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Rapid Review of Minimum Clinically Important Differences in Alzheimer’s Disease

Characterizing the Minimal Clinically Important Difference in Alzheimer’s Disease Clinical Trials: Preparing for the Era of Emerging Amyloid Immunotherapies

Ryan T. Muir and Eric E. Smith

INTRODUCTION

     Alzheimer’s Disease (AD) is characterized by the extracellular accumulation of amyloid-beta plaques and intracellular micro-tubule associated protein tau tangles, resulting in a progressive neurodegenerative disorder that clinically manifests most often as amnestic pattern of cognitive decline.(1-5) AD leads to progressive functional decline and is the leading cause of Dementia after mixed-dementia with concomitant cerebrovascular disease.(5-7) 

     For decades the treatment of Alzheimer’s Disease has centered on largely supportive measures and cognitive enhancing pharmacotherapies, namely cholinesterase inhibitors and NMDA receptor antagonists, but these interventions are not disease modifying. Lecanumab, an IgG immunotherapy targeting soluble protofibrils of amyloid-beta, is a new immunotherapy for early AD that accelerates the removal of amyloid-Beta and slows the rate of cognitive decline by 27% at 18 months.(8) This novel immunotherapy may offer some hope in altering the clinical progression of Alzheimer’s Disease and may have a disease modifying effect.(8) The recent United States Food and Drug Association (FDA) approval of Lecanumab necessitates the rapid mobilization of resources and dissemination of education to clinicians who may be caring for patient’s with Alzheimer’s Disease who are potentially eligible for Lecanumab.  

     One critical aspect of preparedness for the widespread implementation, use and monitoring of Lecanemab and other potential future and emerging immunotherapies such as Donanemab, is an understanding of what might constitute the minimum clinically meaningful change in established functional or cognitive outcomes in Alzheimer’s Disease. While new and emerging immunotherapies might appear to slow the progression of cognitive and functional decline, it is not clear whether these changes, albeit statistically significant, are clinically significant.(9, 10) Overall, there is no clear consensus on what change in outcome measures would constitute the minimal clinically important difference (MCID).(9-11) Some evidence even suggests that the MCID may also depend on the stage and severity of AD.(12) The MCID can be defined through anchor based and distribution-based methods.(9, 13-15) Anchor-based MCID methodology examines the association between scores on an administered instrument and another independent measure used as the anchor of clinical meaningfulness.(13) The two requirements of an anchor-based approach must be that the anchor must be interpretable and, second, that there must be an association between the target and the anchor.(13) Anchor based methods to determine MCID in trials of AD appears to be the most appropriate approach to employ. Some of the most validated and widely used instruments of cognition and functionality in AD clinical trials include Mini-mental State Examination [MMSE]; Clinical Dementia Rating scale sum of boxes (CDR-SB); Alzheimer’s Disease Cooperative Study Activities of Daily Living Scale (ADCS-ADL); and the Alzheimer’s Disease Assessment Scale–Cognitive Subscale (ADAS-Cog). Using an anchor-based approach, these validated scales would ultimately be anchored against an independent metric, that is, the expert clinician’s impression of whether or not the patient with Alzheimer’s Disease experienced a clinically meaningful decline over the follow up period.(9, 13-15) The determination of the MCID in the cognitive or functional rating scale would be done by ascertaining the change in the cognitive or functional scale score that this clinically meaningful change ultimately corresponds to.  

     To the best of our knowledge, there has been no systematic review summarizing MCIDs using either anchor based or distribution-based methods to define MCID in established cognitive and functional outcomes in Alzheimer’s Disease clinical trials. In light of the FDA’s recent approval of Lecanumab, a rapid systematic review summarizing MCIDs across relevant outcomes in AD is necessary and would likely have great impact as an adjunctive resource for clinicians monitoring and evaluating clinically meaningful changes in those receiving new immunotherapies for AD.    

RESEARCH QUESTION

Using anchor-based methodology, what is the reported minimal clinically important difference (MCID) in established cognitive or functional outcomes in clinical trials of patients with Alzheimer’s Disease in the literature?   

