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Urinary proteomics links keratan sulfate degradation and lysosomal enzymes to early type 1 diabetes
Diabetes is the leading cause of end-stage renal disease worldwide. Our understanding of the early kidney response to chronic hyperglycemia remains incomplete. To address this, we first investigated the urinary proteomes of otherwise healthy youths with and without type 1 diabetes and subsequently e...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7250451/ https://www.ncbi.nlm.nih.gov/pubmed/32453760 http://dx.doi.org/10.1371/journal.pone.0233639 |
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author | Van, Julie A. D. Clotet-Freixas, Sergi Hauschild, Anne-Christin Batruch, Ihor Jurisica, Igor Elia, Yesmino Mahmud, Farid H. Sochett, Etienne Diamandis, Eleftherios P. Scholey, James W. Konvalinka, Ana |
author_facet | Van, Julie A. D. Clotet-Freixas, Sergi Hauschild, Anne-Christin Batruch, Ihor Jurisica, Igor Elia, Yesmino Mahmud, Farid H. Sochett, Etienne Diamandis, Eleftherios P. Scholey, James W. Konvalinka, Ana |
author_sort | Van, Julie A. D. |
collection | PubMed |
description | Diabetes is the leading cause of end-stage renal disease worldwide. Our understanding of the early kidney response to chronic hyperglycemia remains incomplete. To address this, we first investigated the urinary proteomes of otherwise healthy youths with and without type 1 diabetes and subsequently examined the enriched pathways that might be dysregulated in early disease using systems biology approaches. This cross-sectional study included two separate cohorts for the discovery (N = 30) and internal validation (N = 30) of differentially excreted proteins. Discovery proteomics was performed on a Q Exactive Plus hybrid quadrupole-orbitrap mass spectrometer. We then searched the pathDIP, KEGG, and Reactome databases to identify enriched pathways in early diabetes; the Integrated Interactions Database to retrieve protein-protein interaction data; and the PubMed database to compare fold changes of our signature proteins with those published in similarly designed studies. Proteins were selected for internal validation based on pathway enrichment and availability of commercial enzyme-linked immunosorbent assay kits. Of the 2451 proteins identified, 576 were quantified in all samples from the discovery cohort; 34 comprised the urinary signature for early diabetes after Benjamini-Hochberg adjustment (Q < 0.05). The top pathways associated with this signature included lysosome, glycosaminoglycan degradation, and innate immune system (Q < 0.01). Notably, all enzymes involved in keratan sulfate degradation were significantly elevated in urines from youths with diabetes (|fold change| > 1.6). Increased urinary excretion of monocyte differentiation antigen CD14, hexosaminidase A, and lumican was also observed in the validation cohort (P < 0.05). Twenty-one proteins from our signature have been reported elsewhere as potential mediators of early diabetes. In this study, we identified a urinary proteomic signature for early type 1 diabetes, of which lysosomal enzymes were major constituents. Our findings highlight novel pathways such as keratan sulfate degradation in the early kidney response to hyperglycemia. |
format | Online Article Text |
id | pubmed-7250451 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-72504512020-06-08 Urinary proteomics links keratan sulfate degradation and lysosomal enzymes to early type 1 diabetes Van, Julie A. D. Clotet-Freixas, Sergi Hauschild, Anne-Christin Batruch, Ihor Jurisica, Igor Elia, Yesmino Mahmud, Farid H. Sochett, Etienne Diamandis, Eleftherios P. Scholey, James W. Konvalinka, Ana PLoS One Research Article Diabetes is the leading cause of end-stage renal disease worldwide. Our understanding of the early kidney response to chronic hyperglycemia remains incomplete. To address this, we first investigated the urinary proteomes of otherwise healthy youths with and without type 1 diabetes and subsequently examined the enriched pathways that might be dysregulated in early disease using systems biology approaches. This cross-sectional study included two separate cohorts for the discovery (N = 30) and internal validation (N = 30) of differentially excreted proteins. Discovery proteomics was performed on a Q Exactive Plus hybrid quadrupole-orbitrap mass spectrometer. We then searched the pathDIP, KEGG, and Reactome databases to identify enriched pathways in early diabetes; the Integrated Interactions Database to retrieve protein-protein interaction data; and the PubMed database to compare fold changes of our signature proteins with those published in similarly designed studies. Proteins were selected for internal validation based on pathway enrichment and availability of commercial enzyme-linked immunosorbent assay kits. Of the 2451 proteins identified, 576 were quantified in all samples from the discovery cohort; 34 comprised the urinary signature for early diabetes after Benjamini-Hochberg adjustment (Q < 0.05). The top pathways associated with this signature included lysosome, glycosaminoglycan degradation, and innate immune system (Q < 0.01). Notably, all enzymes involved in keratan sulfate degradation were significantly elevated in urines from youths with diabetes (|fold change| > 1.6). Increased urinary excretion of monocyte differentiation antigen CD14, hexosaminidase A, and lumican was also observed in the validation cohort (P < 0.05). Twenty-one proteins from our signature have been reported elsewhere as potential mediators of early diabetes. In this study, we identified a urinary proteomic signature for early type 1 diabetes, of which lysosomal enzymes were major constituents. Our findings highlight novel pathways such as keratan sulfate degradation in the early kidney response to hyperglycemia. Public Library of Science 2020-05-26 /pmc/articles/PMC7250451/ /pubmed/32453760 http://dx.doi.org/10.1371/journal.pone.0233639 Text en © 2020 Van et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Van, Julie A. D. Clotet-Freixas, Sergi Hauschild, Anne-Christin Batruch, Ihor Jurisica, Igor Elia, Yesmino Mahmud, Farid H. Sochett, Etienne Diamandis, Eleftherios P. Scholey, James W. Konvalinka, Ana Urinary proteomics links keratan sulfate degradation and lysosomal enzymes to early type 1 diabetes |
title | Urinary proteomics links keratan sulfate degradation and lysosomal enzymes to early type 1 diabetes |
title_full | Urinary proteomics links keratan sulfate degradation and lysosomal enzymes to early type 1 diabetes |
title_fullStr | Urinary proteomics links keratan sulfate degradation and lysosomal enzymes to early type 1 diabetes |
title_full_unstemmed | Urinary proteomics links keratan sulfate degradation and lysosomal enzymes to early type 1 diabetes |
title_short | Urinary proteomics links keratan sulfate degradation and lysosomal enzymes to early type 1 diabetes |
title_sort | urinary proteomics links keratan sulfate degradation and lysosomal enzymes to early type 1 diabetes |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7250451/ https://www.ncbi.nlm.nih.gov/pubmed/32453760 http://dx.doi.org/10.1371/journal.pone.0233639 |
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