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Serum Protein Signatures Using Aptamer-Based Proteomics for Minimal Change Disease and Membranous Nephropathy

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 rel...

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Autores principales: Muruve, Daniel A., Debiec, Hanna, Dillon, Simon T., Gu, Xuesong, Plaisier, Emmanuelle, Can, Handan, Otu, Hasan H., Libermann, Towia A., Ronco, Pierre
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9263421/
https://www.ncbi.nlm.nih.gov/pubmed/35812291
http://dx.doi.org/10.1016/j.ekir.2022.04.006
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author Muruve, Daniel A.
Debiec, Hanna
Dillon, Simon T.
Gu, Xuesong
Plaisier, Emmanuelle
Can, Handan
Otu, Hasan H.
Libermann, Towia A.
Ronco, Pierre
author_facet Muruve, Daniel A.
Debiec, Hanna
Dillon, Simon T.
Gu, Xuesong
Plaisier, Emmanuelle
Can, Handan
Otu, Hasan H.
Libermann, Towia A.
Ronco, Pierre
author_sort Muruve, Daniel A.
collection PubMed
description 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.
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spelling pubmed-92634212022-07-09 Serum Protein Signatures Using Aptamer-Based Proteomics for Minimal Change Disease and Membranous Nephropathy Muruve, Daniel A. Debiec, Hanna Dillon, Simon T. Gu, Xuesong Plaisier, Emmanuelle Can, Handan Otu, Hasan H. Libermann, Towia A. Ronco, Pierre Kidney Int Rep Clinical Research 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. Elsevier 2022-04-14 /pmc/articles/PMC9263421/ /pubmed/35812291 http://dx.doi.org/10.1016/j.ekir.2022.04.006 Text en © 2022 International Society of Nephrology. Published by Elsevier Inc. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Clinical Research
Muruve, Daniel A.
Debiec, Hanna
Dillon, Simon T.
Gu, Xuesong
Plaisier, Emmanuelle
Can, Handan
Otu, Hasan H.
Libermann, Towia A.
Ronco, Pierre
Serum Protein Signatures Using Aptamer-Based Proteomics for Minimal Change Disease and Membranous Nephropathy
title Serum Protein Signatures Using Aptamer-Based Proteomics for Minimal Change Disease and Membranous Nephropathy
title_full Serum Protein Signatures Using Aptamer-Based Proteomics for Minimal Change Disease and Membranous Nephropathy
title_fullStr Serum Protein Signatures Using Aptamer-Based Proteomics for Minimal Change Disease and Membranous Nephropathy
title_full_unstemmed Serum Protein Signatures Using Aptamer-Based Proteomics for Minimal Change Disease and Membranous Nephropathy
title_short Serum Protein Signatures Using Aptamer-Based Proteomics for Minimal Change Disease and Membranous Nephropathy
title_sort serum protein signatures using aptamer-based proteomics for minimal change disease and membranous nephropathy
topic Clinical Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9263421/
https://www.ncbi.nlm.nih.gov/pubmed/35812291
http://dx.doi.org/10.1016/j.ekir.2022.04.006
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