Mathematical estimation of axial length increment in the control of myopia progression

Detalhes bibliográficos
Autor(a) principal: Queirós, A.
Data de Publicação: 2022
Outros Autores: Sousa, Ana Carvalho Amorim de, Fernandes, Paulo, Queirós, Maria Sameiro Ribeiro, Villa-Collar, César, González-Méijome, José Manuel
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: https://hdl.handle.net/1822/81012
Resumo: This study aims to evaluate the existing mathematical approach for the theoretical estimation of axial length (AL) in a cross-sectional study, developing a new mathematical model and testing it in a longitudinal sample. Many professionals do not have a device to measure the AL due to clinic space and cost of equipment. However, this parameter plays an important role in the assessment of myopia progression to monitor treatment effects with myopia control strategies. First, a cross-sectional study based on the mathematical equation proposed by Morgan was performed. The AL was estimated based on the mean values of keratometry and spherical equivalent in 1783 subjects (52% female), aged 14.6 ± 4.6 years (6 to 25 years), of whom 738 were myopic, 770 emmetropic and 275 hyperopic. On average, the AL estimated with the Morgan formula was 0.25 ± 0.48 mm larger than the real AL value (95% limits of agreement: +0.70 to −1.20 mm). The study by gender, ametropia, type of astigmatism and age showed statistically significant differences between the real AL and predicted AL_Morgan (r > 0.750, spearman). Based on the previous sample, a multiple linear regression was applied, and a new mathematical model was proposed. The model was tested on a longitudinal sample of 152 subjects whose mean age was 13.3 ± 3.1 years (9 to 24 years) and of whom 96 were female (64%). The sample consisted of 46 myopes, 82 emmetropes and 24 hyperopes. The longitudinal study of the differences in axial length at one year between the models showed no statistically significant differences and that the mathematical equations are valid for estimating differences in axial increment for ages between 9 and 24 years, despite errors in the predicted value for axial length.
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spelling Mathematical estimation of axial length increment in the control of myopia progressionAxial lengthKeratometryRefractionControl of myopia progressionScience & TechnologyThis study aims to evaluate the existing mathematical approach for the theoretical estimation of axial length (AL) in a cross-sectional study, developing a new mathematical model and testing it in a longitudinal sample. Many professionals do not have a device to measure the AL due to clinic space and cost of equipment. However, this parameter plays an important role in the assessment of myopia progression to monitor treatment effects with myopia control strategies. First, a cross-sectional study based on the mathematical equation proposed by Morgan was performed. The AL was estimated based on the mean values of keratometry and spherical equivalent in 1783 subjects (52% female), aged 14.6 ± 4.6 years (6 to 25 years), of whom 738 were myopic, 770 emmetropic and 275 hyperopic. On average, the AL estimated with the Morgan formula was 0.25 ± 0.48 mm larger than the real AL value (95% limits of agreement: +0.70 to −1.20 mm). The study by gender, ametropia, type of astigmatism and age showed statistically significant differences between the real AL and predicted AL_Morgan (r > 0.750, spearman). Based on the previous sample, a multiple linear regression was applied, and a new mathematical model was proposed. The model was tested on a longitudinal sample of 152 subjects whose mean age was 13.3 ± 3.1 years (9 to 24 years) and of whom 96 were female (64%). The sample consisted of 46 myopes, 82 emmetropes and 24 hyperopes. The longitudinal study of the differences in axial length at one year between the models showed no statistically significant differences and that the mathematical equations are valid for estimating differences in axial increment for ages between 9 and 24 years, despite errors in the predicted value for axial length.This work was supported by the Portuguese Foundation for Science and Technology (FCT) in the framework of the Strategic Funding UIDB/04650/2020 at Center of Physics, UMinho, and predoctoral grant SFRH/BD/136684/2018 to A.A.-d.-S.Multidisciplinary Digital Publishing Institute (MDPI)Universidade do MinhoQueirós, A.Sousa, Ana Carvalho Amorim deFernandes, PauloQueirós, Maria Sameiro RibeiroVilla-Collar, CésarGonzález-Méijome, José Manuel2022-10-202022-10-20T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://hdl.handle.net/1822/81012engQueirós, A.; Amorim-de-Sousa, A.; Fernandes, P.; Ribeiro-Queirós, M.S.; Villa-Collar, C.; González-Méijome, J.M. Mathematical Estimation of Axial Length Increment in the Control of Myopia Progression. J. Clin. Med. 2022, 11, 6200. https://doi.org/10.3390/jcm112062002077-038310.3390/jcm112062006200https://www.mdpi.com/2077-0383/11/20/6200info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-07-21T12:34:17Zoai:repositorium.sdum.uminho.pt:1822/81012Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T19:29:58.554979Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Mathematical estimation of axial length increment in the control of myopia progression
title Mathematical estimation of axial length increment in the control of myopia progression
spellingShingle Mathematical estimation of axial length increment in the control of myopia progression
Queirós, A.
