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Effect of corneal stiffness decrease on axial length elongation in myopia determined based on a mathematical estimation model
Purpose: To investigate the relationship between the corneal material stiffness parameter stress-strain index (SSI) and axial length (AL) elongation with varying severities of myopia, based on a mathematical estimation model. Methods: This single-center, cross-sectional study included data from heal...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10123270/ https://www.ncbi.nlm.nih.gov/pubmed/37101753 http://dx.doi.org/10.3389/fbioe.2023.1145032 |
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author | Ren, Qi Chu, Zhe Cui, Wei Cheng, Lu Su, Wenjie Cheng, Hao Wu, Jie |
author_facet | Ren, Qi Chu, Zhe Cui, Wei Cheng, Lu Su, Wenjie Cheng, Hao Wu, Jie |
author_sort | Ren, Qi |
collection | PubMed |
description | Purpose: To investigate the relationship between the corneal material stiffness parameter stress-strain index (SSI) and axial length (AL) elongation with varying severities of myopia, based on a mathematical estimation model. Methods: This single-center, cross-sectional study included data from healthy subjects and patients preparing for refractive surgery in the Qingdao Eye Hospital of Shandong First Medical University. Data were collected from July 2021 to April 2022. First, we performed and tested an estimated AL model ( [Formula: see text] ) based on the mathematical equation proposed by Morgan. Second, we proposed an axial increment model ( [Formula: see text] ) corresponding to spherical equivalent error (SER) based on [Formula: see text] ( [Formula: see text] at SER = 0) and subject’s real AL. Finally, we evaluated the variations of [Formula: see text] with SSI changes based on the mathematical estimation model. Results: We found that AL was closely associated with [Formula: see text] (r = 0.91, t = 33.8, p < 0.001) with good consistency and SER was negatively associated with [Formula: see text] (r = −0.89, t = −30.7, p < 0.001). The association of SSI with AL, [Formula: see text] , and [Formula: see text] can be summarized using the following equations: [Formula: see text] , [Formula: see text] , and [Formula: see text] . In adjusted models, SSI was negatively associated with AL (Model 1: β = −2.01, p < 0.001) and [Formula: see text] (Model 3: β = −2.49, p < 0.001) but positively associated with [Formula: see text] (Model 2: β = 0.48, p < 0.05). In addition, SSI was negatively associated with [Formula: see text] among subjects with AL ≥ 26 mm (β = −1.36, p = 0.02). Conclusion: AL increased with decreasing SSI in myopia. |
format | Online Article Text |
id | pubmed-10123270 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-101232702023-04-25 Effect of corneal stiffness decrease on axial length elongation in myopia determined based on a mathematical estimation model Ren, Qi Chu, Zhe Cui, Wei Cheng, Lu Su, Wenjie Cheng, Hao Wu, Jie Front Bioeng Biotechnol Bioengineering and Biotechnology Purpose: To investigate the relationship between the corneal material stiffness parameter stress-strain index (SSI) and axial length (AL) elongation with varying severities of myopia, based on a mathematical estimation model. Methods: This single-center, cross-sectional study included data from healthy subjects and patients preparing for refractive surgery in the Qingdao Eye Hospital of Shandong First Medical University. Data were collected from July 2021 to April 2022. First, we performed and tested an estimated AL model ( [Formula: see text] ) based on the mathematical equation proposed by Morgan. Second, we proposed an axial increment model ( [Formula: see text] ) corresponding to spherical equivalent error (SER) based on [Formula: see text] ( [Formula: see text] at SER = 0) and subject’s real AL. Finally, we evaluated the variations of [Formula: see text] with SSI changes based on the mathematical estimation model. Results: We found that AL was closely associated with [Formula: see text] (r = 0.91, t = 33.8, p < 0.001) with good consistency and SER was negatively associated with [Formula: see text] (r = −0.89, t = −30.7, p < 0.001). The association of SSI with AL, [Formula: see text] , and [Formula: see text] can be summarized using the following equations: [Formula: see text] , [Formula: see text] , and [Formula: see text] . In adjusted models, SSI was negatively associated with AL (Model 1: β = −2.01, p < 0.001) and [Formula: see text] (Model 3: β = −2.49, p < 0.001) but positively associated with [Formula: see text] (Model 2: β = 0.48, p < 0.05). In addition, SSI was negatively associated with [Formula: see text] among subjects with AL ≥ 26 mm (β = −1.36, p = 0.02). Conclusion: AL increased with decreasing SSI in myopia. Frontiers Media S.A. 2023-04-10 /pmc/articles/PMC10123270/ /pubmed/37101753 http://dx.doi.org/10.3389/fbioe.2023.1145032 Text en Copyright © 2023 Ren, Chu, Cui, Cheng, Su, Cheng and Wu. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Bioengineering and Biotechnology Ren, Qi Chu, Zhe Cui, Wei Cheng, Lu Su, Wenjie Cheng, Hao Wu, Jie Effect of corneal stiffness decrease on axial length elongation in myopia determined based on a mathematical estimation model |
title | Effect of corneal stiffness decrease on axial length elongation in myopia determined based on a mathematical estimation model |
title_full | Effect of corneal stiffness decrease on axial length elongation in myopia determined based on a mathematical estimation model |
title_fullStr | Effect of corneal stiffness decrease on axial length elongation in myopia determined based on a mathematical estimation model |
title_full_unstemmed | Effect of corneal stiffness decrease on axial length elongation in myopia determined based on a mathematical estimation model |
title_short | Effect of corneal stiffness decrease on axial length elongation in myopia determined based on a mathematical estimation model |
title_sort | effect of corneal stiffness decrease on axial length elongation in myopia determined based on a mathematical estimation model |
topic | Bioengineering and Biotechnology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10123270/ https://www.ncbi.nlm.nih.gov/pubmed/37101753 http://dx.doi.org/10.3389/fbioe.2023.1145032 |
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