Three-dimensional Imaging Coupled with Topological Quantification Uncovers Retinal Vascular Plexuses Undergoing Obliteration

被引:7
作者
Chang, Chih-Chiang [1 ]
Chu, Alison [2 ]
Meyer, Scott [3 ]
Ding, Yichen [1 ,3 ]
Sun, Michel M. [4 ]
Abiri, Parinaz [1 ,3 ]
Baek, Kyung In [1 ,3 ]
Gudapati, Varun [3 ]
Ding, Xili [1 ]
Guihard, Pierre [3 ]
Bostrom, Kristina, I [3 ,5 ]
Li, Song [1 ]
Gordon, Lynn K. [4 ]
Zheng, Jie J. [4 ]
Hsiai, Tzung K. [1 ,3 ,5 ,6 ]
机构
[1] Univ Calif Los Angeles, Dept Bioengn, Los Angeles, CA 90095 USA
[2] Univ Calif Los Angeles, David Geffen Sch Med, Dept Pediat, Div Neonatol & Dev Biol, Los Angeles, CA 90095 USA
[3] Univ Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USA
[4] Univ Calif Los Angeles, David Geffen Sch Med, Stein Eye Inst, Dept Ophthalmol, Los Angeles, CA 90095 USA
[5] Greater Los Angeles VA Healthcare Syst, Los Angeles, CA USA
[6] CALTECH, Med Engn, Pasadena, CA 91125 USA
基金
美国国家卫生研究院;
关键词
Light-sheet fluorescence microscopy; Primary and secondary plexus; Vertical sprouts; Oxygen-induced retinopathy; Retinal vasculature; SHEET FLUORESCENCE MICROSCOPY; DIABETIC-RETINOPATHY; MOUSE RETINA; ANGIOGENESIS; CELLS; MODEL; CONNECTIVITY; PREMATURITY; ANGIOGRAPHY; NETWORKS;
D O I
10.7150/thno.53073
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
Introduction: Murine models provide microvascular insights into the 3-D network disarray seen in retinopathy and cardiovascular diseases. Light-sheet fluorescence microscopy (LSFM) has emerged to capture retinal vasculature in 3-D, allowing for assessment of the progression of retinopathy and the potential to screen new therapeutic targets in mice. We hereby coupled LSFM, also known as selective plane illumination microscopy, with topological quantification, to characterize the retinal vascular plexuses undergoing preferential obliteration. Method and Result: In postnatal mice, we revealed the 3-D retinal microvascular network in which the vertical sprouts bridge the primary (inner) and secondary (outer) plexuses, whereas, in an oxygen-induced retinopathy (OIR) mouse model, we demonstrated preferential obliteration of the secondary plexus and bridging vessels with a relatively unscathed primary plexus. Using clustering coefficients and Euler numbers, we computed the local versus global vascular connectivity. While local connectivity was preserved (p > 0.05, n = 5 vs. normoxia), the global vascular connectivity in hyperoxia-exposed retinas was significantly reduced (p < 0.05, n = 5 vs. normoxia). Applying principal component analysis (PCA) for auto-segmentation of the vertical sprouts, we corroborated the obliteration of the vertical sprouts bridging the secondary plexuses, as evidenced by impaired vascular branching and connectivity, and reduction in vessel volumes and lengths (p < 0.05, n = 5 vs. normoxia). Conclusion: Coupling 3-D LSFM with topological quantification uncovered the retinal vasculature undergoing hyperoxia-induced obliteration from the secondary (outer) plexus to the vertical sprouts. The use of clustering coefficients, Euler's number, and PCA provided new network insights into OIR-associated vascular obliteration, with translational significance for investigating therapeutic interventions to prevent visual impairment.
引用
收藏
页码:1162 / 1175
页数:14
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