Hostname: page-component-cd9895bd7-hc48f Total loading time: 0 Render date: 2024-12-27T11:43:13.941Z Has data issue: false hasContentIssue false

Neuropsychiatric symptom clusters of Alzheimer's disease in Hong Kong Chinese: prevalence and confirmatory factor analysis of the Neuropsychiatric Inventory

Published online by Cambridge University Press:  25 April 2012

Sheung-Tak Cheng*
Affiliation:
Department of Psychological Studies, Hong Kong Institute of Education, Hong Kong, China
Timothy Kwok
Affiliation:
Department of Medicine & Therapeutics, Chinese University of Hong Kong, Hong Kong, China
Linda C. W. Lam
Affiliation:
Department of Psychiatry, Chinese University of Hong Kong, Hong Kong, China
*
Correspondence should be addressed to: Sheung-Tak Cheng, Department of Psychological Studies, Hong Kong Institute of Education, 10 Lo Ping Road, Tai Po, N.T., Hong Kong, China. Phone: +852-2948-6563; Fax: +852-2948-7702. Email: takcheng@ied.edu.hk.
Get access

Abstract

Background: The aim of this study was to investigate the clustering of symptoms on the Neuropsychiatric Inventory (NPI) and the relative prevalence of symptom clusters in mild and moderate Alzheimer's disease (AD).

Methods: Confirmatory factor analysis (CFA) was performed on the polychoric correlation matrix of 12 NPI items (scored yes or no) using the weighted least squares with mean and variance adjustment (WLSMV) estimator in Mplus (N = 224 community-dwelling Chinese persons with mild/moderate AD). Severity of AD was determined by Clinical Dementia Rating scores. The relative model fit of three competing measurement models (also known as factor structures) was tested using a modified χ2 difference test. Prevalence rates across mild and moderate stages were compared using χ2 tests. Furthermore, the measurement model of choice was cross-validated in an independent sample of 181 community-dwelling persons with dementia.

Results: CFA supported a four-factor model, namely behavioral problems (agitation/aggressiveness, disinhibition, irritability, and aberrant motor behavior), psychosis (delusions and hallucinations), mood disturbance (depression, anxiety, sleep, appetite, and apathy), and euphoria (a stand-alone item that is equivalent to the factor). The most prevalent symptom clusters were behavioral (72%) and mood (69%) disturbances, followed by psychosis (45%). Euphoria was rare (6%). All syndromes were more prevalent in moderate than in mild stage, except for euphoria. In addition, the four-factor model was replicated in the cross-validation sample.

Conclusions: The four syndromes provide a parsimonious conceptualization of neuropsychiatric symptoms corresponding to clinical observations and neurochemical changes of the disease. The independent replication in the second sample supports generalization of the four-factor model in Chinese persons with AD.

Type
Research Article
Copyright
Copyright © International Psychogeriatric Association 2012

