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Ratcliffe LN, Hale AC, McDonald T, Hewitt KC, Nguyen CM, Spencer RJ, Loring DW. The Montreal Cognitive Assessment: Norms and Reliable Change Indices for Standard and MoCA-22 Administrations. Arch Clin Neuropsychol 2024; 39:747-765. [PMID: 38441951 PMCID: PMC11345112 DOI: 10.1093/arclin/acae013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Revised: 01/28/2024] [Accepted: 01/30/2024] [Indexed: 08/22/2024] Open
Abstract
OBJECTIVE The Montreal Cognitive Assessment (MoCA) is among the most frequently administered cognitive screening tests, yet demographically diverse normative data are needed for repeated administrations. METHOD Data were obtained from 18,410 participants using the National Alzheimer's Coordinating Center Uniform Data Set. We developed regression-based norms using Tobit regression to account for ceiling effects, explored test-retest reliability of total scores and by domain stratified by age and diagnosis with Cronbach's alpha, and reported the cumulative change frequencies for individuals with serial MoCA administrations to gage expected change. RESULTS Strong ceiling effects and negative skew were observed at the total score, domain, and item levels for the cognitively normal group, and performances became more normally distributed as the degree of cognitive impairment increased. In regression models, years of education was associated with higher MoCA scores, whereas older age, male sex, Black and American Indian or Alaska Native race, and Hispanic ethnicity were associated with lower predicted scores. Temporal stability was adequate and good at the total score level for the cognitively normal and cognitive disorders groups, respectively, but fell short of reliability standards at the domain level. CONCLUSIONS MoCA total scores are adequately reproducible among those with cognitive diagnoses, but domain scores are unstable. Robust regression-based norms should be used to adjust for demographic performance differences, and the limited reliability, along with the ceiling effects and negative skew, should be considered when interpreting MoCA scores.
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Affiliation(s)
- Lauren N Ratcliffe
- Mental Health Service, VA Ann Arbor Healthcare System, Ann Arbor, MI, USA
- Department of Psychiatry, Neuropsychology Section, Michigan Medicine, Ann Arbor, MI, USA
- Department of Clinical Psychology, Mercer University College of Health Professions, Atlanta, GA, USA
| | - Andrew C Hale
- Mental Health Service, VA Ann Arbor Healthcare System, Ann Arbor, MI, USA
- Department of Psychiatry, Neuropsychology Section, Michigan Medicine, Ann Arbor, MI, USA
| | - Taylor McDonald
- Department of Clinical Psychology, Mercer University College of Health Professions, Atlanta, GA, USA
| | - Kelsey C Hewitt
- Department of Neurology, Emory University School of Medicine, Atlanta, GA, USA
| | - Christopher M Nguyen
- Department of Psychiatry and Behavioral Health, Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Robert J Spencer
- Mental Health Service, VA Ann Arbor Healthcare System, Ann Arbor, MI, USA
- Department of Psychiatry, Neuropsychology Section, Michigan Medicine, Ann Arbor, MI, USA
| | - David W Loring
- Department of Neurology, Emory University School of Medicine, Atlanta, GA, USA
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
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Stimmel MB, Orkaby AR, Ayers E, Verghese J, Nsubayi CK, Weiss EF. Is the Montreal cognitive assessment culturally valid in a diverse geriatric primary care setting? Lessons from the Bronx. J Am Geriatr Soc 2024; 72:850-857. [PMID: 38196332 PMCID: PMC10947962 DOI: 10.1111/jgs.18705] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Revised: 11/05/2023] [Accepted: 11/09/2023] [Indexed: 01/11/2024]
Abstract
BACKGROUND Efficacy and validity of the MoCA for cognitive screening in ethnoculturally and linguistically diverse settings is unclear. We sought to examine the utility and discriminative validity of the Spanish and English MoCA versions to identify cognitive impairment among diverse community-dwelling older adults. METHODS Participants aged ≥65 with cognitive concerns attending outpatient primary care in Bronx, NY, were recruited. MoCA and neuropsychological measures were administered in Spanish or English, and a neuropsychologist determined cognitive status (normal with subjective cognitive concerns [SCC], mild cognitive impairment [MCI], and dementia). One-way ANOVA compared cognitive statuses. ROC analyses identified optimal MoCA cutpoints for discriminating possible cognitive impairment. RESULTS There were 231 participants, with mean age 73, 72% women, 43% Hispanic; 39% Black/African American; 113 (49%) completed testing in English and 118 (51%) in Spanish. Overall MoCA mean was 17.7 (SD = 4.3). Neuropsychological assessment identified 90 as cognitively normal/SCC, average MoCA 19.9 (SD = 4.1), 133 with MCI, average MoCA 16.6 (SD = 3.7), and 8 with dementia, average MoCA 10.6 (SD = 3.1). Mean English MoCA average was 18.6 (SD = 4.1) versus Spanish 16.7 (SD = 4.3). The published cutpoint ≤23 for MCI yielded a high false-positive rate (79%). ROC analyses identified ≤18.5 as the score to identify MCI or dementia using the English MoCA (65% sensitivity; 77% specificity) and ≤16.5 for the Spanish MoCA (64% sensitivity;73% specificity) in this sample of older adults with cognitive concerns. CONCLUSIONS Current MoCA cutpoints were inappropriately high in a culturally/linguistically diverse urban setting, leading to a high false-positive rate. Lower Spanish and English MoCA cutpoints may improve diagnostic accuracy for identifying cognitive impairment in this group, highlighting the need for the creation and validation of accurate cognitive screeners for ethnoculturally and linguistically diverse older adults.
