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Published in: Journal of Neural Transmission 4/2013

01-04-2013 | Neurology and Preclinical Neurological Studies - Original Article

Diagnostic and screening power of neuropsychological testing in detecting mild cognitive impairment in Parkinson’s disease

Authors: Roberta Biundo, Luca Weis, Manuela Pilleri, Silvia Facchini, Patrizia Formento-Dojot, Annamaria Vallelunga, Angelo Antonini

Published in: Journal of Neural Transmission | Issue 4/2013

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Abstract

Prevalence of mild cognitive impairment (MCI) in Parkinson’s disease (PD) is variable likely due to methodological differences in classification criteria and lack of consensus about neuropsychological tests used for cognitive profiling. The main objective of our study was to identify the most suitable neuropsychological tests and determine their screening and diagnostic cutoff scores for PD-MCI. A series of 104 consecutive PD patients performed an extensive neuropsychological evaluation. Individual test values were converted into Z-scores using relative published normative data. According to published criteria, PD patients were categorized as PD-CNT (PD without cognitive impairment), PD-MCI (patients performing −1.5 SDs below the mean score in at least one cognitive domain), and PDD. We used receiver operating characteristic (ROC) curves and K-means clustering analyses to calculate the best discriminating power of each neuropsychological tests in detecting PD-MCI. PD patients were categorized as follows: 55 PD-CNT (53 %), 34 PD-MCI (33 %), and 15 PDD (14 %). PD-MCI had lower education, longer disease duration and greater frequency of hallucinations than PD-CNT. We found that only the Trail Making test, Rey-Osterrieth Complex Figure Test (ROCF) copy, Frontal Assessment Battery (FAB), Digit Span Backward, and Rey’s word auditory verbal learning test (RVLT) immediate recall reached significant screening and diagnostic validity in predicting PD-MCI (AUC 0.705–0.795) with cutoff scores calculated by ROC analyses lying within normal range for normative data. Specific neuropsychological tests covering verbal memory, attention/set-shifting, and visual-spatial deficits are the best predictors of MCI in PD if valid cutoff scores are used. These results have consequences for cognitive diagnosis and potentially in establishing the rate of PD cognitive decline.
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Literature
go back to reference Aarsland D, Andersen K, Larsen JP et al (2001) Risk of dementia in Parkinson’s disease: a community-based, prospective study. Neurology 56(6):730e6CrossRef Aarsland D, Andersen K, Larsen JP et al (2001) Risk of dementia in Parkinson’s disease: a community-based, prospective study. Neurology 56(6):730e6CrossRef
go back to reference Aarsland D, Andersen K, Larsen JP et al (2003) Prevalence and characteristics of dementia in Parkinson disease: an 8 year prospective study. Arch Neurol 60(3):387–392PubMedCrossRef Aarsland D, Andersen K, Larsen JP et al (2003) Prevalence and characteristics of dementia in Parkinson disease: an 8 year prospective study. Arch Neurol 60(3):387–392PubMedCrossRef
go back to reference Aarsland D, Kvaløy JT, Andersen K et al (2007) The effect of age of onset of PD on risk of dementia. J Neurol 254(1):38–45PubMedCrossRef Aarsland D, Kvaløy JT, Andersen K et al (2007) The effect of age of onset of PD on risk of dementia. J Neurol 254(1):38–45PubMedCrossRef
go back to reference Aarsland D, Bronnick K, Williams-Gray C et al (2010) Mild cognitive impairment in Parkinson disease: a multicenter pooled analysis. Neurology 75(12):1062–1069PubMedCrossRef Aarsland D, Bronnick K, Williams-Gray C et al (2010) Mild cognitive impairment in Parkinson disease: a multicenter pooled analysis. Neurology 75(12):1062–1069PubMedCrossRef
