GENE EXPRESSION WITHIN A HUMAN CHOROIDAL NEOVASCULAR MEMBRANE USING SPATIAL TRANSCRIPTOMICS.
Andrew P VoigtNathaniel K MullinEmma M NavratilMiles J Flamme-WieseLi-Chun LinTodd E ScheetzIan C HanEdwin M StoneBudd A TuckerRobert F MullinsPublished in: bioRxiv : the preprint server for biology (2023)
Macular neovascularization is a relatively common and potentially visually devastating complication of age-related macular degeneration. In macular neovascularization, pathologic angiogenesis can originate from either the choroid or the retina, but we have limited understanding of how different cell types become dysregulated in this dynamic process. In this study, we performed spatial RNA sequencing on a human donor eye with macular neovascularization as well as a healthy control donor. We identified genes enriched within the area of macular neovascularization and used deconvolution algorithms to predict the originating cell type of these dysregulated genes. Within the area of neovascularization, endothelial cells were predicted to increase expression of genes related to Rho family GTPase signaling and integrin signaling. Likewise, VEGF and TGFB1 were identified as potential upstream regulators that could drive the observed gene expression changes produced by endothelial and retinal pigment epithelium cells in the macular neovascularization donor. These spatial gene expression profiles were compared to previous single-cell gene expression experiments in human age-related macular degeneration as well as a model of laser-induced neovascularization in mice. As a secondary aim, we also investigated spatial gene expression patterns within the macular neural retina and between the macular and peripheral choroid. We recapitulated previously described regional-specific gene expression patterns across both tissues. Overall, this study spatially analyzes gene expression across the retina, retinal pigment epithelium, and choroid in health and describes a set of candidate molecules that become dysregulated in macular neovascularization.
Keyphrases
- gene expression
- age related macular degeneration
- diabetic retinopathy
- endothelial cells
- vascular endothelial growth factor
- optical coherence tomography
- single cell
- dna methylation
- genome wide
- high glucose
- rna seq
- genome wide identification
- healthcare
- machine learning
- stem cells
- induced apoptosis
- poor prognosis
- induced pluripotent stem cells
- optic nerve
- cataract surgery
- metabolic syndrome
- type diabetes
- oxidative stress
- squamous cell carcinoma
- lymph node
- long non coding rna
- cell death
- skeletal muscle
- deep learning
- genome wide analysis
- neoadjuvant chemotherapy
- endoplasmic reticulum stress
- climate change
- radiation therapy
- mesenchymal stem cells
- bone marrow
- wild type
- health information
- cell proliferation
- cell cycle arrest
- bioinformatics analysis
- social media