| Literature DB >> 35677341 |
Eric Wesner1, Lacey Etzkorn2, Shivani Bakre2, Jinyu Chen2, Alexander Davis1, Yifan Zhang2, Sevil Yasar1, Aruna Rao1, Mark Luciano3, Jiangxia Wang2, Abhay Moghekar1.
Abstract
Objectives: We sought to estimate reliable change thresholds for the Montreal Cognitive Assessment (MoCA) for older adults with suspected Idiopathic Normal Pressure Hydrocephalus (iNPH). Furthermore, we aimed to determine the likelihood that shunted patients will demonstrate significant improvement on the MoCA, and to identify possible predictors of this improvement.Entities:
Keywords: Montreal Cognitive Assessment (MoCA); cognition; cognitive examination; normal pressure hydrocephalus; reliable change index (RCI)
Year: 2022 PMID: 35677341 PMCID: PMC9168991 DOI: 10.3389/fneur.2022.887669
Source DB: PubMed Journal: Front Neurol ISSN: 1664-2295 Impact factor: 4.086
Patient characteristics by diagnosis of normal pressure hydrocephalus (n = 224).
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| Age (years) | 75 | (70, 80) | 75 | (70, 80) | 74 | (71, 79) | 0.59 |
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| Female, | 94 | (42%) | 62 | (40.5%) | 32 | (45.1%) | 0.62 |
| Male, | 130 | (58%) | 91 | (59.5%) | 39 | (54.9%) | 0.62 |
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| High school, | 72 | (32.1%) | 49 | (32%) | 23 | (32.4%) | 1 |
| College, | 82 | (36.6%) | 54 | (35.3%) | 28 | (39.4%) | 0.65 |
| Graduate, | 70 | (31.2%) | 50 | (32.7%) | 20 | (28.2%) | 0.6 |
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| White, | 202 | (90.2%) | 139 | (90.8%) | 63 | (88.7%) | 0.8 |
| Black, | 19 | (8.5%) | 11 | (7.2%) | 8 | (11.3%) | 0.45 |
| Other race, | 3 | (1.3%) | 3 | (2%) | 0 | (0%) | 0.55 |
| BMI (kg/m2)a | 27.1 | (24.5, 30.7) | 26.6 | (24.3, 30.7) | 27.7 | (25.3, 30.7) | 0.49 |
| Evan's index (x100) | 36 | (33.8, 40) | 36 | (33, 39) | 37 | (35, 40) | 0.06 |
| Number of falls in past six months (count)b | 2 | (0, 4) | 2 | (0, 4) | 3 | (1, 5) | 0.026* |
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| Gait problems (months)c | 18 | (9, 36) | 18 | (9.5, 36) | 18.5 | (9.8, 36) | 0.85 |
| Memory problems (months)d | 12 | (4, 24) | 12 | (4, 25) | 12 | (6, 24) | 0.57 |
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| Baseline | 22 | (18, 25) | 22 | (18, 25) | 22 | (19, 24) | 0.88 |
| Pre-TT/ELD | 22 | (18, 24) | 21 | (17, 24) | 22 | (18, 24) | 1 |
| Post-TT/ELD | 22 | (18, 25) | 22 | (18, 25) | 22 | (18, 26) | 0.41 |
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| Baseline to pre-TT/ELD | 0 | (-3, 2) | 0 | (-3, 2) | 0 | (-3, 2) | 0.59 |
| Baseline to post-TT/ELD | 1 | (-2, 3) | 0 | (-2, 2) | 1 | (-1, 3) | 0.17 |
| Pre to post-TT/ELD | 1 | (-1, 3) | 1 | (-1, 3) | 1 | (0, 3) | 0.31 |
| Pre-TT/ELD (s) | 16 | (11.7, 24.8) | 15.1 | (11.4, 22.3) | 18.4 | (12.9, 37.9) | 0.005* |
| Post-TT/ELD (s) | 13.1 | (10.3, 21.3) | 12.7 | (10.2, 20.1) | 14.9 | (10.6, 26.2) | 0.24 |
| Improvement (s) | −1.8 | (-4.6,−0.4) | −1.2 | (-2.7,−0.1) | −4.6 | (-10.8,−1.8) | <0.001* |
P-Values were generated using a Wilcoxon test for continuous variables and a Fisher's exact test or chi-square test for categorical variables. a. Missing value in 1 patient; b. Missing values in 16 patients; c. Missing values in 3 patients; d. Missing values in 7 patients.
P-Value < 0.05.
Figure 1Individual trajectories of MoCA at baseline, pre-TT/ELD, post-TT/ELD. 5 representative patients in each group identified in darker lines. No improvement (n = 49). Improvement from pre to post-TT/ELD (n = 90). Improvement from baseline to pre-TT/ELD (n = 47). Improvement from baseline to pre-TT/ELD and pre to post-TT/ELD (n = 38).