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Affiliation(s)
- Marnina B Stimmel
- Departments of Neurology and Medicine, Montefiore Medical Center and Albert Einstein College of Medicine, Bronx, New York, USA
| | - Ariela R Orkaby
- New England GRECC, VA Boston Healthcare System, Boston, Massachusetts, USA
- Division of Aging, Brigham & Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Emmeline Ayers
- Departments of Neurology and Medicine, Montefiore Medical Center and Albert Einstein College of Medicine, Bronx, New York, USA
| | - Joe Verghese
- Departments of Neurology and Medicine, Montefiore Medical Center and Albert Einstein College of Medicine, Bronx, New York, USA
| | - Celeste K Nsubayi
- Departments of Neurology and Medicine, Montefiore Medical Center and Albert Einstein College of Medicine, Bronx, New York, USA
| | - Erica F Weiss
- Departments of Neurology and Medicine, Montefiore Medical Center and Albert Einstein College of Medicine, Bronx, New York, USA
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Thompson AC, Chen H, Miller ME, Webb CC, Williamson JD, Marsh AP, Hugenschmidt CE, Baker LD, Laurienti PJ, Kritchevsky SB. Association Between Contrast Sensitivity and Physical Function in Cognitively Healthy Older Adults: The Brain Networks and Mobility Function Study. J Gerontol A Biol Sci Med Sci 2023; 78:1513-1521. [PMID: 36800312 PMCID: PMC10395565 DOI: 10.1093/gerona/glad060] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2022] [Indexed: 02/18/2023] Open
Abstract
BACKGROUND To evaluate whether contrast sensitivity is associated with lower extremity physical function in cognitively intact older adults. METHODS Cross-sectional analysis of the relationship of binocular and worse eye log contrast sensitivity (LCS) to expanded Short Physical Performance Battery (eSPPB) and its components (gait speed, narrow walking speed, chair stand pace, and balance) in 192 cognitively healthy older adults. The association of LCS with postural sway and gait was also tested with tasks that further challenged functional reserve. RESULTS Mean age was 76.4 years with 56% identifying as female and over 98.5% having good corrected visual acuity. Lower LCS was significantly associated with worse performance on the eSPPB, 4-M gait speed, narrow walking speed, and balance time in unadjusted and adjusted models. The relationship between worse eye LCS and larger postural sway was 3 times greater on a foam surface (beta 1.07, 95% CI [0.35, 1.80]) than a firm surface (beta 0.35, 95% CI [0.05, 0.65]), and both were robust to adjustment for confounders; similar findings were observed with binocular LCS. Lower binocular LCS had a greater decremental effect on gait velocity during the fast pace (beta -0.58, 95% CI [-0.90, -0.27]) than the usual pace (Beta -0.39 [-0.63, -0.15]) gait task. CONCLUSIONS These findings suggest that cognitively unimpaired older adults without significant visual acuity impairment can have subtle preclinical deficits in contrast sensitivity and physical function that could place them at risk of mobility and balance issues. Future studies should determine whether this subset of older adults may benefit from targeted intervention to prevent disability.
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Affiliation(s)
- Atalie C Thompson
- Wake Forest Claude D. Pepper Center, Winston-Salem, North Carolina, USA
- Department of Surgical Ophthalmology, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
- Department of Gerontology and Geriatric Medicine, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Haiying Chen
- Wake Forest Claude D. Pepper Center, Winston-Salem, North Carolina, USA
- Department of Biostatistics, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Michael E Miller
- Wake Forest Claude D. Pepper Center, Winston-Salem, North Carolina, USA
- Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Christopher C Webb
- Wake Forest Claude D. Pepper Center, Winston-Salem, North Carolina, USA
- Department of Biostatistics, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Jeff D Williamson
- Wake Forest Claude D. Pepper Center, Winston-Salem, North Carolina, USA
- Department of Gerontology and Geriatric Medicine, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Anthony P Marsh
- Wake Forest Claude D. Pepper Center, Winston-Salem, North Carolina, USA
- Department of Health and Exercise Science, Wake Forest University, Winston-Salem, North Carolina, USA
| | - Christina E Hugenschmidt
- Wake Forest Claude D. Pepper Center, Winston-Salem, North Carolina, USA
- Department of Gerontology and Geriatric Medicine, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Laura D Baker
- Department of Gerontology and Geriatric Medicine, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
- Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Paul J Laurienti
- Wake Forest Claude D. Pepper Center, Winston-Salem, North Carolina, USA
- Department of Radiology, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Stephen B Kritchevsky
- Wake Forest Claude D. Pepper Center, Winston-Salem, North Carolina, USA
- Department of Gerontology and Geriatric Medicine, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
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Ratcliffe LN, McDonald T, Robinson B, Sass JR, Loring DW, Hewitt KC. Classification statistics of the Montreal Cognitive Assessment (MoCA): Are we interpreting the MoCA correctly? Clin Neuropsychol 2023; 37:562-576. [PMID: 35699222 PMCID: PMC10351673 DOI: 10.1080/13854046.2022.2086487] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Accepted: 06/01/2022] [Indexed: 11/03/2022]
Abstract
OBJECTIVE The Montreal Cognitive Assessment (MoCA) is a common cognitive screener for detecting mild cognitive impairment (MCI). However, previously suggested cutoff scores of 26/30 and above is often criticized and lacks racial diversity. The purpose of this study is to investigate the potential influence of race on MoCA classification cutoff score accuracy. METHOD Data were obtained from the National Alzheimer's Coordinating Center (NACC) Uniform Data Set and yielded 4,758 total participants. Participants were predominately White (82.8%) and female (61.7%) with a mean age of 69.3 years (SD = 10.3) and education level of 16.3 years (SD = 2.6). Based on NACC's classification, participants were either cognitively normal (n = 3,650) or MCI (n = 1,108). RESULTS Sensitivity and specificity analyses revealed that when using the cutoff score of ≤26/30, the MoCA correctly classified 73.2% of White cognitively normal participants and 83.1% of White MCI participants. In contrast, this criterion correctly classified 40.5% of Black cognitively normal participants and 90.8% of Black MCI participants. Our sample was highly educated; therefore, we did not observe significant differences in scores when accounting for education across race. Classification statistics are presented. CONCLUSIONS Black participants were misclassified at a higher rate than White participants when applying the ≤26/30 cutoff score. We suggest cutoff scores of ≤25/30 be applied to White persons and ≤22/30 for Black persons. These findings highlight the need for racially stratified population-based norms given the high misclassification of Black participants without such adjustment.
