LEAPS-MPS: Computational Modeling of the Interaction between the Eye and a Contact Lens

LEAPS-MPS：眼睛和隐形眼镜之间相互作用的计算模型

• 批准号: 2316951
• 负责人: Lucia Carichino
• 金额: $ 24.87万
• 依托单位: Rochester Institute of Tech
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 2023
• 资助国家: 美国
• 起止时间: 2023-09-01 至 2025-08-31
• 项目状态: 未结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=2316951&HistoricalAwards=false
• 关键词: LEAPS; MPS; Computational; Modeling; Interaction

The project will develop a computational framework to improve contact lens fitting and comfort. Since the 1970s, soft contact lenses have been worn by millions of people worldwide to correct vision impairment. More recently, stiff contact lenses have been used as devices to reshape the ocular surface and correct vision disorders such as myopia (nearsightedness) in children and keratoconus (characterized by a cone-shaped cornea). The lens-to-eye fitting is crucial for proper vision corrections and to reduce the risk of ocular surface damages or infections. Despite the importance of understanding the interactions between the ocular surface and a contact lens to improve lens-to-eye fitting, to date, the mechanisms affecting such interactions remain unknown due to limitations in the clinical instrumentation. This project will develop a mathematical and computational framework, based on the laws of physics, to study the interactions between the eye and a contact lens, and to predict the ocular reshaping due to contact lens wear. The model’s predictions will help contact lens manufacturers to theoretically predict the fitting, and consequently the performance of a lens design, without having to manufacture the lens and then test the lens in an expensive clinical trial. The project will provide training opportunities for students in model development, in computation, as well as in biomechanics of the eye. The project activities will support the representation and retention of students from underrepresented groups in Mathematical and Physical Sciences by collaborating with the Rochester Institute of Technology’s Inclusive Excellence initiative and National Technical Institute for the Deaf. Mathematical and computational models of the coupled dynamics between the eye and a contact lens will be developed. The cornea, the clear front surface of the eye, is made of five layers that respond differently to the stresses induced by soft and stiff contact lenses. The model will account for the heterogenous viscoelastic response of the cornea and for the porosity of the different layers by tracking the fluid movement inside each layer. The predictions of ocular reshaping and the suction pressure under the contact lens will be emergent properties of the coupled problem and not imposed a priori. The project will develop computational algorithms to treat the nonlinearities coming from the poro-viscoelastic description of the ocular tissue and the coupling between the eye and the contact lens. The model will predict ocular tissue deformation and the ocular stresses while loading and unloading the lens on and from the eye, for soft and stiff lenses worn on different shaped eyes. This project will provide new insights into the mechanisms driving the interaction between the contact lenses and the eye, especially in orthokeratology applications to treat childhood myopia and in eyes with keratoconus.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.

该项目将开发一个计算框架，以改善接触透镜的拟合和舒适度。自20世纪70年代以来，全世界数百万人佩戴软性隐形眼镜来矫正视力障碍。最近，硬性隐形眼镜已被用作重塑眼表面和矫正视力障碍如儿童近视和圆锥角膜（特征在于圆锥形角膜）的装置。镜片与眼睛的适配对于正确的视力矫正和降低眼表损伤或感染的风险至关重要。尽管了解眼表面和接触透镜之间的相互作用以改善透镜-眼睛适配的重要性，但迄今为止，由于临床仪器的限制，影响这种相互作用的机制仍然未知。该项目将根据物理定律开发一个数学和计算框架，以研究眼睛和接触透镜之间的相互作用，并预测由于接触透镜佩戴而导致的眼睛重塑。该模型的预测将帮助联系透镜制造商从理论上预测拟合，从而预测透镜设计的性能，而不必制造透镜，然后在昂贵的临床试验中测试透镜。该项目将为学生提供模型开发、计算以及眼睛生物力学方面的培训机会。项目活动将通过与罗切斯特理工学院的包容性卓越倡议和国家聋人技术研究所合作，支持代表性不足群体的学生在数学和物理科学中的代表性和保留。将开发眼睛和接触透镜之间的耦合动力学的数学和计算模型。角膜是眼睛的透明前表面，由五层组成，它们对软性和硬性隐形眼镜引起的应力有不同的反应。该模型将通过跟踪每层内的流体运动来解释角膜的异质粘弹性响应和不同层的孔隙率。眼球整形和接触透镜下的吸引压力的预测将是耦合问题的涌现性质，而不是先验地强加的。该项目将开发计算算法来处理来自眼组织的多孔粘弹性描述以及眼睛和接触透镜之间的耦合的非线性。该模型将预测在将透镜装载到眼睛上和从眼睛上卸载时，对于佩戴在不同形状眼睛上的软透镜和硬透镜，眼组织变形和眼应力。该项目将为隐形眼镜与眼睛之间的相互作用机制提供新的见解，特别是在角膜塑形术应用中治疗儿童近视和圆锥角膜。该奖项反映了NSF的法定使命，并通过使用基金会的知识价值和更广泛的影响审查标准进行评估，被认为值得支持。