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Serum Protein Signatures Using Aptamer-Based Proteomics for Minimal Change Disease and Membranous Nephropathy
Daniel A Muruve1, Hanna Debiec2, Simon T Dillon3
1Department of Medicine, Snyder Institute for Chronic Diseases, University of Calgary, Calgary, Alberta, Canada.
Introduction:
Minimal change disease (MCD) and membranous nephropathy (MN) are glomerular diseases (glomerulonephritis [GN]) that present with the nephrotic syndrome. Although circulating PLA2R antibodies have been validated as a biomarker for MN, the diagnosis of MCD and PLA2R-negative MN still relies on the results of kidney biopsy or empirical corticosteroids in children. We aimed to identify serum protein biomarker signatures associated with MCD and MN pathogenesis using aptamer-based proteomics.
Methods:
Quantitative SOMAscan proteomics was applied to the serum of adult patients with MCD (n = 15) and MN (n = 37) and healthy controls (n = 20). Associations between the 1305 proteins detected with SOMAscan were assessed using multiple statistical tests, expression pattern analysis, and systems biology analysis.
Results:
A total of 208 and 244 proteins were identified that differentiated MCD and MN, respectively, with high statistical significance from the healthy controls (Benjamin-Hochberg [BH] P < 0.0001). There were 157 proteins that discriminated MN from MCD (BH P < 0.05). In MCD, 65 proteins were differentially expressed as compared with MN and healthy controls. When compared with MCD and healthy controls, 44 discriminatory proteins were specifically linked to MN. Systems biology analysis of these signatures identified cell death and inflammation as key pathways differentiating MN from MCD and healthy controls. Dysregulation of fatty acid metabolism pathways was confirmed in both MN and MCD as compared with the healthy subjects.
Conclusion:
SOMAscan represents a promising proteomic platform for biomarker development in GN. Validation of a greater number of discovery biomarkers in larger patient cohorts is needed before these data can be translated for clinical care.
Insights
This study used aptamer-based proteomics to identify serum protein biomarkers for minimal change disease (MCD) and membranous nephropathy (MN). Distinct protein signatures were found, highlighting cell death, inflammation, and fatty acid metabolism pathways.
Area of Science:
- Nephrology
- Proteomics
- Biomarker Discovery
Background:
- Minimal change disease (MCD) and membranous nephropathy (MN) are glomerular diseases causing nephrotic syndrome.
- Diagnosis often requires kidney biopsy, especially for MCD and PLA2R-negative MN.
- There's a need for non-invasive biomarkers for these conditions.
Purpose of the Study:
- To identify serum protein biomarker signatures for MCD and MN pathogenesis.
- To differentiate MCD and MN using proteomic analysis.
- To explore underlying molecular pathways in these glomerular diseases.
Main Methods:
- Quantitative SOMAscan proteomics was performed on serum from adult patients with MCD (n=15), MN (n=37), and healthy controls (n=20).
- Statistical tests, expression pattern analysis, and systems biology analysis were used to assess 1305 detected proteins.
- Differential protein expression was analyzed between patient groups and controls.
Main Results:
- 208 proteins differentiated MCD and 244 proteins differentiated MN from healthy controls (BH P < 0.0001).
- 157 proteins distinguished MN from MCD (BH P < 0.05), with 44 specific to MN.
- Systems biology revealed cell death and inflammation pathways differentiating MN from MCD and controls; fatty acid metabolism was dysregulated in both diseases.
Conclusions:
- SOMAscan proteomics is a promising platform for biomarker development in glomerulonephritis (GN).
- Distinct protein signatures and pathway dysregulations are associated with MCD and MN.
- Further validation in larger cohorts is necessary for clinical translation.
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