1 Multiple Sclerosis Unit, Hospital Virgen Macarena, 41009 Sevilla, Spain
2 Fundación para la gestión de la Investigación en Salud de Sevilla, 41013 Sevilla, Spain
Abstract
Cognitive reserve (CR) may help mitigate cognitive decline in people with multiple sclerosis (PwMS); however, few interventions have targeted CR enhancement, and none have focused on individuals without baseline cognitive impairment. The EM Reserva program is a multimodal intervention that combines cognitive leisure activities, aerobic exercise, and structured social engagement and is designed to strengthen CR in individuals with relapsing-remitting MS (RRMS).
This pragmatic, single-center, observer-blinded randomized controlled trial included PwMS aged 18–55 years with RRMS and no cognitive impairment. Participants were randomized in a 1:1 ratio to either the EM Reserva program or usual cognitive care. Outcomes were assessed at baseline and at 6-month and 12-month time points. The primary endpoint was the change in Symbol Digit Modalities Test (SDMT) scores at 6 months. Secondary outcomes included additional neuropsychological measures, Modified Fatigue Impact Scale-5 (MFIS-5), Perceived Deficits Questionnaire-5 (PDQ-5), and Multiple Sclerosis Quality of Life‑54 (MSQOL-54). Analyses followed a modified intention-to-treat approach.
Forty-five participants completed follow-up. At 6 months, the EM Reserva group showed a significant improvement in SDMT scores compared with controls (mean difference –4.23, p < 0.022) and higher Controlled Oral Word Association Test (COWAT) scores. These cognitive gains were not sustained at 12 months. Fatigue improved in both groups at 6 months but remained significantly lower only in the EM Reserva group at 12 months. No between-group differences were observed in PDQ-5, MSQOL-54, or other neuropsychological measures.
The EM Reserva program produced short-term improvements in processing speed and verbal fluency in cognitively preserved PwMS, along with sustained reductions in fatigue. However, cognitive benefits were not maintained at 12 months, and subjective cognitive functioning remained unchanged. These findings suggest that multimodal CR-oriented interventions may offer temporary cognitive advantages, but long-term maintenance strategies are likely required to sustain gains.
No: NCT05546424. https://clinicaltrials.gov/study/NCT05546424.
Keywords
- cognitive reserve
- multiple sclerosis
- cognitive rehabilitation
Multiple sclerosis (MS) is a chronic, inflammatory, and degenerative disease that affects the central nervous system, causing cognitive impairment in approximately 40–60% of patients [1, 2, 3]. The cognitive profile in people with MS (PwMS) is generally characterized by impairment in information processing speed, attention, memory, and executive functions [4, 5, 6].
Although the impact of cognitive impairment on the daily lives of people with MS varies greatly [7, 8], generally, PwMS and cognitive dysfunction face greater difficulties finding employment, engaging in social activities, requiring more personal assistance, and have a lower quality of life [6, 7, 8, 9].
Cognitive reserve (CR) is defined as the adaptability that helps to explain differential susceptibility of cognitive abilities or day-to-day function to brain aging, pathology, or insult [10], and may have a potential role in explaining the variability between structural brain damage, cognitive impairment, and its impact in PwMS [11, 12]. CR is the result of the cumulative effect of lifelong intellectual enrichment, including educational and occupational achievements, lexical abilities, and cognitive leisure activities [11, 12, 13].
CR has been studied extensively in relation to Alzheimer’s Disease. Various studies have shown that individuals who engage in cognitively stimulating activities have a lower risk of developing this disease [14, 15]. In general, a high CR is associated with preserved global cognitive function even in the presence of brain pathologies [16]. Regarding MS, some studies highlighted that a high CR can alleviate the severity and delay the appearance of cognitive impairment in PwMS [17, 18].
CR is understood to be a dynamic process that can be enhanced through intellectually enriching activities at any point in life. To date, there are few intervention studies on enhancing cognitive reserve in PwMS. Recently, a study demonstrated that patients who underwent a comprehensive cognitive rehabilitation program showed improved cognitive outcomes compared with a group that received only instructions to perform physical exercise [19]. However, to date, the impact of cognitive reserve enhancement in PwMS without cognitive impairment has never been evaluated.
