| Literature DB >> 26078489 |
Tivadar Lucza1, Kázmér Karádi1, János Kállai1, Rita Weintraut1, József Janszky2, Attila Makkos3, Sámuel Komoly3, Norbert Kovács2.
Abstract
INTRODUCTION: Among the nonmotor features of Parkinson's disease (PD), cognitive impairment is one of the most troublesome problems. New diagnostic criteria for mild and major neurocognitive disorder (NCD) in PD were established by Diagnostic and Statistical Manual of Mental Disorders 5th edition (DSM-5). The aim of our study was to establish the diagnostic accuracy of widely used screening tests for NCD in PD.Entities:
Mesh:
Year: 2015 PMID: 26078489 PMCID: PMC4452352 DOI: 10.1155/2015/983606
Source DB: PubMed Journal: Behav Neurol ISSN: 0953-4180 Impact factor: 3.342
Demographic, Parkinson's disease- (PD-) related and neurocognitive data of the study population.
| Normal cognition ( | Mild neurocognitive disorder due to PD ( | Major neurocognitive disorder due to PD ( |
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| Median | Percentile 25 | Percentile 75 | Mean | SD | Median | Percentile 25 | Percentile 75 | Mean | SD | Median | Percentile 25 | Percentile 75 | Mean | SD | ||
| Age (years) | 65 | 59 | 70 | 63.73 | 10.13 | 71 | 65 | 76 | 70.35 | 7.33 | 74 | 70 | 79 | 74.28 | 7.03 | 0.000 |
| Age at onset (years) | 57 | 49 | 65 | 56.00 | 11.69 | 64 | 54 | 68 | 61.97 | 10.27 | 67 | 56 | 75 | 65.25 | 12.47 | 0.000 |
| Education (years) | 12 | 11 | 16 | 13.04 | 3.08 | 12 | 11 | 15 | 12.28 | 3.00 | 12 | 11 | 15 | 12.00 | 2.97 | 0.124 |
| Sex (male/female) | 201 M/56 F | 47 M/13 F | 42 M/11 F | 0.986 | ||||||||||||
| Disease duration (years) | 6 | 2 | 11 | 7.58 | 6.74 | 7 | 3 | 12 | 8.38 | 6.68 | 7 | 3 | 15 | 9.08 | 7.56 | 0.328 |
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| LED (mg) | 400 | 14 | 885 | 559.30 | 544.13 | 330 | 14 | 765 | 506.80 | 614.24 | 334 | 14 | 780 | 490.94 | 558.59 | 0.642 |
| MDS-UPDRS Part 1 | 12 | 9 | 17 | 12.63 | 5.96 | 13 | 10 | 18 | 14.13 | 6.88 | 13 | 11 | 20 | 13.44 | 6.64 | 0.077 |
| MDS-UPDRS Part 2 | 13 | 7 | 19 | 13.93 | 8.65 | 13 | 9 | 19 | 13.35 | 7.83 | 16 | 9 | 22 | 15.92 | 7.83 | 0.137 |
| MDS-UPDRS Part 3 | 37 | 28 | 46 | 38.22 | 14.73 | 40 | 34 | 51 | 42.07 | 14.56 | 50 | 41 | 58 | 48.72 | 13.55 | 0.000 |
| MDS-UPDRS Part 4 | 4 | 2 | 6 | 4.77 | 3.50 | 4 | 2 | 6 | 4.12 | 3.06 | 4 | 2 | 6 | 4.57 | 3.21 | 0.423 |
| Hoehn & Yahr Stage (1/2/3/4/5) | 5/157/67/24/4 | 0/30/20/9/1 | 0/15/24/11/3 | 0.001 | ||||||||||||
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| MADRS | 8 | 5 | 13 | 9.48 | 5.79 | 10 | 5 | 15 | 10.08 | 5.97 | 10 | 6 | 15 | 10.68 | 5.48 | 0.092 |
| LARS | −25 | −30 | −21 | −24.01 | 7.61 | −22 | −28 | −17 | −21.91 | 7.02 | −19 | −26 | −11 | −17.79 | 10.97 | 0.000 |
