MOGT: Predicted High-Risk and Low-Risk Genes for Brain Disorders

A list of genes predicted as high-risk (HRGs) and low-risk (LRGs) for brain disorders by the Multi-omics Graph Transformer Network (MOGT). The dataset was created by Jiafang Li and published on figshare under a CC-BY-4.0 license in May 2026. It is a small dataset with a file size of 8.9 KB.

Use Cases

• Benchmarking gene prediction algorithms based on the MOGT model's output.
• Prioritizing candidate genes for experimental validation in Parkinson's disease research.
• Integrating predicted high-risk genes with drug databases for computational drug repurposing.
• Studying the biological network relationships between genes associated with brain disorders.

Strengths

• Dataset is openly available under a permissive CC-BY-4.0 license.
• The underlying MOGT model is described as outperforming current approaches for five specific diseases.
• A predicted high-risk gene was experimentally validated in a primary neuron model.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• The dataset is very small (8.9 KB), indicating limited scope.

Provenance

Source

figshare

Collection Method

Predictions generated by the Multi-omics Graph Transformer Network (MOGT) model.

Freshness

Last updated 2026-05-29 18:00:12; freshness should be verified.