ABSTRACT
BACKGROUND: Employment deterioration is common in people with multiple sclerosis (PwMS). Clinicians often learn of job loss after its occurrence, leaving no opportunity for preventive measures. OBJECTIVES: Identify which neuropsychological measures discriminate between healthy volunteers (HVs) and employed/disabled PwMS at baseline and predict work deterioration over 2 years. METHODS: We examined 198 PwMS with computerized tests such as the Processing Speed Test (PST) and conventional tests such as the Symbol-Digit Modalities Test (SDMT), administered at baseline. Employment was assessed via Buffalo Vocational Monitoring Survey. Univariate and regression analyses identified significant predictors of PwMS categorized as work-stable versus work-deteriorated status. RESULTS: PwMS were impaired on all baseline assessments relative to HVs (p's < 0.001). Post hoc analyses showed that employed PwMS and HVs performed similarly and better than work-disabled PwMS. At the univariate level, both PST and SDMT discriminated between work-deteriorated and work-stable PwMS (p's < 0.01). The logistic regression model accounting for all measures retained PST and the computerized Walking Speed Test. PwMS with increased negative work events had lower PST (p < 0.001), SDMT (p < 0.001), and BVMT-R (p < 0.01) scores than stable PwMS. The related regression model retained PST and BVMT-R (p < 0.001). CONCLUSION: Cognition, as measured by the PST and BVMT-R, are predictive of job deterioration in PwMS and may be a useful screening tool to identify those at high risk of unemployment.
Subject(s)
Cognition Disorders , Multiple Sclerosis , Humans , Multiple Sclerosis/diagnosis , Multiple Sclerosis/psychology , Processing Speed , Cognition Disorders/diagnosis , Cognition , Neuropsychological Tests , EmploymentABSTRACT
BACKGROUND: Previous studies have established benchmarks of clinically meaningful decline on neuropsychological tests. However, little is known about meaningful testing benchmarks based on gains in function. OBJECTIVE: Investigate neuropsychological changes in multiple sclerosis (MS) patients with work gains and calculate benchmarks of meaningful improvement on neuropsychological tests. METHODS: A total of 323 people with MS were monitored longitudinally with neuropsychological testing and the Buffalo Vocational Monitoring Survey. RESULTS/CONCLUSIONS: Those with work gains showed significant improvement (~3 points) on the Symbol Digit Modalities Test (SDMT) over time, p = 0.01. Benchmarks for clinically meaningful improvement on the SDMT are similar to those previously established for clinically meaningful decline.
Subject(s)
Multiple Sclerosis , Benchmarking , Humans , Mental Status and Dementia Tests , Neuropsychological Tests , Surveys and QuestionnairesABSTRACT
BACKGROUND: The Symbol Digit Modalities Test (SDMT) is increasingly utilized in clinical trials. A SDMT score change of 4 points is considered clinically important, based on association with employment anchors. Optimal thresholds for statistically reliable SDMT changes, accounting for test reliability and measurement error, are yet to be applied to individual cases. OBJECTIVE: The aim of this study was to derive a statistically reliable marker of individual change on the SDMT. METHODS: This prospective, case-control study enrolled 166 patients with multiple sclerosis (MS). SDMT scores at baseline, relapse, and 3-month follow-up were compared between relapsing and stable patient groups. Using data from the stable group and three previously published studies, candidate thresholds for reliable decline were calculated and validated against other tests and a clinically meaningful anchor-cognitive relapse. RESULTS: Candidate thresholds for reliable decline at the 80% confidence level varied between 6 and 11 points. An SDMT change of 8 or more raw score points was deemed to offer the best balance of discriminatory power and external validity for estimating cognitive decline. CONCLUSION: This study illustrates the feasibility and usefulness of reliable change methodology for identifying statistically meaningful cognitive decline that could be implemented to identify change in individual patients, for both clinical management and clinical trial outcomes.
