Literature DB >> 24531162

Predicting the time to clinically worsening in mild cognitive impairment patients and its utility in clinical trial design by modeling a longitudinal clinical dementia rating sum of boxes from the ADNI database.

Kaori Ito1, Matthew M Hutmacher2.   

Abstract

BACKGROUND: Growing interest in treating Alzheimer's disease (AD) patients in the earliest stages requires new clinical endpoints. Currently, there is no established clinical endpoint or treatment duration for mild cognitive impairment (MCI) trials.
OBJECTIVE: This analysis attempts to answer "how long the MCI clinical trial would be necessary" using the Clinical Dementia Rating Sum of Boxes (CDR-SB) as a clinical endpoint, where CDR-SB is an example of a suitable tool to assess both cognition and function as a single primary efficacy outcome.
METHODS: A longitudinal model was developed to predict the CDR-SB time-profile. The CDR-SB is considered ideal to assess both cognition and function as a single primary endpoint in MCI trials. The median time for clinically "worsening", defined using several thresholds for change from baseline, was calculated using individual CDR-SB predictions. Covariates predictive of worsening were also evaluated.
RESULTS: The median time to a 1-point change in CDR-SB was approximately 2 years in MCI patients. Higher baseline severity in disease, lower hippocampal volume, and ApoE4 carrier status were significant covariates predicting shorter times to worsening (faster progress). The results indicate that at least a 2-year trial would be necessary with 30% (or more) disease modifying drug with a sample size of n = 350 to detect the significant difference from placebo (80% power) and to achieve the target mean effect size of 0.5 point change in CDR-SB.
CONCLUSION: Predictions of CDR-SB changes from a longitudinal model are able to inform study design and possible enrichment strategies, based on covariate analyses, for prospective planning of clinical trials in MCI patients.

Entities:  

Keywords:  ADNI; Clinical Dementia Rating Sum of Boxes (CDR-SB); biomarkers; bounded outcome; clinical trial; enrichment strategy; longitudinal data; median time to worsening; mild cognitive impairment

Mesh:

Year:  2014        PMID: 24531162     DOI: 10.3233/JAD-132090

Source DB:  PubMed          Journal:  J Alzheimers Dis        ISSN: 1387-2877            Impact factor:   4.472


  6 in total

Review 1.  Recent publications from the Alzheimer's Disease Neuroimaging Initiative: Reviewing progress toward improved AD clinical trials.

Authors:  Michael W Weiner; Dallas P Veitch; Paul S Aisen; Laurel A Beckett; Nigel J Cairns; Robert C Green; Danielle Harvey; Clifford R Jack; William Jagust; John C Morris; Ronald C Petersen; Andrew J Saykin; Leslie M Shaw; Arthur W Toga; John Q Trojanowski
Journal:  Alzheimers Dement       Date:  2017-03-22       Impact factor: 21.566

2.  The Quick Dementia Rating System and Its Relationship to Biomarkers of Alzheimer's Disease and Neuropsychological Performance.

Authors:  Kevin Duff; Laura Wan; Deborah A Levine; Bruno Giordani; Nicole R Fowler; Angela Fagerlin; Jace B King; John M Hoffman
Journal:  Dement Geriatr Cogn Disord       Date:  2022-04-27       Impact factor: 3.346

3.  Severity of Topiramate-Related Working Memory Impairment Is Modulated by Plasma Concentration and Working Memory Capacity.

Authors:  Samuel P Callisto; Sílvia M Illamola; Angela K Birnbaum; Christopher M Barkley; Sai Praneeth R Bathena; Ilo E Leppik; Susan E Marino
Journal:  J Clin Pharmacol       Date:  2020-04-16       Impact factor: 3.126

4.  Structural brain imaging in Alzheimer's disease and mild cognitive impairment: biomarker analysis and shared morphometry database.

Authors:  Christian Ledig; Andreas Schuh; Ricardo Guerrero; Rolf A Heckemann; Daniel Rueckert
Journal:  Sci Rep       Date:  2018-07-26       Impact factor: 4.379

5.  Influence of Subject-Specific Effects in Longitudinal Modelling of Cognitive Decline in Alzheimer's Disease.

Authors:  Charles F Murchison; Byron C Jaeger; Jeff M Szychowski; Gary R Cutter; Erik D Roberson; Richard E Kennedy
Journal:  J Alzheimers Dis       Date:  2022       Impact factor: 4.160

6.  36-month LipiDiDiet multinutrient clinical trial in prodromal Alzheimer's disease.

Authors:  Hilkka Soininen; Alina Solomon; Pieter Jelle Visser; Suzanne B Hendrix; Kaj Blennow; Miia Kivipelto; Tobias Hartmann
Journal:  Alzheimers Dement       Date:  2020-09-13       Impact factor: 21.566

  6 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.