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| ACE orientation | 10 | 10 | 10 | 9.93 | 0.48 | 10 | 10 | 10 | 9.81 | 0.50 | 10 | 9 | 10 | 9.16 | 1.30 | 0.000 |
| ACE attention | 8 | 8 | 8 | 7.92 | 0.40 | 8 | 7 | 8 | 7.68 | 0.59 | 7 | 6 | 8 | 6.78 | 1.47 | 0.000 |
| ACE memory | 29 | 26 | 32 | 28.41 | 4.97 | 23 | 19 | 26 | 22.26 | 5.73 | 19 | 14 | 24 | 18.86 | 6.44 | 0.000 |
| ACE verbal fluency | 10 | 9 | 12 | 10.01 | 2.48 | 8 | 6 | 9 | 7.53 | 2.22 | 6 | 4 | 7 | 6.05 | 2.41 | 0.000 |
| ACE language | 28 | 27 | 28 | 27.53 | 0.97 | 27 | 27 | 28 | 27.06 | 0.94 | 26 | 26 | 28 | 25.89 | 2.60 | 0.000 |
| ACE visuospatial | 5 | 4 | 5 | 4.23 | 1.00 | 4 | 3 | 4 | 3.38 | 1.21 | 2 | 2 | 3 | 2.59 | 1.19 | 0.000 |
| ACE total score | 89 | 85 | 93 | 88.02 | 7.58 | 79 | 73 | 82 | 77.72 | 6.79 | 70 | 63 | 76 | 69.35 | 8.88 | 0.000 |
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| MMSE orientation | 10 | 10 | 10 | 9.89 | 0.75 | 10 | 10 | 10 | 9.85 | 0.45 | 10 | 8 | 10 | 9.08 | 1.25 | 0.000 |
| MMSE attention | 8 | 8 | 8 | 7.90 | 0.46 | 8 | 8 | 8 | 7.66 | 0.82 | 7 | 5 | 8 | 6.51 | 1.67 | 0.000 |
| MMSE memory | 2 | 1 | 3 | 2.07 | 0.91 | 2 | 1 | 2 | 1.49 | 0.84 | 1 | 0 | 2 | 1.02 | 0.95 | 0.000 |
| MMSE language | 8 | 8 | 8 | 7.71 | 0.64 | 8 | 7 | 8 | 7.53 | 0.82 | 7 | 7 | 8 | 7.04 | 1.14 | 0.000 |
| MMSE visuospatial | 1 | 1 | 1 | 0.93 | 0.25 | 1 | 1 | 1 | 0.81 | 0.39 | 0 | 0 | 1 | 0.49 | 0.50 | 0.000 |
| MMSE total score | 29 | 28 | 30 | 28.51 | 1.98 | 28 | 26 | 29 | 27.34 | 1.71 | 25 | 22 | 27 | 24.13 | 3.09 | 0.000 |
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| MoCA Executive/visuospatial | 4 | 4 | 5 | 4.13 | 0.86 | 3 | 3 | 4 | 3.14 | 1.09 | 2 | 2 | 3 | 2.49 | 1.10 | 0.000 |
| MoCA naming | 3 | 3 | 3 | 2.99 | 0.12 | 3 | 3 | 3 | 2.90 | 0.36 | 3 | 3 | 3 | 2.79 | 0.41 | 0.000 |
| MoCA attention | 6 | 5 | 6 | 5.45 | 0.84 | 5 | 4 | 6 | 4.75 | 1.04 | 3 | 3 | 4 | 3.49 | 1.42 | 0.000 |
| MoCA language | 2 | 2 | 3 | 2.35 | 0.72 | 2 | 1 | 2 | 1.63 | 0.91 | 1 | 1 | 2 | 1.34 | 0.81 | 0.000 |
| MoCA abstraction | 2 | 2 | 2 | 1.90 | 0.31 | 2 | 2 | 2 | 1.66 | 0.66 | 2 | 1 | 2 | 1.57 | 0.67 | 0.000 |
| MoCA delayed recall | 3 | 1 | 4 | 2.44 | 1.48 | 1 | 0 | 2 | 1.14 | 1.20 | 0 | 0 | 1 | 0.49 | 0.93 | 0.000 |
| MoCA orientation | 6 | 6 | 6 | 5.97 | 0.17 | 6 | 6 | 6 | 5.92 | 0.28 | 5 | 5 | 6 | 5.17 | 1.01 | 0.000 |
| MoCA total score | 26 | 24 | 27 | 25.70 | 2.28 | 22 | 20 | 23 | 21.71 | 2.18 | 18 | 17 | 20 | 18.08 | 3.02 | 0.000 |
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| Mattis attention | 36 | 36 | 37 | 36.09 | 1.02 | 35 | 35 | 36 | 35.36 | 1.01 | 35 | 34 | 36 | 34.25 | 2.25 | 0.000 |