Subject(s)
Multiple Sclerosis , Case-Control Studies , Humans , Multiple Sclerosis/complications , Neuropsychological Tests , Prospective Studies , Recurrence , Reproducibility of ResultsABSTRACT
BACKGROUND: The sequence in which cognitive domains become impaired in multiple sclerosis (MS) is yet to be formally demonstrated. It is unclear whether processing speed dysfunction temporally precedes other cognitive impairments, such as memory and executive function. OBJECTIVE: Determine the order in which different cognitive domains become impaired in MS and validate these findings using clinical and vocational outcomes. METHODS: In a longitudinal sample of 1073 MS patients and 306 healthy controls, we measured performance on multiple, consensus-standard, neurocognitive tests. We used an event-based staging approach to model the sequence in which cognitive domains become impaired. Linear and logistic mixed-effects models were used to explore associations between stages of impairment, neurological disability, and employment status. RESULTS: Our model suggested that the order of impairments was as follows: processing speed, visual learning, verbal learning, working memory/attention, and executive function. Stage of cognitive impairment predicted greater neurological disability, ß = 0.16, SE = 0.02, p < 0.001, and probability of unemployment, ß = 1.14, SE = 0.001, p < 0.001. CONCLUSION: This is the first study to introduce a cognitive staging and stratification system for MS. Findings underscore the importance of using the Symbol Digit Modalities Test in routine screening for cognitive impairment and memory testing to assess patients later in disease evolution.
Subject(s)
Cognitive Dysfunction , Multiple Sclerosis , Cognition , Cognitive Dysfunction/diagnosis , Cognitive Dysfunction/etiology , Executive Function , Humans , Multiple Sclerosis/complications , Multiple Sclerosis/psychology , Neuropsychological TestsABSTRACT
BACKGROUND: Physical and cognitive symptoms of multiple sclerosis (MS) correlate with unemployment cross-sectionally. Prospective studies, rarely published, have not accounted for personality traits such as Conscientiousness. METHODS: In a 3-year study of 70 people with MS (PwMS) and 25 healthy controls (HCs), we evaluated employment status using online interviews capturing hours worked, negative work events, employee relations, and accommodations. Deteriorating employment status (DES) was defined as reduced employment (full-time to part-time or negative work events). In PwMS, we explored workplace accommodations, disclosure of disease status, and physical/psychological predictors of DES (e.g. Conscientiousness). RESULTS: At follow-up, DES was 0% in HCs and 25.7% in MS, and 62.7% of work-stable PwMS used at least one work accommodation, most frequently, flexible hours. At baseline, DES-PwMS had lower education (p = 0.009), lower Conscientiousness (p < 0.001), more fatigue (p = 0.033), and performed worse on Symbol Digit Modalities Test (p = 0.013), Brief Visuospatial Memory Test-Revised (p = 0.041), and Nine-Hole Peg Test (p = 0.046) relative to work-stable. The model predicting DES was significant (χ2(7) = 30.936, p < 0.001) and baseline Conscientiousness accounted for more variance in DES (p = 0.004) than other factors. Higher Conscientiousness PwMS were more likely to disclose their condition at work (p = 0.038). CONCLUSION: Accommodations for low Conscientiousness, flexible hours, and physical/cognitive rehabilitation may prevent DES.
