与长时间太空飞行相关的脉络膜形态时空变化。

IF 5 2区 医学 Q1 OPHTHALMOLOGY
Charles Bélanger Nzakimuena, Marissé Masís Solano, Rémy Marcotte-Collard, Mark Richard Lesk, Santiago Costantino
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引用次数: 0

摘要

目的:在了解航天相关神经-眼综合征(SANS)的努力中,揭示脉络膜在其病因中的作用受到图像分割准确性的挑战。本研究将基于深度学习的脉络膜定量从光学相干断层扫描(OCT)扩展到黄斑平面脉动和拓扑变化的表征,并研究了对长时间微重力暴露的响应变化。方法:分析宇航员在长时间太空飞行前、飞行中和飞行后的OCT黄斑影像和影像。深度学习模型被微调用于脉络膜分割,并与进一步的图像处理相结合,以实现血管定量。通过统计分析确定飞行前基线的时变和空间平均变量的变化。结果:12名宇航员平均年龄为47±9岁,OCT黄斑影像片段的平均脉络膜厚度和管腔面积(LA)明显增加。搏动性LA也有显著增加。在一个由六名宇航员组成的亚组中,他们的飞行成像是可用的,在太空飞行期间,黄斑区域的脉络膜体积、管腔体积和脉络膜血管指数都显著增加。结论:研究结果表明,局部脉络膜搏动改变发生在长期微重力暴露后。它们表明,在太空飞行中,脉络膜血管以一种类似于黄斑区域脉络膜层的方式扩张,它们占据的空间相对增加。所开发的方法为研究和建立与长时间航天飞行有关的风险的有效对策提供了新的工具和途径。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Spatial and Temporal Changes in Choroid Morphology Associated With Long-Duration Spaceflight.

Purpose: Amid efforts to understand spaceflight associated neuro-ocular syndrome (SANS), uncovering the role of the choroid in its etiology is challenged by the accuracy of image segmentation. The present study extended deep learning-based choroid quantification from optical coherence tomography (OCT) to the characterization of pulsatile and topological changes in the macular plane and investigated changes in response to prolonged microgravity exposure.

Methods: We analyzed OCT macular videos and volumes acquired from astronauts before, during, and after long-duration spaceflight. Deep learning models were fine-tuned for choroid segmentation and combined with further image processing toward vascularity quantification. Statistical analysis was performed to determine changes in time-dependent and spatially averaged variables from preflight baseline.

Results: For 12 astronauts with a mean age of 47 ± 9 years, there were significant increases in choroid thickness and luminal area (LA) averaged over OCT macular video segments. There was also a significant increase in pulsatile LA. For a subgroup of six astronauts for whom inflight imaging was available, choroid volume, luminal volume, and the choroidal vascularity index over the macular region all increased significantly during spaceflight.

Conclusions: The findings suggest that localized choroid pulsatile changes occur following prolonged microgravity exposure. They show that the choroid vessels expand in a manner similar to the choroid layer across the macular region during spaceflight, with a relative increase in the space they occupy. The methods developed provide new tools and avenues for studying and establishing effective countermeasures to risks associated with long-duration spaceflight.

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来源期刊
CiteScore
6.90
自引率
4.50%
发文量
339
审稿时长
1 months
期刊介绍: Investigative Ophthalmology & Visual Science (IOVS), published as ready online, is a peer-reviewed academic journal of the Association for Research in Vision and Ophthalmology (ARVO). IOVS features original research, mostly pertaining to clinical and laboratory ophthalmology and vision research in general.
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