| Mattis initiation/perseveration | 37 | 34 | 37 | 35.23 | 2.72 | 34 | 31 | 37 | 33.36 | 3.23 | 29 | 26 | 31 | 28.39 | 4.16 | 0.000 |
| Mattis construction | 6 | 6 | 6 | 5.98 | 0.23 | 6 | 6 | 6 | 5.94 | 0.32 | 6 | 6 | 6 | 5.58 | 1.42 | 0.030 |
| Mattis conceptualization | 39 | 39 | 39 | 38.74 | 1.42 | 39 | 38 | 39 | 38.45 | 1.08 | 38 | 37 | 39 | 37.97 | 1.18 | 0.000 |
| Mattis memory | 24 | 23 | 25 | 23.52 | 1.84 | 22 | 20 | 24 | 21.38 | 3.96 | 19 | 17 | 21 | 18.56 | 3.80 | 0.000 |
| Mattis total score | 141 | 138 | 143 | 139.56 | 4.72 | 136 | 131 | 138 | 134.94 | 4.62 | 125 | 123 | 128 | 124.75 | 7.03 | 0.000 |
Mild and major neurocognitive disorder because Parkinson's disease was defined by the Diagnostic and Statistical Manual of Mental Disorders 5th edition criteria. p values are calculated by Kruskal-Wallis test with the exception of Hoehn & Yahr Scale and sex where Chi-square tests were utilized. ACE: Addenbrooke's Cognitive Examination; F: females; LARS: Lille's Apathy Scale; M: males; MADRS: Montgomery-Asberg Depression Rating Scale; MDRS: Mattis Dementia Rating Scale; MDS-UPDRS: Movement Disorders Society's Unified Parkinson's Disease Rating Scale; MMSE: Mini Mental State Examination; MoCA: Montreal Cognitive Assessment.
Diagnostic accuracy of screening tests for detecting mild neurocognitive disorder due to Parkinson's disease.
| Diagnostic accuracy | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MoCA | ACE | MMSE | MDRS | |||||||||
| Estimation | Lower 95% CI | Upper 95% CI | Estimation | Lower 95% CI | Upper 95% CI | Estimation | Lower 95% CI | Upper 95% CI | Estimation | Lower 95% CI | Upper 95% CI | |
| Best cut-off score | 23.5 | 83.5 | 27.5 | 139.5 | ||||||||
| Sensitivity | 0.915 | 0.848 | 0.958 | 0.871 | 0.790 | 0.930 | 0.602 | 0.540 | 0.714 | 0.939 | 0.873 | 0.977 |
| Specificity | 0.831 | 0.777 | 0.877 | 0.797 | 0.741 | 0.847 | 0.706 | 0.652 | 0.723 | 0.670 | 0.605 | 0.730 |
| Positive predictive value | 0.733 | 0.653 | 0.803 | 0.647 | 0.561 | 0.727 | 0.623 | 0.534 | 0.707 | 0.550 | 0.472 | 0.627 |
| Negative predictive value | 0.950 | 0.911 | 0.976 | 0.936 | 0.892 | 0.965 | 0.650 | 0.598 | 0.793 | 0.962 | 0.920 | 0.986 |
| Diagnostic accuracy | 0.859 | 0.818 | 0.894 | 0.820 | 0.774 | 0.859 | 0.671 | 0.624 | 0.712 | 0.751 | 0.700 | 0.797 |
| Likelihood ratio of a positive test | 5.417 | 4.047 | 7.250 | 4.302 | 3.305 | 5.599 | 2.575 | 1.804 | 3.125 | 2.843 | 2.349 | 3.440 |
| Likelihood ratio of a negative test | 0.103 | 0.057 | 0.187 | 0.161 | 0.097 | 0.269 | 0.312 | 0.259 | 0.484 | 0.091 | 0.041 | 0.198 |
Mild neurocognitive disorder because Parkinson's disease was defined by the Diagnostic and Statistical Manual of Mental Disorders 5th edition criteria.