Subject(s)
Multiple Sclerosis , Employment , Fatigue , Humans , Prospective Studies , UnemploymentABSTRACT
BACKGROUND: Cognition is affected by relapses in persons with multiple sclerosis (PwMS), yet the Expanded Disability Status Scale (EDSS) does not readily detect cognitive changes. OBJECTIVE: The objective of this study is to improve the detection of cognitive decline during relapses, by incorporating the Symbol Digit Modalities Test (SDMT) into the cerebral Functional System Score (CFSS) of the EDSS. METHODS: This prospective study recruited PwMS from three dedicated MS centers. All subjects had EDSS, SDMT, and Fatigue Severity Scale (FSS) administered. Subjects experiencing a relapse were assigned to the relapse group (RG). Matched controls from the larger cohort were assigned to the stable group (SG). RG and SG subjects underwent the same evaluation at relapse and 3 months later. Our main outcomes were a modified CFSS (m-CFSS) and modified EDSS (m-EDSS), incorporating SDMT and FSS, accounting for cognitive performance and fatigue rating, during relapse. RESULTS: The full cohort included 592 subjects; 80 qualified for RG and 72 were matched to the SG. The m-CFSS was significantly higher than CFSS at baseline (median = 2 vs. median = 0, p < 0.001) and relapse (median = 2 vs. median = 1, p < 0.001). The m-EDSS was higher than EDSS (median 3.0 vs. 2.5, p = 0.02) at relapse, where 35 RG subjects (43.8%) had higher m-EDSS than EDSS at relapse. CONCLUSION: This study demonstrates that incorporating the SDMT and FSS improves the accuracy of the EDSS, by accounting for cognitive changes, during relapse activity.
Subject(s)
Cognition , Multiple Sclerosis , Disability Evaluation , Fatigue/diagnosis , Humans , Neuropsychological Tests , Prospective Studies , RecurrenceABSTRACT
BACKGROUND: Cognitive impairment is common in multiple sclerosis (MS) but its manifestation as acute disease activity is underappreciated. OBJECTIVE: The aim of this study is to examine recovery after MS relapse on multiple tests of cognitive and motor function and explore correlates of change with Expanded Disability Status Scale (EDSS), magnetic resonance imaging (MRI), and cognitive reserve. METHODS: Fifty relapsing group (RG) and matched stable participants were examined at baseline, during relapse, and at 3-month follow-up. Tests of cognitive processing speed (Symbol Digit Modalities Test (SDMT)) and consensus opinion measures of memory, ambulation, and manual dexterity were administered. All RG patients were treated with a 5-day course of Acthar Gel (5 mL/80 IU). RESULTS: In RG patients, SDMT declined from 55.2 to 44.6 at relapse and recovered to 51.7, a slope differing from stable controls (p = 0.001). A statistical trend (p = 0.07) for the same effect was observed for verbal memory and was significant for ambulation (p = 0.03). The Cerebral Function Score from the EDSS also changed in the RG and recovered incompletely relative to controls (p = 0.006). CONCLUSION: These results replicate earlier reports of cognitive worsening during relapse in MS. Clinically meaningful improvements followed relapse on SDMT and ambulation. Cognitive decline during relapse can be appreciated on neurological exam but not patient-reported outcomes.
Subject(s)
Cognition Disorders , Cognitive Dysfunction , Multiple Sclerosis, Relapsing-Remitting , Multiple Sclerosis , Cognition , Cognitive Dysfunction/etiology , Humans , Multiple Sclerosis/complications , Multiple Sclerosis, Relapsing-Remitting/complications , Multiple Sclerosis, Relapsing-Remitting/drug therapy , Neuropsychological Tests , RecurrenceABSTRACT
BACKGROUND: Many people with multiple sclerosis (MS) exhibit cognitive decline over several years. Baseline differences may put people at greater risk for such decline. OBJECTIVE: To characterize rates of longitudinal cognitive decline and investigate baseline clinical predictors. METHODS: We report a retrospective analysis of 531 MS patients whose data were gleaned from a multi-study database, aggregated over 16 years. Linear mixed effects modeling was applied to estimate the average rate of decline on Symbol Digit Modalities Test (SDMT) performance and to predict rates of decline using baseline clinical variables. RESULTS: Participants exhibited an average estimated decline of 0.22 SDMT raw-score points/year (95% confidence interval (CI) (-0.32, -0.12)). We observed a significant main effect of time from baseline (t = -2.78, p = 0.006), test form (t = 2.13, p = 0.034), disease course (t = 2.91, p = 0.004), age (t = -2.76, p = 0.006), sex (t = -2.71, p = 0.007), subjective cognitive impairment (t = -2.00, p = 0.046), premorbid verbal intelligence (t = 5.14, p < 0.001), and trait Conscientiousness (t = 2.69, p = 0.008). A significant interaction emerged for Conscientiousness and time from baseline (t = 2.57, p = 0.011). CONCLUSION: Higher baseline trait Conscientiousness predicts slower rates of longitudinal cognitive decline in MS. This relationship, the average rate of decline, and practice effects can inform future research and clinical treatment decisions.
