Genetic and Molecular Analysis of Glymphatic System Dysfunction

This research dataset contains genomic and molecular data from a study investigating the genetic basis of glymphatic system dysfunction. It includes findings from Genomic Structural Equation Modeling and post-GWAS analyses, identifying four genome-wide significant loci and the significant gene TMEM106B. The data integrates AI-powered structural predictions and dynamics simulations to analyze the functional impact of specific TMEM106B mutations.

Use Cases

• Identify genome-wide significant loci associated with glymphatic system dysfunction from Genomic-SEM and post-GWAS results.
• Analyze the functional impact of TMEM106B missense variants (T185I, T185N, T185S) using AI-powered structural prediction and dynamics simulation data.
• Assess glymphatic system dysfunction risk across chromosomes using the provided multigene score.
• Investigate susceptibility gene signaling loci and related component information from transcriptome-wide analyses.

Strengths

• Identifies four genome-wide significant loci and one significant gene (TMEM106B) linked to glymphatic system dysfunction.
• Integrates multiple analysis methods including Genomic-SEM, post-GWAS, transcriptome-wide analysis, and AI-powered structural prediction.
• Provides a first panoramic view of the genetic structure of glymphatic system dysfunction, offering a novel theoretical basis.

Limitations

• The dataset is very small in size (189.1 KB), indicating limited raw data volume and scope.
• The specific data format, column structure, and row count are unknown, complicating direct analysis.
• Findings are based on a specific methodological study and may require validation in independent cohorts.

Provenance

Source

figshare, authored by Qihao Wang.

Collection Method

Data generated using Genomic Structural Equation Modeling, multiple post-Genome-Wide Association Study methods, transcriptome-wide analyses, and AI-powered high-precision structural prediction with protein-model-based dynamics simulation.

Freshness

Last updated on March 24, 2026.