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External Validation of the Lupus Multivariable Outcome Score for Systemic Lupus Erythematosus Trials
OBJECTIVE: Development of new systemic lupus erythematosus (SLE) treatments requires an effective responder index. Toward this end, we have recently developed a new Lupus Multivariable Outcome Score (LuMOS) to optimize discrimination between actively treated patients and those on placebo. We now rep...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Wiley Periodicals, Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9555192/ https://www.ncbi.nlm.nih.gov/pubmed/35962577 http://dx.doi.org/10.1002/acr2.11451 |
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author | Abrahamowicz, Michal Abrahamowicz, Maria Izabela Lipsky, Peter E. |
author_facet | Abrahamowicz, Michal Abrahamowicz, Maria Izabela Lipsky, Peter E. |
author_sort | Abrahamowicz, Michal |
collection | PubMed |
description | OBJECTIVE: Development of new systemic lupus erythematosus (SLE) treatments requires an effective responder index. Toward this end, we have recently developed a new Lupus Multivariable Outcome Score (LuMOS) to optimize discrimination between actively treated patients and those on placebo. We now report on external validation of LuMOS in two independent clinical trials. METHODS: Validation was performed with the Illuminate data sets that evaluated tabalumab (TB) in SLE. To accommodate laboratory results assessed on different platforms, we developed a standardized LuMOS 2.0 model that uses z score transformations of biomarker values. For validation, we calculated LuMOS 2.0 scores at week 52 for all participants. Effect size (ES), with 95% confidence intervals (CIs), compared the ability of LuMOS and the SLE Responder Index‐5 (SRI‐5) to discriminate between outcomes in patients randomized to TB dosage and outcomes in those randomized to a placebo. RESULTS: Mean LuMOS 2.0 scores were significantly higher (P < 0.0001) for the TB groups than the placebo group, including the Illuminate‐1 trial, in which the SRI‐5 did not identify significant treatment effects. For both TB groups in both trials, LuMOS 2.0–based ES indicated moderately strong treatment effects (>0.4) in contrast to weak SRI‐5 effects (<0.25). For monthly TB, LuMOS 2.0–based ES were 0.44 (95% CI: 0.30‐0.59) and 0.54 (95% CI: 0.39‐0.68) for the Illuminate‐1 and Illuminate‐2 trials versus corresponding SRI‐5‐based ES of 0.13 (95% CI: −0.02 to +0.27) and 0.15 (95% CI: 0.01‐0.30). CONCLUSION: LuMOS 2.0 detected significantly greater treatment effects compared with the SRI‐5 in the Illuminate trials. Additional validation of LuMOS 2.0 in trials of non–B cell–directed therapies will be necessary to document its universality as an outcome measure. |
format | Online Article Text |
id | pubmed-9555192 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Wiley Periodicals, Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95551922022-10-16 External Validation of the Lupus Multivariable Outcome Score for Systemic Lupus Erythematosus Trials Abrahamowicz, Michal Abrahamowicz, Maria Izabela Lipsky, Peter E. ACR Open Rheumatol Original Articles OBJECTIVE: Development of new systemic lupus erythematosus (SLE) treatments requires an effective responder index. Toward this end, we have recently developed a new Lupus Multivariable Outcome Score (LuMOS) to optimize discrimination between actively treated patients and those on placebo. We now report on external validation of LuMOS in two independent clinical trials. METHODS: Validation was performed with the Illuminate data sets that evaluated tabalumab (TB) in SLE. To accommodate laboratory results assessed on different platforms, we developed a standardized LuMOS 2.0 model that uses z score transformations of biomarker values. For validation, we calculated LuMOS 2.0 scores at week 52 for all participants. Effect size (ES), with 95% confidence intervals (CIs), compared the ability of LuMOS and the SLE Responder Index‐5 (SRI‐5) to discriminate between outcomes in patients randomized to TB dosage and outcomes in those randomized to a placebo. RESULTS: Mean LuMOS 2.0 scores were significantly higher (P < 0.0001) for the TB groups than the placebo group, including the Illuminate‐1 trial, in which the SRI‐5 did not identify significant treatment effects. For both TB groups in both trials, LuMOS 2.0–based ES indicated moderately strong treatment effects (>0.4) in contrast to weak SRI‐5 effects (<0.25). For monthly TB, LuMOS 2.0–based ES were 0.44 (95% CI: 0.30‐0.59) and 0.54 (95% CI: 0.39‐0.68) for the Illuminate‐1 and Illuminate‐2 trials versus corresponding SRI‐5‐based ES of 0.13 (95% CI: −0.02 to +0.27) and 0.15 (95% CI: 0.01‐0.30). CONCLUSION: LuMOS 2.0 detected significantly greater treatment effects compared with the SRI‐5 in the Illuminate trials. Additional validation of LuMOS 2.0 in trials of non–B cell–directed therapies will be necessary to document its universality as an outcome measure. Wiley Periodicals, Inc. 2022-08-12 /pmc/articles/PMC9555192/ /pubmed/35962577 http://dx.doi.org/10.1002/acr2.11451 Text en © 2022 The Authors. ACR Open Rheumatology published by Wiley Periodicals LLC on behalf of American College of Rheumatology. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. |
spellingShingle | Original Articles Abrahamowicz, Michal Abrahamowicz, Maria Izabela Lipsky, Peter E. External Validation of the Lupus Multivariable Outcome Score for Systemic Lupus Erythematosus Trials |
title | External Validation of the Lupus Multivariable Outcome Score for Systemic Lupus Erythematosus Trials |
title_full | External Validation of the Lupus Multivariable Outcome Score for Systemic Lupus Erythematosus Trials |
title_fullStr | External Validation of the Lupus Multivariable Outcome Score for Systemic Lupus Erythematosus Trials |
title_full_unstemmed | External Validation of the Lupus Multivariable Outcome Score for Systemic Lupus Erythematosus Trials |
title_short | External Validation of the Lupus Multivariable Outcome Score for Systemic Lupus Erythematosus Trials |
title_sort | external validation of the lupus multivariable outcome score for systemic lupus erythematosus trials |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9555192/ https://www.ncbi.nlm.nih.gov/pubmed/35962577 http://dx.doi.org/10.1002/acr2.11451 |
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