Subject(s)
Cognitive Dysfunction/etiology , Multiple Sclerosis/complications , Multiple Sclerosis/psychology , Personality/physiology , Adult , Disease Progression , Female , Humans , Male , Middle Aged , Neuropsychological Tests , Retrospective StudiesABSTRACT
OBJECTIVE: Determine the influence of technician supervision on computer-administered cognitive tests in multiple sclerosis (MS). METHODS: Eighty MS patients underwent assessment using the CogState Brief Battery (CSBB) and the Cleveland Clinic Cognitive Battery (C3B). Each was administered twice, once with a technician guiding assessment, and once with technician-absent. Twenty-eight healthy controls were also evaluated. RESULTS: The influence of technician guidance was not statistically significant for group means on either test. For CSBB, administration problems were more common in the technician-absent condition. CONCLUSION: In this MS sample, reliable and valid test results were obtained from computer-assisted cognitive testing without technician guidance.
Subject(s)
Cognitive Dysfunction/diagnosis , Diagnosis, Computer-Assisted/standards , Health Personnel/standards , Multiple Sclerosis/diagnosis , Neuropsychological Tests/standards , Adult , Cognitive Dysfunction/etiology , Female , Humans , Male , Middle Aged , Multiple Sclerosis/complications , Reproducibility of ResultsABSTRACT
BACKGROUND: Conscientiousness is a core personality trait with favorable prognosis in neuropsychiatric disease. OBJECTIVE: We aimed to determine whether baseline Conscientiousness predicts future brain atrophy in multiple sclerosis (MS) after accounting for demographic and basic clinical characteristics. METHODS: Trait Conscientiousness, clinical features, and Expanded Disability Status Scale (EDSS) were obtained at baseline. Lateral ventricle volume (LVV) was measured longitudinally. In a retrospective general linear mixed effects model, data from 424 patients were analyzed (mean 6 time-points, up to 15 years). RESULTS/CONCLUSION: We observed significant age and Conscientiousness by time-from-baseline interactions indicating that younger age and higher Conscientiousness are associated with reduced progression of brain atrophy.
Subject(s)
Multiple Sclerosis , Atrophy/pathology , Brain/diagnostic imaging , Brain/pathology , Disability Evaluation , Disease Progression , Humans , Magnetic Resonance Imaging , Multiple Sclerosis/pathology , Retrospective StudiesABSTRACT
BACKGROUND: The proliferation of computerized neuropsychological assessment devices (CNADs) for screening and monitoring cognitive impairment is increasing exponentially. Previous reviews of computerized tests for multiple sclerosis (MS) were primarily qualitative and did not rigorously compare CNADs on psychometric properties. OBJECTIVE: We aimed to systematically review the literature on the use of CNADs in MS and identify test batteries and single tests with good evidence for reliability and validity. METHOD: A search of four major online databases was conducted for publications related to computerized testing and MS. Test-retest reliability and validity coefficients and effect sizes were recorded for each CNAD test, along with administration characteristics. RESULTS: We identified 11 batteries and 33 individual tests from 120 peer-reviewed articles meeting the inclusion criteria. CNADs with the strongest psychometric support include the CogState Brief Battery, Cognitive Drug Research Battery, NeuroTrax, CNS-Vital Signs, and computer-based administrations of the Symbol Digit Modalities Test. CONCLUSION: We identified several CNADs that are valid to screen for MS-related cognitive impairment, or to supplement full, conventional neuropsychological assessment. The necessity of testing with a technician, and in a controlled clinic/laboratory environment, remains uncertain.