go back to reference Apollonio I, Leone M, Isella V et al (2005) The frontal assessment battery (FAB): normative values in an Italian population sample. Neurol Sci 26(2):108–116CrossRef Apollonio I, Leone M, Isella V et al (2005) The frontal assessment battery (FAB): normative values in an Italian population sample. Neurol Sci 26(2):108–116CrossRef
go back to reference Baldo JV, Schwartz S, Wilkins D et al (2006) Role of frontal versus temporal cortex in verbal fluency as revealed by voxel-based lesion symptom mapping. J Int Neuropsychol Soc 12(6):896–900PubMedCrossRef Baldo JV, Schwartz S, Wilkins D et al (2006) Role of frontal versus temporal cortex in verbal fluency as revealed by voxel-based lesion symptom mapping. J Int Neuropsychol Soc 12(6):896–900PubMedCrossRef
go back to reference Caffarra P, Vezzadini G, Dieci F et al (2002a) Rey-Osterrieth complex figure: normative values in an Italian population sample. Neurol Sci 22:443–447PubMedCrossRef Caffarra P, Vezzadini G, Dieci F et al (2002a) Rey-Osterrieth complex figure: normative values in an Italian population sample. Neurol Sci 22:443–447PubMedCrossRef
go back to reference Caffarra P, Vezzadini G, Dieci F et al (2002b) Una versione abbreviata del test di Stroop. Dati normativi nella popolazione italiana. Nuova Rivista di Neurologia 12:111–115 Caffarra P, Vezzadini G, Dieci F et al (2002b) Una versione abbreviata del test di Stroop. Dati normativi nella popolazione italiana. Nuova Rivista di Neurologia 12:111–115
go back to reference Caffarra P, Gardini S, Zonato F et al (2011) Italian norms for the Freedman version of the Clock Drawing Test. J Clin Exp Neuropsychol 33(9):982–988PubMedCrossRef Caffarra P, Gardini S, Zonato F et al (2011) Italian norms for the Freedman version of the Clock Drawing Test. J Clin Exp Neuropsychol 33(9):982–988PubMedCrossRef
go back to reference Carlesimo GA, Caltagirone C, Gainotti G et al (1996) The mental deterioration battery: normative data, diagnostic reliability and qualitative analyses of cognitive impairment. Eur Neurol 36(6):378–384PubMedCrossRef Carlesimo GA, Caltagirone C, Gainotti G et al (1996) The mental deterioration battery: normative data, diagnostic reliability and qualitative analyses of cognitive impairment. Eur Neurol 36(6):378–384PubMedCrossRef
go back to reference Caviness JN, Driver-Dunckley E, Connor DJ et al (2007) Defining mild cognitive impairment in Parkinson’s disease. Mov Disord 22(9):1272–1277PubMedCrossRef Caviness JN, Driver-Dunckley E, Connor DJ et al (2007) Defining mild cognitive impairment in Parkinson’s disease. Mov Disord 22(9):1272–1277PubMedCrossRef
go back to reference Emre M, Aarsland D, Brown R et al (2007) Clinical diagnostic criteria for dementia associated with Parkinson’s disease. Mov Disord. 22(12):1689–1707PubMedCrossRef Emre M, Aarsland D, Brown R et al (2007) Clinical diagnostic criteria for dementia associated with Parkinson’s disease. Mov Disord. 22(12):1689–1707PubMedCrossRef
go back to reference Folstein MF, Folstein SE, McHugh PR (1975) “Mini-mental state”. A practical method for grading the cognitive state of patients for the clinician. J Psychiatr Res 12(3):189–198PubMedCrossRef Folstein MF, Folstein SE, McHugh PR (1975) “Mini-mental state”. A practical method for grading the cognitive state of patients for the clinician. J Psychiatr Res 12(3):189–198PubMedCrossRef
go back to reference Foltynie T, Brayne CE, Robbins TW et al (2004) The cognitive ability of an incident cohort of Parkinson’s patients in the UK. The CamPaIGN study. Brain 127(Pt 3):550–560PubMed Foltynie T, Brayne CE, Robbins TW et al (2004) The cognitive ability of an incident cohort of Parkinson’s patients in the UK. The CamPaIGN study. Brain 127(Pt 3):550–560PubMed
go back to reference Giovagnoli AR (1996) Del Pesce M., Mascheroni S., et al., Trail Making Test: normative values from 287 normal adult controls. Ital J Neurol Sci 17(4):305–309PubMedCrossRef Giovagnoli AR (1996) Del Pesce M., Mascheroni S., et al., Trail Making Test: normative values from 287 normal adult controls. Ital J Neurol Sci 17(4):305–309PubMedCrossRef