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Affiliation(s)
- Lauren N. Ratcliffe
- Department of Clinical Psychology, Mercer University College of Health Professions, Atlanta, GA, USA
| | - Taylor McDonald
- Department of Clinical Psychology, Mercer University College of Health Professions, Atlanta, GA, USA
| | - Brittany Robinson
- Department of Clinical Psychology, Mercer University College of Health Professions, Atlanta, GA, USA
| | - John R. Sass
- Cognitive Rehabilitation of Georgia, Atlanta, GA, USA
- Restore Health Group, Atlanta, GA, USA
| | - David W. Loring
- Department of Neurology, Emory University School of Medicine, Atlanta, GA, USA
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
| | - Kelsey C. Hewitt
- Department of Neurology, Emory University School of Medicine, Atlanta, GA, USA
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Jørgensen K, Nielsen TR, Nielsen A, Waldorff FB, Høgh P, Gottrup H, Vestergaard K, Oxbøll AB, Waldemar G. Validity of the Brief Assessment of Impaired Cognition case-finding instrument for identification of dementia subgroups and staging of dementia. Eur J Neurol 2023; 30:578-586. [PMID: 36380695 PMCID: PMC10107638 DOI: 10.1111/ene.15636] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 11/02/2022] [Accepted: 11/11/2022] [Indexed: 11/17/2022]
Abstract
BACKGROUND AND PURPOSE The aims of this study were to examine the psychometric properties of the Brief Assessment of Impaired Cognition (BASIC) case-finding instrument in clinical settings focusing on (i) test-retest reliability, (ii) the discriminative validity of BASIC and its components for identification of Alzheimer disease (AD) dementia and non-AD dementia, and (iii) the association of expert clinical rating of cognitive status with BASIC performance. METHODS The test-retest reliability analysis was based on a sample of general practice patients (n = 59) retested with a mean interval of 19 days. Discriminative validity analyses and analysis of the association of cognitive status with BASIC performance were based on data from the primary validation study of BASIC in memory clinics. RESULTS The test-retest reliability of BASIC was high (r = 0.861). No significant difference in discriminative validity was found for identification of AD dementia (sensitivity = 0.99, specificity = 0.98) and non-AD dementia (sensitivity = 0.90, specificity = 0.98). All components of BASIC contributed to the high discriminative validity of both AD and non-AD dementia. BASIC performance was significantly correlated with expert clinical rating of the cognitive status of patients. A crude staging model for cognitive status using BASIC score intervals had superior classification accuracy (70%) compared to a Mini-Mental State Examination (MMSE) score range-based model (58% accuracy). CONCLUSIONS BASIC is a reliable and valid case-finding instrument for AD dementia and non-AD dementia in clinical settings. BASIC performance is significantly associated with the degree of cognitive impairment, and BASIC seems to be superior to MMSE for staging of impairment.
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Affiliation(s)
- Kasper Jørgensen
- Danish Dementia Research Centre, Department of Neurology, University of Copenhagen-Rigshospitalet, Copenhagen, Denmark
| | - Thomas Rune Nielsen
- Danish Dementia Research Centre, Department of Neurology, University of Copenhagen-Rigshospitalet, Copenhagen, Denmark
| | - Ann Nielsen
- Danish Dementia Research Centre, Department of Neurology, University of Copenhagen-Rigshospitalet, Copenhagen, Denmark
| | - Frans Boch Waldorff
- Section of General Practice, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Peter Høgh
- Department of Neurology, Zealand University Hospital, Roskilde, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Hanne Gottrup
- Dementia Clinic, Department of Neurology, Aarhus University Hospital, Aarhus, Denmark
| | - Karsten Vestergaard
- Dementia Clinic, Department of Neurology, Aalborg University Hospital, Aalborg, Denmark
| | - Anne-Britt Oxbøll
- Danish Dementia Research Centre, Department of Neurology, University of Copenhagen-Rigshospitalet, Copenhagen, Denmark
| | - Gunhild Waldemar
- Danish Dementia Research Centre, Department of Neurology, University of Copenhagen-Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
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Liu C, Murchland AR, VanderWeele TJ, Blacker D. Eliminating racial disparities in dementia risk by equalizing education quality: A sensitivity analysis. Soc Sci Med 2022; 312:115347. [PMID: 36162365 PMCID: PMC9990698 DOI: 10.1016/j.socscimed.2022.115347] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Revised: 07/06/2022] [Accepted: 09/01/2022] [Indexed: 10/31/2022]
Abstract
BACKGROUND Higher risk of dementia among racial/ethnic minorities compared to White populations in the U.S. has been attributed to life-course exposures to adverse conditions such as lower educational attainment, but most studies have not considered additional disparities in education quality. We sought to determine the extent to which disparities in dementia would be reduced had different racial groups received the same quality of education, with no change to present disparities in educational attainment. METHODS We conducted a literature review to assess whether and how measures of educational attainment and quality are utilized in the development of norms for standard cognitive screening measures. In a separate search of the literature, we identified estimates of relationships between race, education quality and dementia; and calculated the adjusted association between race and dementia had education quality been equalized between Black and White participants. RESULTS Most norms for cognitive measures included educational attainment, but few addressed quality. Our search identified relevant parameter estimates: 44.3% of Black participants and 10.5% of White participants had "limited literacy" (<9th grade reading level, a potential marker of poor education quality), which was associated with a 53% greater hazard of dementia compared with "adequate literacy" (≥ 9th grade reading level) after adjusting for educational attainment. Applying these parameters to a hazard ratio of 1.37 (95%CI: 1.12,1.67) for the risk of dementia comparing Black to White participants, we obtained an adjusted hazard ratio of 1.17 (0.96,1.43), a 54% reduction. DISCUSSION Present studies are limited in their consideration of education quality. Our work using available measures from the literature suggests that if education quality were equalized across groups by race, without changing disparities in attainment, racial disparities in dementia would be reduced by about half. Future work should seek to consistently incorporate education quality in order to better understand the sources of disparities.
