Overlapping genes in natural and engineered genomes

BW Wright, MP Molloy, PR Jaschke - Nature Reviews Genetics, 2022 - nature.com
Modern genome-scale methods that identify new genes, such as proteogenomics and
ribosome profiling, have revealed, to the surprise of many, that overlap in genes, open …

Tranception: protein fitness prediction with autoregressive transformers and inference-time retrieval

P Notin, M Dias, J Frazer… - International …, 2022 - proceedings.mlr.press
The ability to accurately model the fitness landscape of protein sequences is critical to a
wide range of applications, from quantifying the effects of human variants on disease …

Proteingym: Large-scale benchmarks for protein fitness prediction and design

P Notin, A Kollasch, D Ritter… - Advances in …, 2024 - proceedings.neurips.cc
Predicting the effects of mutations in proteins is critical to many applications, from
understanding genetic disease to designing novel proteins to address our most pressing …

A CRISPR-Cas Cure for HIV/AIDS

M Hussein, MA Molina, B Berkhout… - International journal of …, 2023 - mdpi.com
Human immunodeficiency virus (HIV) infections and HIV-induced acquired
immunodeficiency syndrome (AIDS) continue to represent a global health burden. There is …

Proteinnpt: Improving protein property prediction and design with non-parametric transformers

P Notin, R Weitzman, D Marks… - Advances in Neural …, 2023 - proceedings.neurips.cc
Protein design holds immense potential for optimizing naturally occurring proteins, with
broad applications in drug discovery, material design, and sustainability. However …

MaveDB: an open-source platform to distribute and interpret data from multiplexed assays of variant effect

D Esposito, J Weile, J Shendure, LM Starita… - Genome biology, 2019 - Springer
Multiplex assays of variant effect (MAVEs), such as deep mutational scans and massively
parallel reporter assays, test thousands of sequence variants in a single experiment. Despite …

Dynamically evolving novel overlapping gene as a factor in the SARS-CoV-2 pandemic

CW Nelson, Z Ardern, TL Goldberg, C Meng, CH Kuo… - Elife, 2020 - elifesciences.org
Understanding the emergence of novel viruses requires an accurate and comprehensive
annotation of their genomes. Overlapping genes (OLGs) are common in viruses and have …

[HTML][HTML] Proteingym: Large-scale benchmarks for protein design and fitness prediction

P Notin, AW Kollasch, D Ritter, L van Niekerk, S Paul… - bioRxiv, 2023 - ncbi.nlm.nih.gov
Predicting the effects of mutations in proteins is critical to many applications, from
understanding genetic disease to designing novel proteins that can address our most …

Production of HIV-1-based virus-like particles for vaccination: Achievements and limits

L Cervera, F Gòdia, F Tarrés-Freixas… - Applied microbiology …, 2019 - Springer
Over the past years, much knowledge has been gained about the HIV-1 virus structure and
infection cycle. This knowledge has been used to conceive different types of potential …

Enhanced NF-κB activation via HIV-1 Tat-TRAF6 cross-talk

Y Li, X Liu, K Fujinaga, JD Gross, AD Frankel - Science Advances, 2024 - science.org
The Tat proteins of HIV-1 and simian immunodeficiency virus (SIV) are essential for
activating viral transcription. In addition, Tat stimulates nuclear factor κB (NF-κB) signaling …