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BACKGROUND: While potential risk factors for multiple sclerosis (MS) have been extensively researched, it remains unclear how persons with MS theorize about their MS. Such theories may affect mental health and treatment adherence. Using natural language processing techniques, we investigated large-scale text data about theories that persons with MS have about the causes of their disease. We examined the topics into which their theories could be grouped and the prevalence of each theory topic. METHODS: A total of 486 participants of the Swiss MS Registry longitudinal citizen science project provided text data on their theories about the etiology of MS. We used the transformer-based BERTopic Python library for topic modeling to identify underlying topics. We then conducted an in-depth characterization of the topics and assessed their prevalence. RESULTS: The topic modeling analysis identifies 19 distinct topics that participants theorize as causal for their MS. The topics most frequently cited are Mental Distress (31.5%), Stress (Exhaustion, Work) (29.8%), Heredity/Familial Aggregation (27.4%), and Diet, Obesity (16.0%). The 19 theory topics can be grouped into four high-level categories: physical health (mentioned by 56.2% of all participants), mental health (mentioned by 53.7%), risk factors established in the scientific literature (genetics, Epstein-Barr virus, smoking, vitamin D deficiency/low sunlight exposure; mentioned by 47.7%), and fate/coincidence (mentioned by 3.1%). Our study highlights the importance of mental health issues for theories participants have about the causes of their MS. CONCLUSIONS: Our findings emphasize the importance of communication between healthcare professionals and persons with MS about the pathogenesis of MS, the scientific evidence base and mental health.
Multiple sclerosis (MS) is a disease that affects the brain and spinal cord, causing a wide range of symptoms. Our study investigated what people living with the disease think causes MS. We analyzed the replies given by 486 people who were questioned about their MS to look for patterns in the responses. We identified 19 distinct themes, notably mental and work-related stress, genetics, and dietary factors, which we grouped into 4 categories: physical health, mental health, established scientific risk factors, and chance. We found that mental health problems were viewed as a key factor for MS. Our work highlights the need for healthcare professionals to have transparent conversations with people with MS about what is known about the disease course and potential causes. In addition, it highlights the importance of fully informing and supporting people with MS regarding their mental health.
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This Summary of Research summarizes a previously published discussion between people with multiple sclerosis (PwMS) and their caregivers and healthcare professionals (HCPs) about how to include caregivers in consultations and decisions about multiple sclerosis (MS) care. The aim of the discussion was to help HCPs to understand differences in these relationships so they can adapt the style of consultations to support everyone.
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BACKGROUND: The increasing availability of "real-world" data in the form of written text holds promise for deepening our understanding of societal and health-related challenges. Textual data constitute a rich source of information, allowing the capture of lived experiences through a broad range of different sources of information (eg, content and emotional tone). Interviews are the "gold standard" for gaining qualitative insights into individual experiences and perspectives. However, conducting interviews on a large scale is not always feasible, and standardized quantitative assessment suitable for large-scale application may miss important information. Surveys that include open-text assessments can combine the advantages of both methods and are well suited for the application of natural language processing (NLP) methods. While innovations in NLP have made large-scale text analysis more accessible, the analysis of real-world textual data is still complex and requires several consecutive steps. OBJECTIVE: We developed and subsequently examined the utility and scientific value of an NLP pipeline for extracting real-world experiences from textual data to provide guidance for applied researchers. METHODS: We applied the NLP pipeline to large-scale textual data collected by the Swiss Multiple Sclerosis (MS) registry. Such textual data constitute an ideal use case for the study of real-world text data. Specifically, we examined 639 text reports on the experienced impact of the first COVID-19 lockdown from the perspectives of persons with MS. The pipeline has been implemented in Python and complemented by analyses of the "Linguistic Inquiry and Word Count" software. It consists of the following 5 interconnected analysis steps: (1) text preprocessing; (2) sentiment analysis; (3) descriptive text analysis; (4) unsupervised learning-topic modeling; and (5) results interpretation and validation. RESULTS: A topic modeling analysis identified the following 4 distinct groups based on the topics participants were mainly concerned with: "contacts/communication;" "social environment;" "work;" and "errands/daily routines." Notably, the sentiment analysis revealed that the "contacts/communication" group was characterized by a pronounced negative emotional tone underlying the text reports. This observed heterogeneity in emotional tonality underlying the reported experiences of the first COVID-19-related lockdown is likely to reflect differences in emotional burden, individual circumstances, and ways of coping with the pandemic, which is in line with previous research on this matter. CONCLUSIONS: This study illustrates the timely and efficient applicability of an NLP pipeline and thereby serves as a precedent for applied researchers. Our study thereby contributes to both the dissemination of NLP techniques in applied health sciences and the identification of previously unknown experiences and burdens of persons with MS during the pandemic, which may be relevant for future treatment.
