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External Validation of a Risk Score for Major Toxicity Among Nonsteroidal Anti‐Inflammatory Drug Users: Real‐World Application
OBJECTIVE: We previously derived and validated a risk score for major nonsteroidal anti‐inflammatory drug (NSAID) toxicity over 1 year among NSAID users in a randomized controlled trial. This work was extended to examine the risk score's performance in an external population using real‐world da...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7231515/ https://www.ncbi.nlm.nih.gov/pubmed/32314877 http://dx.doi.org/10.1002/acr2.11134 |
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author | Solomon, Daniel H. Paynter, Nina P. Guan, Hongshu Kremer, Joel M. |
author_facet | Solomon, Daniel H. Paynter, Nina P. Guan, Hongshu Kremer, Joel M. |
author_sort | Solomon, Daniel H. |
collection | PubMed |
description | OBJECTIVE: We previously derived and validated a risk score for major nonsteroidal anti‐inflammatory drug (NSAID) toxicity over 1 year among NSAID users in a randomized controlled trial. This work was extended to examine the risk score's performance in an external population using real‐world data. METHODS: Patients enrolled in the Corrona Rheumatoid Arthritis (RA) Registry were included if they initiated use of an NSAID. We defined the original risk factors previously identified in the risk score for major NSAID toxicity: age; male sex; history of cardiovascular disease, hypertension, and diabetes; tobacco use; statin use; elevated serum creatinine and hematocrit values; and RA. Additionally, we defined the occurrence of major toxicity, including major adverse cardiovascular events, acute kidney injury, significant gastrointestinal events, and mortality. The original risk factors were assessed in Cox regression examining discrimination and calibration. Low (less than 1%), intermediate (1%‐4%), and high (more than 4%) risk categories for 1‐year risk were applied to the population. RESULTS: A total of 5231 patients from Corrona who had a new NSAID exposure period were included. The original risk score model showed good discrimination (C‐index 0.70). Not all of the original variables were statistically significant in real‐world data. Using the original risk score weights, 1363 (26.1%) patients had predicted risk of less than 1%, 3571 (68.3%) had predicted risk of 1% to 4%, and 297 (5.7%) had predicted risk of more than 4%. CONCLUSION: The original NSAID major toxicity risk score demonstrated good model fit characteristics in this external real‐world cohort. These results suggest that such a risk score is valid in typical practice and could be considered for clinical care. |
format | Online Article Text |
id | pubmed-7231515 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-72315152020-05-19 External Validation of a Risk Score for Major Toxicity Among Nonsteroidal Anti‐Inflammatory Drug Users: Real‐World Application Solomon, Daniel H. Paynter, Nina P. Guan, Hongshu Kremer, Joel M. ACR Open Rheumatol Original Articles OBJECTIVE: We previously derived and validated a risk score for major nonsteroidal anti‐inflammatory drug (NSAID) toxicity over 1 year among NSAID users in a randomized controlled trial. This work was extended to examine the risk score's performance in an external population using real‐world data. METHODS: Patients enrolled in the Corrona Rheumatoid Arthritis (RA) Registry were included if they initiated use of an NSAID. We defined the original risk factors previously identified in the risk score for major NSAID toxicity: age; male sex; history of cardiovascular disease, hypertension, and diabetes; tobacco use; statin use; elevated serum creatinine and hematocrit values; and RA. Additionally, we defined the occurrence of major toxicity, including major adverse cardiovascular events, acute kidney injury, significant gastrointestinal events, and mortality. The original risk factors were assessed in Cox regression examining discrimination and calibration. Low (less than 1%), intermediate (1%‐4%), and high (more than 4%) risk categories for 1‐year risk were applied to the population. RESULTS: A total of 5231 patients from Corrona who had a new NSAID exposure period were included. The original risk score model showed good discrimination (C‐index 0.70). Not all of the original variables were statistically significant in real‐world data. Using the original risk score weights, 1363 (26.1%) patients had predicted risk of less than 1%, 3571 (68.3%) had predicted risk of 1% to 4%, and 297 (5.7%) had predicted risk of more than 4%. CONCLUSION: The original NSAID major toxicity risk score demonstrated good model fit characteristics in this external real‐world cohort. These results suggest that such a risk score is valid in typical practice and could be considered for clinical care. John Wiley and Sons Inc. 2020-04-21 /pmc/articles/PMC7231515/ /pubmed/32314877 http://dx.doi.org/10.1002/acr2.11134 Text en © 2020 The Authors. ACR Open Rheumatology published by Wiley Periodicals, Inc. on behalf of American College of Rheumatology. This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Original Articles Solomon, Daniel H. Paynter, Nina P. Guan, Hongshu Kremer, Joel M. External Validation of a Risk Score for Major Toxicity Among Nonsteroidal Anti‐Inflammatory Drug Users: Real‐World Application |
title | External Validation of a Risk Score for Major Toxicity Among Nonsteroidal Anti‐Inflammatory Drug Users: Real‐World Application |
title_full | External Validation of a Risk Score for Major Toxicity Among Nonsteroidal Anti‐Inflammatory Drug Users: Real‐World Application |
title_fullStr | External Validation of a Risk Score for Major Toxicity Among Nonsteroidal Anti‐Inflammatory Drug Users: Real‐World Application |
title_full_unstemmed | External Validation of a Risk Score for Major Toxicity Among Nonsteroidal Anti‐Inflammatory Drug Users: Real‐World Application |
title_short | External Validation of a Risk Score for Major Toxicity Among Nonsteroidal Anti‐Inflammatory Drug Users: Real‐World Application |
title_sort | external validation of a risk score for major toxicity among nonsteroidal anti‐inflammatory drug users: real‐world application |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7231515/ https://www.ncbi.nlm.nih.gov/pubmed/32314877 http://dx.doi.org/10.1002/acr2.11134 |
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