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Updated: Oct 24, 2025

Comparative Proteomic Analysis of Whole Kidney, Medulla, and Cortical Tubules in Diabetic Pathogenesis of Kidney Injury in Mice
Published on: May 2, 2025
Deciphering key genes in cardio-renal syndrome using network analysis.
Mohd Murshad Ahmed1, Safia Tazyeen1, Aftab Alam1
1Centre for Interdisciplinary Research in Basic Sciences, Jamia Millia Islamia, New Delhi-110025, India.
Cardio-renal syndrome (CRS) involves linked heart and kidney damage. This study identifies 12 key genes as potential biomarkers for earlier diagnosis and better management of CRS.
Area of Science:
- Biomedical research
- Genetics
- Cardiology
- Nephrology
Background:
- Cardio-renal syndrome (CRS) is a complex condition where heart and kidney dysfunction are interconnected.
- Early diagnosis of CRS is crucial for effective clinical management.
- Biological markers are essential for understanding CRS pathophysiology and improving diagnostic accuracy.
Purpose of the Study:
- To identify novel target genes and pathways associated with Cardio-renal Syndrome (CRS).
- To discover potential biomarkers for the early diagnosis and improved management of CRS.
Main Methods:
- Extraction of 119 CRS-related genes from existing literature.
- Construction of a protein-protein interaction network (PPIN) using the extracted genes.
- Identification of key gene modules using the MCODE tool.
- Analysis of 12 essential genes within the most significant modules.
Main Results:
- Identification of 12 essential genes implicated in CRS pathophysiology.
- Functional enrichment analysis revealed these genes are rich in protease binding and endo-peptidase inhibitor activity.
- These genes represent potential novel biomarkers for CRS.
Conclusions:
- The identified 12 genes offer new insights into the molecular mechanisms of CRS.
- These biomarkers can aid in the early diagnosis and enhance the clinical management of Cardio-renal Syndrome.
- Further research into these genes may improve patient outcomes for CRS.
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