4.5 Article

Classification, Prediction, and Concordance of Cognitive and Functional Progression in Patients with Mild Cognitive Impairment in the United States: A Latent Class Analysis

期刊

JOURNAL OF ALZHEIMERS DISEASE
卷 82, 期 4, 页码 1667-1682

出版社

IOS PRESS
DOI: 10.3233/JAD-210305

关键词

Alzheimer's disease; latent class analysis; mild cognitive impairment; progression

资金

  1. F. Hoffmann-La Roche Ltd, Basel, Switzerland
  2. NIA/NIH [U01 AG016976]
  3. NIA [P30 AG019610, P30AG013846, P30 AG062428-01, P50 AG008702, P50 AG025688, P50 AG047266, P30 AG010133, P50 AG005146, P30 AG062421-01, P30 AG062422-01, P50 AG005138, P30 AG008051]
  4. 'NIA' [P30 AG013854, P30 AG008017, P30 AG010161, P50 AG047366, P30 AG010129, P50 AG016573, P30 AG062429-01, P50 AG023501, P30 AG035982, P30 AG028383, P30 AG053760]
  5. The NIA [P30 AG010124, P50 AG005133, P50 AG005142, P30 AG012300, P30 AG049638, P50 AG005136, P30 AG062715-01, P50 AG005681, P50 AG047270]

向作者/读者索取更多资源

Approximately a third of participants experienced progression based on CDR-SB or FAQ during the 4-year follow-up period. CDR-SB and FAQ class assignment were concordant for the vast majority of participants. Identified predictors may help the selection of patients at higher risk of progression in future trials.
Background: Progression trajectories of patients with mild cognitive impairment (MCI) are currently not well understood. Objective: To classify patients with incident MCI into different latent classes of progression and identify predictors of progression class. Methods: Participants with incident MCI were identified from the US National Alzheimer's Coordinating Center Uniform Data Set (09/2005-02/2019). Clinical Dementia Rating (CDR (R)) Dementia Staging Instrument-Sum of Boxes (CDR-SB), Functional Activities Questionnaire (FAQ), and Mini-Mental State Examination (MMSE) score longitudinal trajectories from MCI diagnosis were fitted using growth mixture models. Predictors of progression class were identified using multivariate multinomial logistic regression models; odds ratios (ORs) and 95% confidence intervals (CIs) were reported. Results: In total, 21%, 22%, and 57% of participants (N=830) experienced fast, slow, and no progression on CDR-SB, respectively; for FAQ, these figures were 14%, 23%, and 64%, respectively. CDR-SB and FAQ class membership was concordant for most participants (77%). Older age (>= 86 versus <= 70 years, OR [95% CI] = 5.26 [1.78-15.54]), one copy of APOE epsilon 4 (1.94 [1.08-3.47]), higher baseline CDR-SB (2.46 [1.56-3.88]), lower baseline MMSE (0.85 [0.75-0.97]), and higher baseline FAQ (1.13 [1.02-1.26]) scores were significant predictors of fast progression versus no progression based on CDR-SB (all p < 0.05). Predictors of FAQ class membership were largely similar. Conclusion: Approximately a third of participants experienced progression based on CDR-SB or FAQ during the 4-year follow-up period. CDR-SB and FAQ class assignment were concordant for the vast majority of participants. Identified predictors may help the selection of patients at higher risk of progression in future trials.

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