Download
00417_2024_Article_6395.pdf 951,31KB
WeightNameValue
1000 Titel
  • Bi-Gaussian analysis reveals distinct education-related alterations in spherical equivalent and axial length—results from the Gutenberg Health Study
1000 Autor/in
  1. Hartmann, Alica |
  2. Grabitz, Stephanie Desirée |
  3. Wagner, Felix Mathias |
  4. Wild, Philipp Sebastian |
  5. Müller-Nurasyid, Martina |
  6. Lackner, Karl Johannes |
  7. Beutel, Manfred Elmar |
  8. Münzel, Thomas |
  9. Tüscher, Oliver |
  10. Schattenberg, Jörn Markus |
  11. Pfeiffer, Norbert |
  12. Schuster, Alexander Karl-Georg |
1000 Verlag Springer Berlin Heidelberg
1000 Erscheinungsjahr 2024
1000 Publikationstyp
  1. Artikel |
1000 Online veröffentlicht
  • 2024-03-06
1000 Erschienen in
1000 Quellenangabe
  • 262(6):1819-1828
1000 Copyrightjahr
  • 2024
1000 Lizenz
1000 Verlagsversion
  • https://doi.org/10.1007/s00417-024-06395-z |
  • https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11106185/ |
1000 Publikationsstatus
1000 Begutachtungsstatus
1000 Sprache der Publikation
1000 Abstract/Summary
  • <jats:title>Abstract</jats:title><jats:sec> <jats:title>Purpose</jats:title> <jats:p>The aim of this study is to investigate the distribution of spherical equivalent and axial length in the general population and to analyze the influence of education on spherical equivalent with a focus on ocular biometric parameters.</jats:p> </jats:sec><jats:sec> <jats:title>Methods</jats:title> <jats:p>The Gutenberg Health Study is a population-based cohort study in Mainz, Germany. Participants underwent comprehensive ophthalmologic examinations as part of the 5-year follow-up examination in 2012–2017 including genotyping. The spherical equivalent and axial length distributions were modeled with gaussian mixture models. Regression analysis (on person-individual level) was performed to analyze associations between biometric parameters and educational factors. Mendelian randomization analysis explored the causal effect between spherical equivalent, axial length, and education. Additionally, effect mediation analysis examined the link between spherical equivalent and education.</jats:p> </jats:sec><jats:sec> <jats:title>Results</jats:title> <jats:p>A total of 8532 study participants were included (median age: 57 years, 49% female). The distribution of spherical equivalent and axial length follows a bi-Gaussian function, partially explained by the length of education (i.e., &lt; 11 years education vs. 11–20 years). Mendelian randomization indicated an effect of education on refractive error using a genetic risk score of education as an instrument variable (− 0.35 diopters per SD increase in the instrument, 95% CI, − 0.64–0.05, <jats:italic>p</jats:italic> = 0.02) and an effect of education on axial length (0.63 mm per SD increase in the instrument, 95% CI, 0.22–1.04, <jats:italic>p</jats:italic> = 0.003). Spherical equivalent, axial length and anterior chamber depth were associated with length of education in regression analyses. Mediation analysis revealed that the association between spherical equivalent and education is mainly driven (70%) by alteration in axial length.</jats:p> </jats:sec><jats:sec> <jats:title>Conclusions</jats:title> <jats:p>The distribution of axial length and spherical equivalent is represented by subgroups of the population (bi-Gaussian). This distribution can be partially explained by length of education. The impact of education on spherical equivalent is mainly driven by alteration in axial length.</jats:p> </jats:sec>
