Mathematical modeling approaches in the study of glaucoma disparities among people of African and European descents.

Giovanna Guidoboni, Alon Harris, Julia C Arciero, Brent A Siesky, Annahita Amireskandari, Austin L Gerber, Andrew H Huck, Nathaniel J Kim, Simone Cassani, Lucia Carichino
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Abstract

Open angle glaucoma (OAG) is a severe ocular disease characterized by progressive and irreversible vision loss. While elevated intraocular pressure (IOP) is a well-established risk factor for OAG, the progression of OAG in many cases, despite IOP treatment, suggests that other risk factors must play significant roles in the development of the disease. For example, various structural properties of the eye, ocular blood flow properties, and systemic conditions have been identified as risk factors for OAG. Ethnicity has also been indicated as a relevant factor that affects the incidence and prevalence of OAG; in fact, OAG is the leading cause of blindness among people of African descent. Numerous clinical studies have been designed to examine the possible correlation and causation between OAG and these factors; however, these studies are met with the challenge of isolating the individual role of multiple interconnected factors. Over the last decade, various mathematical modeling approaches have been implemented in combination with clinical studies in order to provide a mechanical and hemodynamical description of the eye in relation to the entire human body and to assess the contribution of single risk factors to the development of OAG. This review provides a summary of the clinical evidence of ocular structural differences, ocular vascular differences and systemic vascular differences among people of African and European descent, describes the mathematical approaches that have been proposed to study ocular mechanics and hemodynamics while discussing how they could be used to investigate the relevance to OAG of racial disparities, and outlines possible new directions of research.

研究非洲裔和欧洲裔青光眼差异的数学建模方法。
开角型青光眼(OAG)是一种严重的眼部疾病,其特征是进行性和不可逆的视力丧失。虽然眼压(IOP)升高是导致开角型青光眼的一个公认的危险因素,但在许多病例中,尽管对眼压进行了治疗,开角型青光眼仍会继续发展,这表明其他危险因素在疾病的发展中也起着重要作用。例如,眼球的各种结构特性、眼血流特性和全身状况都被认为是 OAG 的危险因素。种族也被认为是影响 OAG 发病率和流行率的相关因素;事实上,OAG 是非洲裔失明的主要原因。为了研究 OAG 与这些因素之间可能存在的相关性和因果关系,已经设计了大量临床研究;然而,这些研究面临着将多个相互关联的因素的单独作用分离出来的挑战。在过去的十年中,各种数学模型方法已与临床研究相结合,以提供眼球与整个人体相关的机械和血液动力学描述,并评估单一风险因素对 OAG 发展的贡献。本综述概述了非洲人后裔和欧洲人后裔之间眼部结构差异、眼部血管差异和全身血管差异的临床证据,介绍了研究眼部力学和血液动力学的数学方法,同时讨论了如何利用这些方法来研究种族差异与 OAG 的相关性,并概述了可能的新研究方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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