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Affiliation(s)
- Chelsea Liu
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
| | - Audrey R Murchland
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Tyler J VanderWeele
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA; Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Deborah Blacker
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA; Department of Psychiatry, Massachusetts General Hospital/Harvard Medical School, Boston, MA, USA
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7
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Jaeger BC, Bress AP, Bundy JD, Cheung AK, Cushman WC, Drawz PE, Johnson KC, Lewis CE, Oparil S, Rocco MV, Rapp SR, Supiano MA, Whelton PK, Williamson JD, Wright JT, Reboussin DM, Pajewski NM. Longer-Term All-Cause and Cardiovascular Mortality With Intensive Blood Pressure Control: A Secondary Analysis of a Randomized Clinical Trial. JAMA Cardiol 2022; 7:1138-1146. [PMID: 36223105 PMCID: PMC9558058 DOI: 10.1001/jamacardio.2022.3345] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Accepted: 07/15/2022] [Indexed: 12/15/2022]
Abstract
Importance The Systolic Blood Pressure Intervention Trial (SPRINT) showed that intensive blood pressure control reduced cardiovascular morbidity and mortality. However, the legacy effect of intensive treatment is unknown. Objective To evaluate the long-term effects of randomization to intensive treatment with the incidence of cardiovascular and all-cause mortality approximately 4.5 years after the trial ended. Design, Setting, and Participants In this secondary analysis of a multicenter randomized clinical trial, randomization began on November 8, 2010, the trial intervention ended on August 20, 2015, and trial close-out visits occurred through July 2016. Patients 50 years and older with hypertension and increased cardiovascular risk but without diabetes or history of stroke were included from 102 clinic sites in the US and Puerto Rico. Analyses were conducted between October 2021 and February 2022. Interventions Randomization to systolic blood pressure (SBP) goal of less than 120 mm Hg (intensive treatment group; n = 4678) vs less than 140 mm Hg (standard treatment group; n = 4683). Main Outcomes and Measures Extended observational follow-up for mortality via the US National Death Index from 2016 through 2020. In a subset of 2944 trial participants, outpatient SBP from electronic health records during and after the trial were examined. Results Among 9361 randomized participants, the mean (SD) age was 67.9 (9.4) years, and 3332 (35.6%) were women. Over a median (IQR) intervention period of 3.3 (2.9-3.9) years, intensive treatment was beneficial for both cardiovascular mortality (hazard ratio [HR], 0.66; 95% CI, 0.49-0.89) and all-cause mortality (HR, 0.83; 95% CI, 0.68-1.01). However, at the median (IQR) total follow-up of 8.8 (8.3-9.3) years, there was no longer evidence of benefit for cardiovascular mortality (HR, 1.02; 95% CI, 0.84-1.24) or all-cause mortality (HR, 1.08; 95% CI, 0.94-1.23). In a subgroup of participants, the estimated mean outpatient SBP among participants randomized to intensive treatment increased from 132.8 mm Hg (95% CI, 132.0-133.7) at 5 years to 140.4 mm Hg (95% CI, 137.8-143.0) at 10 years following randomization. Conclusions and Relevance The beneficial effect of intensive treatment on cardiovascular and all-cause mortality did not persist after the trial. Given increasing outpatient SBP levels in participants randomized to intensive treatment following the trial, these results highlight the importance of consistent long-term management of hypertension. Trial Registration ClinicalTrials.gov Identifier: NCT01206062.