go back to reference Gjerstad MD, Aarsland D, Larsen JP (2002) Development of daytime somnolence over time in Parkinson’s disease. Neurology 58(10):1544–1546PubMedCrossRef Gjerstad MD, Aarsland D, Larsen JP (2002) Development of daytime somnolence over time in Parkinson’s disease. Neurology 58(10):1544–1546PubMedCrossRef
go back to reference Halliday G, Hely M, Reid W et al (2008) The progression of pathology in longitudinally followed patients with Parkinson’s disease. Acta Neuropathol 115(4):409–415PubMedCrossRef Halliday G, Hely M, Reid W et al (2008) The progression of pathology in longitudinally followed patients with Parkinson’s disease. Acta Neuropathol 115(4):409–415PubMedCrossRef
go back to reference Hobson P, Meara J (2004) Risk and incidence of dementia in a cohort of older subjects with Parkinson’s disease in the United Kingdom. Mov Disord 19(9):1043–1049PubMedCrossRef Hobson P, Meara J (2004) Risk and incidence of dementia in a cohort of older subjects with Parkinson’s disease in the United Kingdom. Mov Disord 19(9):1043–1049PubMedCrossRef
go back to reference Hoops S, Nazem S, Siderowf AD et al (2009) Validity of the MoCA and MMSE in the detection of MCI and dementia in Parkinson disease. Neurology 73(21):1738–1745PubMedCrossRef Hoops S, Nazem S, Siderowf AD et al (2009) Validity of the MoCA and MMSE in the detection of MCI and dementia in Parkinson disease. Neurology 73(21):1738–1745PubMedCrossRef
go back to reference Hughes TA, Ross HF, Musa S et al (2000) A 10 year study of the incidence of and factors predicting dementia in Parkinson’s disease. Neurology 54(8):1596–1602PubMedCrossRef Hughes TA, Ross HF, Musa S et al (2000) A 10 year study of the incidence of and factors predicting dementia in Parkinson’s disease. Neurology 54(8):1596–1602PubMedCrossRef
go back to reference Janvin CC, Larsen JP, Salmon DP et al (2006) Cognitive profiles of individual patients with Parkinson’s disease and dementia: comparison with dementia with lewy bodies and Alzheimer’s disease. Mov Disord 21(3):337–342PubMedCrossRef Janvin CC, Larsen JP, Salmon DP et al (2006) Cognitive profiles of individual patients with Parkinson’s disease and dementia: comparison with dementia with lewy bodies and Alzheimer’s disease. Mov Disord 21(3):337–342PubMedCrossRef
go back to reference Lezak MD, Howieson DB, Loring DW et al (2004) Neuropsychological Assessment, 4th ed. Oxford University Press, New York Lezak MD, Howieson DB, Loring DW et al (2004) Neuropsychological Assessment, 4th ed. Oxford University Press, New York
go back to reference Litvan I, Goldman JG, Tröster AI et al (2011) Diagnostic criteria for mild cognitive impairment in Parkinson’s disease: movement disorder society task force guidelines. Mov Disord 27(3):349–356CrossRef Litvan I, Goldman JG, Tröster AI et al (2011) Diagnostic criteria for mild cognitive impairment in Parkinson’s disease: movement disorder society task force guidelines. Mov Disord 27(3):349–356CrossRef
go back to reference Mondini S, Mapelli D, Vestri A et al (2003) L’esame neuropsicologico breve ENB. Milano, Raffaello Cortina, p 144 Mondini S, Mapelli D, Vestri A et al (2003) L’esame neuropsicologico breve ENB. Milano, Raffaello Cortina, p 144
go back to reference Muslimovic D, Post B, Speelman JD, Schmand B (2005) Cognitive profile of patients with newly diagnosed Parkinson disease. Neurology 65(8):1239–1245PubMedCrossRef Muslimovic D, Post B, Speelman JD, Schmand B (2005) Cognitive profile of patients with newly diagnosed Parkinson disease. Neurology 65(8):1239–1245PubMedCrossRef
go back to reference Novelli G, Papagno C, Capitani E et al (1986) Tre test clinici di ricerca e produzione lessicale: taratura su soggetti normali. Archo Psicol Neurol Psichiat 47:477–506 Novelli G, Papagno C, Capitani E et al (1986) Tre test clinici di ricerca e produzione lessicale: taratura su soggetti normali. Archo Psicol Neurol Psichiat 47:477–506