1000 Sacherschließung
lokal Female [MeSH]
lokal Follow-Up Studies [MeSH]
lokal Mendelian randomization
lokal Aged [MeSH]
lokal Adult [MeSH]
lokal Educational Status [MeSH]
lokal Humans [MeSH]
lokal Myopia
lokal Middle Aged [MeSH]
lokal Refraction, Ocular/physiology [MeSH]
lokal Refractive Errors/genetics [MeSH]
lokal Biometry
lokal Germany/epidemiology [MeSH]
lokal Refractive Errors/diagnosis [MeSH]
lokal Refractive Errors/physiopathology [MeSH]
lokal Male [MeSH]
lokal Axial Length, Eye/pathology [MeSH]
lokal Gaussian mixture model
lokal Biometry/methods [MeSH]
lokal Normal Distribution [MeSH]
lokal Basic Science
lokal Refraction
1000 Fächerklassifikation (DDC)
1000 Liste der Beteiligten
  1. https://orcid.org/0000-0002-8721-6036|https://frl.publisso.de/adhoc/uri/R3JhYml0eiwgU3RlcGhhbmllIERlc2lyw6ll|https://frl.publisso.de/adhoc/uri/V2FnbmVyLCBGZWxpeCBNYXRoaWFz|https://frl.publisso.de/adhoc/uri/V2lsZCwgUGhpbGlwcCBTZWJhc3RpYW4=|https://frl.publisso.de/adhoc/uri/TcO8bGxlci1OdXJhc3lpZCwgTWFydGluYQ==|https://frl.publisso.de/adhoc/uri/TGFja25lciwgS2FybCBKb2hhbm5lcw==|https://frl.publisso.de/adhoc/uri/QmV1dGVsLCBNYW5mcmVkIEVsbWFy|https://frl.publisso.de/adhoc/uri/TcO8bnplbCwgVGhvbWFz|https://frl.publisso.de/adhoc/uri/VMO8c2NoZXIsIE9saXZlcg==|https://frl.publisso.de/adhoc/uri/U2NoYXR0ZW5iZXJnLCBKw7ZybiBNYXJrdXM=|https://frl.publisso.de/adhoc/uri/UGZlaWZmZXIsIE5vcmJlcnQ=|https://frl.publisso.de/adhoc/uri/U2NodXN0ZXIsIEFsZXhhbmRlciBLYXJsLUdlb3Jn
1000 Hinweis
  • DeepGreen-ID: 07591f75433b49379d201cbe62c0908f ; metadata provieded by: DeepGreen (https://www.oa-deepgreen.de/api/v1/), LIVIVO search scope life sciences (http://z3950.zbmed.de:6210/livivo), Crossref Unified Resource API (https://api.crossref.org/swagger-ui/index.html), to.science.api (https://frl.publisso.de/), ZDB JSON-API (beta) (https://zeitschriftendatenbank.de/api/), lobid - Dateninfrastruktur für Bibliotheken (https://lobid.org/resources/search)
1000 Label
1000 Förderer
  1. Government of Rhineland-Palatine |
  2. Universitätsmedizin der Johannes Gutenberg-Universität Mainz |
1000 Fördernummer
  1. -
  2. -
1000 Förderprogramm
  1. -
  2. -
1000 Dateien
1000 Förderung
  1. 1000 joinedFunding-child
    1000 Förderer Government of Rhineland-Palatine |
    1000 Förderprogramm -
    1000 Fördernummer -
  2. 1000 joinedFunding-child
    1000 Förderer Universitätsmedizin der Johannes Gutenberg-Universität Mainz |
    1000 Förderprogramm -
    1000 Fördernummer -
1000 Objektart article
1000 Beschrieben durch
1000 @id frl:6518019.rdf
1000 Erstellt am 2025-07-05T08:18:24.469+0200
1000 Erstellt von 322
1000 beschreibt frl:6518019
1000 Zuletzt bearbeitet 2025-08-19T10:18:05.927+0200
1000 Objekt bearb. Tue Aug 19 10:18:05 CEST 2025
1000 Vgl. frl:6518019
1000 Oai Id
  1. oai:frl.publisso.de:frl:6518019 |
1000 Sichtbarkeit Metadaten public
1000 Sichtbarkeit Daten public
1000 Gegenstand von

View source