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Affiliation(s)
- Byron C. Jaeger
- Department of Biostatistics and Data Science, Wake Forest University School of Medicine, Winston-Salem, North Carolina
| | - Adam P. Bress
- Informatics, Decision-Enhancement, and Analytic Sciences (IDEAS) Center, Veterans Affairs, Salt Lake City Health Care System, Salt Lake City, Utah
- Department of Population Health Sciences, University of Utah School of Medicine, Salt Lake City
| | - Joshua D. Bundy
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, Louisiana
| | - Alfred K. Cheung
- Renal Section, Veterans Affairs Salt Lake City Healthcare System, Salt Lake City, Utah
- Division of Nephrology and Hypertension, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City
| | - William C. Cushman
- Department of Preventive Medicine, University of Tennessee Health Science Center, Memphis
| | - Paul E. Drawz
- Division of Renal Diseases and Hypertension, University of Minnesota, Minneapolis
| | - Karen C. Johnson
- Department of Preventive Medicine, University of Tennessee Health Science Center, Memphis
| | - Cora E. Lewis
- Department of Epidemiology, University of Alabama at Birmingham
| | - Suzanne Oparil
- Division of Cardiovascular Disease, Department of Medicine, University of Alabama at Birmingham
| | - Michael V. Rocco
- Section on Nephrology, Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Stephen R. Rapp
- Department of Psychiatry and Behavioral Medicine, Wake Forest University School of Medicine, Winston-Salem, North Carolina
- Department of Social Science and Health Policy, Wake Forest University School of Medicine, Winston-Salem, North Carolina
| | - Mark A. Supiano
- Division of Geriatrics, University of Utah School of Medicine, Salt Lake City
| | - Paul K. Whelton
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, Louisiana
| | - Jeff D. Williamson
- Section on Gerontology and Geriatric Medicine, Department of Internal Medicine, Wake Forest University School of Medicine, Winston-Salem, North Carolina
| | - Jackson T. Wright
- Division of Nephrology and Hypertension, University Hospitals Cleveland Medical Center, Case Western Reserve University, Cleveland, Ohio
| | - David M. Reboussin
- Department of Biostatistics and Data Science, Wake Forest University School of Medicine, Winston-Salem, North Carolina
| | - Nicholas M. Pajewski
- Department of Biostatistics and Data Science, Wake Forest University School of Medicine, Winston-Salem, North Carolina
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Schnabel RB, Marinelli EA, Arbelo E, Boriani G, Boveda S, Buckley CM, Camm AJ, Casadei B, Chua W, Dagres N, de Melis M, Desteghe L, Diederichsen SZ, Duncker D, Eckardt L, Eisert C, Engler D, Fabritz L, Freedman B, Gillet L, Goette A, Guasch E, Svendsen JH, Hatem SN, Haeusler KG, Healey JS, Heidbuchel H, Hindricks G, Hobbs FDR, Hübner T, Kotecha D, Krekler M, Leclercq C, Lewalter T, Lin H, Linz D, Lip GYH, Løchen ML, Lucassen W, Malaczynska-Rajpold K, Massberg S, Merino JL, Meyer R, Mont L, Myers MC, Neubeck L, Niiranen T, Oeff M, Oldgren J, Potpara TS, Psaroudakis G, Pürerfellner H, Ravens U, Rienstra M, Rivard L, Scherr D, Schotten U, Shah D, Sinner MF, Smolnik R, Steinbeck G, Steven D, Svennberg E, Thomas D, True Hills M, van Gelder IC, Vardar B, Palà E, Wakili R, Wegscheider K, Wieloch M, Willems S, Witt H, Ziegler A, Daniel Zink M, Kirchhof P. Early diagnosis and better rhythm management to improve outcomes in patients with atrial fibrillation: the 8th AFNET/EHRA consensus conference. Europace 2022; 25:6-27. [PMID: 35894842 PMCID: PMC9907557 DOI: 10.1093/europace/euac062] [Citation(s) in RCA: 68] [Impact Index Per Article: 34.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Accepted: 04/11/2022] [Indexed: 11/13/2022] Open
Abstract
Despite marked progress in the management of atrial fibrillation (AF), detecting AF remains difficult and AF-related complications cause unacceptable morbidity and mortality even on optimal current therapy. This document summarizes the key outcomes of the 8th AFNET/EHRA Consensus Conference of the Atrial Fibrillation NETwork (AFNET) and the European Heart Rhythm Association (EHRA). Eighty-three international experts met in Hamburg for 2 days in October 2021. Results of the interdisciplinary, hybrid discussions in breakout groups and the plenary based on recently published and unpublished observations are summarized in this consensus paper to support improved care for patients with AF by guiding prevention, individualized management, and research strategies. The main outcomes are (i) new evidence supports a simple, scalable, and pragmatic population-based AF screening pathway; (ii) rhythm management is evolving from therapy aimed at improving symptoms to an integrated domain in the prevention of AF-related outcomes, especially in patients with recently diagnosed AF; (iii) improved characterization of atrial cardiomyopathy may help to identify patients in need for therapy; (iv) standardized assessment of cognitive function in patients with AF could lead to improvement in patient outcomes; and (v) artificial intelligence (AI) can support all of the above aims, but requires advanced interdisciplinary knowledge and collaboration as well as a better medico-legal framework. Implementation of new evidence-based approaches to AF screening and rhythm management can improve outcomes in patients with AF. Additional benefits are possible with further efforts to identify and target atrial cardiomyopathy and cognitive impairment, which can be facilitated by AI.
