Rosace: a robust deep mutational scanning analysis framework employing position and mean-variance shrinkage

J Rao, R Xin, C Macdonald, MK Howard, GO Estevam… - Genome Biology, 2024 - Springer
Deep mutational scanning (DMS) measures the effects of thousands of genetic variants in a
protein simultaneously. The small sample size renders classical statistical methods …

[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 …

Deep indel mutagenesis reveals the impact of amino acid insertions and deletions on protein stability and function

M Topolska, A Beltran, B Lehner - bioRxiv, 2023 - biorxiv.org
Amino acid insertions and deletions (indels) are an abundant class of genetic variants.
However, compared to substitutions, the effects of indels on protein stability are not well …

[HTML][HTML] Targeted mutagenesis of negatively charged amino acids outlining the substrate translocation path within the human organic cation transporter 3

KEM Redeker, S Schröder, C Dücker… - Biochemical …, 2024 - Elsevier
Recently published cryo-EM structures of human organic cation transporters of the SLC22
family revealed seven, sequentially arranged glutamic and aspartic acid residues, which …

Large language models for biological prediction and design

A Kollasch - 2024 - dash.harvard.edu
Predicting the functional impact of changes to biological sequences is a central challenge in
genetics and biology. Beyond genetics, sequence-to-function mapping has key applications …

[HTML][HTML] Molecular basis of proton-sensing by G protein-coupled receptors

MK Howard, N Hoppe, XP Huang, CB Macdonald… - bioRxiv, 2024 - ncbi.nlm.nih.gov
Three proton-sensing G protein-coupled receptors (GPCRs), GPR4, GPR65, and GPR68,
respond to changes in extracellular pH to regulate diverse physiology and are implicated in …