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Mass cytometry reveals the corneal immune cell changes at single cell level in diabetic mice
INTRODUCTION: Diabetic ocular complications include sight-threatening consequences and decreased corneal sensitivity, characterized by decreased tear production, corneal sensitivity and delayed corneal epithelial wound healing. The pathogenesis of diabetic corneal disorders remains largely unknown....
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10507693/ https://www.ncbi.nlm.nih.gov/pubmed/37732130 http://dx.doi.org/10.3389/fendo.2023.1253188 |
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author | Qin, Limin Li, Qian Wang, Liqiang Huang, Yifei |
author_facet | Qin, Limin Li, Qian Wang, Liqiang Huang, Yifei |
author_sort | Qin, Limin |
collection | PubMed |
description | INTRODUCTION: Diabetic ocular complications include sight-threatening consequences and decreased corneal sensitivity, characterized by decreased tear production, corneal sensitivity and delayed corneal epithelial wound healing. The pathogenesis of diabetic corneal disorders remains largely unknown. Growing evidence implies the participation of immune cells in the development of diabetic corneal diseases. Nonetheless, the immunological changes that result in diabetic corneal problems are largely unknown. METHODS: Mass cytometry by time of flight (CyTOF) was used to investigate immune cell cluster alterations associated with diabetic corneal disorders. CyTOF test was performed on corneal cells at a single level from 21-week-old diabetic (db/db) and non-diabetic (db/m) mice. A panel of 41 immune-related markers monitored different immune cell types in diabetic corneas. To investigate the proportion of each immune cell subpopulation, an unsupervised clustering method was employed, and T-distributed stochastic neighbor embedding was used to visualize the distinctions between different immune cell subsets. RESULTS: Through CyTOF test, we identified 10 immune cell subsets in the corneal tissues. In a novel way, we discovered significant immune alterations in diabetic corneas, including pronounced alterations in T cells and myeloid cell subgroups in diabetic corneas linked to potential biomarkers, including CD103, CCR2, SiglecF, Ly6G, and CD172a. Comprehensive immunological profiling indicated remarkable changes in the immune microenvironment in diabetic corneas, characterized by a notable decrease in CD103+CD8+ tissue-resident memory T (T(RM)) cells and Tregs, as well as a dramatic increase of γδT cells and subsets of CD11b+Ly6G+ myeloid-derived suppressor cells (MDSCs). CONCLUSION: CyTOF analysis revealed significant alterations in the immune microenvironment during the development of diabetic corneal complications. This study mapped the immune microenvironment landscape of type 2 diabetic corneas, providing a fundamental understanding of immune-driven diabetic corneal disorders. |
format | Online Article Text |
id | pubmed-10507693 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-105076932023-09-20 Mass cytometry reveals the corneal immune cell changes at single cell level in diabetic mice Qin, Limin Li, Qian Wang, Liqiang Huang, Yifei Front Endocrinol (Lausanne) Endocrinology INTRODUCTION: Diabetic ocular complications include sight-threatening consequences and decreased corneal sensitivity, characterized by decreased tear production, corneal sensitivity and delayed corneal epithelial wound healing. The pathogenesis of diabetic corneal disorders remains largely unknown. Growing evidence implies the participation of immune cells in the development of diabetic corneal diseases. Nonetheless, the immunological changes that result in diabetic corneal problems are largely unknown. METHODS: Mass cytometry by time of flight (CyTOF) was used to investigate immune cell cluster alterations associated with diabetic corneal disorders. CyTOF test was performed on corneal cells at a single level from 21-week-old diabetic (db/db) and non-diabetic (db/m) mice. A panel of 41 immune-related markers monitored different immune cell types in diabetic corneas. To investigate the proportion of each immune cell subpopulation, an unsupervised clustering method was employed, and T-distributed stochastic neighbor embedding was used to visualize the distinctions between different immune cell subsets. RESULTS: Through CyTOF test, we identified 10 immune cell subsets in the corneal tissues. In a novel way, we discovered significant immune alterations in diabetic corneas, including pronounced alterations in T cells and myeloid cell subgroups in diabetic corneas linked to potential biomarkers, including CD103, CCR2, SiglecF, Ly6G, and CD172a. Comprehensive immunological profiling indicated remarkable changes in the immune microenvironment in diabetic corneas, characterized by a notable decrease in CD103+CD8+ tissue-resident memory T (T(RM)) cells and Tregs, as well as a dramatic increase of γδT cells and subsets of CD11b+Ly6G+ myeloid-derived suppressor cells (MDSCs). CONCLUSION: CyTOF analysis revealed significant alterations in the immune microenvironment during the development of diabetic corneal complications. This study mapped the immune microenvironment landscape of type 2 diabetic corneas, providing a fundamental understanding of immune-driven diabetic corneal disorders. Frontiers Media S.A. 2023-09-05 /pmc/articles/PMC10507693/ /pubmed/37732130 http://dx.doi.org/10.3389/fendo.2023.1253188 Text en Copyright © 2023 Qin, Li, Wang and Huang 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 | Endocrinology Qin, Limin Li, Qian Wang, Liqiang Huang, Yifei Mass cytometry reveals the corneal immune cell changes at single cell level in diabetic mice |
title | Mass cytometry reveals the corneal immune cell changes at single cell level in diabetic mice |
title_full | Mass cytometry reveals the corneal immune cell changes at single cell level in diabetic mice |
title_fullStr | Mass cytometry reveals the corneal immune cell changes at single cell level in diabetic mice |
title_full_unstemmed | Mass cytometry reveals the corneal immune cell changes at single cell level in diabetic mice |
title_short | Mass cytometry reveals the corneal immune cell changes at single cell level in diabetic mice |
title_sort | mass cytometry reveals the corneal immune cell changes at single cell level in diabetic mice |
topic | Endocrinology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10507693/ https://www.ncbi.nlm.nih.gov/pubmed/37732130 http://dx.doi.org/10.3389/fendo.2023.1253188 |
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