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Affiliation(s)
- Renate B Schnabel
- Atrial Fibrillation Network (AFNET), Muenster, Germany,Department of Cardiology, University Heart & Vascular Center Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany,German Centre for Cardiovascular Research (DZHK) partner site Hamburg/Kiel/Lübeck, Hamburg, Germany
| | | | - Elena Arbelo
- Arrhythmia Section, Cardiology Department, Hospital Clinic, Universitat de Barcelona, Barcelona, Spain,IDIBAPS, Institut d'Investigació August Pi i Sunyer, Barcelona, Spain,CIBERCV, Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares, Madrid, Spain
| | - Giuseppe Boriani
- Cardiology Division, Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Polyclinic of Modena, Modena, Italy
| | - Serge Boveda
- Cardiology—Heart Rhythm Management Department, Clinique Pasteur, 45 Avenue de Lombez, 31076 Toulouse, France,Universiteit Ziekenhuis, Vrije Universiteit Brussel (VUB), Brussels, Belgium
| | | | - A John Camm
- Cardiology Clinical Academic Group, Molecular and Clinical Sciences Institute, St. George's University of London, London, UK
| | - Barbara Casadei
- RDM, Division of Cardiovascular Medicine, British Heart Foundation Centre of Research Excellence, NIHR Oxford Biomedical Research Centre, University of Oxford, Oxford, UK
| | - Winnie Chua
- Institute of Cardiovascular Sciences, University of Birmingham, Birmingham, UK
| | - Nikolaos Dagres
- Department of Electrophysiology, Heart Center Leipzig at University of Leipzig, Leipzig, Germany
| | - Mirko de Melis
- Medtronic Bakken Research Center, Maastricht, The Netherlands
| | - Lien Desteghe
- Research Group Cardiovascular Diseases, University of Antwerp, Antwerp, Belgium,Department of Cardiology, Antwerp University Hospital, Antwerp, Belgium,Faculty of Medicine and Life Sciences, Hasselt University, Hasselt, Belgium,Heart Centre Hasselt, Jessa Hospital, Hasselt, Belgium
| | - Søren Zöga Diederichsen
- Department of Cardiology, Copenhagen University Hospital—Rigshospitalet, Copenhagen, Denmark
| | - David Duncker
- Hannover Heart Rhythm Center, Department of Cardiology and Angiology, Hannover Medical School, Hannover, Germany
| | - Lars Eckardt
- Atrial Fibrillation Network (AFNET), Muenster, Germany,Division of Electrophysiology, Department of Cardiology and Angiology, Münster, Germany
| | | | - Daniel Engler
- Department of Cardiology, University Heart & Vascular Center Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany,German Centre for Cardiovascular Research (DZHK) partner site Hamburg/Kiel/Lübeck, Hamburg, Germany
| | - Larissa Fabritz
- Atrial Fibrillation Network (AFNET), Muenster, Germany,Department of Cardiology, University Heart & Vascular Center Hamburg, University Medical Center Hamburg-Eppendorf, Hamburg, Germany,German Centre for Cardiovascular Research (DZHK) partner site Hamburg/Kiel/Lübeck, Hamburg, Germany,Institute of Cardiovascular Sciences, University of Birmingham, Birmingham, UK,University Center of Cardiovascular Science Hamburg, Hamburg, Germany
| | - Ben Freedman
- Heart Research Institute, The University of Sydney, Sydney, Australia
| | | | - Andreas Goette
- Atrial Fibrillation Network (AFNET), Muenster, Germany,St Vincenz Hospital, Paderborn, Germany
| | - Eduard Guasch
- Arrhythmia Section, Cardiology Department, Hospital Clinic, Universitat de Barcelona, Barcelona, Spain,IDIBAPS, Institut d'Investigació August Pi i Sunyer, Barcelona, Spain,CIBERCV, Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares, Madrid, Spain
| | - Jesper Hastrup Svendsen
- Department of Cardiology, Copenhagen University Hospital—Rigshospitalet, Copenhagen, Denmark,Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | | | - Karl Georg Haeusler
- Atrial Fibrillation Network (AFNET), Muenster, Germany,Department of Neurology, Universitätsklinikum Würzburg, Würzburg, Germany
| | - Jeff S Healey
- Population Health Research Institute, McMaster University Hamilton, ON, Canada
| | - Hein Heidbuchel
- Research Group Cardiovascular Diseases, University of Antwerp, Antwerp, Belgium,Department of Cardiology, Antwerp University Hospital, Antwerp, Belgium
| | - Gerhard Hindricks
- Atrial Fibrillation Network (AFNET), Muenster, Germany,Department of Electrophysiology, Heart Center Leipzig at University of Leipzig, Leipzig, Germany
| | | | | | - Dipak Kotecha
- University of Birmingham & University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK
| | | | | | - Thorsten Lewalter
- Atrial Fibrillation Network (AFNET), Muenster, Germany,Hospital Munich South, Department of Cardiology, Munich, Germany,Department of Cardiology, University of Bonn, Bonn, Germany
| | - Honghuang Lin
- Department of Medicine, University of Massachusetts Medical School, Worcester, MA, USA
| | - Dominik Linz
- Department of Cardiology, Maastricht University Medical Center and Cardiovascular Research Institute Maastricht, Maastricht, The Netherlands,Department of Biomedical Sciences, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Gregory Y H Lip
- Liverpool Centre for Cardiovascular Science, University of Liverpool and Liverpool Heart & Chest Hospital, Liverpool, UK,Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Maja Lisa Løchen
- Department of Community Medicine, UiT The Arctic University of Norway, Tromsø, Norway
| | - Wim Lucassen
- Amsterdam UMC (location AMC), Department General Practice, Amsterdam, The Netherlands
| | | | - Steffen Massberg
- Department of Cardiology, University Hospital, LMU Munich, Munich, Germany,German Centre for Cardiovascular Research (DZHK), partner site: Munich Heart Alliance, Munich, Germany
| | - Jose L Merino
- Arrhythmia & Robotic EP Unit, La Paz University Hospital, IDIPAZ, Madrid, Spain
| | | | - Lluıs Mont
- Arrhythmia Section, Cardiology Department, Hospital Clinic, Universitat de Barcelona, Barcelona, Spain,IDIBAPS, Institut d'Investigació August Pi i Sunyer, Barcelona, Spain,CIBERCV, Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares, Madrid, Spain
| | | | - Lis Neubeck
- Arrhythmia & Robotic EP Unit, La Paz University Hospital, IDIPAZ, Madrid, Spain
