DMS Screening Data for Function Assay in Permissive Condition

Parsed read data in long format from a deep mutational scanning (DMS) screening experiment conducted at 20 °C. The dataset, created by Francois D. Rouleau and last updated on 2026-05-27, is 6.5 MB in size and is available in CSV format under a CC-BY-4.0 license.

Use Cases

• Analyzing mutation effects on protein function based on screening data from permissive conditions.
• Training models to predict variant fitness from codon-format read counts.
• Comparing genetic interaction patterns across different strains based on fragment-level screening data.

Strengths

• Data is provided in a structured, long-format CSV file.
• The dataset is openly available under a permissive CC-BY-4.0 license.
• The description specifies the experimental condition (20 °C) and data format (codon format).

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 via figshare

Collection Method

Parsed read data from a deep mutational scanning (DMS) function assay.

Freshness

Last updated 2026-05-27 17:44:12; freshness should be verified.