Cargando…
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...
Autores principales: | , , , , , , , , |
---|---|
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 |
_version_ | 1784742733294862336 |
---|---|
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. |
format | Online Article Text |
id | pubmed-9263421 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT muruvedaniela serumproteinsignaturesusingaptamerbasedproteomicsforminimalchangediseaseandmembranousnephropathy AT debiechanna serumproteinsignaturesusingaptamerbasedproteomicsforminimalchangediseaseandmembranousnephropathy AT dillonsimont serumproteinsignaturesusingaptamerbasedproteomicsforminimalchangediseaseandmembranousnephropathy AT guxuesong serumproteinsignaturesusingaptamerbasedproteomicsforminimalchangediseaseandmembranousnephropathy AT plaisieremmanuelle serumproteinsignaturesusingaptamerbasedproteomicsforminimalchangediseaseandmembranousnephropathy AT canhandan serumproteinsignaturesusingaptamerbasedproteomicsforminimalchangediseaseandmembranousnephropathy AT otuhasanh serumproteinsignaturesusingaptamerbasedproteomicsforminimalchangediseaseandmembranousnephropathy AT libermanntowiaa serumproteinsignaturesusingaptamerbasedproteomicsforminimalchangediseaseandmembranousnephropathy AT roncopierre serumproteinsignaturesusingaptamerbasedproteomicsforminimalchangediseaseandmembranousnephropathy |