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The aim of our study was to investigate whether self-reported feeling of loneliness (FoL) and COVID-19-specific health anxiety were associated with the presence of depressive symptoms during the first coronavirus disease 2019 (COVID-19) wave. Questionnaires of 603 persons of the Swiss Multiple Sclerosis Registry (SMSR) were cross-sectionally analyzed using descriptive and multivariable regression methods. The survey response rate was 63.9%. Depressive symptoms were assessed by the Beck Depression Inventory-Fast Screen (BDI-FS). COVID-19-specific health anxiety and FoL were measured using two 5-item Likert scaled pertinent questions. High scoring FoL (2.52, 95% confidence interval (CI) (2.06-2.98)) and/or COVID-19 specific health anxiety (1.36, 95% CI (0.87-1.85)) were significantly associated with depressive symptoms. Further stratification analysis showed that the impact of FoL on depressive symptoms affected all age groups. However, it was more pronounced in younger PwMS, whereas an impact of COVID-19 specific health anxiety on depressive symptoms was particularly observed in middle-aged PwMS. FoL and COVID-19-specific health anxiety were age-dependently associated with depressive symptoms during the first COVID-19 wave in Switzerland. Our findings could guide physicians, health authorities, and self-help groups to better accompany PwMS in times of public health crises.
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COVID-19 , Esclerosis Múltiple , Persona de Mediana Edad , Humanos , COVID-19/epidemiología , Soledad , Depresión/epidemiología , Esclerosis Múltiple/complicaciones , Esclerosis Múltiple/epidemiología , Suiza/epidemiología , Ansiedad/epidemiologíaRESUMEN
Background: Fingolimod is a disease-modifying drug approved for multiple sclerosis but its benefit-harm balance has never been assessed compared to other active treatments. Objectives: Our aim was to compare the benefits and harms of fingolimod with interferon beta-1a using individual patient data from TRial Assessing injectable interferon versus FTY720 Oral in RRMS trial. Methods: We modelled the health status of patients over time including Expanded Disability Status Scale measurements, relapses and any adverse events. We assessed the mean health status between arms and the proportion of patients whose health deteriorated or improved relatively to baseline, using a prespecified minimal important difference of 4.6. We performed sensitivity analyses to test our assumptions. Results: Main and sensitivity analyses favoured fingolimod 0.5â mg over interferon beta-1a. The average health status difference was 1.01 (95% CI 0.93-1.08). Patients on fingolimod 0.5â mg were 0.47 (95% CI: 0.35-0.63, p < 0.001) times less likely to experience a relevant decline in health status compared to interferon beta-1a patients, with a number needed to treat of 7.10 [5.18, 11.23]. Conclusions: Fingolimod's net benefit over interferon beta-1a did not reach the clinical relevance over 1 year, but the decreased risk for health status deterioration may be more pronounced more long term and patients may prefer less treatment burden associated with fingolimod.