According to previous literature [12], three activities strongly enhance CR: cognitive leisure tasks, aerobic physical exercise, and activities that promote social relationships. Cognitive leisure tasks include reading, producing art, writing, playing musical instruments, playing structured games, and engaging in hobbies.
For these reasons, we propose to evaluate the impact of the “EM Reserva” study, a specific cognitive exercise program designed to enhance cognitive reserve, and to assess its effectiveness in improving or maintaining the cognitive profile of individuals with multiple sclerosis who do not have baseline cognitive impairment. This study will compare the effects of the EM Reserva cognitive training program with the standard cognitive exercise recommendations provided by expert neuropsychologists in a multiple sclerosis unit. Additionally, the study will assess the impact of the EM Reserva program on mood and quality of life compared to the usual cognitive exercise guidelines.
To evaluate the efficacy of the EM Reserva intervention in improving short-term information processing speed.
Change in Symbol Digit Modalities Test (SDMT) mean scores at 6 months compared with baseline.
1. To evaluate mid-term changes in information processing speed.
2. To compare the effects of EM Reserva versus usual cognitive care on memory, attention, and executive functions at 6 and 12 months.
3. To assess the impact of EM Reserva on quality of life and disease-related symptoms at 6 and 12 months.
1. Persistence of SDMT changes at 12 months.
2. Changes in Trail Making Test A–B (TMT A–B), Brief Neuropsychological Battery of Rao (BRB-N), Wechsler Abbreviated Intelligence Scale IV (WAIS-IV), Tower of London, and phonemic/semantic fluency scores at 6 and 12 months.
3. Changes in Multiple Sclerosis Quality of Life‑54 (MSQOL-54), perceived cognitive deficits (PDQ-5), Modified Fatigue Impact Scale-5 (MFIS-5), and Beck Depression Inventory (BDI) scores at 6 and 12 months.
This pragmatic, single-center, observer-blinded randomized controlled trial (RCT) compared the EM Reserva cognitive program with usual cognitive care among PwMS without cognitive impairment. The study was conducted at the Multiple Sclerosis Unit of Virgen Macarena University Hospital (UEMAC), Seville, Spain.
PwMS with relapsing-remitting MS (RRMS) under regular follow-up at UEMAC were
screened. Cognitive impairment was defined according to Amato’s criteria: failure
on at least two BRB-N tests, with scores
Neurologists collected demographic and clinical data. Neuropsychologists performed cognitive assessments and administered the Cognitive Reserve Questionnaire (CRQ) [21].
To screen for cognitive impairment in individuals with multiple sclerosis, the validated BRB-N scale is used. Participants who meet all inclusion criteria, do not meet any exclusion criteria, and consent to participate in the study undergo an extended cognitive assessment. This includes:
The CRQ is also administered [21]. This questionnaire consists of eight items
that measure various aspects of the participant’s intellectual activity
considered important in the formation of cognitive reserve, such as education,
training courses, parental education, and occupation. A CRQ score
Finally, quality of life is assessed using the MSQOL-54 test. The PDQ-5 is used to evaluate the patient’s perceived impact of cognitive impairments, fatigue is measured with the MFIS-5 scale, and mood is evaluated using the BDI.
Fifty-eight patients with RRMS and without cognitive impairment (CI) are assigned to either the “EM Reserva” intervention group or the usual cognitive care group in a 1:1 ratio.
The sample size was determined by calculating the number of individuals required to achieve the study’s primary objective, informed by results from previous studies on MS patients [22].
Randomization is stratified by Cognitive Reserve Questionnaire scores and age and is conducted via an Internet-based system to ensure impartial allocation.
Participants in the control group receive general cognitive exercises and advice from MS neuropsychologists. They are instructed to:
Participants in the “EM Reserva” intervention group engage in a comprehensive cognitive enhancement program that includes:
1. Cognitive Leisure Tasks:
2. Physical Exercise:
3. Promoting Social Relationships:
Participants in the “EM Reserva” group are required to perform at least 30 minutes of individual cognitive exercises at home daily (including musical exercises with piano, reading, and writing), engage in physical exercise three times weekly for one hour, and participate in social activities in groups of six participants, meeting for one hour weekly for five months.
