Macromolecular modeling and design in Rosetta: recent methods and frameworks

JK Leman, BD Weitzner, SM Lewis, J Adolf-Bryfogle… - Nature …, 2020 - nature.com
The Rosetta software for macromolecular modeling, docking and design is extensively used
in laboratories worldwide. During two decades of development by a community of …

An introduction to B‐cell epitope map** and in silico epitope prediction

L Potocnakova, M Bhide… - Journal of immunology …, 2016 - Wiley Online Library
Identification of B‐cell epitopes is a fundamental step for development of epitope‐based
vaccines, therapeutic antibodies, and diagnostic tools. Epitope‐based antibodies are …

Harnessing protein folding neural networks for peptide–protein docking

T Tsaban, JK Varga, O Avraham, Z Ben-Aharon… - Nature …, 2022 - nature.com
Highly accurate protein structure predictions by deep neural networks such as AlphaFold2
and RoseTTAFold have tremendous impact on structural biology and beyond. Here, we …

Engineered ACE2 receptor traps potently neutralize SARS-CoV-2

A Glasgow, J Glasgow, D Limonta… - Proceedings of the …, 2020 - National Acad Sciences
An essential mechanism for severe acute respiratory syndrome coronavirus 1 (SARS-CoV-
1) and severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection begins with …

The Rosetta all-atom energy function for macromolecular modeling and design

RF Alford, A Leaver-Fay, JR Jeliazkov… - Journal of chemical …, 2017 - ACS Publications
Over the past decade, the Rosetta biomolecular modeling suite has informed diverse
biological questions and engineering challenges ranging from interpretation of low …

Germline-encoded amino acid–binding motifs drive immunodominant public antibody responses

EL Shrock, RT Timms, T Kula, EL Mena, AP West Jr… - Science, 2023 - science.org
Despite the vast diversity of the antibody repertoire, infected individuals often mount
antibody responses to precisely the same epitopes within antigens. The immunological …

Comparative ACE2 variation and primate COVID-19 risk

AD Melin, MC Janiak, F Marrone III, PS Arora… - Communications …, 2020 - nature.com
The emergence of SARS-CoV-2 has caused over a million human deaths and massive
global disruption. The viral infection may also represent a threat to our closest living …

Sequence co-evolution gives 3D contacts and structures of protein complexes

TA Hopf, CPI Schärfe, JP Rodrigues, AG Green… - elife, 2014 - elifesciences.org
Protein–protein interactions are fundamental to many biological processes. Experimental
screens have identified tens of thousands of interactions, and structural biology has …

Stability Oracle: a structure-based graph-transformer framework for identifying stabilizing mutations

DJ Diaz, C Gong, J Ouyang-Zhang, JM Loy… - Nature …, 2024 - nature.com
Engineering stabilized proteins is a fundamental challenge in the development of industrial
and pharmaceutical biotechnologies. We present Stability Oracle: a structure-based graph …

Protein structure prediction and analysis using the Robetta server

DE Kim, D Chivian, D Baker - Nucleic acids research, 2004 - academic.oup.com
Abstract The Robetta server (http://robetta. bakerlab. org) provides automated tools for
protein structure prediction and analysis. For structure prediction, sequences submitted to …