In-Depth Molecular Characterization of Neovascular Membranes Suggests a Role for Hyalocyte-to-Myofibroblast Transdifferentiation in Proliferative Diabetic Retinopathy
Open Access
- 2 November 2021
- journal article
- research article
- Published by Frontiers Media SA in Frontiers in Immunology
- Vol. 12, 757607
Abstract
Background: Retinal neovascularization (RNV) membranes can lead to a tractional retinal detachment, the primary reason for severe vision loss in end-stage disease proliferative diabetic retinopathy (PDR). The aim of this study was to characterize the molecular, cellular and immunological features of RNV in order to unravel potential novel drug treatments for PDR.Methods: A total of 43 patients undergoing vitrectomy for PDR, macular pucker or macular hole (control patients) were included in this study. The surgically removed RNV and epiretinal membranes were analyzed by RNA sequencing, single-cell based Imaging Mass Cytometry and conventional immunohistochemistry. Immune cells of the vitreous body, also known as hyalocytes, were isolated from patients with PDR by flow cytometry, cultivated and characterized by immunohistochemistry. A bioinformatical drug repurposing approach was applied in order to identify novel potential drug options for end-stage diabetic retinopathy disease.Results: The in-depth transcriptional and single-cell protein analysis of diabetic RNV tissue samples revealed an accumulation of endothelial cells, macrophages and myofibroblasts as well as an abundance of secreted ECM proteins such as SPARC, FN1 and several types of collagen in RNV tissue. The immunohistochemical staining of cultivated vitreal hyalocytes from patients with PDR showed that hyalocytes express α-SMA (alpha-smooth muscle actin), a classic myofibroblast marker. According to our drug repurposing analysis, imatinib emerged as a potential immunomodulatory drug option for future treatment of PDR.Conclusion: This study delivers the first in-depth transcriptional and single-cell proteomic characterization of RNV tissue samples. Our data suggest an important role of hyalocyte-to-myofibroblast transdifferentiation in the pathogenesis of diabetic vitreoretinal disease and their modulation as a novel possible clinical approach.Keywords
This publication has 62 references indexed in Scilit:
- STAR: ultrafast universal RNA-seq alignerBioinformatics, 2012
- Measurement of mRNA abundance using RNA-seq data: RPKM measure is inconsistent among samplesTheory in Biosciences, 2012
- clusterProfiler: an R Package for Comparing Biological Themes Among Gene ClustersOMICS: A Journal of Integrative Biology, 2012
- Activation of retinal microglia rather than microglial cell density correlates with retinal neovascularization in the mouse model of oxygen-induced retinopathyJournal of Neuroinflammation, 2011
- Discovery and Preclinical Validation of Drug Indications Using Compendia of Public Gene Expression DataScience Translational Medicine, 2011
- Diabetic retinopathyThe Lancet, 2010
- The role of MMP-9 in the anti-angiogenic effect of secreted protein acidic and rich in cysteineBritish Journal of Cancer, 2010
- Role of TGF-β in proliferative vitreoretinal diseases and ROCK as a therapeutic targetProceedings of the National Academy of Sciences, 2008
- SPARC‐induced increase in glioma matrix and decrease in vascularity are associated with reduced VEGF expression and secretionInternational Journal of Cancer, 2008
- Cellular and molecular mechanisms of fibrosisThe Journal of Pathology, 2007