Attendance and compliance are monitored, with catch-up sessions available for any missed content. Outcome assessments are conducted at baseline, 6, and 12 months.
Additional data collected by specialized MS neurologists, blinded to the intervention, include EDSS scores, number of relapses, number of new/enlarged T2 lesions on cerebral magnetic resonance imaging (MRI), and concomitant medications.
Quantitative variables were summarized using measures of central tendency and
dispersion, and qualitative variables using absolute and relative frequencies.
Outcomes were analyzed using a repeated-measures model including group, time, and
a group
A p-value
A total of 58 participants met the inclusion criteria and were initially selected between May and November 2022. Considering the 12‑month follow‑up, the study was conducted between May 2022 and November 2023. Ten individuals did not initiate the intervention due to scheduling incompatibilities, leaving 48 participants who were randomized in a 1:1 ratio to the EM Reserva group or the control group. During follow-up, three additional participants were lost to follow-up, resulting in a final analysed sample of 45 participants. This attrition (22%) reduced the final sample size below the originally calculated 29 participants per group, which is acknowledged as a limitation regarding statistical power, particularly for long-term outcomes.
Baseline demographic and clinical characteristics were comparable between groups (Table 1). Participants were evaluated at baseline (V1), 6 months (V2), and 12 months (V3). Analyses followed a modified intention-to-treat approach, including all randomized participants who provided outcome data at follow-up. The data were processed between January 2024 and May 2024. The summary of the results is shown in Table 2. Data are presented as adjusted marginal means with standard errors in parentheses: Mean. Table 3 summarizes adjusted marginal means and between-group differences with 95% confidence intervals for the primary and secondary outcomes.
| EM Reserva group A | Control group B | ||
| n=29 | n=29 | ||
| Age (mean) | 39.28 | 36.41 | |
| Sex | |||
| Male | 6 | 2 | |
| Female | 23 | 27 | |
| Highest level of education completed | |||
| Primary | 1 | 1 | |
| Secondary/high school | 10 | 8 | |
| College/university | 18 | 20 | |
| EDSS (mean) | 1.5 | 1.25 | |
| Duration of MS (mean) | 5 | 7 | |
| T2 lesions | |||
| 11–49: 12 | 11–49: 13 | ||
EDSS, Expanded Disability Status Scale; MS, multiple sclerosis.
| A: EM Reserva B: Control | Mean (SE) | ||||
| SDMT | IG (A) | Baseline (V1) | 56.1 (2.75) | ||
| 6 m (V2) | 63.5 (2.75) | p | |||
| 12 m (V3) | 56.5 (1.81) | p |
p | ||
| C (B) | Baseline (V1) | 54.4 (2.35) | |||
| 6 m (V2) | 55.5 (2.35) | ||||
| 12 m (V3) | 54.8 (2.35) | ||||
| MSQOL-54 | IG (A) | Baseline (V1) | 175 (4.02) | ||
| 6 m (V2) | 170 (3.90) | ||||
| 12 m (V3) | 170 (3.90) | ||||
| C (B) | Baseline (V1) | 167 (3.28) | |||
| 6 m (V2) | 169 (3.31) | ||||
| 12 m (V3) | 165 (3.25) | ||||
| MFIS-5 | IG (A) | Baseline (V1) | 7.65 (1.74) | p | |
| 6 m (V2) | 4.55 (1.24) | p | |||
| 12 m (V3) | 3.64 (1.11) | p | |||
| C (B) | Baseline (V1) | 10.30 (1.83) | p | ||
| 6 m (V2) | 4.27 (1.04) | p | |||
| 12 m (V3) | 5.19 (1.15) | ||||
| PDQ-5 | IG (A) | Baseline (V1) | 3.73 (0.74) | ||
| 6 m (V2) | 4.34 (0.89) | ||||
| 12 m (V3) | 4.23 (0.88) | ||||
| C (B) | Baseline (V1) | 6.35 (1.11) | |||
| 6 m (V2) | 3.99 (0.70) | p | |||
| 12 m (V3) | 5.46 (0.96) | ||||
SE, standard error; IG, intervention group; C, control group; SDMT, Symbol Digit Modalities Test; MSQOL‑54, Multiple Sclerosis Quality of Life‑54; MFIS, Modified Fatigue Impact Scale; PDQ, Perceived Deficits Questionnaire.
