DMS Screening Data: Parsed Read Data for Function Assays at 37°C

Francois D. Rouleau provides parsed read data in long format from a deep mutational scanning (DMS) screening experiment. The dataset, hosted on figshare, contains results from a function assay conducted at 37°C for all fragments across all strains, presented in codon format. It is a 4.9 MB CSV file last updated in May 2026.

Use Cases

• Analyze mutational fitness effects based on codon-level read data.
• Compare functional assay outcomes across different strains.
• Train models to predict variant impact from DMS screening data.

Strengths

• Data is structured in a long format, which is suitable for statistical analysis.
• The dataset is openly licensed under CC-BY-4.0.
• The file size of 4.9 MB indicates a manageable download and processing scale.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment for large-scale modeling.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

Francois D. Rouleau

Collection Method

Likely generated from a deep mutational scanning (DMS) screening experiment.

Freshness

Last updated 2026-05-27 17:44:13; freshness should be verified.