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Putative Biomarkers in Tears for Diabetic Retinopathy Diagnosis
PURPOSE: Tear fluid biomarkers may offer a non-invasive strategy for detecting diabetic patients with increased risk of developing diabetic retinopathy (DR) or increased disease progression, thus helping both improving diagnostic accuracy and understanding the pathophysiology of the disease. Here, w...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9174990/ https://www.ncbi.nlm.nih.gov/pubmed/35692536 http://dx.doi.org/10.3389/fmed.2022.873483 |
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author | Amorim, Madania Martins, Beatriz Caramelo, Francisco Gonçalves, Conceição Trindade, Grimalde Simão, Jorge Barreto, Patrícia Marques, Inês Leal, Ermelindo Carreira Carvalho, Eugénia Reis, Flávio Ribeiro-Rodrigues, Teresa Girão, Henrique Rodrigues-Santos, Paulo Farinha, Cláudia Ambrósio, António Francisco Silva, Rufino Fernandes, Rosa |
author_facet | Amorim, Madania Martins, Beatriz Caramelo, Francisco Gonçalves, Conceição Trindade, Grimalde Simão, Jorge Barreto, Patrícia Marques, Inês Leal, Ermelindo Carreira Carvalho, Eugénia Reis, Flávio Ribeiro-Rodrigues, Teresa Girão, Henrique Rodrigues-Santos, Paulo Farinha, Cláudia Ambrósio, António Francisco Silva, Rufino Fernandes, Rosa |
author_sort | Amorim, Madania |
collection | PubMed |
description | PURPOSE: Tear fluid biomarkers may offer a non-invasive strategy for detecting diabetic patients with increased risk of developing diabetic retinopathy (DR) or increased disease progression, thus helping both improving diagnostic accuracy and understanding the pathophysiology of the disease. Here, we assessed the tear fluid of nondiabetic individuals, diabetic patients with no DR, and diabetic patients with nonproliferative DR (NPDR) or with proliferative DR (PDR) to find putative biomarkers for the diagnosis and staging of DR. METHODS: Tear fluid samples were collected using Schirmer test strips from a cohort with 12 controls and 54 Type 2 Diabetes (T2D) patients, and then analyzed using mass spectrometry (MS)-based shotgun proteomics and bead-based multiplex assay. Tear fluid-derived small extracellular vesicles (EVs) were analyzed by transmission electron microscopy, Western Blotting, and nano tracking. RESULTS: Proteomics analysis revealed that among the 682 reliably quantified proteins in tear fluid, 42 and 26 were differentially expressed in NPDR and PDR, respectively, comparing to the control group. Data are available via ProteomeXchange with identifier PXD033101. By multicomparison analyses, we also found significant changes in 32 proteins. Gene ontology (GO) annotations showed that most of these proteins are associated with oxidative stress and small EVs. Indeed, we also found that tear fluid is particularly enriched in small EVs. T2D patients with NPDR have higher IL-2/-5/-18, TNF, MMP-2/-3/-9 concentrations than the controls. In the PDR group, IL-5/-18 and MMP-3/-9 concentrations were significantly higher, whereas IL-13 was lower, compared to the controls. CONCLUSIONS: Overall, the results show alterations in tear fluid proteins profile in diabetic patients with retinopathy. Promising candidate biomarkers identified need to be validated in a large sample cohort. |
format | Online Article Text |
id | pubmed-9174990 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-91749902022-06-09 Putative Biomarkers in Tears for Diabetic Retinopathy Diagnosis Amorim, Madania Martins, Beatriz Caramelo, Francisco Gonçalves, Conceição Trindade, Grimalde Simão, Jorge Barreto, Patrícia Marques, Inês Leal, Ermelindo Carreira Carvalho, Eugénia Reis, Flávio Ribeiro-Rodrigues, Teresa Girão, Henrique Rodrigues-Santos, Paulo Farinha, Cláudia Ambrósio, António Francisco Silva, Rufino Fernandes, Rosa Front Med (Lausanne) Medicine PURPOSE: Tear fluid biomarkers may offer a non-invasive strategy for detecting diabetic patients with increased risk of developing diabetic retinopathy (DR) or increased disease progression, thus helping both improving diagnostic accuracy and understanding the pathophysiology of the disease. Here, we assessed the tear fluid of nondiabetic individuals, diabetic patients with no DR, and diabetic patients with nonproliferative DR (NPDR) or with proliferative DR (PDR) to find putative biomarkers for the diagnosis and staging of DR. METHODS: Tear fluid samples were collected using Schirmer test strips from a cohort with 12 controls and 54 Type 2 Diabetes (T2D) patients, and then analyzed using mass spectrometry (MS)-based shotgun proteomics and bead-based multiplex assay. Tear fluid-derived small extracellular vesicles (EVs) were analyzed by transmission electron microscopy, Western Blotting, and nano tracking. RESULTS: Proteomics analysis revealed that among the 682 reliably quantified proteins in tear fluid, 42 and 26 were differentially expressed in NPDR and PDR, respectively, comparing to the control group. Data are available via ProteomeXchange with identifier PXD033101. By multicomparison analyses, we also found significant changes in 32 proteins. Gene ontology (GO) annotations showed that most of these proteins are associated with oxidative stress and small EVs. Indeed, we also found that tear fluid is particularly enriched in small EVs. T2D patients with NPDR have higher IL-2/-5/-18, TNF, MMP-2/-3/-9 concentrations than the controls. In the PDR group, IL-5/-18 and MMP-3/-9 concentrations were significantly higher, whereas IL-13 was lower, compared to the controls. CONCLUSIONS: Overall, the results show alterations in tear fluid proteins profile in diabetic patients with retinopathy. Promising candidate biomarkers identified need to be validated in a large sample cohort. Frontiers Media S.A. 2022-05-25 /pmc/articles/PMC9174990/ /pubmed/35692536 http://dx.doi.org/10.3389/fmed.2022.873483 Text en Copyright © 2022 Amorim, Martins, Caramelo, Gonçalves, Trindade, Simão, Barreto, Marques, Leal, Carvalho, Reis, Ribeiro-Rodrigues, Girão, Rodrigues-Santos, Farinha, Ambrósio, Silva and Fernandes. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Medicine Amorim, Madania Martins, Beatriz Caramelo, Francisco Gonçalves, Conceição Trindade, Grimalde Simão, Jorge Barreto, Patrícia Marques, Inês Leal, Ermelindo Carreira Carvalho, Eugénia Reis, Flávio Ribeiro-Rodrigues, Teresa Girão, Henrique Rodrigues-Santos, Paulo Farinha, Cláudia Ambrósio, António Francisco Silva, Rufino Fernandes, Rosa Putative Biomarkers in Tears for Diabetic Retinopathy Diagnosis |
title | Putative Biomarkers in Tears for Diabetic Retinopathy Diagnosis |
title_full | Putative Biomarkers in Tears for Diabetic Retinopathy Diagnosis |
title_fullStr | Putative Biomarkers in Tears for Diabetic Retinopathy Diagnosis |
title_full_unstemmed | Putative Biomarkers in Tears for Diabetic Retinopathy Diagnosis |
title_short | Putative Biomarkers in Tears for Diabetic Retinopathy Diagnosis |
title_sort | putative biomarkers in tears for diabetic retinopathy diagnosis |
topic | Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9174990/ https://www.ncbi.nlm.nih.gov/pubmed/35692536 http://dx.doi.org/10.3389/fmed.2022.873483 |
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