Abstract
The aim of this study was to evaluate the neuropsychological instruments in predicting Alzheimer dementia after 5 years in the context of a longitudinal population-based cohort study. A total of 585 non-demented 75-year-old individuals completed neuropsychological examination at the baseline investigation; 479 subjects were followed after 30 months and 404 after 60 months. Cognition, depression and memory complaints were evaluated with psychometric instruments. Known risk factors for Alzheimer dementia were included in the analyses. Univariate logistic regression analyses and stepwise multiple models were calculated. A combination of reduced verbal memory, reduced visual motor speed, subjective memory complaints and the APOE ε4 carriage was best in predicting incident probable Alzheimer dementia (R 2 = 0.42, ROC curve = 0.91). The model achieved a positive predictive value of 23.3%, a negative predictive value of 98.7%, a sensitivity of 82.8% and a specificity of 82.4%. Alzheimer dementia can be predicted by neuropsychological instruments measuring episodic memory and motor speed. A high percentage of 98.7% subjects at age 75 years could be predicted as remaining non-demented at age 80 years. The prediction of those unlikely to develop AD would be more important in the future to spare further expensive diagnostic testing and protective therapies in individuals at low risk.
Similar content being viewed by others
References
Albert MS, Moss MB, Tanzi R, Jones K (2001) Preclinical prediction of AD using neuropsychological tests. J Int Neuropsychol Soc 7:631–639
Artero S, Tierney MC, Touchon J, Ritchie K (2003) Prediction of transition from cognitive impairment to senile dementia: a prospective, longitudinal study. Acta Psychiatr Scand 107:390–393
Barnes LL, Schneider JA, Boyle PA, Bienias JL, Bennett DA (2006) Memory complaints are related to Alzheimer disease pathology in older persons. Neurology 67:1581–1585
Bennett DA, Schneider JA, Bienias JL, Evans DA, Wilson RS (2005) Mild cognitive impairment is related to Alzheimer disease pathology and cerebral infarctions. Neurology 64:834–841
Berres M, Monsch AU, Bernasconi F, Thalmann B, Stähelin HB (2000) Normal ranges of neuropsychological tests for the diagnosis of Alzheimer’s disease. Stud Health Technol Inform 77:195–199
Blacker DB, Lee H, Muzikansky A, Martin EC, Tanzi R, McArdle JJ, Moss M, Albert M (2007) Neuropsychological measures in normal individuals that predict subsequent cognitive decline. Arch Neurol 64:862–871
Dik MG, Jonker C, Comijs HS, Bouter LM, Twisk JWR, van Kamp GJ, Deeg DJH (2001) Memory complaints and APOE-e4 accelerate cognitive decline in cognitively normal elderly. Neurology 57:2217–2222
Elias MF, Beiser A, Wolf PA, Au R, White RF, D’Agostino RB (2000) The preclinical phase of Alzheimer disease. A 22-year prospective study of the Framingham cohort. Arch Neurol 57:808–813
Fischer P, Gatterer G, Simanyi M, Jellinger K, Marterer A, Danielczyk K, Danielczyk W (1990) Memory deficits in advanced Parkinson’s disease. J Neural Transm 2:59–70
Fischer P, Jungwirth S, Krampla W, Weissgram S, Kirchmeyr W, Schreiber W, Huber K, Rainer M, Bauer P, Tragl KH (2002) Vienna-Transdanube-Aging “VITA”: Study design, recruitment strategies and level of participation. J Neural Transm Suppl 62:103–114
Fischer P, Jungwirth S, Zehetmayer S, Weissgram S, Hoenigschnabl S, Gelpi E, Krampla W, Tragl KH (2007) Conversion from subtypes of mild cognitive impairment to Alzheimer dementia. Neurology 68:288–291
Fischer P, Zehetmayer S, Jungwirth S, Weissgram S, Krampla W, Hinterberger M, Torma S, Rainer M, Huber K, Hoenigschnabl S, Gelpi S, Bauer K, Leitha T, Bauer P, Tragl KH (2008) Risk factors for Alzheimer dementia in a community-based birth cohort at the age of 75 years. Dement Geriatr Cogn Disord 25:501–507
Fleisher AS, Sowell BB, Taylor C, Gamst AC, Petersen RC, Thal LJ, for the Alzheimer’s Disease Cooperative study (2007) Clinical predictors of progression to Alzheimer disease in amnestic mild cognitive impairment. Neurology 68:1588–1595
Gatterer G (1990) Alters-Konzentrations Test, 1st edn. Verlag für Psychologie, Hogrefe, Göttingen
Geerlings MI, Jonker C, Bouter LM, Ader HJ, Schmand B (1999) Association between memory complaints and incident Alzheimer’s disease in elderly people with normal baseline cognition. Am J Psychiatry 156:531–537
Huber W, Poeck K, Weninger D, Willmes K (1983) Aachener Aphasie Test (AAT), 1st edn. Verlag für Psychologie, Hogrefe, Göttingen
Hughes CP, Berg L, Danziger WL, Coben LA, Martin RL (1982) A new clinical scale for the staging of dementia. Br J Psychiatry 140:566–572
Jacobs DM, Sano M, Dooneif G, Marder K, Bell KL, Stern Y (1995) Neuropsychological detection and characterization of preclincal Alzheimer’s disease. Neurology 45:957–962