| Outcome | Timepoint | EM Reserva Mean (SE) | Control Mean (SE) | Difference (EM-R Control) | 95% CI | p-value |
| SDMT | 6 months | 63.5 (2.75) | 55.5 (2.35) | −4.23 | −7.25 to −1.21 | 0.022 |
| SDMT | 12 months | 56.5 (1.81) | 54.8 (2.35) | −1.19 | −4.21 to 1.82 | 0.298 |
| COWAT‑Animals | 6 months | 27.4 (1.17) | 23.6 (1.00) | 2.94 | 0.37 to 5.51 | 0.030 |
| COWAT-P | 6 months | 21.4 (1.23) | 19.2 (1.05) | 1.14 | −1.53 to 3.81 | 0.407 |
| MFIS-5 | 12 months | 3.64 (1.11) | 5.19 (1.15) | −1.55 | −3.76 to 0.66 | 0.090 |
COWAT, Controlled Oral Word Association Test; COWAT-P, COWAT phonemic fluency.
At baseline, mean SDMT scores were similar between groups. At 6 months, the EM Reserva group showed a statistically significant improvement, reaching a mean score of 63.5, whereas the control group showed minimal change. The between-group difference at 6 months was –4.23 points (standard error [SE] 1.54, 95% CI –7.25 to –1.21, p = 0.022), meeting the primary endpoint. At 12 months, SDMT scores in the EM Reserva group declined toward baseline levels, and no significant differences were observed between groups (difference –1.19 points, SE 1.54, 95% CI –4.21 to 1.82, p = 0.298). The attenuation of the effect may reflect the end of the structured intervention, reduced statistical power due to attrition, or practice-related effects.
Phonemic and semantic fluency improved temporarily in the EM Reserva group.
For semantic fluency (COWAT-Animals), adjusted marginal means were comparable at baseline (EM Reserva 24.7 [SE 1.17] vs. control 22.2 [SE 1.00]). At 6 months, the EM Reserva group reached 27.4 (SE 1.17), compared with 23.6 (SE 1.00) in the control group. The adjusted between-group difference at this time point was 2.94 points (SE 1.31, 95% CI 0.37 to 5.51, p = 0.030), indicating a significant short-term improvement. At 12 months, scores declined toward baseline levels, and no significant differences were observed between groups.
For phonemic fluency (COWAT-P), adjusted marginal means were similar at baseline (EM Reserva 19.7 [SE 1.23] vs. control 18.0 [SE 1.05]). At 6 months, scores increased to 21.4 (SE 1.23) in the EM Reserva group and to 19.2 (SE 1.05) in the control group. The adjusted between-group difference at this time point was 1.14 points (SE 1.36, 95% CI –1.53 to 3.81, p = 0.407), indicating no significant group effect. Scores returned to baseline at 12 months in both groups, with no significant differences across time points in pairwise comparisons.
Both groups showed reductions in fatigue scores at 6 months, but the improvement was more pronounced and sustained in the EM Reserva group. At 12 months, the between-group difference was –1.55 points (95% CI –3.76 to 0.66), indicating a favorable but non-significant trend. No linear association was found between specific program activities and MFIS-5 scores, although adjusted pairwise comparisons indicated significant improvements across time points.
No significant differences were observed between groups in PDQ-5 scores at any time point. This suggests that, despite objective improvements in processing speed at 6 months, participants did not perceive meaningful changes in their everyday cognitive functioning.
No significant differences between groups were found in additional cognitive tests (TMT A-B, BRB-N, WAIS-IV, Tower of London) or in MSQOL-54. Depression and anxiety scores also remained comparable between groups.