Patient Population – Individuals with Alzheimer’s Disease according to any established diagnostic criteria  

Exposure – An established cognitive or functional outcomes used in recent Alzheimer’s Disease clinical trials of monoclonal anti-abeta antibody therapies, specified as any one of: Mini-mental State Examination [MMSE]; Clinical Dementia Rating scale sum of boxes (CDR-SB); ADCS-Mild Cognitive Impairment(MCI) -Activities of Daily Living (ADL) scale; ADCS-instrumental-ADL scale; ADAS-Cog14 or any ADAS-Cog variant of cognitive assessment. 

Comparison – Comparison to an anchor (i.e., another scale, assessment or outcome deemed clinically relevant by the study authors), or, for distribution-based methods, the distribution of the “exposure” as defined above. 

Outcomes – MCID by an anchor-based or distribution-based method. 

METHODOLOGY

     This research question will be answered with a rapid systematic review. We will follow Cochrane Rapid Review Methods Group methods for Rapid Reviews. 

1. Study includes patients with dementia due to Alzheimer's Disease by any diagnostic criteria (biomarkers not required) 

2. Study objective is to determine the minimum clinically important difference and/or the minimum detectable difference (using anchor-based or distribution-based methodology) in any one of the following:  

     1. MMSE 

     2. Clinical Dementia Rating scale sum of boxes (CDR-SB) 

     3. Alzheimer's Disease Cooperative Study Activities of Daily Living (ADCS-ADL) scale 

     4. ADCS-MCI-ADL scale  

     5. ADCS-iADL scale 

     6. ADAS-Cog14 or any ADAS-Cog variant of cognitive assessment 

     7. iADRS

1. Study population includes patients without Alzheimer's disease 

2. Conference proceedings, abstracts, or posters 

3. Studies not published in English 

4. Pre-clinical AD (prodromal AD and MCI due to AD is allowed) 

     Two databases were searched: EMBASE and MEDLINE/PubMED. The search terms (Appendix 1) were extracted from identified key articles and in consultation with each databases respective MeSH headings and/or appropriate developed after identifying key articles published in this space and using established MeSH headings and key terms from these articles.    

     The search was conducted on June 4, 2023. Prior to completing a review for study eligibility, a pilot review of titles and abstracts by RTM and EES suggested that the search had sufficient sensitivity because articles previously known to be relevant were captured. Therefore, the search terms were considered finalized, and the returned articles will be fully screened for study eligibility. 

     Two trained reviewers (authors RTM and EES), with inclusion and exclusion criteria readily available, will independently review and screen titles and abstracts using Covidence® software. Conflicts will be resolved through consensus review with EES and RTM. Full text review will subsequently be conducted independently, and conflicts again resolved through consensus review. In order to identify other potentially relevant articles, the references of articles selected for full text review will also be screened by both reviewers and relevant references also screened for full text review as well.  

     Data will be extracted from full text articles identified by our search strategy and relevant references from hand searching article reference lists. A single reviewer will extract data using a piloted form, and a second reviewer will check for correctness and completeness of extracted data. Extracted information will include year of publication, sample size, study design, anchor- or distribution-based method, anchor used (where applicable), mean age, percent women, and stage of AD as defined by the study. Information on these outcomes will be extracted: 

     1. MMSE 

     2. Clinical Dementia Rating scale sum of boxes (CDR-SB) 

     3. Alzheimer's Disease Cooperative Study Activities of Daily Living (ADCS-ADL) scale 

     4. ADCS-MCI-ADL scale  

     5. ADCS-iADL scale 

     6. ADAS-Cog14 or any ADAS-Cog variant of cognitive assessment 

     Risk for bias will be assessed using the Newcastle-Ottawa scale, cross-sectional or longitudinal forms, as appropriate(17). A single reviewer will rate risk of bias, with verification by a second reviewer. 