| | - Teemu Niiranen
- Medtronic, Dublin, Ireland,Centre for Cardiovascular Health Edinburgh Napier University, Edinburgh, UK
| | - Michael Oeff
- Atrial Fibrillation Network (AFNET), Muenster, Germany
| | - Jonas Oldgren
- University of Turku and Turku University Hospital, Turku, Finland
| | | | - George Psaroudakis
- Uppsala Clinical Research Center and Department of Medical Sciences, Uppsala University, Uppsala, Sweden
| | - Helmut Pürerfellner
- School of Medicine, Belgrade University, Cardiology Clinic, University Clinical Centre of Serbia, Belgrade, Serbia
| | - Ursula Ravens
- Atrial Fibrillation Network (AFNET), Muenster, Germany,Bayer AG, Leverkusen, Germany
| | - Michiel Rienstra
- Ordensklinikum Linz, Elisabethinen, Cardiological Department, Linz, Austria
| | - Lena Rivard
- Institute of Experimental Cardiovascular Medicine, University Hospital Freiburg, Freiburg, Germany
| | - Daniel Scherr
- Department of Cardiology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Ulrich Schotten
- Atrial Fibrillation Network (AFNET), Muenster, Germany,Montreal Heart Institute, University of Montreal, Montreal, Canada
| | - Dipen Shah
- Division of Cardiology, Medical University of Graz, Graz, Austria
| | - Moritz F Sinner
- Atrial Fibrillation Network (AFNET), Muenster, Germany,Amsterdam UMC (location AMC), Department General Practice, Amsterdam, The Netherlands,Royal Brompton Hospital, London, UK
| | | | - Gerhard Steinbeck
- Atrial Fibrillation Network (AFNET), Muenster, Germany,MUMC+, Maastricht, The Netherlands
| | - Daniel Steven
- Atrial Fibrillation Network (AFNET), Muenster, Germany,University Hospital of Geneva, Cardiac Electrophysiology Unit, Geneva, Switzerland
| | - Emma Svennberg
- Center for Cardiology at Clinic Starnberg, Starnberg, Germany
| | - Dierk Thomas
- Atrial Fibrillation Network (AFNET), Muenster, Germany,University Hospital Cologne, Heart Center, Department of Electrophysiology, Cologne, Germany,Karolinska Institutet, Department of Medicine Huddinge, Karolinska University Hospital, Stockholm, Sweden,Department of Cardiology, Medical University Hospital, Heidelberg, Germany
| | - Mellanie True Hills
- HCR (Heidelberg Center for Heart Rhythm Disorders), Medical University Hospital Heidelberg, Heidelberg, Germany
| | - Isabelle C van Gelder
- DZHK (German Center for Cardiovascular Research), partner site Heidelberg/Mannheim, Heidelberg, Germany
| | - Burcu Vardar
- Uppsala Clinical Research Center and Department of Medical Sciences, Uppsala University, Uppsala, Sweden
| | - Elena Palà
- StopAfib.org, American Foundation for Women’s Health, Decatur, TX, USA
| | - Reza Wakili
- Atrial Fibrillation Network (AFNET), Muenster, Germany,Department of Cardiology, University Medical Center Groningen, University of Groningen, The Netherlands
| | - Karl Wegscheider
- Atrial Fibrillation Network (AFNET), Muenster, Germany,German Centre for Cardiovascular Research (DZHK) partner site Hamburg/Kiel/Lübeck, Hamburg, Germany,Neurovascular Research Laboratory, Vall d’Hebron Institute of Research (VHIR), Autonomous University of Barcelona, Barcelona, Spain
| | - Mattias Wieloch
- Department of Cardiology and Vascular Medicine, Westgerman Heart and Vascular Center, University of Duisburg-Essen, Essen, Germany,Institute of Medical Biometry and Epidemiology, University Medical Center Hamburg-Eppendorf, Germany
| | - Stephan Willems
- Atrial Fibrillation Network (AFNET), Muenster, Germany,German Centre for Cardiovascular Research (DZHK) partner site Hamburg/Kiel/Lübeck, Hamburg, Germany,Department of Coagulation Disorders, Skane University Hospital, Lund University, Malmö, Sweden
| | | | | | - Matthias Daniel Zink
- Asklepios Hospital St Georg, Department of Cardiology and Internal Intensive Care Medicine, Faculty of Medicine, Semmelweis University Campus Hamburg, Hamburg, Germany
| | - Paulus Kirchhof
- Corresponding author. Tel: +49 40 7410 52438; Fax: +49 40 7410 55862. E-mail address:
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9
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Kessels RPC, de Vent NR, Bruijnen CJWH, Jansen MG, de Jonghe JFM, Dijkstra BAG, Oosterman JM. Regression-Based Normative Data for the Montreal Cognitive Assessment (MoCA) and Its Memory Index Score (MoCA-MIS) for Individuals Aged 18–91. J Clin Med 2022; 11:jcm11144059. [PMID: 35887823 PMCID: PMC9318507 DOI: 10.3390/jcm11144059] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 07/07/2022] [Accepted: 07/12/2022] [Indexed: 01/07/2023] Open
Abstract
(1) Background: There is a need for a brief assessment of cognitive function, both in patient care and scientific research, for which the Montreal Cognitive Assessment (MoCA) is a psychometrically reliable and valid tool. However, fine-grained normative data allowing for adjustment for age, education, and/or sex are lacking, especially for its Memory Index Score (MIS). (2) Methods: A total of 820 healthy individuals aged 18–91 (366 men) completed the Dutch MoCA (version 7.1), of whom 182 also completed the cued recall and recognition memory subtests enabling calculation of the MIS. Regression-based normative data were computed for the MoCA Total Score and MIS, following the data-handling procedure of the Advanced Neuropsychological Diagnostics Infrastructure (ANDI). (3) Results: Age, education level, and sex were significant predictors of the MoCA Total Score (Conditional R2 = 0.4, Marginal R2 = 0.12, restricted maximum likelihood (REML) criterion at convergence: 3470.1) and MIS (Marginal R2 = 0.14, REML criterion at convergence: 682.8). Percentile distributions are presented that allow for age, education and sex adjustment for the MoCA Total Score and the MIS. (4) Conclusions: We present normative data covering the full adult life span that can be used for the screening for overall cognitive deficits and memory impairment, not only in older people with or people at risk of neurodegenerative disease, but also in younger individuals with acquired brain injury, neurological disease, or non-neurological medical conditions.
