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A longitudinal study on the development trajectory of post-stroke cognition: based on group-based trajectory model.
Yuxia Ma1, Qiuxia Qian1, Tingting Yang1
1Evidence-Based Nursing Center, School of Nursing, Lanzhou University, Lanzhou, Gansu, China.
Neurological Research
|February 8, 2026
Summary
Post-stroke cognition follows diverse trajectories, identified through group-based modeling. Understanding these distinct cognitive paths aids in targeted interventions for stroke survivors.
Area of Science:
- Neurology
- Cognitive Science
- Public Health
Background:
- Stroke is a leading cause of long-term disability, often resulting in cognitive impairment.
- Understanding the heterogeneity of cognitive recovery post-stroke is crucial for effective patient management.
- Previous studies have not fully elucidated the dynamic trajectories of cognitive changes after stroke.
Purpose of the Study:
- To identify distinct developmental trajectories of post-stroke cognition.
- To explore factors influencing cognitive development in stroke patients.
- To apply the group-based trajectory model to analyze cognitive changes over time.
Main Methods:
- A longitudinal cohort study involving 1060 stroke patients.
- Data collected from September 2021 to February 2023 with follow-ups at 1, 3, and 6 months.
- The Mini-Mental State Examination (MMSE) scores were used to model cognitive trajectories.
Main Results:
- Four distinct cognitive development trajectories were identified: persistent severe post-stroke cognitive impairment (PSCI), persistent mild PSCI, PSCI risk group, and normal cognitive group.
- A total of 655 patients completed the follow-up assessments.
- The group-based trajectory model successfully differentiated these subgroups based on MMSE changes.
Conclusions:
- Cognitive development trajectories post-stroke exhibit significant heterogeneity.
- Recognizing these distinct trajectories is essential for identifying at-risk populations.
- Tailored monitoring and interventions based on specific cognitive trajectories can improve outcomes for stroke survivors.
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