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Sensitive Detection of Therapeutic Efficacy with the ETDRS Diabetic Retinopathy Severity Scale
BACKGROUND: The Early Treatment Diabetic Retinopathy Study Diabetic Retinopathy Severity Scale (DRSS) is a standard approach to measure diabetic retinopathy (DR) severity. Many clinical trials evaluating drug intervention for DR rely upon demonstration of a therapeutic effect through measurement of...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7751690/ https://www.ncbi.nlm.nih.gov/pubmed/33364743 http://dx.doi.org/10.2147/OPTH.S286527 |
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author | Zhang, Jiameng Strauss, Erich C |
author_facet | Zhang, Jiameng Strauss, Erich C |
author_sort | Zhang, Jiameng |
collection | PubMed |
description | BACKGROUND: The Early Treatment Diabetic Retinopathy Study Diabetic Retinopathy Severity Scale (DRSS) is a standard approach to measure diabetic retinopathy (DR) severity. Many clinical trials evaluating drug intervention for DR rely upon demonstration of a therapeutic effect through measurement of a 2- or 3-step improvement or progression on the DRSS; however, these binary endpoints require a relatively large sample size for a reliable estimate of therapeutic efficacy, especially when the SOC (eg, anti-VEGF) is used as a control. This study was designed to evaluate the sensitivity and statistical efficiency of detecting a drug effect in DR across different DRSS endpoints, and present alternative analytical approaches to enable smaller-size DR trials for detecting a reliable efficacy signal before moving into larger confirmatory DR trials. METHODS: Data from two randomized, double-blinded, controlled Phase III trials, that enrolled patients with decreased vision due to center-involved DME and the presence of macular edema documented on optical coherence tomography and simulated data, were used for this study. Changes in DRSS steps during a 3-month period from patients (n=205) with no active intervention were used to confirm the reliability of DRSS outcomes. A simulation study compared sensitivity and statistical efficiency across different DRSS endpoints. RESULTS: The standard deviation of step change between baseline and month 3 DRSS across different steps at baseline were all within 1 step, confirming the reliability of DRSS measure by each step. Efficiency of detecting reliable therapeutic efficacy was augmented when treatment effect in improvement and progression was evaluated together; highest sensitivity was observed when change in DRSS steps was used directly as an endpoint. CONCLUSION: DRSS step change may provide more robust sensitivity and statistical efficiency. It is therefore a more cost-effective endpoint for the detection of therapeutic efficacy signal in drug discoveries in DR. |
format | Online Article Text |
id | pubmed-7751690 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Dove |
record_format | MEDLINE/PubMed |
spelling | pubmed-77516902020-12-22 Sensitive Detection of Therapeutic Efficacy with the ETDRS Diabetic Retinopathy Severity Scale Zhang, Jiameng Strauss, Erich C Clin Ophthalmol Original Research BACKGROUND: The Early Treatment Diabetic Retinopathy Study Diabetic Retinopathy Severity Scale (DRSS) is a standard approach to measure diabetic retinopathy (DR) severity. Many clinical trials evaluating drug intervention for DR rely upon demonstration of a therapeutic effect through measurement of a 2- or 3-step improvement or progression on the DRSS; however, these binary endpoints require a relatively large sample size for a reliable estimate of therapeutic efficacy, especially when the SOC (eg, anti-VEGF) is used as a control. This study was designed to evaluate the sensitivity and statistical efficiency of detecting a drug effect in DR across different DRSS endpoints, and present alternative analytical approaches to enable smaller-size DR trials for detecting a reliable efficacy signal before moving into larger confirmatory DR trials. METHODS: Data from two randomized, double-blinded, controlled Phase III trials, that enrolled patients with decreased vision due to center-involved DME and the presence of macular edema documented on optical coherence tomography and simulated data, were used for this study. Changes in DRSS steps during a 3-month period from patients (n=205) with no active intervention were used to confirm the reliability of DRSS outcomes. A simulation study compared sensitivity and statistical efficiency across different DRSS endpoints. RESULTS: The standard deviation of step change between baseline and month 3 DRSS across different steps at baseline were all within 1 step, confirming the reliability of DRSS measure by each step. Efficiency of detecting reliable therapeutic efficacy was augmented when treatment effect in improvement and progression was evaluated together; highest sensitivity was observed when change in DRSS steps was used directly as an endpoint. CONCLUSION: DRSS step change may provide more robust sensitivity and statistical efficiency. It is therefore a more cost-effective endpoint for the detection of therapeutic efficacy signal in drug discoveries in DR. Dove 2020-12-16 /pmc/articles/PMC7751690/ /pubmed/33364743 http://dx.doi.org/10.2147/OPTH.S286527 Text en © 2020 Zhang and Strauss. http://creativecommons.org/licenses/by-nc/3.0/ This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php). |
spellingShingle | Original Research Zhang, Jiameng Strauss, Erich C Sensitive Detection of Therapeutic Efficacy with the ETDRS Diabetic Retinopathy Severity Scale |
title | Sensitive Detection of Therapeutic Efficacy with the ETDRS Diabetic Retinopathy Severity Scale |
title_full | Sensitive Detection of Therapeutic Efficacy with the ETDRS Diabetic Retinopathy Severity Scale |
title_fullStr | Sensitive Detection of Therapeutic Efficacy with the ETDRS Diabetic Retinopathy Severity Scale |
title_full_unstemmed | Sensitive Detection of Therapeutic Efficacy with the ETDRS Diabetic Retinopathy Severity Scale |
title_short | Sensitive Detection of Therapeutic Efficacy with the ETDRS Diabetic Retinopathy Severity Scale |
title_sort | sensitive detection of therapeutic efficacy with the etdrs diabetic retinopathy severity scale |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7751690/ https://www.ncbi.nlm.nih.gov/pubmed/33364743 http://dx.doi.org/10.2147/OPTH.S286527 |
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