title: Differential trajectory of functional recovery and determinants for first time stroke survivors by using a LCGA approach: a hospital based analysis over a 1-year period.
abstract: BACKGROUND
  Functional outcome and the risk factors for stroke survivors have explored in previous study. However, a comprehensive understanding of the patterns and critical risk factors of functional recovery is limited.
  
  
  OBJECTIVE
  To explore the trajectory groups and determinants of functional recovery for ischemic stroke patients during 1 year after stroke.
  
  
  METHODS
  Longitudinal study.
  
  
  METHODS
  Inpatient.
  
  
  METHODS
  First-time stroke patients.
  
  
  METHODS
  A total of 367 first-time ischemic stroke patients from the Stroke Registry in the Chang Gung Hospital (SRICH) database were analyzed in this study. Study variables comprised demographic and disease characteristics, laboratory data, and functional outcome. The Latent Class Growth Analysis (LCGA) was used to identify various trajectory clusters and multinomial logistic regression was used to identify the predictors of functional recovery.
  
  
  RESULTS
  Five trajectory clusters of functional recovery were identified using the Barthel Index. Among five clusters of functional recovery, nearly 18% of first-ever ischemic stroke patients maintained functional dependence, whereas 82% of stroke patients demonstrated functional recovery; and the significant recovery time totaled three months after the stroke. Determinants for various trajectory clusters of functional recovery were body mass index and serum albumin level, especially a higher serum albumin concentration predicted a more favorable functional recovery.
  
  
  CONCLUSIONS
  Our findings suggest that diverse functional recovery clusters persisted and serum albumin concentration at admission was a critical assessment factor. CLINICAL REHABILITATION: Such information could be useful for identifying the different rehabilitation needs of varying trajectory groups and for effectively improving functional ability among the ischemic stroke population.
authors.affiliation: School of Nursing, College of Nursing, Taipei Medical University, Taipei, Taiwan - hsiuju@tmu.edu.tw.
authors.forename: H-C
authors.initials: HC
authors.lastname: Huang
authors.forename: C-H
authors.initials: CH
authors.lastname: Chang
authors.forename: T-H
authors.initials: TH
authors.lastname: Lee
authors.forename: Y-J
authors.initials: YJ
authors.lastname: Chang
authors.forename: S-J
authors.initials: SJ
authors.lastname: Ryu
authors.forename: T-Y
authors.initials: TY
authors.lastname: Chang
authors.forename: K-L
authors.initials: KL
authors.lastname: Huang
authors.forename: C-H
authors.initials: CH
authors.lastname: Liu
authors.forename: H-J
authors.initials: HJ
authors.lastname: Chang
mesh_terms: D000367:Age Factors; D000368:Aged; D000418:Albumins / Q000032:analysis*; D000704:Analysis of Variance; D015415:Biomarkers / Q000097:blood; D016009:Chi-Square Distribution; D015897:Comorbidity; D005260:Female; D006801:Humans; D007902:Length of Stay; D016015:Logistic Models; D008137:Longitudinal Studies; D008297:Male; D008875:Middle Aged; D020127:Recovery of Function; D000071939:Stroke Rehabilitation; D013624:Taiwan
chemical_list: D000418:Albumins; D015415:Biomarkers