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INTRODUCTION: Several disease-modifying therapies (DMTs), covering a broad spectrum of mechanisms of action, have been approved by regulatory agencies for the treatment of relapsing-remitting multiple sclerosis (RRMS). However, only little is known about the current real-world treatment situation in Switzerland. Based on data from a diverse population of 668 persons with RRMS from the Swiss Multiple Sclerosis Registry (SMSR), the present study aims to fill this gap with a descriptive, cross-sectional approach. METHODS: Data originated from the SMSR baseline questionnaire and follow-up surveys. Data on current health status and life situation in the last 6 months were extracted from the survey distributed throughout 2020 and 2021, while data on disease-modifying therapy (DMT) histories were included from preceding surveys. Initially, data was stratified into three DMT groups according to the current DMT status (NO (No DMT), CONTINUED (DMT started more than 6 months ago), and NEW (DMT started less than 6 months ago)). In a subsequent analysis, the sample was stratified into groups corresponding to the five most frequently prescribed DMTs. Self-reported outcomes including therapy discontinuation or interruption, relapses and side-effects in the last 6 months were analyzed per group. Life and health situation parameters were also determined and analyzed. RESULTS: The study population consisted of 445 (66.6%) individuals belonging to the CONTINUED, 84 (12.6%) to the NEW, and 139 (20.8%) to the NO group. Within the NO group, 24 (17.3%) reported relapses. Furthermore, self-reported relapses (28 (33.3%)), side-effects (39 (46.4%)), and treatment discontinuations or interruptions (30 (35.7%)) occurred more frequently in the NEW compared to the CONTINUED group (37 (8.3%), 125 (28.1%), 8 (1.8%), respectively). The three groups also differed with respect to age, time since diagnosis, number of symptoms, DMT history, and health-related quality of life. The five most frequently prescribed DMTs included fingolimod (33.4%), dimethyl fumarate (25.0%), ocrelizumab (23.6%), natalizumab (10.6%) and teriflunomide (7.5%). The frequency of self-reported relapses ranged from 9.7% to 13.6%. Notable differences were found in the number of self-reported side-effects, ranging from 9.1% with natalizumab to 56.7% with dimethyl fumarate. DISCUSSION: This cross-sectional analysis suggested that the majority of individuals with RRMS in Switzerland continuously receive tolerable DMT. However, groups not receiving DMT or struggling with side-effects or continued disease worsening while on DMT still persist. It is conceivable that the number of self-reported symptoms indicates the need for more detailed clarification of the DMT characteristics and expectations of treatment outcomes. Injectable DMTs no longer play a major role in the treatment of RRMS in Switzerland and a trend toward an early use of potent drugs is emerging.
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Esclerosis Múltiple Recurrente-Remitente , Esclerosis Múltiple , Dimetilfumarato/uso terapéutico , Humanos , Inmunosupresores/uso terapéutico , Esclerosis Múltiple/tratamiento farmacológico , Esclerosis Múltiple Recurrente-Remitente/tratamiento farmacológico , Esclerosis Múltiple Recurrente-Remitente/epidemiología , Natalizumab/uso terapéutico , Calidad de Vida , Recurrencia , Sistema de Registros , Suiza/epidemiologíaRESUMEN
AIM: The study aimed to implement and measure effectiveness of a systematic continence management intervention in people suffering a stroke in undertaking rehabilitation. DESIGN: An intervention study was conducted. METHODS: In the first part of the study, patients were included in the control group and observed. After the training of the nursing staff, participants were assigned to the intervention group. The intervention consisted of screening, assessment, treatment, communication and evaluation. RESULTS: Forty-six patients took part in the study, of which 35 were in the control and 11 in the intervention groups. Within the two groups, significant improvements in outcomes were mostly seen during the study. For the Incontinence Quality of Life Social Embarrassment scale, a significantly higher increase was observed for the intervention group. The improvement between admission and discharge in the intervention group was notably larger for the outcome's incontinence and quality of life.
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Rehabilitación de Accidente Cerebrovascular , Accidente Cerebrovascular , Incontinencia Urinaria , Humanos , Alta del Paciente , Calidad de Vida , Accidente Cerebrovascular/complicaciones , Incontinencia Urinaria/prevención & controlRESUMEN
Multiple sclerosis (MS) is a complex condition with numerous physical, cognitive and emotional symptoms. These may necessitate significant, permanent lifestyle changes for people with multiple sclerosis (PwMS) and their caregivers and families, meaning it is important in contemporary neurological practice to consider including families and/or caregivers in the management of MS. However, existing evidence suggests that family involvement is not always beneficial; for example, it can exert either a strong positive or negative influence on the ability of PwMS to achieve optimal outcomes from their treatment and disease management. This paper, based on a live debate between neurologists and PwMS, examines the current perceptions on constructive involvement of families and caregivers in consultations for and management of MS, and reveals several areas where additional studies are warranted. Shared decision-making in MS has historically been a collaboration solely between healthcare professionals (HCPs) and PwMS, but PwMS are now more frequently being accompanied to appointments by a support person. This paper encourages HCPs to understand the dynamics between PwMS and their support person, and to individualize consultations and information accordingly. Family and caregiver involvement in the provision of care for PwMS needs to be for the benefit of, and at the discretion of, the PwMS. Support for families of PwMS, although important, may be more effectively and appropriately delivered through other channels outside of the clinical setting. Educating HCPs on the current patient experience to enable them to provide improved personalized care will ensure a mutualistic, patient-centred relationship with PwMS, which will help to optimize outcomes. Communication tools may also facilitate these interactions.