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

Aalten, P. et al. (2003). Behavioral problems in dementia: a factor analysis of the Neuropsychiatric Inventory. Dementia and Geriatric Cognitive Disorders, 15, 99105. doi: 10.1159/000067972.CrossRefGoogle ScholarPubMed
Aalten, P. et al. (2007). Neuropsychiatric syndromes in dementia: results from the European Alzheimer's disease consortium, part I. Dementia and Geriatric Cognitive Disorders, 24, 457463. doi: 10.1159/000110738.Google Scholar
Asparouhov, T. and Muthen, B. (2006). Robust chi square difference testing with mean and variance adjusted test statistics. Mplus Web Notes 10, 2011.Google Scholar
Assal, F. and Cummings, J. L. (2002). Neuropsychiatric symptoms in the dementias. Current Opinion in Neurology, 15, 445450.CrossRefGoogle ScholarPubMed
Brown, T. A. (2006). Confirmatory Factor Analysis for Applied Research. New York: Guilford Press.Google Scholar
Chau, P. H., Kwok, T., Woo, J., Chan, F., Hui, E. and Chan, K. C. (2010). Disagreement in preference for residential care between family caregivers and elders is greater among cognitively impaired elders group than cognitively intact elders group. International Journal of Geriatric Psychiatry, 25, 4654. doi: 10.1002/gps.2296.Google Scholar
Chow, T. W. et al. (2002). Neuropsychiatric symptoms of Alzheimer's disease differ in Chinese and American patients. International Journal of Geriatric Psychiatry, 17, 2228. doi: 10.1002/gps.509.CrossRefGoogle ScholarPubMed
Chu, L. W., Pei, C. K. W., Ho, M. H. and Chan, P. T. (1995). Validation of the Abbreviated Mental Test (Hong Kong version) in the elderly medical patient. Hong Kong Medical Journal, 1, 207211.Google Scholar
Craig, D., Mirakhur, A., Hart, D. J., Mcllroy, S. P. and Passmore, A. P. (2005). A cross-sectional study of neuropsychiatric symptoms in 435 patients with Alzheimer's disease. American Journal of Geriatric Psychiatry, 13, 460468. doi: 10.1176/appi.ajgp.13.6.460.CrossRefGoogle ScholarPubMed
Cummings, J. L. (1997). The Neuropsychiatric Inventory: assessing psychopathology in dementia patients. Neurology, 48, S10S16.Google Scholar
Cummings, J.L., McRae, T. and Zhang, R. (2006). Effects of donepezil on neuropsychiatric symptoms in patients with dementia and severe behavioral disorders. American Journal of Geriatric Psychiatry, 14, 605612. doi:10.1097/01.JGP.0000221293.91312.d3.Google Scholar
Cummings, J. L., Mega, M., Gray, K. and Rosenberg-Thompson, S. (1994). The Neuropsychiatric Inventory: comprehensive assessment of psychopathology in dementia. Neurology, 44, 23082314.CrossRefGoogle ScholarPubMed
Finkel, S. I., Costa e Silva, J., Cohen, G., Miller, S. and Sartorius, N. (1996). Behavioral and psychological signs and symptoms of dementia: a consensus statement on current knowledge and implications for research and treatment. International Psychogeriatrics, 8 (Suppl. 3), 497500.CrossRefGoogle ScholarPubMed
Frisoni, G. B. et al. (1999). Behavioral syndromes in Alzheimer's disease: description and correlates. Dementia and Geriatric Cognitive Disorders, 10, 130138. doi: 10.1159/000017113.CrossRefGoogle ScholarPubMed
Fuh, J., Liu, C., Mega, M. S., Wang, S. and Cummings, J. L. (2001). Behavioral disorders and caregivers' reaction in Taiwanese patients with Alzheimer's disease. International Psychogeriatrics, 13, 121128.CrossRefGoogle ScholarPubMed
Garre-Olmo, J., López-Pousa, S., Vilalta-Franch, J.de, G. B. and Bulbena Vilarrasa, A. (2010). Grouping and trajectories of the neuropsychiatric symptoms in patients with Alzheimer's disease, part I: symptom clusters. Journal of Alzheimer's Disease, 22, 11571167.CrossRefGoogle ScholarPubMed
Gauthier, S., Wirth, Y. and Mobius, H. J. (2005). Effects of memantine on behavioural symptoms in Alzheimer's disease patients: an analysis of the Neuropsychiatric Inventory (NPI) data of two randomised, controlled studies. International Journal of Geriatric Psychiatry, 20, 459464.Google Scholar
Gauthier, S. et al. (2010). Management of behavioral problems in Alzheimer's disease. International Psychogeriatrics, 22, 346372. doi: 10.1017/S1041610209991505.CrossRefGoogle ScholarPubMed
Hollingworth, P. et al. (2006). Four components describe behavioral symptoms in 1,120 individuals with late-onset Alzheimer's disease. Journal of the American Geriatrics Society, 54, 13481354. doi: 10.1111/j.1532-5415.2006.00854.x.Google Scholar
Kang, H. S., Ahn, I. S., Kim, J. H. and Kim, D. K. (2010). Neuropsychiatric symptoms in Korean patients with Alzheimer's disease: exploratory factor analysis and confirmatory factor analysis of the Neuropsychiatric Inventory. Dementia and Geriatric Cognitive Disorders, 29, 8287. doi: 10.1159/000264629.CrossRefGoogle ScholarPubMed
Lai, M. K. P. et al. (2003). Reduced serotonin 5-HT[sub]1A[/sub] receptor binding in the temporal cortex correlates with aggressive behavior in Alzheimer disease. Brain Research, 974, 8287. doi: 10.1016/S0006-8993(03)02554-X.Google Scholar
