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Objective:Cognitive training may benefit older adults with mild cognitive impairment (MCI), but the prognostic factors are not well-established. Methods:This study analyzed data from a 78-week trial with 107 participants with MCI, comparing computerized cognitive training (CCT) and computerized crossword puzzle training (CPT). Outcomes were changes in cognitive and functional measures from baseline. Linear mixed-effect models were used to identify prognostic factors for each intervention. Results:Baseline neuropsychological composite z-score was positively associated with cognitive and functional improvements for both interventions in univariable models, retaining significance in the final multivariable model for functional outcome in CPT (P< 0.001). Apolipoprotein E e4 carriers had worse cognitive (P= 0.023) and functional (P= 0.001) outcomes than noncarriers for CPT but not CCT. African Americans showed greater functional improvements than non-African Americans in both CPT (P= 0.001) and CCT (P= 0.010). Better baseline odor identification was correlated with cognitive improvements in CPT (P= 0.006) and functional improvements in CCT (P< 0.001). Conclusion:Baseline cognitive test performance, African American background, and odor identification ability are potential prognostic factors for improved outcomes with cognitive interventions in older adults with MCI. Apolipoprotein E e4 is associated with poor outcomes. Replication of these findings may improve the selection of cognitive interventions for individuals with MCI.more » « less
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Liao, Ziwei; Qian, Min; Kronish, Ian M.; Cheung, Ying Kuen (, Statistics in Medicine)
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Oh, Eun Jeong; Qian, Min; Cheung, Ying Kuen (, The Annals of Statistics)
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Wang, Huixia Judy; McKeague, Ian W.; Qian, Min (, Journal of the Royal Statistical Society: Series B (Statistical Methodology))
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