Jorm AF, Christensen H, Henderson AS, Korten AE, Mackinnon AJ, Scott R (1994) Complaints of cognitive decline in the elderly: a comparison of reports by subjects and informants in a community survey. Psychol Med 24:365–474
Jorm AF, Masaki KH, Davis DG, Hardman J, Nelson J, Markesbery WR, Petrovich H, Ross GW, White LR (2004) Memory complaints in non-demented men predict future pathologic diagnosis of Alzheimer disease. Neurology 63:1960–1961
Knopman D, Parisi JE, Salvati A, Floriach-Robert M, Boeve BF, Ivnik RJ, Smith GE, Dickson DW, Johnson KA, Petersen LE, McDonald WC, Braak H, Petersen RC (2003) Neuropathology of cognitively normal elderly. J Neuropathol Exp Neurol 62:1087–1095
Kukull WA, Higdon R, Bowen JD, McCormick WC, Teri L, Schellenberg GD, van Belle G, Jolley L, Larson EB (2002) Dementia and Alzheimer disease incidence. A prospective cohort study. Arch Neurol 59:1737–1746
Lawton M, Brody E (1969) Assessment of older people: self-maintaining and instrumental activities of daily living. Gerontologist 9:179–186
Lindsay J, Laurin D, Verreault R, Hébert R, Helliwell B, Hill GB, McDowell I (2002) Risk factors for Alzheimer’s disease: a prospective analysis from the Canadian study of health and aging. Am J Epidemiol 156:445–453
Manly JJ, Tang MX, Schupf N, Stern Y, Vonsattel JPG, Mayeux R (2008) Frequency and course of mild cognitive impairment in a multiethnic community. Ann Neurol 63:494–506
Manos PJ (1999) Ten-point clock test sensitivity for Alzheimer’s disease in patients with MMSE scores greater than 23. Int J Geriatr Psychiatry 14:454–458
McKhann G, Drachman D, Folstein M, Katzmann R, Price D, Stadlan EM (1984) Clinical diagnosis of Alzheimer’s disease: report of the NINCDS-ADRDA work group under the auspices of Department of Health and Human Services Task Force on Alzheimer’s Disease. Neurology 34:939–944
Morris JC, Heyman A, Mohs RC, Hughes JP, van Belle G, Fillenbaum G, Mellits ED, Clark C (1989) The Consortium to Establish a Registry for Alzheimer’s Disease (CERAD). Part I. Clinical and neuropsychological assessment of Alzheimer’s disease. Neurology 39:1159–1165
Nielsen H, Lolk A, Andersen K, Andersen J, Kragh-Sørensen P (1999) Characteristics of elderly who develop Alzheimer’s disease during the next two years—a neuropsychological study using CAMCOG. The Odense study. Int J Geriatr Psychiatry 14:957–963
Palmer K, Bäckman L, Winbland B, Fratiglioni L (2008) Detection of Alzheimer’s disease and dementia in the preclinical phase: population-based cohort study. BMJ 326:1–5
Rapp MA, Reischies FM (2005) Attention and executive control predict Alzheimer disease in late life. Results from the Berlin Aging Study (BASE). Am J Geriatr Psychiatry 13:134–141
Reitan RM (1956) Trail Making Test. Manual for administration, scoring, and interpretation. Indiana University, Indianapolis
Ritchie K, Lovestone S (2002) The dementias. Lancet 360:1759–1766
Román GC, Tatemichi TK, Erkinjuntti T, Cummings JL, Masdeu JC, Garcia JH, Amaducci L, Orgogozo JM, Brun A, Hofman A, Moody DM, O’Brien MD, Yamaguchi T, Grafman J, Drayer BP, Bennett DA, Fisher M, Ogata J, Kokmen E, Bermejo F, Wolf PA, Gorelick PB, Bick KL, Pajeau AK, Bell MA, DeCarli C, Culebras A, Korczyn AD, Bogousslavsky J, Hartmann A, Scheinberg P (1993) Vascular dementia: diagnostic criteria for research studies. Report of the NINDS-AIREN international workshop. Neurology 43:250–260
Saß H, Wittchen HU, Zaudig M (1996) Diagnostisches und statistisches manual psychischer Störungen DSM-IV, 1st edn. Hogrefe, Göttingen
Schaie KW (1993) The Seattle longitudinal study: a thirty-five year inquiry of adult intellectual development. Z Geronto Geriatr 26:129–137
Schaie KW (1994) The course of adult intellectual development. Am Psychol 49:304–313
Sheikh JI, Yesavage JA (1986) Geriatric Depression Scale (GDS). Recent evidence and development of a shorter version. Clin Gerontol 5:165–173
Small BJ, Fratiglioni L, Viitanen M, Winblad B, Bäckman L (2001) Time course of preclinical cognitive deficits in Alzheimer’s disease. Res Pract Alzheimer’s Dis 5:29–34
Tabert MH, Manly JJ, Liu X, Pelton GH, Rosenblum S, Jacobs M, Zamora D, Goodkind M, Rell K, Stern Y, Devanand DP (2006) Neuropsychological prediction of conversion to Alzheimer disease in patients with mild cognitive impairment. Arch Gen Psychiatry 63:916–924
Acknowledgments
The Vienna Transdanube Aging (VITA) study was supported by the Ludwig Boltzmann Society and carried out at the Ludwig Boltzmann Institute of Aging Research.
Author information
Authors and Affiliations
Corresponding author
Additional information
The authors S. Jungwirth and S. Zehetmayer equally contributed to this work.
Rights and permissions
About this article
Cite this article
Jungwirth, S., Zehetmayer, S., Bauer, P. et al. Prediction of Alzheimer dementia with short neuropsychological instruments. J Neural Transm 116, 1513–1521 (2009). https://doi.org/10.1007/s00702-009-0318-6
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00702-009-0318-6