Fruit Fly Embryo Patterning Data for Information Theory Analysis

Data supports an analysis of accessible information in multi-tiered gene expression networks, using the patterning along the major body axis of the fruit fly embryo as an empirical example. The dataset was authored by Mikhail Tikhonov and published under a CC0 license in June 2020.

Use Cases

• Analyze the relationship between morphogen input and accessible positional information in developmental systems.
• Model the impact of gene expression noise on information extraction in multi-tiered network architectures.
• Empirically validate information-theoretic characterizations of biological signaling using fruit fly embryo patterning observations.

Strengths

• Dataset is associated with a peer-reviewed scientific publication on information theory in biological systems.
• Empirical component includes observations from the well-studied fruit fly embryo model system.
• Released under a permissive CC0 public domain license for unrestricted use.

Limitations

• The specific data format, size, and structure (rows, columns) are not described.
• The empirical observations are likely limited to the specific context of fruit fly embryo patterning.
• Data was last updated in mid-2020 and may not reflect the most recent research.

Provenance

Source

Dryad digital repository.

Collection Method

Generated from the research and analysis for the associated scientific publication.

Freshness

Last updated 2020-06-24.