Repeated Measures of Modified Rankin Scale Scores to Assess Functional Recovery From Stroke: AFFINITY Study Findings
Overview
Authors
Affiliations
Background Function after acute stroke using the modified Rankin Scale (mRS) is usually assessed at a point in time. The analytical implications of serial mRS measurements to evaluate functional recovery over time is not completely understood. We compare repeated-measures and single-measure analyses of the mRS from a randomized clinical trial. Methods and Results Serial mRS data from AFFINITY (Assessment of Fluoxetine in Stroke Recovery), a double-blind placebo randomized clinical trial of fluoxetine following stroke (n=1280) were analyzed to identify demographic and clinical associations with functional recovery (reduction in mRS) over 12 months. Associations were identified using single-measure (day 365) and repeated-measures (days 28, 90, 180, and 365) partial proportional odds logistic regression. Ninety-five percent of participants experienced a reduction in mRS after 12 months. Functional recovery was associated with age at stroke <70 years; no prestroke history of diabetes, coronary heart disease, or ischemic stroke; prestroke history of depression, a relationship partner, living with others, independence, or paid employment; no fluoxetine intervention; ischemic stroke (compared with hemorrhagic); stroke treatment in Vietnam (compared with Australia or New Zealand); longer time since current stroke; and lower baseline National Institutes of Health Stroke Scale & Patient Health Questionnaire-9 scores. Direction of associations was largely concordant between single-measure and repeated-measures models. Association strength and variance was generally smaller in the repeated-measures model compared with the single-measure model. Conclusions Repeated-measures may improve trial precision in identifying trial associations and effects. Further repeated-measures stroke analyses are required to prove methodological value. Registration URL: http://www.anzctr.org.au; Unique identifier: ACTRN12611000774921.
Andersson T, Nordmeyer H, Brinjikji W, Kottenmeier E, Kabiri M, Scheffler S J Comp Eff Res. 2025; 14(3):e240216.
PMID: 39957470 PMC: 11864083. DOI: 10.57264/cer-2024-0216.
Stroke-SCORE: Personalizing Acute Ischemic Stroke Treatment to Improve Patient Outcomes.
Seetge J, Cseke B, Karadi Z, Bosnyak E, Szapary L J Pers Med. 2025; 15(1.
PMID: 39852210 PMC: 11766924. DOI: 10.3390/jpm15010018.
Cho A, Lakhani D, Balar A, Salim H, Koneru M, Hillis A J Clin Med. 2024; 13(23).
PMID: 39685578 PMC: 11641985. DOI: 10.3390/jcm13237119.
Das K, Sen J, Borode A Cureus. 2024; 16(8):e67591.
PMID: 39310452 PMC: 11416750. DOI: 10.7759/cureus.67591.
Disability and Recurrent Stroke Among Participants in Stroke Prevention Trials.
de Havenon A, Viscoli C, Kleindorfer D, Sucharew H, Delic A, Becker C JAMA Netw Open. 2024; 7(7):e2423677.
PMID: 39028666 PMC: 11259901. DOI: 10.1001/jamanetworkopen.2024.23677.