ACE: Addenbrooke's Cognitive Examination; CI: confidence interval; MDRS: Mattis Dementia Rating Scale; MMSE: Mini Mental State Examination; MoCA: Montreal Cognitive Assessment.
Figure 1Receiver Operating Characteristic analysis of Addenbrooke's Cognitive Examination (ACE), Mattis Dementia Rating Scale (MDRS), Mini Mental State Examination (MMSE), and Montreal Cognitive Assessment (MoCA) for detecting mild neurocognitive disorder due to Parkinson's disease (PD) in accordance with the Diagnostic and Statistical Manual of Mental Disorders 5th edition criteria. Area under the curve (AUC) values are also represented with the 95% confidence interval values.
Diagnostic accuracy of screening tests for detecting major neurocognitive disorder due to Parkinson's disease.
| Diagnostic accuracy | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MoCA | ACE | MMSE | MDRS | |||||||||
| Estimation | Lower 95% CI | Upper 95% CI | Estimation | Lower 95% CI | Upper 95% CI | Estimation | Lower 95% CI | Upper 95% CI | Estimation | Lower 95% CI | Upper 95% CI | |
| Best cut-off score | 20.5 | 80.5 | 26.5 | 132.5 | ||||||||
| Sensitivity | 0.921 | 0.860 | 0.962 | 0.869 | 0.784 | 0.927 | 0.692 | 0.600 | 0.774 | 0.566 | 0.462 | 0.665 |
| Specificity | 0.801 | 0.738 | 0.859 | 0.790 | 0.737 | 0.841 | 0.806 | 0.752 | 0.853 | 0.943 | 0.905 | 0.970 |
| Positive predictive value | 0.750 | 0.674 | 0.816 | 0.640 | 0.550 | 0.714 | 0.623 | 0.534 | 0.707 | 0.812 | 0.699 | 0.896 |
| Negative predictive value | 0.953 | 0.917 | 0.980 | 0.921 | 0.874 | 0.945 | 0.850 | 0.798 | 0.893 | 0.835 | 0.784 | 0.878 |
| Diagnostic accuracy | 0.863 | 0.823 | 0.897 | 0.814 | 0.764 | 0.879 | 0.770 | 0.724 | 0.812 | 0.830 | 0.785 | 0.869 |
| Likelihood ratio of a positive test | 5.457 | 4.081 | 7.297 | 4.284 | 3.292 | 5.575 | 3.575 | 2.704 | 4.725 | 10.008 | 5.742 | 17.442 |
| Likelihood ratio of a negative test | 0.095 | 0.052 | 0.172 | 0.162 | 0.097 | 0.269 | 0.382 | 0.289 | 0.504 | 0.460 | 0.367 | 0.578 |
Major neurocognitive disorder because Parkinson's disease was defined by the Diagnostic and Statistical Manual of Mental Disorders 5th edition criteria.
ACE: Addenbrooke's Cognitive Examination; CI: confidence interval; MDRS: Mattis Dementia Rating Scale; MMSE: Mini Mental State Examination; MoCA: Montreal Cognitive Assessment.
Figure 2Receiver Operating Characteristic analysis of Addenbrooke's Cognitive Examination (ACE), Mattis Dementia Rating Scale (MDRS), Mini Mental State Examination (MMSE), and Montreal Cognitive Assessment (MoCA) for detecting major neurocognitive disorder due to Parkinson's disease (PD) in accordance with the Diagnostic and Statistical Manual of Mental Disorders 5th edition criteria. Area under the curve (AUC) values are also represented with the 95% confidence interval values.