This study evaluated the impact of the EM Reserva program a multimodal cognitive reserve enhancement intervention on cognitive performance, fatigue, and quality of life in individuals with RRMS who had no baseline cognitive impairment. The program produced short-term improvements in processing speed and verbal fluency, as reflected by SDMT and COWAT scores at 6 months. However, these cognitive gains were not sustained at the 12-month follow-up. Several factors may explain the transient nature of the cognitive effects. Although the initial sample size calculation required 29 participants per group, only 45 participants completed follow-up assessments. This 22% attrition rate reduced the statistical power of the study, particularly for long-term outcomes. Therefore, the absence of significant differences at 12 months—especially for the primary endpoint—should be interpreted with caution, as a Type II error cannot be ruled out. This limitation is especially relevant given the modest effect sizes typically observed in cognitive rehabilitation studies in MS [23]. A meta-analysis from 2018 indicated that cognitive-focused interventions have a small effect on cognitive domains, along with minimal impact on measures of depression and anxiety [23]. Our findings align with previous studies, demonstrating positive effects of cognitive-focused interventions on working memory.
A major methodological consideration is the substantial difference in intervention intensity between groups. The EM Reserva program involved daily cognitive tasks, three supervised exercise sessions per week, and weekly structured social activities. In contrast, the control group received only brief recommendations for unsupervised cognitive exercises. This discrepancy may have introduced a Hawthorne effect, whereby improvements in the intervention group reflect increased attention, structure, and social engagement rather than the program’s specific cognitive content. Future trials should consider designing control conditions with comparable time and attention demands to minimize this bias.
The EM Reserva program integrates cognitive training, aerobic exercise, and social activities, consistent with the theoretical framework of cognitive reserve [11, 12, 13]. However, this multimodal design complicates attributing observed effects to specific components. For example, the sustained improvement in fatigue may be largely attributable to the aerobic exercise component, as physical activity is known to reduce fatigue in PwMS. Previous studies combining cognitive rehabilitation with aerobic exercise have shown mixed results regarding processing speed [24], and the present findings align with this complexity. Although our sample demonstrated short-term improvements in SDMT, it remains unclear whether these gains reflect cognitive training, physical exercise, social engagement, or a synergistic combination of these factors.
One of the most notable findings is the persistence of fatigue improvement at 12 months, despite the cessation of structured intervention at 6 months. This raises the possibility that participants may have maintained some of the exercise or cognitive habits acquired during the program. However, lifestyle behaviours between months 6 and 12 were not systematically monitored, limiting the ability to draw firm conclusions. Future studies should incorporate longer follow-up assessments of physical activity and cognitive engagement to better understand the mechanisms underlying sustained fatigue benefits.
The SDMT is known to exhibit practice effects, particularly in cognitively preserved individuals. The significant improvement observed at 6 months may reflect increased familiarity with the test rather than true neurocognitive enhancement. The subsequent decline at 12 months, once the structured intervention ended, is consistent with this interpretation. This limitation should be considered when interpreting short-term cognitive gains in populations without baseline impairment.
Participants in this study did not exhibit cognitive impairment at baseline, with mean SDMT scores already within the normal range. Although the 6-month improvement was statistically significant, the absence of corresponding changes in PDQ-5 suggests limited clinical relevance. This divergence between objective and subjective measures has been reported in previous cognitive rehabilitation studies. It highlights the challenge of demonstrating meaningful cognitive benefits in individuals who are already functioning well.
Previous studies combining cognitive rehabilitation with aerobic exercise have not consistently demonstrated improvements in processing speed [24]. For example, the CogEx trial, which included 311 individuals with more advanced progressive MS, did not show significant gains in SDMT performance despite a combined cognitive-exercise intervention. In contrast, our sample exhibited a short-term improvement in processing speed at 6 months. However, given the multimodal nature of the EM Reserva program, it remains difficult to determine the extent to which this effect is attributable to the exercise component, the cognitive training, or their interaction. This limitation underscores the need for future studies designed to isolate the contribution of each intervention element.