Multiple sclerosis (MS) is a highly variable condition. The uncertainty this brings can affect the mental well-being of the entire family of someone living with MS. Additionally, people with MS may need help administering and remembering to use medicines, and require changes to the way they live their life (e.g. employment decisions, home adjustments and care), which can also disrupt the family's lifestyle. The family undoubtedly needs to be involved in certain decisions, such as family planning, or when caring for very young or old people with MS. However, extensive family involvement may not always be a good thing for all people with MS. Therefore, it is the responsibility of healthcare professionals to understand the pivotal role of the caregiver and seek appropriate opportunities to engage with family and support persons on a case-by-case basis. To highlight the importance of family members in the management of MS, an international group of expert neurologists and people with MS discussed the best ways to involve families in consultations and decision-making, without disrupting care or undermining the independence of the people with MS. The group stresses that a family's involvement in the provision of care needs to be for the benefit of the people with MS and that many factors can influence whether family involvement is perceived positively or negatively by the people with MS. Support for the family is important; however, it may be more appropriately delivered outside the healthcare professional consultation, and instead provided by a patient or caregiver organization.
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Background: Multiple sclerosis (MS) symptoms are expected to aggregate in specific patterns across different stages of the disease. Here, we studied the clustering of onset symptoms and examined their characteristics, comorbidity patterns and associations with potential risk factors. Methods: Data stem from the Swiss Multiple Sclerosis Registry, a prospective study including 2,063 participants by November 2019. MS onset symptoms were clustered using latent class analysis (LCA). The latent classes were further examined using information on socio-demographic characteristics, MS-related features, potential risk factors, and comorbid diseases. Results: The LCA model with six classes (frequencies ranging from 12 to 24%) was selected for further analyses. The latent classes comprised a multiple symptoms class with high probabilities across several symptoms, contrasting with two classes with solitary onset symptoms: vision problems and paresthesia. Two gait classes emerged between these extremes: the gait-balance class and the gait-paralysis class. The last class was the fatigue-weakness-class, also accompanied by depression symptoms, memory, and gastro-intestinal problems. There was a moderate variation by sex and by MS types. The multiple symptoms class yielded increased comorbidity with other autoimmune disorders. Similar to the fatigue-weakness class, the multiple symptoms class showed associations with angina, skin diseases, migraine, and lifetime prevalence of smoking. Mononucleosis was more frequently reported in the fatigue-weakness and the paresthesia class. Familial aggregation did not differ among the classes. Conclusions: Clustering of MS onset symptoms provides new perspectives on the heterogeneity of MS. The clusters comprise different potential risk factors and comorbidities. They point toward different risk mechanisms.
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The interrelations between fatigue, depression and health-related quality of life (HRQoL) in persons with multiple sclerosis (PwMS) are complex, and the directionality of the effects is unclear. To address this gap, the current study used a longitudinal design to assess direct and indirect effects of fatigue and depression on HRQoL in a one-year follow-up survey. A sample of 210 PwMS from the nationwide Swiss MS Registry was used. HRQoL was assessed using the European Quality of Life 5-Dimension 5-Level questionnaire. Path analysis on HRQoL, with fatigue and depression as predictors, was applied. Fatigue was measured by the Modified Fatigue Impact Scale (MFIS), including physical, cognitive and psychosocial subscales, and non-somatic depressive symptomatology was examined with the Beck Depression Inventory-Fast Screen (BDI-FS). Fatigue acted as a fully mediating variable (B = -0.718, SE = 0.253) between non-somatic depressive symptomatology and HRQoL. This indirect effect became apparent in the physical (B = -0.624, SE = 0.250), psychosocial (B = -0.538, SE = 0.256) and cognitive subscales (B = -0.485, SE = 0.192) of fatigue. In contrast, non-somatic depressive symptomatology did not act as a mediator. Our findings provide novel and clinically relevant longitudinal evidence showing that the debilitating effect of non-somatic aspects of depression on HRQoL was fully mediated and therefore explainable via fatigue.
