Toggle Triad Network Parameter Distributions Across 14 Functions

A dataset from 2026 by Debomita Chakraborty containing the percentage distribution of parameter sets that produce specific functions in synthetic gene circuits. It includes 8,813 parameter sets for a toggle triad network and 6,951 sets for an equivalent circuit, mapped across 14 distinct functions.

Use Cases

• Analyze the robustness of gene circuit designs based on the distribution of functional parameter sets.
• Compare network topologies based on the percentage of parameter space yielding specific functions.
• Identify common functional outputs in synthetic biology networks based on enumerated parameter sets.

Strengths

• Explicitly states total parameter set counts: 8,813 for the toggle triad and 6,951 for its equivalent circuit.
• Data is structured to show percentage distribution across 14 distinct functions.
• Released under a permissive CC-BY-4.0 license for reuse.

Limitations

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

Provenance

Source

Debomita Chakraborty via figshare

Freshness

Last updated 2026-05-28 17:42:08.