Recent research has further explored the efficacy of cognitive rehabilitation in MS. Notably, Jiménez-Morales et al. [19] reported that the Integrated Program of Cognitive Rehabilitation improved verbal and visual working memory and processing speed [25]. Similar to our approach, their intervention combined cognitive and physical components and was associated with an increase in the cognitive reserve index. These findings reinforce the potential value of targeting cognitive reserve as a therapeutic objective and suggest that multimodal interventions may offer meaningful benefits for selected MS populations.
This study has several limitations. Attrition reduced the final sample size, limiting statistical power for long-term outcomes. The multimodal nature of the intervention prevents attribution of effects to specific components. The imbalance in intervention intensity between groups may have introduced a Hawthorne effect. Practice effects may have influenced SDMT performance. Finally, lifestyle behaviours after the intervention period were not monitored, which limits the interpretation of sustained improvements in fatigue.
These findings have several implications for clinical practice and future research. The transient nature of the cognitive improvements observed in this study highlights the need for cognitive programs that incorporate follow-up or maintenance components to sustain long-term benefits. Future interventions should explore strategies to promote continued engagement—such as technology-supported platforms or structured home-based activities—to reduce the decline in cognitive gains once supervised training ends. The sustained reduction in fatigue suggests that multimodal interventions may exert beneficial effects on non-cognitive symptoms; however, the specific mechanisms underlying this improvement remain unclear. Although no linear association between program activities and fatigue reduction was demonstrated, adjusted analyses indicated that additional cognitive habits, such as regular reading, may contribute to enhanced outcomes. Further research is needed to clarify how daily lifestyle behaviours and external cognitive stimulation interact with structured rehabilitation programs, and to determine which components are most effective for long-term symptom management.
The EM Reserva program produced short-term improvements in processing speed and verbal fluency in PwMS without cognitive impairment, along with sustained reductions in fatigue. However, these cognitive benefits were not maintained at 12-month follow-up, and no changes were observed in perceived cognitive functioning. These findings suggest that while multimodal cognitive reserve interventions may offer short-term cognitive advantages, long-term maintenance strategies are likely required. Future studies should incorporate active control groups, larger sample sizes, and extended follow-up monitoring to clarify the durability and clinical relevance of these effects.
All data supporting the findings of this study are available from the corresponding author upon reasonable request.
MBYI performed the clinical and study procedures and drafted the manuscript. RLR and SEM contributed to the study concept and design and supervised the clinical and procedural tasks. MBG and EDV contributed to the study design and performed the neuropsychological evaluations and intervention procedures. ERP conducted the statistical analyses and contributed to data interpretation. All authors contributed to editorial changes in the manuscript. All authors reviewed and approved the final manuscript. All authors have participated sufficiently in the work and agreed to be accountable for all aspects of the work.
The ethics approval committee is at Virgen Macarena University Hospital. The corresponding ethics approval number is EM-Reserve. Clinical trial registration number: NCT05546424. This study adheres to the principles of the Declaration of Helsinki, good clinical practice standards, and current legal regulations. It commenced after obtaining approval from the ethics committee. Participants provided informed consent before admission to the study, having been duly informed by their regular neurologist. The treatment, communication, and transfer of personal data of participating subjects comply with Regulation (EU) 2016/679 of the European Parliament and the Council of April 27, 2016, on Data Protection (GDPR). Under the GDPR, participants could exercise their rights to access, modify, object, and have their data erased. Anonymity of participating subjects was maintained throughout the study.
Not applicable.
The study was sponsored by Bristol‑Myers Squibb and promoted by FISEVI and Servicio Andaluz de Salud, as stated in the original protocol. Funding sources had no involvement in study design, collection, analysis and interpretation of data or writing the report.
We confirm that no conflicts of interest are present. The study was partially supported by Bristol and the Fundación Andaluza de Investigación; however, these entities had no role in the study design, data collection, statistical analysis, interpretation of results, or manuscript preparation. The affiliation of any co-author with a foundation does not constitute a conflict of interest, as no financial, advisory, or commercial relationships exist that could inappropriately influence the work. Accordingly, the authors declare that they have no additional conflicts of interest.
References
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