Scalable functional assays for the interpretation of human genetic variation

D Tabet, V Parikh, P Mali, FP Roth… - Annual Review of …, 2022 - annualreviews.org
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 …

Massively parallel assays and quantitative sequence–function relationships

JB Kinney, DM McCandlish - Annual review of genomics and …, 2019 - annualreviews.org
Over the last decade, a rich variety of massively parallel assays have revolutionized our
understanding of how biological sequences encode quantitative molecular phenotypes …

De novo design of a fluorescence-activating β-barrel

J Dou, AA Vorobieva, W Sheffler, LA Doyle, H Park… - Nature, 2018 - nature.com
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 …

Multiplex assessment of protein variant abundance by massively parallel sequencing

KA Matreyek, LM Starita, JJ Stephany, B Martin… - Nature …, 2018 - nature.com
Determining the pathogenicity of genetic variants is a critical challenge, and functional
assessment is often the only option. Experimentally characterizing millions of possible …

Variant interpretation: functional assays to the rescue

LM Starita, N Ahituv, MJ Dunham, JO Kitzman… - The American Journal of …, 2017 - cell.com
Classical genetic approaches for interpreting variants, such as case-control or co-
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

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 …

DIMPLE: deep insertion, deletion, and missense mutation libraries for exploring protein variation in evolution, disease, and biology

CB Macdonald, D Nedrud, PR Grimes, D Trinidad… - Genome biology, 2023 - Springer
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 …

Structural and mechanistic basis for translation inhibition by macrolide and ketolide antibiotics

B Beckert, EC Leroy, S Sothiselvam, LV Bock… - Nature …, 2021 - nature.com
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 …

Neural networks to learn protein sequence–function relationships from deep mutational scanning data

S Gelman, SA Fahlberg… - Proceedings of the …, 2021 - National Acad Sciences
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 …

A saturation mutagenesis approach to understanding PTEN lipid phosphatase activity and genotype-phenotype relationships

TL Mighell, S Evans-Dutson, BJ O'Roak - The American Journal of Human …, 2018 - cell.com
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 …