Clinical Anemia Subtype Mapping to Erythropoiesis Model Parameters

5.5 KB XLS file maps clinical anemia subtypes to predicted steady-state parameter shifts from a minimal mechanistic erythropoiesis model. The dataset, created by Herut Dor, links conditions like aplastic anemia and chronic kidney disease to model outputs such as elevated Epo and reduced erythroid mass. Specific row and column counts are not provided.

Use Cases

• Map clinical anemia subtypes like Aplastic Anemia to model-predicted parameter shifts such as Elevated Epo.
• Analyze relationships between conditions like Chronic Kidney Disease and model features including Impaired Epo Synthesis and Reduced Erythroid Mass.
• Validate the minimal mechanistic model's predictions for Major Anemia Types against clinical subtypes.
• Study parameter correlations for Donor Recovery Cohorts and other tags within the anemia classification framework.

Strengths

• Dataset is licensed under the permissive CC BY 4.0 license.
• Focuses on a specific biomedical modeling domain: mapping clinical anemia to a minimal erythropoiesis model.
• Includes tags for key model and clinical concepts like Elevated Epo, Chronic Kidney Disease, and Aplastic Anemia.

Limitations

• Extremely small scale at 5.5 KB, indicating very limited data volume.
• Lacks fundamental metadata such as row count, column names, and sample data.
• Model-derived data may require specialized domain knowledge in erythropoiesis and anemia pathophysiology for interpretation.

Provenance

Source

figshare, authored by Herut Dor.

Collection Method

Derived from predictions of a minimal mechanistic erythropoiesis model.

Freshness

Last updated March 24, 2026.