Axial length
Keratometry
Refraction
Control of myopia progression
Science & Technology
title_short Mathematical estimation of axial length increment in the control of myopia progression
title_full Mathematical estimation of axial length increment in the control of myopia progression
title_fullStr Mathematical estimation of axial length increment in the control of myopia progression
title_full_unstemmed Mathematical estimation of axial length increment in the control of myopia progression
title_sort Mathematical estimation of axial length increment in the control of myopia progression
author Queirós, A.
author_facet Queirós, A.
Sousa, Ana Carvalho Amorim de
Fernandes, Paulo
Queirós, Maria Sameiro Ribeiro
Villa-Collar, César
González-Méijome, José Manuel
author_role author
author2 Sousa, Ana Carvalho Amorim de
Fernandes, Paulo
Queirós, Maria Sameiro Ribeiro
Villa-Collar, César
González-Méijome, José Manuel
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Queirós, A.
Sousa, Ana Carvalho Amorim de
Fernandes, Paulo
Queirós, Maria Sameiro Ribeiro
Villa-Collar, César
González-Méijome, José Manuel
dc.subject.por.fl_str_mv Axial length
Keratometry
Refraction
Control of myopia progression
Science & Technology
topic Axial length
Keratometry
Refraction
Control of myopia progression
Science & Technology
description This study aims to evaluate the existing mathematical approach for the theoretical estimation of axial length (AL) in a cross-sectional study, developing a new mathematical model and testing it in a longitudinal sample. Many professionals do not have a device to measure the AL due to clinic space and cost of equipment. However, this parameter plays an important role in the assessment of myopia progression to monitor treatment effects with myopia control strategies. First, a cross-sectional study based on the mathematical equation proposed by Morgan was performed. The AL was estimated based on the mean values of keratometry and spherical equivalent in 1783 subjects (52% female), aged 14.6 ± 4.6 years (6 to 25 years), of whom 738 were myopic, 770 emmetropic and 275 hyperopic. On average, the AL estimated with the Morgan formula was 0.25 ± 0.48 mm larger than the real AL value (95% limits of agreement: +0.70 to −1.20 mm). The study by gender, ametropia, type of astigmatism and age showed statistically significant differences between the real AL and predicted AL_Morgan (r > 0.750, spearman). Based on the previous sample, a multiple linear regression was applied, and a new mathematical model was proposed. The model was tested on a longitudinal sample of 152 subjects whose mean age was 13.3 ± 3.1 years (9 to 24 years) and of whom 96 were female (64%). The sample consisted of 46 myopes, 82 emmetropes and 24 hyperopes. The longitudinal study of the differences in axial length at one year between the models showed no statistically significant differences and that the mathematical equations are valid for estimating differences in axial increment for ages between 9 and 24 years, despite errors in the predicted value for axial length.
publishDate 2022
dc.date.none.fl_str_mv 2022-10-20
2022-10-20T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://hdl.handle.net/1822/81012
url https://hdl.handle.net/1822/81012
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Queirós, A.; Amorim-de-Sousa, A.; Fernandes, P.; Ribeiro-Queirós, M.S.; Villa-Collar, C.; González-Méijome, J.M. Mathematical Estimation of Axial Length Increment in the Control of Myopia Progression. J. Clin. Med. 2022, 11, 6200. https://doi.org/10.3390/jcm11206200
2077-0383
10.3390/jcm11206200
6200
https://www.mdpi.com/2077-0383/11/20/6200
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Multidisciplinary Digital Publishing Institute (MDPI)
publisher.none.fl_str_mv Multidisciplinary Digital Publishing Institute (MDPI)
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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