[HTML][HTML] The chemistry of snake venom and its medicinal potential

AL Oliveira, MF Viegas, SL da Silva… - Nature Reviews …, 2022 - nature.com
The fascination and fear of snakes dates back to time immemorial, with the first scientific
treatise on snakebite envenoming, the Brooklyn Medical Papyrus, dating from ancient Egypt …

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 …

Antigen-specific antibody design and optimization with diffusion-based generative models for protein structures

S Luo, Y Su, X Peng, S Wang… - Advances in Neural …, 2022 - proceedings.neurips.cc
Antibodies are immune system proteins that protect the host by binding to specific antigens
such as viruses and bacteria. The binding between antibodies and antigens is mainly …

Deep-learning-enabled protein–protein interaction analysis for prediction of SARS-CoV-2 infectivity and variant evolution

G Wang, X Liu, K Wang, Y Gao, G Li… - Nature Medicine, 2023 - nature.com
Host–pathogen interactions and pathogen evolution are underpinned by protein–protein
interactions between viral and host proteins. An understanding of how viral variants affect …

ChAdOx1 interacts with CAR and PF4 with implications for thrombosis with thrombocytopenia syndrome

AT Baker, RJ Boyd, D Sarkar, A Teijeira-Crespo… - Science …, 2021 - science.org
Vaccines derived from chimpanzee adenovirus Y25 (ChAdOx1), human adenovirus type 26
(HAdV-D26), and human adenovirus type 5 (HAdV-C5) are critical in combatting the severe …

Distinct genetic pathways define pre-malignant versus compensatory clonal hematopoiesis in Shwachman-Diamond syndrome

AL Kennedy, KC Myers, J Bowman, CJ Gibson… - Nature …, 2021 - nature.com
To understand the mechanisms that mediate germline genetic leukemia predisposition, we
studied the inherited ribosomopathy Shwachman-Diamond syndrome (SDS), a bone …

SKEMPI 2.0: an updated benchmark of changes in protein–protein binding energy, kinetics and thermodynamics upon mutation

J Jankauskaitė, B Jiménez-García, J Dapkūnas… - …, 2019 - academic.oup.com
Motivation Understanding the relationship between the sequence, structure, binding energy,
binding kinetics and binding thermodynamics of protein–protein interactions is crucial to …

Advances in molecular dynamics simulations and enhanced sampling methods for the study of protein systems

R Lazim, D Suh, S Choi - International journal of molecular sciences, 2020 - mdpi.com
Molecular dynamics (MD) simulation is a rigorous theoretical tool that when used efficiently
could provide reliable answers to questions pertaining to the structure-function relationship …

Machine-directed evolution of an imine reductase for activity and stereoselectivity

EJ Ma, E Siirola, C Moore, A Kummer, M Stoeckli… - ACS …, 2021 - ACS Publications
Biocatalysis is an effective tool to access chiral molecules that are otherwise hard to
synthesize or purify. Time-efficient processes are needed to develop enzymes that …

Theory-guided machine learning finds geometric structure-property relationships for chemisorption on subsurface alloys

JA Esterhuizen, BR Goldsmith, S Linic - Chem, 2020 - cell.com
Developing physically transparent and quantitatively accurate models that relate the
chemical interaction (chemisorption strength) between an adsorbate and a solid surface to …