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Staged use of ordinal and linear disability scales: a practical approach to granular assessment of acute stroke outcome
BACKGROUND: The modified Rankin Scale (mRS) assessment of global disability is the most common primary endpoint in acute stroke trials but lacks granularity (7 broad levels) and is ordinal (scale levels unknown distances apart), which constrains study power. Disability scales that are linear and con...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10344771/ https://www.ncbi.nlm.nih.gov/pubmed/37456628 http://dx.doi.org/10.3389/fneur.2023.1174686 |
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author | Chaisinanunkul, Napasri Starkman, Sidney Gornbein, Jeffrey Hamilton, Scott Chatfield, Fiona Conwit, Robin Saver, Jeffrey L. |
author_facet | Chaisinanunkul, Napasri Starkman, Sidney Gornbein, Jeffrey Hamilton, Scott Chatfield, Fiona Conwit, Robin Saver, Jeffrey L. |
author_sort | Chaisinanunkul, Napasri |
collection | PubMed |
description | BACKGROUND: The modified Rankin Scale (mRS) assessment of global disability is the most common primary endpoint in acute stroke trials but lacks granularity (7 broad levels) and is ordinal (scale levels unknown distances apart), which constrains study power. Disability scales that are linear and continuous may better discriminate outcomes, but computerized administration in stroke patients is challenging. We, therefore, undertook to develop a staged use of an ordinal followed by a linear scale practical to use in multicenter trials. METHODS: Consecutive patients undergoing 3-month final visits in the NIH FAST-MAG phase 3 trial were assessed with the mRS followed by 15 mRS level-specific yes–no items of the Academic Medical Center Linear Disability Score (ALDS), a linear disability scale derived using item response theory. RESULTS: Among 55 patients, aged 71.2 (SD ± 14.2), 67% were men and the entry NIHSS was 10.7 (SD ± 9.5). At 90 days, the median mRS score was 3 (IQR, 1–4), and the median ALDS score was 78.8 (IQR, 3.3–100). ALDS scores correlated strongly with 90 days outcome measures, including the Barthel Index (r = 0.92), NIHSS (r = 0.87), and mRS (r = 0.94). ALDS scores also correlated modestly with entry NIHSS (r = 0.38). At 90 days, the ALDS showed greater scale granularity than the mRS, with fewer patients with identical values, 1.9 (SD ± 3.2) vs. 8.0 (SD ± 3.6), p < 0.001. When treatment effect magnitudes were small to moderate, projected trial sample size requirements were 2–12-fold lower when the ALDS rather than the mRS was used as the primary trial endpoint. CONCLUSION: Among patients enrolled in an acute neuroprotective stroke trial, the ALDS showed strong convergent validity and superior discrimination characteristics compared with the modified Rankin Scale and increased projected trial power to detect clinically meaningful treatment benefits. |
format | Online Article Text |
id | pubmed-10344771 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-103447712023-07-15 Staged use of ordinal and linear disability scales: a practical approach to granular assessment of acute stroke outcome Chaisinanunkul, Napasri Starkman, Sidney Gornbein, Jeffrey Hamilton, Scott Chatfield, Fiona Conwit, Robin Saver, Jeffrey L. Front Neurol Neurology BACKGROUND: The modified Rankin Scale (mRS) assessment of global disability is the most common primary endpoint in acute stroke trials but lacks granularity (7 broad levels) and is ordinal (scale levels unknown distances apart), which constrains study power. Disability scales that are linear and continuous may better discriminate outcomes, but computerized administration in stroke patients is challenging. We, therefore, undertook to develop a staged use of an ordinal followed by a linear scale practical to use in multicenter trials. METHODS: Consecutive patients undergoing 3-month final visits in the NIH FAST-MAG phase 3 trial were assessed with the mRS followed by 15 mRS level-specific yes–no items of the Academic Medical Center Linear Disability Score (ALDS), a linear disability scale derived using item response theory. RESULTS: Among 55 patients, aged 71.2 (SD ± 14.2), 67% were men and the entry NIHSS was 10.7 (SD ± 9.5). At 90 days, the median mRS score was 3 (IQR, 1–4), and the median ALDS score was 78.8 (IQR, 3.3–100). ALDS scores correlated strongly with 90 days outcome measures, including the Barthel Index (r = 0.92), NIHSS (r = 0.87), and mRS (r = 0.94). ALDS scores also correlated modestly with entry NIHSS (r = 0.38). At 90 days, the ALDS showed greater scale granularity than the mRS, with fewer patients with identical values, 1.9 (SD ± 3.2) vs. 8.0 (SD ± 3.6), p < 0.001. When treatment effect magnitudes were small to moderate, projected trial sample size requirements were 2–12-fold lower when the ALDS rather than the mRS was used as the primary trial endpoint. CONCLUSION: Among patients enrolled in an acute neuroprotective stroke trial, the ALDS showed strong convergent validity and superior discrimination characteristics compared with the modified Rankin Scale and increased projected trial power to detect clinically meaningful treatment benefits. Frontiers Media S.A. 2023-06-28 /pmc/articles/PMC10344771/ /pubmed/37456628 http://dx.doi.org/10.3389/fneur.2023.1174686 Text en Copyright © 2023 Chaisinanunkul, Starkman, Gornbein, Hamilton, Chatfield, Conwit and Saver. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neurology Chaisinanunkul, Napasri Starkman, Sidney Gornbein, Jeffrey Hamilton, Scott Chatfield, Fiona Conwit, Robin Saver, Jeffrey L. Staged use of ordinal and linear disability scales: a practical approach to granular assessment of acute stroke outcome |
title | Staged use of ordinal and linear disability scales: a practical approach to granular assessment of acute stroke outcome |
title_full | Staged use of ordinal and linear disability scales: a practical approach to granular assessment of acute stroke outcome |
title_fullStr | Staged use of ordinal and linear disability scales: a practical approach to granular assessment of acute stroke outcome |
title_full_unstemmed | Staged use of ordinal and linear disability scales: a practical approach to granular assessment of acute stroke outcome |
title_short | Staged use of ordinal and linear disability scales: a practical approach to granular assessment of acute stroke outcome |
title_sort | staged use of ordinal and linear disability scales: a practical approach to granular assessment of acute stroke outcome |
topic | Neurology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10344771/ https://www.ncbi.nlm.nih.gov/pubmed/37456628 http://dx.doi.org/10.3389/fneur.2023.1174686 |
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