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Genetic Risk Score Analysis Supports a Joint View of Two Classification Systems for Age-Related Macular Degeneration
PURPOSE: The purpose of this study was to evaluate the utility of combining the Clinical Classification (CC) and the Three Continent age-related macular degeneration (AMD) Consortium Severity Scale (3CACSS) for classification of AMD. METHODS: In two independent cross-sectional datasets of our popula...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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The Association for Research in Vision and Ophthalmology
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10511022/ https://www.ncbi.nlm.nih.gov/pubmed/37721739 http://dx.doi.org/10.1167/iovs.64.12.31 |
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author | Herold, Janina M. Zimmermann, Martina E. Gorski, Mathias Günther, Felix Weber, Bernhard H. F. Helbig, Horst Stark, Klaus J. Heid, Iris M. Brandl, Caroline |
author_facet | Herold, Janina M. Zimmermann, Martina E. Gorski, Mathias Günther, Felix Weber, Bernhard H. F. Helbig, Horst Stark, Klaus J. Heid, Iris M. Brandl, Caroline |
author_sort | Herold, Janina M. |
collection | PubMed |
description | PURPOSE: The purpose of this study was to evaluate the utility of combining the Clinical Classification (CC) and the Three Continent age-related macular degeneration (AMD) Consortium Severity Scale (3CACSS) for classification of AMD. METHODS: In two independent cross-sectional datasets of our population-based AugUR study (Altersbezogene Untersuchungen zur Gesundheit der Universität Regensburg), we graded AMD via color fundus images applying two established classification systems (CC and 3CACSS). We calculated the genetic risk score (GRS) across 50 previously identified variants for late AMD, its association via logistic regression, and area under the curve (AUC) for each AMD stage. RESULTS: We analyzed 2188 persons aged 70 to 95 years. When comparing the two classification systems, we found a distinct pattern: CC “age-related changes” and CC “early AMD” distinguished individuals with 3CACSS “no AMD”; 3CACSS “mild/moderate/severe early AMD” stages, and distinguished CC “intermediate AMD”. This suggested a 7-step scale combining the 2 systems: (i) “no AMD”, (ii) “age-related changes”, (iii) “very early AMD”, (i.e. CC “early”), (iv) “mild early AMD”, (v) “moderate early AMD”, (vi) “severe early AMD”, and (vii) “late AMD”. GRS association and diagnostic accuracy increased stepwise by increased AMD severity in the 7-step scale and by increased restriction of controls (e.g. for CC “no AMD without age-related changes”: AUC = 55.1%, 95% confidence interval [CI] = 51.6, 58.6, AUC = 62.3%, 95% CI = 59.1, 65.6, AUC = 63.8%, 95% CI = 59.3, 68.3, AUC = 78.1%, 95% CI = 73.6, 82.5, AUC = 82.2%, 95% CI = 78.4, 86.0, and AUC = 79.2%, 95% CI = 75.4, 83.0). A stepwise increase was also observed by increased drusen size and area. CONCLUSIONS: The utility of a 7-step scale is supported by our clinical and GRS data. This harmonization and full data integration provides an immediate simplification over using either CC or 3CACSS and helps to sharpen the control group. |
format | Online Article Text |
id | pubmed-10511022 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | The Association for Research in Vision and Ophthalmology |
record_format | MEDLINE/PubMed |
spelling | pubmed-105110222023-09-21 Genetic Risk Score Analysis Supports a Joint View of Two Classification Systems for Age-Related Macular Degeneration Herold, Janina M. Zimmermann, Martina E. Gorski, Mathias Günther, Felix Weber, Bernhard H. F. Helbig, Horst Stark, Klaus J. Heid, Iris M. Brandl, Caroline Invest Ophthalmol Vis Sci Clinical and Epidemiologic Research PURPOSE: The purpose of this study was to evaluate the utility of combining the Clinical Classification (CC) and the Three Continent age-related macular degeneration (AMD) Consortium Severity Scale (3CACSS) for classification of AMD. METHODS: In two independent cross-sectional datasets of our population-based AugUR study (Altersbezogene Untersuchungen zur Gesundheit der Universität Regensburg), we graded AMD via color fundus images applying two established classification systems (CC and 3CACSS). We calculated the genetic risk score (GRS) across 50 previously identified variants for late AMD, its association via logistic regression, and area under the curve (AUC) for each AMD stage. RESULTS: We analyzed 2188 persons aged 70 to 95 years. When comparing the two classification systems, we found a distinct pattern: CC “age-related changes” and CC “early AMD” distinguished individuals with 3CACSS “no AMD”; 3CACSS “mild/moderate/severe early AMD” stages, and distinguished CC “intermediate AMD”. This suggested a 7-step scale combining the 2 systems: (i) “no AMD”, (ii) “age-related changes”, (iii) “very early AMD”, (i.e. CC “early”), (iv) “mild early AMD”, (v) “moderate early AMD”, (vi) “severe early AMD”, and (vii) “late AMD”. GRS association and diagnostic accuracy increased stepwise by increased AMD severity in the 7-step scale and by increased restriction of controls (e.g. for CC “no AMD without age-related changes”: AUC = 55.1%, 95% confidence interval [CI] = 51.6, 58.6, AUC = 62.3%, 95% CI = 59.1, 65.6, AUC = 63.8%, 95% CI = 59.3, 68.3, AUC = 78.1%, 95% CI = 73.6, 82.5, AUC = 82.2%, 95% CI = 78.4, 86.0, and AUC = 79.2%, 95% CI = 75.4, 83.0). A stepwise increase was also observed by increased drusen size and area. CONCLUSIONS: The utility of a 7-step scale is supported by our clinical and GRS data. This harmonization and full data integration provides an immediate simplification over using either CC or 3CACSS and helps to sharpen the control group. The Association for Research in Vision and Ophthalmology 2023-09-18 /pmc/articles/PMC10511022/ /pubmed/37721739 http://dx.doi.org/10.1167/iovs.64.12.31 Text en Copyright 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. |
spellingShingle | Clinical and Epidemiologic Research Herold, Janina M. Zimmermann, Martina E. Gorski, Mathias Günther, Felix Weber, Bernhard H. F. Helbig, Horst Stark, Klaus J. Heid, Iris M. Brandl, Caroline Genetic Risk Score Analysis Supports a Joint View of Two Classification Systems for Age-Related Macular Degeneration |
title | Genetic Risk Score Analysis Supports a Joint View of Two Classification Systems for Age-Related Macular Degeneration |
title_full | Genetic Risk Score Analysis Supports a Joint View of Two Classification Systems for Age-Related Macular Degeneration |
title_fullStr | Genetic Risk Score Analysis Supports a Joint View of Two Classification Systems for Age-Related Macular Degeneration |
title_full_unstemmed | Genetic Risk Score Analysis Supports a Joint View of Two Classification Systems for Age-Related Macular Degeneration |
title_short | Genetic Risk Score Analysis Supports a Joint View of Two Classification Systems for Age-Related Macular Degeneration |
title_sort | genetic risk score analysis supports a joint view of two classification systems for age-related macular degeneration |
topic | Clinical and Epidemiologic Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10511022/ https://www.ncbi.nlm.nih.gov/pubmed/37721739 http://dx.doi.org/10.1167/iovs.64.12.31 |
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