Lam, L. C. W. et al. (2008). Prevalence of very mild and mild dementia in community-dwelling older Chinese people in Hong Kong. International Psychogeriatrics, 20, 135148. doi: 10.1017/S1041610207006199.CrossRefGoogle ScholarPubMed
Leung, V. P., Lam, L. C., Chiu, H. F., Cummings, J. L. and Chen, Q. L. (2001). Validation study of the Chinese version of the Neuropsychiatric Inventory (CNPI). International Journal of Geriatric Psychiatry, 16, 789793.Google Scholar
Long, J. S. (1983). Confirmatory Factor Analysis: A Preface to LISREL. Newbury Park, CA: Sage.CrossRefGoogle Scholar
Lyketsos, C. G., Steinberg, M., Tschanz, J. T., Norton, M. C., Steffens, D. C. and Breitner, J. C. S. (2000). Mental and behavioral disturbances in dementia: findings from the Cache County Study on memory in aging. American Journal of Psychiatry, 157, 708714. doi: 10.1176/appi.ajp.157.5.708.CrossRefGoogle Scholar
Lyketsos, C. G., Breitner, J. C. S. and Rabins, P. V. (2001). An evidence-based proposal for the classification of neuropsychiatric disturbance in Alzheimer's disease. International Journal of Geriatric Psychiatry, 16, 10371042. doi: 10.1002/gps.440.CrossRefGoogle ScholarPubMed
Lyketsos, C.G., Lopez, O., Jones, B., Fitzpatrick, A.L., Breitner, J. and DeKosky, S. (2002). Prevalence of neuropsychiatric symptoms in dementia and mild cognitive impairment: results from the Cardiovascular Health Study. JAMA, 288, 14751483. doi:10.1001/jama.288.12.1475.CrossRefGoogle ScholarPubMed
Martínez, M. F., Flores, J., de, l. H., Lekumberri, A. M., Menocal, M. G. and Imirizaldu, J. J. Z. (2008). Prevalence of neuropsychiatric symptoms in elderly patients with dementia in Mungialde County (Basque country, Spain). Dementia and Geriatric Cognitive Disorders, 25, 103108. doi: 10.1159/000112215.CrossRefGoogle Scholar
McKhann, G., Drachman, D., Folstein, M., Katzman, R., Price, D. and Stadlan, E. M. (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, 939944.CrossRefGoogle ScholarPubMed
McShane, R. (2000). What are the syndromes of behavioral and psychological symptoms of dementia? International Psychogeriatrics, 12, 147153. doi: 10.1017/S1041610200006943.CrossRefGoogle Scholar
Meeks, T. W., Ropacki, S. A. and Jeste, D. V. (2006). The neurobiology of neuropsychiatric syndromes in dementia. Current Opinion in Psychiatry, 19, 581586. doi: 10.1097/01.yco.0000245746.45384.0e.Google Scholar
Morris, J. C. (1993). The Clinical Dementia Rating (CDR): current version and scoring rules. Neurology, 43, 24122414.Google Scholar
Olin, J. T., Katz, I. R., Meyers, B. S., Schneider, L. S. and Lebowitz, B. D. (2002). Provisional diagnostic criteria for depression of Alzheimer's disease: rationale and background. American Journal of Geriatric Psychiatry, 10, 129141. doi: 10.1176/appi.ajgp.10.2.129.Google Scholar
Pinquart, M. and Sörensen, S. (2003). Associations of stressors and uplifts of caregiving with caregiver burden and depressive mood: a meta-analysis. Journal of Gerontology: Psychological Sciences, 58B, P112P128.CrossRefGoogle Scholar
Robert, P. H. et al. (2005). Grouping for behavioral and psychological symptoms in dementia: clinical and biological aspects. Consensus paper of the European Alzheimer Disease Consortium. European Psychiatry, 20, 490496. doi: 10.1016/j.eurpsy.2004.09.031.Google Scholar
Senanarong, V. et al. (2003). Agitation in Alzheimer's disease is a manifestation of frontal lobe dysfunction. Dementia and Geriatric Cognitive Disorders, 17, 1420. doi: 10.1159/000074080.CrossRefGoogle ScholarPubMed
Spalletta, G. et al. (2010). Neuropsychiatric symptoms and syndromes in a large cohort of newly diagnosed, untreated patients with Alzheimer's disease. American Journal of Geriatric Psychiatry, 18, 10261035. doi: 10.1097/JGP.0b013e3181d6b68d.CrossRefGoogle Scholar
Starkstein, S. E., Ingram, L., Garau, M. L. and Mizrahi, R. (2005). On the overlap between apathy and depression in dementia. Journal of Neurology, Neurosurgery & Psychiatry, 76, 10701074.CrossRefGoogle ScholarPubMed
Steffens, D. C., Maytan, M., Helms, M. J. and Plassman, B. L. (2005). Prevalence and clinical correlates of neuropsychiatric symptoms in dementia. American Journal of Alzheimer's Disease and Other Dementias, 20, 367373. doi: 10.1177/153331750502000611.Google Scholar
Torti, F. M. Jr., Gwyther, L. P., Reed, S. D., Friedman, J. Y. and Schulman, K. A. (2004). A multinational review of recent trends and reports in dementia caregiver burden. Alzheimer Disease and Associated Disorders, 18, 99109. doi: 10.1097/01.wad.0000126902.37908.b2.CrossRefGoogle ScholarPubMed
Vilalta-Franch, J. et al. (2010). Syndromic association of behavioral and psychological symptoms of dementia in Alzheimer's disease and patient classification. American Journal of Geriatric Psychiatry, 18, 421432. doi: 10.1097/JGP.0b013e3181c6532f.Google Scholar
Yu, C. Y. (2002). Evaluating Cutoff Criteria of Model Fit Indices for Latent Variable Models with Binary and Continuous Outcomes. Available at: http://www.statmodel.com/download/Yudissertation.pdf. Accessed 1 August 2011.Google Scholar