go back to reference Pagonabarraga J, Kulisevsky J, Llebaria G et al (2008) Parkinson’s disease-cognitive rating scale: a new cognitive scale specific for Parkinson’s disease. Mov Disord 23(7):998–1005PubMedCrossRef Pagonabarraga J, Kulisevsky J, Llebaria G et al (2008) Parkinson’s disease-cognitive rating scale: a new cognitive scale specific for Parkinson’s disease. Mov Disord 23(7):998–1005PubMedCrossRef
go back to reference Petersen RC, Smith GE, Waring SC et al (1999) Mild cognitive impairment: clinical characterization and outcome. Arch Neurol. 1999 Mar, 56(3), pp. 303–8. Erratum in. Arch Neurol 56(6):760CrossRef Petersen RC, Smith GE, Waring SC et al (1999) Mild cognitive impairment: clinical characterization and outcome. Arch Neurol. 1999 Mar, 56(3), pp. 303–8. Erratum in. Arch Neurol 56(6):760CrossRef
go back to reference Riedel O, Klotsche J, Spottke A et al (2008) Cognitive impairment in 873 patients with idiopathic Parkinson’s disease. Results from the German Study on Epidemiology of Parkinson’s Disease with Dementia (GEPAD). J Neurol 255(2):255–264PubMedCrossRef Riedel O, Klotsche J, Spottke A et al (2008) Cognitive impairment in 873 patients with idiopathic Parkinson’s disease. Results from the German Study on Epidemiology of Parkinson’s Disease with Dementia (GEPAD). J Neurol 255(2):255–264PubMedCrossRef
go back to reference Spinnler H, Tognoni G (1987) Standardizzazione e taratura italiana di test neuropsicologici. Ital J Neurol Sci 6(Suppl. 8):1–120 Spinnler H, Tognoni G (1987) Standardizzazione e taratura italiana di test neuropsicologici. Ital J Neurol Sci 6(Suppl. 8):1–120
go back to reference Tomlinson CL, Stowe R, Smita P et al (2010) Systematic review of levodopa dose equivalency reporting in Parkinson’s disease. Mov Disord 25(15):2649–2685PubMedCrossRef Tomlinson CL, Stowe R, Smita P et al (2010) Systematic review of levodopa dose equivalency reporting in Parkinson’s disease. Mov Disord 25(15):2649–2685PubMedCrossRef
go back to reference Verbaan D, Marinus J, Visser M et al (2007) Cognitive impairment in Parkinson’s disease. J Neurol Neurosurg Psychiatry 78(11):1182–1187PubMedCrossRef Verbaan D, Marinus J, Visser M et al (2007) Cognitive impairment in Parkinson’s disease. J Neurol Neurosurg Psychiatry 78(11):1182–1187PubMedCrossRef
go back to reference Weintraub D, Moberg PJ, Culbertson WC et al (2004) Evidence for impaired encoding and retrieval memory profiles in Parkinson disease. Cogn Behav Neurol 17(4):195–200PubMed Weintraub D, Moberg PJ, Culbertson WC et al (2004) Evidence for impaired encoding and retrieval memory profiles in Parkinson disease. Cogn Behav Neurol 17(4):195–200PubMed
go back to reference Whittington CJ, Podd J, Stewart-Williams S (2006) Memory deficits in Parkinson’s disease. J Clin Exp Neuropsychol 28(5):738–754PubMedCrossRef Whittington CJ, Podd J, Stewart-Williams S (2006) Memory deficits in Parkinson’s disease. J Clin Exp Neuropsychol 28(5):738–754PubMedCrossRef
go back to reference Williams-Gray CH, Evans JR, Goris A et al (2009) The distinct cognitive syndromes of Parkinson’s disease: 5 year follow-up of the CamPaIGN cohort. Brain 132(Pt 11):2958–2969PubMedCrossRef Williams-Gray CH, Evans JR, Goris A et al (2009) The distinct cognitive syndromes of Parkinson’s disease: 5 year follow-up of the CamPaIGN cohort. Brain 132(Pt 11):2958–2969PubMedCrossRef
Metadata
Title
Diagnostic and screening power of neuropsychological testing in detecting mild cognitive impairment in Parkinson’s disease
Authors
Roberta Biundo
Luca Weis
Manuela Pilleri
Silvia Facchini
Patrizia Formento-Dojot
Annamaria Vallelunga
Angelo Antonini
Publication date
01-04-2013
Publisher
Springer Vienna
Published in
Journal of Neural Transmission / Issue 4/2013
Print ISSN: 0300-9564
Electronic ISSN: 1435-1463
DOI
https://doi.org/10.1007/s00702-013-1004-2

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