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Selective Plane Illumination Microscopy and Computing Reveal Differential Obliteration of Retinal Vascular Plexuses

Authors :
Tzung K. Hsiai
Pierre J. Guihard
Yichen Ding
Michel M. Sun
Chih-Chiang Chang
Varun Gudapati
Alison Chu
Scott Meyer
Jie Zheng
Parinaz Abiri
Lynn K. Gordon
Xili Ding
Kyung In Baek
Song Li
Kristina I. Boström
Publication Year :
2020
Publisher :
Cold Spring Harbor Laboratory, 2020.

Abstract

Murine models of visual impairment provide micro-vascular insights into the 3-D network disarray in retinopathy. Current imaging and analysis tend to be confined to the 2-D retinal vasculature. We hereby integrated selective plane illumination imaging or known as light-sheet fluorescence microscopy (LSFM) with dual-illumination, followed by computational analyses, to reveal the topological network of vertical sprouts bridging the primary and secondary plexuses in a postnatal mouse model of oxygen-induced retinopathy (OIR). We revealed a preferential obliteration of the secondary plexus and bridging vessels despite a relatively unscathed primary plexus. We compared the local versus global vascular connectivity using clustering coefficients and Euler numbers, respectively. The global vascular connectivity in hyperoxia-exposed retinas was significantly reduced (p< 0.05, n = 5 vs. normoxia), whereas the local connectivity was preserved (p> 0.05, n = 5 vs. normoxia). We further applied principal component analysis (PCA) to automatically segment the vertical sprouts, corroborating the preferential obliteration of the interconnection between vertical sprouts and secondary plexuses that were accompanied with impaired vascular branching and connectivity, and reduced vessel volumes and lengths (p< 0.05, n=5 vs. normoxia). Thus, integration of 3-D selective plane illumination with computational analyses allows for early detection of global and spatially-specific vaso-obliteration, but preserved local reticular structure in response to hyperoxia-induced retinopathy.

Details

Database :
OpenAIRE
Accession number :
edsair.doi.dedup.....ae570e7e3aed5bca37bef2f320f8fbc7
Full Text :
https://doi.org/10.1101/2020.05.06.081463