Paired Transcriptomic Analyses of Atheromatous and Control Vessels Reveal Novel Autophagy and Immunoregulatory Genes in Peripheral Artery Disease.
Praveen MachirajuRajesh SrinivasRamaraj KannanRobbie GeorgeStephane HeymansRupak MukhopadhyayArkasubhra GhoshPublished in: Cells (2024)
Peripheral artery disease (PAD), a significant health burden worldwide, affects lower extremities due to atherosclerosis in peripheral vessels. Although the mechanisms of PAD have been well studied, the molecular milieu of the plaques localized within peripheral arteries are not well understood. Thus, to identify PAD-lesion-specific gene expression profiles precluding genetic, environmental, and dietary biases, we studied the transcriptomic profile of nine plaque tissues normalized to non-plaque tissues from the same donors. A total of 296 upregulated genes, 274 downregulated genes, and 186 non-coding RNAs were identified. STAG1, SPCC3, FOXQ1 , and E2F3 were key downregulated genes, and CD93 was the top upregulated gene. Autophagosome assembly, cellular response to UV, cytoskeletal organization, TCR signaling, and phosphatase activity were the key dysregulated pathways identified. Telomerase regulation and autophagy were identified as novel interacting pathways using network analysis. The plaque tissue was predominantly composed of immune cells and dedifferentiated cell populations indicated by cell-specific marker-imputed gene expression analysis. This study identifies novel genes, non-coding RNAs, associated regulatory pathways, and the cell composition of the plaque tissue in PAD patients. The autophagy and immunoregulatory genes may drive novel mechanisms, resulting in atheroma. These novel interacting networks and genes have potential for PAD-specific therapeutic applications.
Keyphrases
- genome wide
- genome wide identification
- single cell
- dna methylation
- copy number
- peripheral artery disease
- transcription factor
- genome wide analysis
- cell death
- coronary artery disease
- gene expression
- network analysis
- oxidative stress
- healthcare
- public health
- cell therapy
- end stage renal disease
- signaling pathway
- endoplasmic reticulum stress
- rna seq
- chronic kidney disease
- cardiovascular disease
- ejection fraction
- mental health
- risk assessment
- patient reported outcomes
- prognostic factors
- dendritic cells
- protein kinase
- single molecule
- stem cells