Climbing Behavior of 60 Day-Old Flies with SOD1 Expression

Experimental data on the climbing distribution of 60 day-old male Drosophila flies expressing human SOD1 proteins in different cell types. The dataset likely contains counts of flies in three height bins within a glass cylinder, comparing expression in motoneurons, glial cells, and dual expression. The data was generated by Rafique Islam and is available via paperswithcode under an Open Access license.

Use Cases

• Compare motor impairment across genetic conditions based on climbing distribution counts.
• Analyze the effect of glial versus neuronal SOD1 expression on climbing ability.
• Validate statistical models of neurodegeneration using the described two-way ANOVA results.

Strengths

• Data is derived from a controlled experiment with a defined age group (60 day-old flies) and sample size (10 flies per assay).
• Statistical analysis was performed using specific software (Prizm) and methods (Two-way ANOVA).
• Includes comparisons between a control group and multiple experimental conditions (A, B, C).

Limitations

• The exact number of rows, columns, and file format are unknown.
• Column-level documentation is absent; field semantics must be inferred after download.
• Last update date is unknown; freshness unverified.

Provenance

Source

paperswithcode

Collection Method

Laboratory experiment involving placing flies in a cylinder, tapping, and counting their distribution in height bins.