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Affiliation(s)
- Roy P. C. Kessels
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, 6525 GD Nijmegen, The Netherlands; (M.G.J.); (J.M.O.)
- Vincent van Gogh Institute for Psychiatry, Center of Excellence for Korsakoff and Alcohol-Related Cognitive Disorders, 5803 DN Venray, The Netherlands;
- Klimmendaal Rehabilitation Specialists, 6813 GG Arnhem, The Netherlands
- Tactus Addiction Care, 7400 AD Deventer, The Netherlands
- Department of Medical Psychology and Radboudumc Alzheimer Center, Radboud University Medical Center, 6500 HB Nijmegen, The Netherlands
- Correspondence: ; Tel.: +31-24-3612-541
| | - Nathalie R. de Vent
- Department of Psychology, University of Amsterdam, 1018 WS Amsterdam, The Netherlands;
| | - Carolien J. W. H. Bruijnen
- Vincent van Gogh Institute for Psychiatry, Center of Excellence for Korsakoff and Alcohol-Related Cognitive Disorders, 5803 DN Venray, The Netherlands;
- Nijmegen Institute for Scientist-Practitioners in Addiction (NISPA), Radboud University, 6525 GD Nijmegen, The Netherlands;
| | - Michelle G. Jansen
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, 6525 GD Nijmegen, The Netherlands; (M.G.J.); (J.M.O.)
| | | | - Boukje A. G. Dijkstra
- Nijmegen Institute for Scientist-Practitioners in Addiction (NISPA), Radboud University, 6525 GD Nijmegen, The Netherlands;
- Novadic-Kentron, Addiction Care Center, 5261 LX Vught, The Netherlands
| | - Joukje M. Oosterman
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, 6525 GD Nijmegen, The Netherlands; (M.G.J.); (J.M.O.)
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10
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Classon E, van den Hurk W, Lyth J, Johansson MM. Montreal Cognitive Assessment: Normative Data for Cognitively Healthy Swedish 80- to 94-Year-Olds. J Alzheimers Dis 2022; 87:1335-1344. [PMID: 35431248 PMCID: PMC9198733 DOI: 10.3233/jad-215629] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Background: The Montreal Cognitive Assessment (MoCA) is sensitive to cognitive impairment; however, it is also sensitive to demographic and socio-cultural factors. This necessitates reliable sub-population norms, but these are often lacking for older adults. Objective: To present demographically adjusted regression-based MoCA norms for cognitively healthy Swedish older adults. Methods: A pseudo-random sample of community-dwelling 80- to 94-year-olds, stratified by age and gender, was invited to the study. Initial telephone interviews and medical records searches (n = 218) were conducted to screen for cognitive impairment. N = 181 eligible participants were administered a protocol including the Swedish version of the MoCA and assessment of global cognition (Mini-Mental State Examination, MMSE) and depression (Patient Health Questionnaire-9, PHQ-9). Individuals scoring in the range of possible cognitive impairment on the MMSE or more than mild depression on the PHQ-9 were excluded (n = 23); three discontinued the test-session. Results: Norms were derived from the remaining n = 158. They were evenly distributed by gender, on average 85 years old, and with a mean education of 11 years. MoCA scores were independently influenced by age and education, together explaining 17.2% of the total variance. Higher age and lower education were associated with lower performance and 46% performed below the original cut-off (< 26/30). Conclusion: The negative impact of increasing age on MoCA performance continues linearly into the nineties in normal aging. Demographic factors should be considered when interpreting MoCA performance and a tool for computing demographically corrected standard scores is provided.
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Affiliation(s)
- Elisabet Classon
- Department of Acute Internal Medicine and Geriatrics, and Department of Health, Medicine and Caring Sciences, Division of Prevention, Rehabilitation and Community Medicine, Linköping University, Linköping, Sweden
| | - Wobbie van den Hurk
- Mindmore AB, Stockholm, Sweden, and Department of Health, Medicine and Caring Sciences, Division of Prevention, Rehabilitation and Community Medicine, Linköping University, Linköping, Sweden
| | - Johan Lyth
- Department of Health, Medicine and Caring Sciences, Division of Society and Health, Linköping University, Linköping, Sweden
| | - Maria M. Johansson
- Department of Activity and Health, and Department of Health, Medicine and Caring Sciences, Division of Prevention, Rehabilitation and Community Medicine, Linköping University, Linköping, Sweden
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