TY - JOUR
T1 - Utility-Weighted Modified Rankin Scale Scores for the Assessment of Stroke Outcome
T2 - Pooled Analysis of 20 000+ Patients
AU - Wang, Xia
AU - Moullaali, Tom J.
AU - Li, Qiang
AU - Berge, Eivind
AU - Robinson, Thompson G.
AU - Lindley, Richard
AU - Zheng, Danni
AU - Delcourt, Candice
AU - Arima, Hisatomi
AU - Song, Lili
AU - Chen, Xiaoying
AU - Yang, Jie
AU - Chalmers, John
AU - Anderson, C.
AU - Sandset, Else Charlotte
PY - 2020/8
Y1 - 2020/8
N2 - Background and Purpose: Patient-centered care prioritizes patient beliefs and values towards wellbeing. We aimed to map functional status (modified Rankin Scale [MRS] scores) and health-related quality of life on the European Quality of Life 5-dimensional questionnaire (EQ-5D) to derive utility-weighted (UW) stroke outcome measures and test their statistical properties and construct validity. Methods: UW-MRS scores were derived using linear regression, with MRS as a discrete ordinal explanatory response variable in 8 large international acute stroke trials. Linear regression models were used to validate UW-MRS scores by assessing differences in mean UW-MRS scores between the treatment groups of each trial. To explore the variability in EQ-5D between individual MRS categories, we generated receiver operator characteristic curves for EQ-5D to differentiate between sequential MRS categories and misclassification matrix to classify individual patients into a matched MRS category based on the closest UW-MRS value to their observed individual EQ-5D value. Results: Among 22 946 acute stroke patients, derived UW-MRS across MRS scores 0 to 6 were 0.96, 0.83, 0.72, 0.54, 0.22,-0.18, and 0, respectively. Both UW-MRS and ordinal MRS scores captured divergent treatment effects across all 8 acute stroke trials. The sample sizes required to detect the treatment effects using UW-MRS scores as a continuous variable were almost half that required in trials for a binary cut point on the MRS. Area under receiver operator characteristic curves based on EQ-5D utility values varied from 0.66 to 0.81. Misclassification matrix showed moderate agreement between actual and matched MRS scores (kappa, 0.68 [95% CI, 0.67-0.68]). Conclusions: Medical strategies that target avoiding dependency may provide maximum benefit in terms of poststroke health-related quality of life. Despite variable differences with MRS scores, the UW-MRS provides efficiency gains as a smaller sample size is required to detect a treatment effect in acute stroke trials through use of continuous scores. Registration: URL: Https://www.clinicaltrials.gov; Unique identifiers: NCT00226096, NCT00716079, NCT01422616, NCT02162017, NCT00120003, NCT02123875. URL: Http://ctri.nic.in; Unique identifier: CTRI/2013/04/003557. URL: Https://www.isrctn.com; Unique identifier: ISRCTN89712435.
AB - Background and Purpose: Patient-centered care prioritizes patient beliefs and values towards wellbeing. We aimed to map functional status (modified Rankin Scale [MRS] scores) and health-related quality of life on the European Quality of Life 5-dimensional questionnaire (EQ-5D) to derive utility-weighted (UW) stroke outcome measures and test their statistical properties and construct validity. Methods: UW-MRS scores were derived using linear regression, with MRS as a discrete ordinal explanatory response variable in 8 large international acute stroke trials. Linear regression models were used to validate UW-MRS scores by assessing differences in mean UW-MRS scores between the treatment groups of each trial. To explore the variability in EQ-5D between individual MRS categories, we generated receiver operator characteristic curves for EQ-5D to differentiate between sequential MRS categories and misclassification matrix to classify individual patients into a matched MRS category based on the closest UW-MRS value to their observed individual EQ-5D value. Results: Among 22 946 acute stroke patients, derived UW-MRS across MRS scores 0 to 6 were 0.96, 0.83, 0.72, 0.54, 0.22,-0.18, and 0, respectively. Both UW-MRS and ordinal MRS scores captured divergent treatment effects across all 8 acute stroke trials. The sample sizes required to detect the treatment effects using UW-MRS scores as a continuous variable were almost half that required in trials for a binary cut point on the MRS. Area under receiver operator characteristic curves based on EQ-5D utility values varied from 0.66 to 0.81. Misclassification matrix showed moderate agreement between actual and matched MRS scores (kappa, 0.68 [95% CI, 0.67-0.68]). Conclusions: Medical strategies that target avoiding dependency may provide maximum benefit in terms of poststroke health-related quality of life. Despite variable differences with MRS scores, the UW-MRS provides efficiency gains as a smaller sample size is required to detect a treatment effect in acute stroke trials through use of continuous scores. Registration: URL: Https://www.clinicaltrials.gov; Unique identifiers: NCT00226096, NCT00716079, NCT01422616, NCT02162017, NCT00120003, NCT02123875. URL: Http://ctri.nic.in; Unique identifier: CTRI/2013/04/003557. URL: Https://www.isrctn.com; Unique identifier: ISRCTN89712435.
KW - clinical trial
KW - patient-centered care
KW - quality of life
KW - sample size
KW - stroke
UR - http://www.scopus.com/inward/record.url?scp=85088846432&partnerID=8YFLogxK
U2 - 10.1161/STROKEAHA.119.028523
DO - 10.1161/STROKEAHA.119.028523
M3 - Article
C2 - 32640944
AN - SCOPUS:85088846432
SN - 0039-2499
VL - 51
SP - 2411
EP - 2417
JO - Stroke
JF - Stroke
IS - 8
ER -