[HTML][HTML] Learning from prepandemic data to forecast viral escape

NN Thadani, S Gurev, P Notin, N Youssef, NJ Rollins… - Nature, 2023 - nature.com
Effective pandemic preparedness relies on anticipating viral mutations that are able to
evade host immune responses to facilitate vaccine and therapeutic design. However, current …

[HTML][HTML] Jointly modeling deep mutational scans identifies shifted mutational effects among SARS-CoV-2 spike homologs

HK Haddox, JG Galloway, B Dadonaite, JD Bloom… - bioRxiv, 2023 - ncbi.nlm.nih.gov
Deep mutational scanning (DMS) is a high-throughput experimental technique that
measures the effects of thousands of mutations to a protein. These experiments can be …

SHIV-C109p5 NHP induces rapid disease progression in elderly macaques with extensive GI viral replication

D Bose, N Deb Adhikary, P Xiao, KA Rogers… - Journal of …, 2024 - Am Soc Microbiol
ABSTRACT CCR5-tropic simian/human immunodeficiency viruses (SHIV) with clade C
transmitted/founder envelopes represent a critical tool for the investigation of HIV …

popDMS infers mutation effects from deep mutational scanning data

Z Hong, JP Barton - bioRxiv, 2024 - biorxiv.org
Deep mutational scanning (DMS) experiments provide a powerful method to measure the
functional effects of genetic mutations at massive scales. However, the data generated from …

Deep generative models for biology: represent, predict, design

P Notin - 2023 - ora.ox.ac.uk
Deep generative models have revolutionized the field of artificial intelligence, fundamentally
changing how we generate novel objects that imitate or extrapolate from training data, and …

Learning from pre-pandemic data to forecast viral antibody escape

S Gurev - 2023 - dspace.mit.edu
Effective pandemic preparedness relies on anticipating viral mutations that are able to
evade host immune responses in order to facilitate vaccine and therapeutic design …

Association between polymorphisms (rs1800896, rs1800872, rs1800871) in IL-10 gene with human immunodeficiency virus 1-infected patients' susceptibility

H Tai, L Xiao, D Zhou, Y Mi, W Zhang, S Yang - 2020 - researchsquare.com
Background Interleukin-10 (IL-10) is considered to play a role in the human
immunodeficiency virus-1 (HIV-1) infections, and 3 common single nucleotide …