Figure 2Thresholds for Reliable Increases for the Montreal Cognitive Assessment among Patients with Suspected Normal Pressure Hydrocephalus using nine Methods. Top Panel: Given an initial MoCA score, the minimum reliable increase for a change in MoCA for nine methods. Reliable increases were generated using the 95th percentile of the prediction distribution (z = 1.64). Across all methods considered, a minimum increase of 5 points could be deemed reliable for a patient who initially presented with a score of 20. No reliable change could be determined for patients presenting with a score above 25, as the maximum possible MoCA score is 30. Bottom Panel: The proportion of patients presenting at or below a given MoCA score at baseline. For example, 20% of patients had a score of 16 or less at baseline.
Figure 3Comparison of Changes in the Montreal Cognitive Assessment to Multiple Reliable Increase Thresholds. Thresholds for all nine reliable change methods are overlaid on the data. The choice of slope formula for the reliable change threshold was more consequential than the choice of intercept formula. Hence, each reliable change threshold is given the color corresponding to the slope formula used (i.e., Speer, McSweeny, Chelune, or Maassen et al.). Since MoCA is a discrete measurement and overlapping points were common in the scatterplot, the size of the point indicates the number of participants with that particular (x, y) combination.
Percent patients labeled as having a reliable change in MoCA from baseline to tap test, shunt insertion.
| Jacobson and Truax ( | 10.1 | 10.2 | 23.4 |
| Speer ( | 10.1 | 11.9 | 27.7 |
| Chelune et al. ( | 10.1 | 10.2 | 23.4 |
| McSweeny et al. ( | 10.9 | 10.2 | 25.5 |
| Charter et al. ( | 10.1 | 11.9 | 27.7 |
| Crawford and Howell ( | 10.9 | 10.2 | 25.5 |
| Temkin et al. ( | 10.1 | 10.2 | 23.4 |
| Iverson et al. ( | 10.1 | 10.2 | 23.4 |
| Maassen et al. ( | 13.2 | 13.6 | 25.5 |
Patients with baseline MoCA of 25 or lower.
Univariate regressions of post-shunt MoCA on prior MoCA measurements.
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| Baseline MoCA | 22.46 | (0.44) | 0.70 | (0.08) | 0.56 |
| Pre-TT/ELD MoCA | 22.24 | (0.43) | 0.74 | (0.09) | 0.57 |
| Post-TT/ELD MoCA | 21.99 | (0.43) | 0.76 | (0.09) | 0.58 |
| Average pre-shunt MoCA | 22.23 | (0.39) | 0.84 | (0.08) | 0.65 |
MoCA measurement were centered at their respective mean values given in .
Patient characteristics by change in MoCA from baseline to post-shunt (n = 56).
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| Age (years) | 75.5 | (71, 79.2) | 74 | (72.5, 78.5) | 0.92 |
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| Female, | 14 | (38.9%) | 4 | (36.4%) | 1 |
| Male, | 22 | (61.1%) | 7 | (63.6%) | 1 |
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| High school, | 15 | (41.7%) | 5 | (45.5%) | 1 |
| College, | 14 | (38.9%) | 4 | (36.4%) | 1 |
| Graduate, | 7 | (19.4%) | 2 | (18.2%) | 1 |
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| White, | 31 | (86.1%) | 9 | (81.8%) | 0.66 |
| Non-white, | 5 | (13.9%) | 2 | (18.2%) | 0.66 |
| BMI (kg/m2) | 27.2 | (25.7, 30.5) | 29.6 | (27.8, 31.7) | 0.2 |
| Evan's INDEX (x100) | 37 | (36, 40) | 38 | (33, 39.5) | 0.5 |
| Falls in past 6 months (count) | 3 | (1, 6) | 2 | (0.2, 5.5) | 0.74 |
| Time since onset of gait problems (months) | 19 | (12, 36) | 18 | (11.5, 30) | 0.85 |
| Memory problems (months) | 12 | (6.5, 36) | 8 | (0, 12) | 0.019* |
| Timed up/Go | 18.3 | (14.6, 39.2) | 30.7 | (21.5, 55.9) | 0.06 |
| Post-TT/ELD (s) | 14.8 | (10.9, 25.3) | 26.8 | (16, 40.3) | 0.03* |
| Change (s) | −4.8 | (−11, −2.6) | −9.6 | (−15.6, −5.7) | 0.16 |
Excludes patients with baseline MoCA > 25. .
P-Value < 0.05.
Figure 4Improvement in MoCA by Time Since Shunt Insertion (n = 56).