From single-sequences to evolutionary trajectories: protein language models capture the evolutionary potential of SARS-CoV-2
Kieran D. Lamb, Joseph Hughes Hughes, Spyros Lytras, Francesca Young et autres
7 citationsNature Communications
Kieran D. Lamb
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8Publications signalées
118Citations signalées
2Affiliations récentes
Institutions déclarées
Domaines associés
Machine Learning in BioinformaticsSARS-CoV-2 and COVID-19 Researchvaccines and immunoinformatics approachesGenomics and Phylogenetic StudiesRNA and protein synthesis mechanisms
Publications récentes
PLM-interact: extending protein language models to predict protein-protein interactions
Dan Liu, Francesca Young, Kieran D. Lamb, Adalberto Claudio Quiros et autres
32 citationsNature Communications
Pathogen genomic surveillance and the AI revolution
Spyros Lytras, Kieran D. Lamb, Jumpei Ito, Joe Grove et autres
17 citationsJournal of Virology
Prediction of virus-host associations using protein language models and multiple instance learning
Dan Liu, Francesca Young, Kieran D. Lamb, David L. Robertson et autres
19 citationsPLoS Computational Biology
PLM-interact: extending protein language models to predict protein-protein interactions
Dan Liu, Francesca Young, Kieran D. Lamb, Adalberto Claudio Quiros et autres
7 citationsbioRxiv (Cold Spring Harbor Laboratory)
From a single sequence to evolutionary trajectories: protein language models capture the evolutionary potential of SARS-CoV-2 protein sequences
Kieran D. Lamb, Joseph Hughes, Spyros Lytras, Francesca Young et autres
10 citationsbioRxiv (Cold Spring Harbor Laboratory)
Mutational signature dynamics indicate SARS-CoV-2’s evolutionary capacity is driven by host antiviral molecules
Kieran D. Lamb, Martha M. Luka, Megan Saathoff, Richard Orton et autres
22 citationsPLoS Computational Biology
SARS-CoV-2’s evolutionary capacity is mostly driven by host antiviral molecules
Kieran D. Lamb, Martha M. Luka, Megan Saathoff, Richard Orton et autres
4 citationsbioRxiv (Cold Spring Harbor Laboratory)
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