MoCA, ACE-R, and MMSE versus the National Institute of Neurological Disorders and Stroke-Canadian Stroke Network Vascular Cognitive Impairment Harmonization Standards Neuropsychological Battery after TIA and stroke
- PMID: 22156700
- PMCID: PMC5390857
- DOI: 10.1161/STROKEAHA.111.633586
MoCA, ACE-R, and MMSE versus the National Institute of Neurological Disorders and Stroke-Canadian Stroke Network Vascular Cognitive Impairment Harmonization Standards Neuropsychological Battery after TIA and stroke
Abstract
Background and purpose: The Montreal Cognitive Assessment (MoCA) and Addenbrooke's Cognitive Examination-Revised (ACE-R) are proposed as short cognitive tests for use after stroke, but there are few published validations against a neuropsychological battery. We studied the relationship between MoCA, ACE-R, Mini-Mental State Examination (MMSE) and mild cognitive impairment (MCI) in patients with cerebrovascular disease and mild cognitive impairment (MCI).
Methods: One hundred consecutive non-institutionalized patients had the MMSE, MoCA, ACE-R, and National Institute of Neurological Disorders and Stroke-Canadian Stroke Network Vascular Cognitive Impairment Harmonization Standards Neuropsychological Battery ≥ 1 year after transient ischemic attack or stroke in a population-based study. MCI was diagnosed using modified Petersen criteria in which subjective cognitive complaint is not required (equivalent to cognitive impairment-no dementia) and subtyped by number and type of cognitive domains affected.
Results: Among 91 nondemented subjects completing neuropsychological testing (mean/SD age, 73.4/11.6 years; 44% female; 56% stroke), 39 (42%) had MCI (amnestic multiple domain=10, nonamnestic multiple domain=9, nonamnestic single domain=19, amnestic single domain=1). Sensitivity and specificity for MCI were optimal with MoCA <25 (sensitivity=77%, specificity=83%) and ACE-R <94 (sensitivity=83%, specificity=73%). Both tests detected amnestic MCI better than nonamnestic single-domain impairment. MMSE only achieved sensitivity >70% at a cutoff of <29, mainly due to relative insensitivity to single-domain impairment.
Conclusions: The MoCA and ACE-R had good sensitivity and specificity for MCI defined using the Neurological Disorders and Stroke-Canadian Stroke Network Vascular Cognitive Impairment Battery ≥1 year after transient ischemic attack and stroke, whereas the MMSE showed a ceiling effect. However, optimal cutoffs will depend on use for screening (high sensitivity) or diagnosis (high specificity). Lack of timed measures of processing speed may explain the relative insensitivity of the MoCA and ACE-R to single nonmemory domain impairment.
Conflict of interest statement
Figures

Similar articles
-
Impact of different operational definitions on mild cognitive impairment rate and MMSE and MoCA performance in transient ischaemic attack and stroke.Cerebrovasc Dis. 2013;36(5-6):355-62. doi: 10.1159/000355496. Epub 2013 Nov 8. Cerebrovasc Dis. 2013. PMID: 24217342 Free PMC article.
-
Differences in cognitive profile between TIA, stroke and elderly memory research subjects: a comparison of the MMSE and MoCA.Cerebrovasc Dis. 2012;34(1):48-54. doi: 10.1159/000338905. Epub 2012 Jun 29. Cerebrovasc Dis. 2012. PMID: 22759627
-
Telephone assessment of cognition after transient ischemic attack and stroke: modified telephone interview of cognitive status and telephone Montreal Cognitive Assessment versus face-to-face Montreal Cognitive Assessment and neuropsychological battery.Stroke. 2013 Jan;44(1):227-9. doi: 10.1161/STROKEAHA.112.673384. Epub 2012 Nov 8. Stroke. 2013. PMID: 23138443 Free PMC article.
-
Is the Montreal Cognitive Assessment (MoCA) test better suited than the Mini-Mental State Examination (MMSE) in mild cognitive impairment (MCI) detection among people aged over 60? Meta-analysis.Psychiatr Pol. 2016 Oct 31;50(5):1039-1052. doi: 10.12740/PP/45368. Psychiatr Pol. 2016. PMID: 27992895 Review. English, Polish.
-
Potential challenges to harmonize post-stroke cognitive assessment and its prognostic value: a narrative review.J Med Life. 2024 Nov;17(11):963-977. doi: 10.25122/jml-2024-0284. J Med Life. 2024. PMID: 39781311 Free PMC article. Review.
Cited by
-
Diagnostic accuracy of the Clock Drawing Test in screening for early post-stroke neurocognitive disorder: the Nor-COAST study.BMC Neurol. 2024 Jan 9;24(1):22. doi: 10.1186/s12883-023-03523-w. BMC Neurol. 2024. PMID: 38195396 Free PMC article.
-
Brain-derived neurotrophic factor (BDNF) Val66Met polymorphism and post-stroke dementia: a hospital-based study from northern Iran.Neurol Sci. 2016 Jun;37(6):935-42. doi: 10.1007/s10072-016-2520-2. Epub 2016 Apr 12. Neurol Sci. 2016. PMID: 27071687
-
MoCA 7.1: Multicenter Validation of the First Italian Version of Montreal Cognitive Assessment.J Alzheimers Dis Rep. 2022 Aug 11;6(1):509-520. doi: 10.3233/ADR-210053. eCollection 2022. J Alzheimers Dis Rep. 2022. PMID: 36186724 Free PMC article.
-
Relationship Between Hypertension and Cognitive Function in an Elderly Population: A Population-Based Study in Rural Northern China.Front Neurol. 2022 May 16;13:885598. doi: 10.3389/fneur.2022.885598. eCollection 2022. Front Neurol. 2022. PMID: 35651343 Free PMC article.
-
Machine learning-based prediction of post-stroke cognitive status using electroencephalography-derived brain network attributes.Front Aging Neurosci. 2023 Sep 28;15:1238274. doi: 10.3389/fnagi.2023.1238274. eCollection 2023. Front Aging Neurosci. 2023. PMID: 37842126 Free PMC article.
References
-
- De Ronchi D, Palmer K, Pioggiosi P, Atti AR, Berardi D, Ferrari B, et al. The combined effect of age, education, and stroke on dementia and cognitive impairment no dementia in the elderly. Dement Geriatr Cogn Disord. 2007;24:266–273. - PubMed
-
- Pendlebury ST, Rothwell PM. Prevalence, incidence, and factors associated with pre-stroke and post-stroke dementia: a systematic review and meta-analysis. Lancet Neurol. 2009;8:1006–1018. - PubMed
-
- Narasimhalu K, Ang S, De Silva DA, Wong MC, Chang HM, Chia KS, et al. The prognostic effects of poststroke cognitive impairment no dementia and domain-specific cognitive impairments in nondisabled ischemic stroke patients. Stroke. 2011;42:883–8. - PubMed
-
- Nasreddine ZS, Phillips NA, Bedirian V, Charbonneau S, Whitehead V, Collin I, et al. The Montreal Cognitive Assessment, MoCA: a brief screening tool for mild cognitive impairment. J Am Geriatr Soc. 2005;53:695–699. - PubMed
Publication types
MeSH terms
Grants and funding
LinkOut - more resources
Full Text Sources
Medical
Miscellaneous