Daphnia magna Metabolomic Profiles Under Varying Predation Pressure

Metabolomic data from a resurrected natural population of water fleas (Daphnia magna) studied over approximately 16 years. The dataset likely contains measurements of metabolic profiles under different predation pressures, contributed by Chao Zhang of Shandong University. It was sourced from the paperswithcode platform under an Open Access license.

Use Cases

• Modeling the relationship between predation pressure and metabolomic plasticity based on described evolutionary transitions.
• Analyzing the relative contributions of ancestral plasticity and rapid evolution to metabolic changes based on the study's findings.
• Investigating patterns of adaptive evolution in constitutive and plastic metabolic components as described in the research.

Strengths

• Data originates from a natural population studied over an approximately 16-year period.
• Research design includes both constitutive and plastic components of metabolic profiles.
• Dataset is associated with a published scientific study on a specific biological question.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Last update date is unknown; freshness unverified.

Provenance

Source

paperswithcode

Collection Method

Resurrected natural population study.

Time Range

Approximately 16 years (specific dates unknown).