Subject(s)
Cognition Disorders/etiology , Diagnosis, Computer-Assisted , Multiple Sclerosis/complications , Neuropsychological Tests , Cognition Disorders/psychology , Humans , Multiple Sclerosis/psychology , Reproducibility of ResultsABSTRACT
Rumination is a robust vulnerability to depression and potential treatment target. However, we know relatively little about rumination in daily life. This study tested the validity of a new approach for assessing daily episodes of rumination, the Day Reconstruction Method for Rumination (DRM-R). Participants (N = 127) who were either high or low in neuroticism completed baseline self-report measures (e.g., depression, trait rumination). Next, they completed the DRM-R by reconstructing the previous day into a series of "scenes," identifying discrete episodes of rumination, and responding to follow-up items about each episode. 78.6% of high neuroticism participants reported experiencing discrete periods of rumination, 80.0% reported constant ruminative thoughts in the back of their heads, and 68.6% reported ruminative thoughts of fluctuating intensity. Time spent ruminating was moderately correlated with trait measures of rumination and worry. Findings provide preliminary evidence that the DRM-R is a valid method for assessing discrete episodes of rumination in daily life. The DRM-R may reveal, ideographically, the relationship between specific thought content and features of ruminative episodes (e.g., length, frequency). Further research is needed to establish whether the DRM-R can detect changes in rumination across multiple days and how it corresponds with traditional daily diary methods and ecological momentary assessment. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
Subject(s)
Mental Disorders , Humans , Anxiety , Cognition , NeuroticismABSTRACT
Background: Conscientiousness, or the proclivity for deliberation, achievement, and order, declines in many individuals with multiple sclerosis (MS). Decreased conscientiousness predicts future cognitive deterioration, brain atrophy, and employment loss in individuals with MS. As a psychological trait, it may be an actionable antecedent to these important outcomes. We pilot tested an application (app)-facilitated behavioral intervention to help adaptation to low conscientiousness and, in turn, improve employment. Methods: Eleven individuals with MS (5 treatment, 6 control) with low conscientiousness were recruited for a 12-week randomized controlled trial. The treatment group received a newly developed behavioral treatment and smartphone app designed to help people behave more conscientiously, 2 teleconference booster sessions, and weekly telephone calls to monitor progress. Employment changes were recorded at baseline and follow-up. Patients provided detailed posttreatment interviews. Results: Participant groups were matched on baseline age, sex, education, disease duration, hours worked, and conscientiousness. All participants in the treatment arm reported benefits, found the app easy to use, and would recommend it to others. The treatment group reported significantly more positive work outcomes relative to controls at follow-up (P = .028). Other positive life changes were described by treatment participants during post-treatment interviews. Conclusions: These results support the hypothesis that behaviors typically associated with low conscientiousness may be addressed by behavioral therapy in the MS population. In addition to the positive employment changes in the treatment group, several other quality of life changes were described by study participants. Additional research is needed.
ABSTRACT
BACKGROUND AND PURPOSE: Efficacy of restorative cognitive rehabilitation can be predicted from baseline patient factors. In addition, patient profiles of functional connectivity are associated with cognitive reserve and moderate the structure-cognition relationship in people with multiple sclerosis (PwMS). Such interactions may help predict which PwMS will benefit most from cognitive rehabilitation. Our objective was to determine whether patient response to restorative cognitive rehabilitation is predictable from baseline structural network disruption and whether this relationship is moderated by functional connectivity. METHODS: For this single-arm repeated measures study, we recruited 25 PwMS for a 12-week program. Following magnetic resonance imaging, participants were tested using the Symbol Digit Modalities Test (SDMT) pre- and postrehabilitation. Baseline patterns of structural and functional connectivity were characterized relative to healthy controls. RESULTS: Lower white matter tract disruption in a network of region-pairs centered on the precuneus and posterior cingulate (default-mode network regions) predicted greater postrehabilitation SDMT improvement (P = .048). This relationship was moderated by profiles of functional connectivity within the network (R2 = .385, P = .017, Interaction ß = -.415). CONCLUSION: Patient response to restorative cognitive rehabilitation is predictable from the interaction between structural network disruption and functional connectivity in the default-mode network. This effect may be related to cognitive reserve.
