic.oup.com
Coevolutionary sequence analysis has become a commonly used technique for de novo
prediction of the structure and function of proteins, RNA, and protein complexes. We present …

Inferring protein 3D structure from deep mutation scans

NJ Rollins, KP Brock, FJ Poelwijk, MA Stiffler… - Nature …, 2019 - nature.com
We describe an experimental method of three-dimensional (3D) structure determination that
exploits the increasing ease of high-throughput mutational scans. Inspired by the success of …

Determining protein structures using deep mutagenesis

JM Schmiedel, B Lehner - Nature genetics, 2019 - nature.com
Determining the three-dimensional structures of macromolecules is a major goal of
biological research, because of the close relationship between structure and function; …