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Quantifying the morphology of eyeballs with posterior staphyloma with Zernike polynomials
Purpose: To quantify the morphology of eyeballs with posterior staphyloma (PS) with Zernike decomposition and to explore the association between Zernike coefficients with existing PS classification. Methods: Fifty-three eyes with high myopia (HM, ≤-6.00D) and 30 with PS were included. PS was classif...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10034088/ https://www.ncbi.nlm.nih.gov/pubmed/36970611 http://dx.doi.org/10.3389/fbioe.2023.1126543 |
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author | Rong, Hua Liu, Lin Liu, Yuling Fu, Wanzeng Xu, He Yu, Danyang Wu, Di Du, Bei Zhang, Xuejun Zhang, Bin Wei, Ruihua |
author_facet | Rong, Hua Liu, Lin Liu, Yuling Fu, Wanzeng Xu, He Yu, Danyang Wu, Di Du, Bei Zhang, Xuejun Zhang, Bin Wei, Ruihua |
author_sort | Rong, Hua |
collection | PubMed |
description | Purpose: To quantify the morphology of eyeballs with posterior staphyloma (PS) with Zernike decomposition and to explore the association between Zernike coefficients with existing PS classification. Methods: Fifty-three eyes with high myopia (HM, ≤-6.00D) and 30 with PS were included. PS was classified with traditional methods based on OCT findings. Eyeballs’ morphology was obtained with 3D MRI, from which the height map of the posterior surface was extracted. Zernike decomposition was performed to derive the coefficients of the 1st-27th items, which were compared between HM and PS eyes with the Mann-Whitney-U test. Receiver operating characteristics (ROC) analysis was used to test the effectiveness of using Zernike coefficients to discriminate PS from HM. Results: Compared to HM eyeballs, PS eyeballs had significantly increased vertical and horizontal tilt, oblique astigmatism, defocus, vertical and horizontal coma, and higher order aberrations (HOA) (all Ps < 0.05). HOA was the most effective in PS classification with an area under the ROC curve (AUROC) value of 0.977. Among the 30 PS, 19 were the wide macular type with large defocus and negative spherical aberration; 4 were the narrow macular type with positive spherical aberration; 3 were inferior PS with greater vertical tilt, and 4were peripapillary PS with larger horizontal tilt. Conclusion: PS eyes have significantly increased Zernike coefficients, and HOA is the most effective parameter to differentiate PS from HM. The geometrical meaning of the Zernike components showed great accordance with PS classification. |
format | Online Article Text |
id | pubmed-10034088 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-100340882023-03-24 Quantifying the morphology of eyeballs with posterior staphyloma with Zernike polynomials Rong, Hua Liu, Lin Liu, Yuling Fu, Wanzeng Xu, He Yu, Danyang Wu, Di Du, Bei Zhang, Xuejun Zhang, Bin Wei, Ruihua Front Bioeng Biotechnol Bioengineering and Biotechnology Purpose: To quantify the morphology of eyeballs with posterior staphyloma (PS) with Zernike decomposition and to explore the association between Zernike coefficients with existing PS classification. Methods: Fifty-three eyes with high myopia (HM, ≤-6.00D) and 30 with PS were included. PS was classified with traditional methods based on OCT findings. Eyeballs’ morphology was obtained with 3D MRI, from which the height map of the posterior surface was extracted. Zernike decomposition was performed to derive the coefficients of the 1st-27th items, which were compared between HM and PS eyes with the Mann-Whitney-U test. Receiver operating characteristics (ROC) analysis was used to test the effectiveness of using Zernike coefficients to discriminate PS from HM. Results: Compared to HM eyeballs, PS eyeballs had significantly increased vertical and horizontal tilt, oblique astigmatism, defocus, vertical and horizontal coma, and higher order aberrations (HOA) (all Ps < 0.05). HOA was the most effective in PS classification with an area under the ROC curve (AUROC) value of 0.977. Among the 30 PS, 19 were the wide macular type with large defocus and negative spherical aberration; 4 were the narrow macular type with positive spherical aberration; 3 were inferior PS with greater vertical tilt, and 4were peripapillary PS with larger horizontal tilt. Conclusion: PS eyes have significantly increased Zernike coefficients, and HOA is the most effective parameter to differentiate PS from HM. The geometrical meaning of the Zernike components showed great accordance with PS classification. Frontiers Media S.A. 2023-03-09 /pmc/articles/PMC10034088/ /pubmed/36970611 http://dx.doi.org/10.3389/fbioe.2023.1126543 Text en Copyright © 2023 Rong, Liu, Liu, Fu, Xu, Yu, Wu, Du, Zhang, Zhang and Wei. 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 Rong, Hua Liu, Lin Liu, Yuling Fu, Wanzeng Xu, He Yu, Danyang Wu, Di Du, Bei Zhang, Xuejun Zhang, Bin Wei, Ruihua Quantifying the morphology of eyeballs with posterior staphyloma with Zernike polynomials |
title | Quantifying the morphology of eyeballs with posterior staphyloma with Zernike polynomials |
title_full | Quantifying the morphology of eyeballs with posterior staphyloma with Zernike polynomials |
title_fullStr | Quantifying the morphology of eyeballs with posterior staphyloma with Zernike polynomials |
title_full_unstemmed | Quantifying the morphology of eyeballs with posterior staphyloma with Zernike polynomials |
title_short | Quantifying the morphology of eyeballs with posterior staphyloma with Zernike polynomials |
title_sort | quantifying the morphology of eyeballs with posterior staphyloma with zernike polynomials |
topic | Bioengineering and Biotechnology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10034088/ https://www.ncbi.nlm.nih.gov/pubmed/36970611 http://dx.doi.org/10.3389/fbioe.2023.1126543 |
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