     Tables of study characteristics will be presented, stratified by the pre-specified outcome. The anchor-based and distribution-based MCIDs will be tabulated. The anchors will be tabulated. Where three or more studies present a comparable MCID (i.e.  for the same outcome and, where applicable, the same anchor) we will meta-analyze and report a pooled MCID and corresponding 95% CI using STATA 17.0 software and assess for publication bias using funnel plots and Egger’s tests. 

     Because of long turn-around times (18), we don’t plan to register the review with PROSPERO. The review protocol was published on the Vascular Cognitive Impairment Research Group of the University of Calgary on June 29, 2023 (https://cumming.ucalgary.ca/labs/smith-research). The protocol will also be registered on the Centre for Open Science (cos.io/initiatives/prereg). 

     We plan to present results at the Canadian Conference on Dementia in October 2023. The findings will be submitted for publication in a peer-reviewed journal. 

REFERENCES

  1. Knopman DS, Amieva H, Petersen RC, Chetelat G, Holtzman DM, Hyman BT, et al. Alzheimer disease. Nat Rev Dis Primers. 2021;7(1):1-47. 
  2. Kakuda N, Miyasaka T, Iwasaki N, Nirasawa T, Wada-Kakuda S, Takahashi-Fujigasaki J, et al. Distinct deposition of amyloid-beta species in brains with Alzheimer's disease pathology visualized with MALDI imaging mass spectrometry. Acta Neuropathol Commun. 2017;5(1):73. 
  3. Greenberg SM, Bacskai BJ, Hernandez-Guillamon M, Pruzin J, Sperling R, van Veluw SJ. Cerebral amyloid angiopathy and Alzheimer disease - one peptide, two pathways. Nat Rev Neurol. 2020;16(1):30-42. 
  4. Xie L, Kang H, Xu Q, Chen MJ, Liao Y, Thiyagarajan M, et al. Sleep Drives Metabolite Clearance from the Adult Brain. Science 2013;342:373-7. 
  5. McKhann GM, Knopman DS, Chertkow H, Hyman BT, Jack CR, Jr., Kawas CH, et al. The diagnosis of dementia due to Alzheimer's disease: recommendations from the National Institute on Aging-Alzheimer's Association workgroups on diagnostic guidelines for Alzheimer's disease. Alzheimers Dement. 2011;7(3):263-9. 
  6. Ismail Z, Black SE, Camicioli R, Chertkow H, Herrmann N, Laforce R, Jr., et al. Recommendations of the 5th Canadian Consensus Conference on the diagnosis and treatment of dementia. Alzheimers Dement. 2020;16(8):1182-95. 
  7. Chertkow H, Feldman HH, Jacova C, Massoud F. Definitions of dementia and predementia states in Alzheimer’s disease and vascular cognitive impairment: consensus from the Canadian conference on diagnosis of dementia. Alzheimer’s Research & Therapy. 2013;5:1-8. 
  8. van Dyck CH, Swanson CJ, Aisen P, Bateman RJ, Chen C, Gee M, et al. Lecanemab in Early Alzheimer's Disease. N Engl J Med. 2023;388(1):9-21. 
  9. Lansdall CJ, Butler LM, Kerchner G, McDougall F, Delmar P, Pross N, et al. Anchor-and distribution-based methods to establish clinically meaningful score changes on the clinical dementia rating scale-sum of boxes in patients with prodromal Alzheimer's disease. Journal of Prevention of Alzheimer's Disease. 2019;6(Supplement 1):S11-S2. 
  10. Lansdall CJ, McDougall F, Butler LM, Delmar P, Pross N, Qin S, et al. Establishing Clinically Meaningful Change on Outcome Assessments Frequently Used in Trials of Mild Cognitive Impairment Due to Alzheimer's Disease. J Prev Alzheimers Dis. 2023;10(1):9-18. 
  11. Liu KY, Schneider LS, Howard R. The need to show minimum clinically important differences in Alzheimer's disease trials. Lancet Psychiatry. 2021;8(11):1013-6. 
  12. Andrews JS, Desai U, Kirson NY, Zichlin ML, Ball DE, Matthews BR. Disease severity and minimal clinically important differences in clinical outcome assessments for Alzheimer's disease clinical trials. Alzheimers Dement (N Y). 2019;5:354-63. 
  13. Guyatt G, Osoba D, Wu AW, Wyrwhich KW, Norman GR. Methods to Explain the Clinical Significance of Health Status Measures. Mayo Clin Proc. 2022;77:371-83. 
  14. Guyatt G, Walter S, Normal G. Measuring change over time: assessing the usefulness of evaluative instruments. J Chron Dis. 1987;40(2):171-8. 
  15. Bloom DA, Kaplan DJ, Mojica E, Strauss EJ, Gonzalez-Lomas G, Campbell KA, et al. The Minimal Clinically Important Difference: A Review of Clinical Significance. Am J Sports Med. 2023;51(2):520-4. 
  16. Garritty C, Gartlehner G, Nussbaumer-Streit B, et al. Cochrane Rapid Reviews Methods Group offers evidence-informed guidance to conduct rapid reviews. J Clin Epidemiol 2021;130:13-22. 
  17. Wells GA, Shea B, O’Connell D, et al. The Newcastle-Ottawa Scale (NOS) for assessing the quality of nonrandomised studies in meta-analyses [online]. Available at: https://www.ohri.ca/programs/clinical_epidemiology/oxford.asp. Accessed June 28., 2023. 
  18. Pieper D, Rombey T. Where to prospectively register a systematic review. Systematic reviews 2022;11:8. 

