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Updated: May 24, 2026

Isolation and Profiling of Human Primary Mesenteric Arterial Endothelial Cells at the Transcriptome Level
Published on: March 14, 2022
Gene expression profiling of peripheral blood mononuclear cells in the setting of peripheral arterial disease
Rizwan Masud1, Khader Shameer1, Aparna Dhar1
1Division of Cardiovascular Diseases, Mayo Clinic, Rochester MN 55905, USA.
Insights
Peripheral arterial disease (PAD) involves altered gene expression in monocytes. Upregulated genes relate to inflammation and clotting, while downregulated genes affect gene regulation, offering insights into PAD.
Area of Science:
- Cardiovascular Biology
- Molecular Medicine
- Genomics
Background:
- Peripheral arterial disease (PAD) is a common complication of atherosclerosis, affecting leg arteries.
- Circulating monocytes can indicate vascular pathology in PAD patients.
- Gene expression analysis of peripheral blood mononuclear cells (PBMC) can identify disease-specific molecular changes.
Purpose of the Study:
- To identify differentially regulated genes in PBMCs from PAD patients compared to controls.
- To understand the molecular mechanisms underlying PAD pathophysiology through gene expression profiling.
Main Methods:
- Gene expression analysis using microarray (Affymetrix HG-U133 plus 2.0).
- Comparison of PBMCs from 19 PAD patients (ABI ≤0.9) and 18 controls (ABI > 1.0).
- Bioinformatic analysis including enrichment and network analysis (GO, KEGG, Reactome, IPA).
Main Results:
- Identified 87 differentially expressed genes in PAD patients (40 upregulated, 47 downregulated).
- Upregulated genes are involved in immune response, inflammation, apoptosis, and platelet activation.
- Downregulated genes include zinc finger family genes crucial for transcriptional regulation.
Conclusions:
- Gene expression profiling reveals key molecular pathways in PAD pathophysiology.
- Upregulated genes highlight inflammatory and thrombotic processes.
- Downregulated genes suggest altered transcriptional control in PAD.
Background:
Peripheral arterial disease (PAD) is a relatively common manifestation of systemic atherosclerosis that leads to progressive narrowing of the lumen of leg arteries. Circulating monocytes are in contact with the arterial wall and can serve as reporters of vascular pathology in the setting of PAD. We performed gene expression analysis of peripheral blood mononuclear cells (PBMC) in patients with PAD and controls without PAD to identify differentially regulated genes.
Methods:
PAD was defined as an ankle brachial index (ABI) ≤0.9 (n = 19) while age and gender matched controls had an ABI > 1.0 (n = 18). Microarray analysis was performed using Affymetrix HG-U133 plus 2.0 gene chips and analyzed using GeneSpring GX 11.0. Gene expression data was normalized using Robust Multichip Analysis (RMA) normalization method, differential expression was defined as a fold change ≥1.5, followed by unpaired Mann-Whitney test (P < 0.05) and correction for multiple testing by Benjamini and Hochberg False Discovery Rate. Meta-analysis of differentially expressed genes was performed using an integrated bioinformatics pipeline with tools for enrichment analysis using Gene Ontology (GO) terms, pathway analysis using Kyoto Encyclopedia of Genes and Genomes (KEGG), molecular event enrichment using Reactome annotations and network analysis using Ingenuity Pathway Analysis suite. Extensive biocuration was also performed to understand the functional context of genes.
Results:
We identified 87 genes differentially expressed in the setting of PAD; 40 genes were upregulated and 47 genes were downregulated. We employed an integrated bioinformatics pipeline coupled with literature curation to characterize the functional coherence of differentially regulated genes.
Conclusion:
Notably, upregulated genes mediate immune response, inflammation, apoptosis, stress response, phosphorylation, hemostasis, platelet activation and platelet aggregation. Downregulated genes included several genes from the zinc finger family that are involved in transcriptional regulation. These results provide insights into molecular mechanisms relevant to the pathophysiology of PAD.
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