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Published on: May 2, 2025
Integrative bioinformatics analysis of proteins associated with the cardiorenal syndrome
Irmgard Mühlberger1, Konrad Moenks, Andreas Bernthaler
1Emergentec Biodevelopment GmbH, Gersthofer Strasse 29-31, 1180 Vienna, Austria.
Insights
Cardiorenal syndrome links kidney and heart disease. Researchers identified 280 molecular factors, revealing key pathways like endothelin and VEGF signaling, offering potential new therapeutic targets for cardiorenal disease.
Area of Science:
- Cardiovascular Medicine
- Nephrology
- Molecular Biology
- Systems Biology
Background:
- Cardiorenal syndrome is the co-occurrence of kidney and cardiovascular diseases.
- Cardiovascular events are the leading cause of mortality in patients with chronic kidney disease.
- Molecular analyses reveal cross-talk between cardiovascular and kidney disease pathologies.
Purpose of the Study:
- To comprehensively identify molecular factors involved in the cardiorenal syndrome.
- To analyze molecular processes and pathways underlying the bidirectional interplay between kidney and cardiovascular systems.
- To uncover potential novel therapeutic targets for cardiorenal syndrome.
Main Methods:
- Systematic literature mining for molecular features associated with cardiorenal syndrome.
- Identification of 280 unique genes/proteins.
- Analysis of molecular processes and pathways using protein interaction networks.
- Integrated analysis of identified features.
Main Results:
- Identified 280 unique genes/proteins implicated in cardiorenal syndrome.
- Found well-established renin-angiotensin system features and numerous signal transduction/cell communication proteins.
- Discovered a protein interaction network involving hemodynamic mediators.
- Highlighted involvement of endothelin and VEGF signaling pathways.
Conclusions:
- The study identified a comprehensive set of molecular features contributing to cardiorenal syndrome.
- Protein interaction network analysis revealed key pathways like endothelin and VEGF signaling.
- Several identified molecular features represent potential novel therapeutic targets for cardiorenal syndrome.
Abstract:
The cardiorenal syndrome refers to the coexistence of kidney and cardiovascular disease, where cardiovascular events are the most common cause of death in patients with chronic kidney disease. Both, cardiovascular as well as kidney diseases have been extensively analyzed on a molecular level, resulting in molecular features and associated processes indicating a cross-talk of the two disease etiologies on a pathophysiological level. In order to gain a comprehensive picture of molecular factors contributing to the bidirectional interplay between kidney and cardiovascular system, we mined the scientific literature for molecular features reported as associated with the cardiorenal syndrome, resulting in 280 unique genes/proteins. These features were then analyzed on the level of molecular processes and pathways utilizing various types of protein interaction networks. Next to well established molecular features associated with the renin-angiotensin system numerous proteins involved in signal transduction and cell communication were found, involving specific molecular functions covering receptor binding with natriuretic peptide receptor and ligands as well known example. An integrated analysis of identified features pinpointed a protein interaction network involving mediators of hemodynamic change and an accumulation of features associated with the endothelin and VEGF signaling pathway. Some of these features may function as novel therapeutic targets.
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