Identification of Disease-Related Genes That Are Common between Alzheimer's and Cardiovascular Disease Using Blood...

Area of Science:

• Genomics
• Neuroscience
• Cardiology

Background:

• Growing evidence suggests shared pathological mechanisms between Alzheimer's disease (AD) and cardiovascular disease (CVD).
• Understanding these commonalities is crucial for developing integrated therapeutic strategies.

Purpose of the Study:

• To identify shared disease-related gene signatures between AD and CVD using blood transcriptome data.
• To uncover common upstream regulatory genes that may underpin the shared pathophysiology of AD and CVD.

Main Methods:

• Genome-wide transcriptome analysis of blood samples.
• Integration of prior biological knowledge including protein-protein interactions, transcription factors, disease-gene databases, and SNPs.
• Construction of gene regulatory networks (GRNs) from AD and CVD disease-related gene (DRG) sets.

Main Results:

• Identification of distinct DRG sets for AD and CVD with high predictive accuracy in gene expression datasets.
• Construction of AD and CVD-specific GRNs.
• Discovery of two common upstream genes, GPBP1 and SETDB2, between the AD and CVD GRNs.

Conclusions:

• The study successfully identified potential AD- and CVD-related genes and common hub genes.
• GPBP1 and SETDB2 represent key common upstream regulators that may elucidate shared mechanisms between AD and CVD.
• These findings provide a foundation for further research into the interconnectedness of these debilitating diseases.