Subject(s)
Brain/diagnostic imaging , Cognition/physiology , Default Mode Network/diagnostic imaging , Multiple Sclerosis/diagnostic imaging , White Matter/diagnostic imaging , Adult , Aged , Female , Humans , Magnetic Resonance Imaging/methods , Male , Middle Aged , Multiple Sclerosis/psychology , Neuropsychological Tests , Treatment OutcomeABSTRACT
BACKGROUND: Growing evidence supports the efficacy of restorative cognitive training in people with multiple sclerosis (PwMS), but the effects vary across individuals. Differences in treatment efficacy may be related to baseline individual differences. We investigated clinical characteristics and MRI variables to predict response to a previously validated approach to home-based restorative cognitive training. METHODS: In a single-arm repeated measures study, 51 PwMS completed a 12-week at-home restorative cognitive training program called BrainHQ, shown to be effective in a placebo-controlled clinical trial. Baseline demographic, clinical, neuropsychological, and brain MRI factors were captured and the effects of treatment were quantified with Symbol Digit Modalities Test (SDMT). Also measured were indices of treatment compliance. Regression modeling was employed to identify the factors associated with greatest SDMT improvement. RESULTS: As a group, patients improved significantly after training: mean SDMT improving from 49.6⯱â¯14.7 to 52.6⯱â¯15.6 (tâ¯=â¯3.91, p<0.001). Greater SDMT improvement correlated positively with treatment exposure (râ¯=â¯0.38, pâ¯=â¯0.007). Increased post-rehabilitation improvement on SDMT was predicted by baseline relapsing-remitting course (ß=-0.34, pâ¯=â¯0.017), higher trait Conscientiousness-Orderliness (ß=0.29, pâ¯=â¯0.040), and higher baseline gray matter volume (GMV; ß=0.31, pâ¯=â¯0.030). CONCLUSION: The study was designed to explore the variables that predict favorable outcome in a home-based application of a validated restorative cognitive training program. We find good outcomes are most likely in patients with higher trait Conscientiousness-Orderliness, and relapsing-remitting course. The same was found for individuals with higher GMV. Future work in larger cohorts is needed to support these findings and to investigate the unique needs of individuals according to baseline factors.
Subject(s)
Cognitive Behavioral Therapy , Multiple Sclerosis/psychology , Multiple Sclerosis/rehabilitation , Self Care , Brain/diagnostic imaging , Brain/pathology , Cognitive Dysfunction/diagnostic imaging , Cognitive Dysfunction/rehabilitation , Female , Follow-Up Studies , Humans , Magnetic Resonance Imaging , Male , Middle Aged , Multiple Sclerosis/diagnostic imaging , Neuropsychological Tests , Organ Size , Patient Compliance , Personality , Quality of Life , Treatment OutcomeABSTRACT
The purpose of this study is to obtain updated descriptive statistics pertaining to group therapy programs at counseling centers accredited by the International Association of Counseling Services (IACS) as well as to explore potential factors that predict the success of group therapy programs in this setting. Surveys were sent to counseling center directors across the United States and Canada, yielding a response rate of 39.36% (n = 74). Results suggest that 91.9% of centers offer group counseling, most commonly theme or specialty groups. Items addressed staff, trainees, expertise, attitudes, and status of the group therapy program at the respondent's counseling center, with an indication that hiring staff based on group expertise and providing staff with group training may be associated with greater program success.