Scalable functional assays for the interpretation of human genetic variation
Scalable sequence–function studies have enabled the systematic analysis and cataloging of
hundreds of thousands of coding and noncoding genetic variants in the human genome …
hundreds of thousands of coding and noncoding genetic variants in the human genome …
Massively parallel assays and quantitative sequence–function relationships
Over the last decade, a rich variety of massively parallel assays have revolutionized our
understanding of how biological sequences encode quantitative molecular phenotypes …
understanding of how biological sequences encode quantitative molecular phenotypes …
De novo design of a fluorescence-activating β-barrel
The regular arrangements of β-strands around a central axis in β-barrels and of α-helices in
coiled coils contrast with the irregular tertiary structures of most globular proteins, and have …
coiled coils contrast with the irregular tertiary structures of most globular proteins, and have …
Multiplex assessment of protein variant abundance by massively parallel sequencing
Determining the pathogenicity of genetic variants is a critical challenge, and functional
assessment is often the only option. Experimentally characterizing millions of possible …
assessment is often the only option. Experimentally characterizing millions of possible …
Variant interpretation: functional assays to the rescue
Classical genetic approaches for interpreting variants, such as case-control or co-
segregation studies, require finding many individuals with each variant. Because the …
segregation studies, require finding many individuals with each variant. Because the …
MaveDB: an open-source platform to distribute and interpret data from multiplexed assays of variant effect
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 …
parallel reporter assays, test thousands of sequence variants in a single experiment. Despite …
DIMPLE: deep insertion, deletion, and missense mutation libraries for exploring protein variation in evolution, disease, and biology
Insertions and deletions (indels) enable evolution and cause disease. Due to technical
challenges, indels are left out of most mutational scans, limiting our understanding of them in …
challenges, indels are left out of most mutational scans, limiting our understanding of them in …
Structural and mechanistic basis for translation inhibition by macrolide and ketolide antibiotics
Macrolides and ketolides comprise a family of clinically important antibiotics that inhibit
protein synthesis by binding within the exit tunnel of the bacterial ribosome. While these …
protein synthesis by binding within the exit tunnel of the bacterial ribosome. While these …
Neural networks to learn protein sequence–function relationships from deep mutational scanning data
The map** from protein sequence to function is highly complex, making it challenging to
predict how sequence changes will affect a protein's behavior and properties. We present a …
predict how sequence changes will affect a protein's behavior and properties. We present a …
A saturation mutagenesis approach to understanding PTEN lipid phosphatase activity and genotype-phenotype relationships
Phosphatase and tensin homolog (PTEN) is a tumor suppressor frequently mutated in
diverse cancers. Germline PTEN mutations are also associated with a range of clinical …
diverse cancers. Germline PTEN mutations are also associated with a range of clinical …