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Integrated Analysis of Transcriptome and Proteome of the Human Cornea and Aqueous Humor Reveal Novel Biomarkers for Corneal Endothelial Cell Dysfunction

Earlier studies have reported that elevated protein levels in the aqueous humor (AH) are associated with corneal endothelial cell dysfunction (CECD), but the details of the underlying mechanism as well as specific biomarkers for CECD remain elusive. In the present study, we aimed to identify protein...

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Autores principales: Moon, Chae-Eun, Kim, Chang Hwan, Jung, Jae Hun, Cho, Young Joo, Choi, Kee Yong, Han, Kyusun, Seo, Kyoung Yul, Lee, Hyung Keun, Ji, Yong Woo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10607268/
https://www.ncbi.nlm.nih.gov/pubmed/37895034
http://dx.doi.org/10.3390/ijms242015354
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author Moon, Chae-Eun
Kim, Chang Hwan
Jung, Jae Hun
Cho, Young Joo
Choi, Kee Yong
Han, Kyusun
Seo, Kyoung Yul
Lee, Hyung Keun
Ji, Yong Woo
author_facet Moon, Chae-Eun
Kim, Chang Hwan
Jung, Jae Hun
Cho, Young Joo
Choi, Kee Yong
Han, Kyusun
Seo, Kyoung Yul
Lee, Hyung Keun
Ji, Yong Woo
author_sort Moon, Chae-Eun
collection PubMed
description Earlier studies have reported that elevated protein levels in the aqueous humor (AH) are associated with corneal endothelial cell dysfunction (CECD), but the details of the underlying mechanism as well as specific biomarkers for CECD remain elusive. In the present study, we aimed to identify protein markers in AH directly associated with changes to corneal endothelial cells (CECs), as AH can be easily obtained for analysis. We carried out an in-depth proteomic analysis of patient-derived AH as well as transcriptomic analysis of CECs from the same patients with bullous keratopathy (BK) resulting from CECD. We first determined differentially expressed genes (DEGs) and differentially expressed proteins (DEPs) from CECs and AH in CECD, respectively. By combining transcriptomic and proteomic analyses, 13 shared upregulated markers and 22 shared downregulated markers were observed between DEGs and DEPs. Among these 35 candidates from biomarker profiling, three upregulated markers were finally verified via data-independent acquisition (DIA) proteomic analysis using additional individual AH samples, namely metallopeptidase inhibitor 1 (TIMP1), Fc fragment of IgG binding protein (FCGBP), and angiopoietin-related protein 7 (ANGPTL7). Furthermore, we confirmed these AH biomarkers for CECD using individual immunoassay validation. Conclusively, our findings may provide valuable insights into the disease process and identify biofluid markers for the assessment of CEC function during BK development.
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spelling pubmed-106072682023-10-28 Integrated Analysis of Transcriptome and Proteome of the Human Cornea and Aqueous Humor Reveal Novel Biomarkers for Corneal Endothelial Cell Dysfunction Moon, Chae-Eun Kim, Chang Hwan Jung, Jae Hun Cho, Young Joo Choi, Kee Yong Han, Kyusun Seo, Kyoung Yul Lee, Hyung Keun Ji, Yong Woo Int J Mol Sci Article Earlier studies have reported that elevated protein levels in the aqueous humor (AH) are associated with corneal endothelial cell dysfunction (CECD), but the details of the underlying mechanism as well as specific biomarkers for CECD remain elusive. In the present study, we aimed to identify protein markers in AH directly associated with changes to corneal endothelial cells (CECs), as AH can be easily obtained for analysis. We carried out an in-depth proteomic analysis of patient-derived AH as well as transcriptomic analysis of CECs from the same patients with bullous keratopathy (BK) resulting from CECD. We first determined differentially expressed genes (DEGs) and differentially expressed proteins (DEPs) from CECs and AH in CECD, respectively. By combining transcriptomic and proteomic analyses, 13 shared upregulated markers and 22 shared downregulated markers were observed between DEGs and DEPs. Among these 35 candidates from biomarker profiling, three upregulated markers were finally verified via data-independent acquisition (DIA) proteomic analysis using additional individual AH samples, namely metallopeptidase inhibitor 1 (TIMP1), Fc fragment of IgG binding protein (FCGBP), and angiopoietin-related protein 7 (ANGPTL7). Furthermore, we confirmed these AH biomarkers for CECD using individual immunoassay validation. Conclusively, our findings may provide valuable insights into the disease process and identify biofluid markers for the assessment of CEC function during BK development. MDPI 2023-10-19 /pmc/articles/PMC10607268/ /pubmed/37895034 http://dx.doi.org/10.3390/ijms242015354 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Moon, Chae-Eun
Kim, Chang Hwan
Jung, Jae Hun
Cho, Young Joo
Choi, Kee Yong
Han, Kyusun
Seo, Kyoung Yul
Lee, Hyung Keun
Ji, Yong Woo
Integrated Analysis of Transcriptome and Proteome of the Human Cornea and Aqueous Humor Reveal Novel Biomarkers for Corneal Endothelial Cell Dysfunction
title Integrated Analysis of Transcriptome and Proteome of the Human Cornea and Aqueous Humor Reveal Novel Biomarkers for Corneal Endothelial Cell Dysfunction
title_full Integrated Analysis of Transcriptome and Proteome of the Human Cornea and Aqueous Humor Reveal Novel Biomarkers for Corneal Endothelial Cell Dysfunction
title_fullStr Integrated Analysis of Transcriptome and Proteome of the Human Cornea and Aqueous Humor Reveal Novel Biomarkers for Corneal Endothelial Cell Dysfunction
title_full_unstemmed Integrated Analysis of Transcriptome and Proteome of the Human Cornea and Aqueous Humor Reveal Novel Biomarkers for Corneal Endothelial Cell Dysfunction
title_short Integrated Analysis of Transcriptome and Proteome of the Human Cornea and Aqueous Humor Reveal Novel Biomarkers for Corneal Endothelial Cell Dysfunction
title_sort integrated analysis of transcriptome and proteome of the human cornea and aqueous humor reveal novel biomarkers for corneal endothelial cell dysfunction
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10607268/
https://www.ncbi.nlm.nih.gov/pubmed/37895034
http://dx.doi.org/10.3390/ijms242015354
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