APPENDIX ITEM 1: Search Strategy

SEARCH TEXT:  

PubMed  

("alzheimer disease"[MeSH Terms] OR "Cognitive Dysfunction"[MeSH Terms] OR ("Alzheimer"[All Fields] AND "disease"[All Fields]) OR "Alzheimer disease"[All Fields] OR Alzheimer's[All Fields]) AND (minimal clinically important difference[MeSH] OR "minimal clinically important difference"[All Fields] OR "minimal important difference"[All Fields]  OR "minimal clinically relevant change"[All Fields]  OR "minimum detectable change"[All Fields] OR "minimum detectable difference"[All Fields] OR "meaningful change"[All Fields]  OR "clinically meaningful difference"[All Fields] OR "clinical outcome assessment"[All Fields] OR "clinically important"[All Fields] OR "clinically meaningful"[All Fields] OR "meaningful decline"[All Fields])  

MEDLINE 

TERM 

  1. exp Alzheimer Disease/ 
  2. Alzheimer's.mp. or exp Cognitive Dysfunction/ 
  3. minimal clinically important difference.mp. or exp Minimal Clinically Important Difference/ 
  4. minimal important difference.mp. 
  5. minimal clinically relevant change.mp. 
  6. minimum detectable change.mp. 
  7. minimum detectable difference.mp. 
  8. meaningful change.mp. 
  9. clinically meaningful difference.mp. 
  10. clinical outcome assessment.mp. 
  11. clinically important.mp. 
  12. clinically meaningful.mp. 
  13. meaningful decline.mp. 
  14. 1 or 2 
  15. 3 or 4 or 5 or 6 or 7 or 8 or 9 or 10 or 11 or 12 or 13 
  16. 14 and 15 

EMBASE 

TERM 

  1. alzheimer disease.mp. or exp Alzheimer disease/ 
  2. exp minimal clinically important difference/ 
  3. minimal important difference.mp. 
  4. minimal clinically relevant change.mp. 
  5. exp minimum detectable change/ 
  6. minimum detectable difference.mp.
  7. meaningful change.mp. 
  8. clinically meaningful difference.mp. 
  9. clinical outcome assessment.mp. 
  10. clinically important.mp. 
  11. clinically meaningful.mp. 
  12. meaningful decline.mp. 
  13. 2 or 3 or 4 or 5 or 6 or 7 or 8 or 9 or 10 or 11 or 12 
  14. 1 and 13