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OBJECTIVE: To compare and characterize major depressive disorder (MDD) subtypes (i.e., pure atypical, pure melancholic and mixed atypical-melancholic) and depression symptoms in persons with multiple sclerosis (PwMS) with persons without MS (Pw/oMS) fulfilling the DSM-5 criteria for a past 12-month MDD. METHODS: MDD in PwMS (n = 92) from the Swiss Multiple Sclerosis Registry was compared with Pw/oMS (n = 277) from a Swiss community-based study. Epidemiological MDD diagnoses were based on the Mini-SPIKE (shortened form of the Structured Psychopathological Interview and Rating of the Social Consequences for Epidemiology). Logistic and multinomial regression analyses (adjusted for sex, age, civil status, depression and severity) were computed for comparisons and characterization. Latent class analysis (LCA) was conducted to empirically identify depression subtypes in PwMS. RESULTS: PwMS had a higher risk for the mixed atypical-melancholic MDD subtype (OR = 2.22, 95% CI = 1.03-4.80) compared to Pw/oMS. MDD in PwMS was specifically characterized by a higher risk of the two somatic atypical depression symptoms 'weight gain' (OR = 6.91, 95% CI = 2.20-21.70) and 'leaden paralysis' (OR = 3.03, 95% CI = 1.35-6.82) and the symptom 'irritable/angry' (OR = 3.18, 95% CI = 1.08-9.39). CONCLUSIONS: MDD in PwMS was characterized by a higher risk for specific somatic atypical depression symptoms and the mixed atypical-melancholic MDD subtype. The pure atypical MDD subtype, however, did not differentiate between PwMS and Pw/oMS. Given the high phenomenological overlap with MS symptoms, the mixed atypical-melancholic MDD subtype represents a particular diagnostic challenge.
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Depresión/epidemiología , Trastorno Depresivo Mayor/clasificación , Esclerosis Múltiple/psicología , Adulto , Anciano , Anciano de 80 o más Años , Estudios de Casos y Controles , Trastorno Depresivo Mayor/epidemiología , Manual Diagnóstico y Estadístico de los Trastornos Mentales , Femenino , Humanos , Masculino , Persona de Mediana Edad , Esclerosis Múltiple/epidemiología , Sistema de Registros , Suiza/epidemiología , Adulto JovenRESUMEN
PURPOSE: Multiple sclerosis (MS) prognosis is often uncertain. This literature review considers patients' understanding of, and perspectives on, MS progression to better comprehend the unmet needs of people with MS (PwMS), in order to improve treatment adherence and quality of life (QoL). METHODS: Literature searches for peer-reviewed papers concerning patient perspectives on the progression of MS and comparable conditions, published between January 2000 and January 2020, were conducted. RESULTS: Little qualitative evidence exists that examines PwMS' perspectives on MS progression. The understanding and meaning ascribed to terms such as "disease progression" vary. Some PwMS find disease labels stigmatizing, confusing, and disconnected from reality. The lack of a clear definition of progression and discrepancies between PwMS and healthcare professional (HCP) perspectives may contribute to misunderstanding and poor communication. Patient descriptions of progression and relapses include symptoms in addition to those evaluated by standard severity and disability measures. Compared with HCPs, PwMS are still focused on relapse prevention but place higher priority on QoL and ascribe different relative importance to the causes of poor adherence to treatment plans. PwMS want to discuss progression and likely prognosis. Such communication needs to be personalized and delivered with sensitivity, at an appropriate time. Poor treatment adherence may arise from a lack of understanding and poor communication, particularly around treatment goals. The few studies that directly considered patient perspectives on the progression of comparable conditions supported and extended the perspectives of PwMS. Lack of adequate communication by HCPs was the most common theme. CONCLUSION: Patient perspectives on disease progression in MS and other chronic progressive conditions are under-investigated and under-reported. The limited evidence available highlights the importance of providing adequate information and effective HCP communication. While further studies are needed, the current evidence base offers information and insights that may help HCPs to enhance patient care, well-being, and treatment adherence.
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INTRODUCTION: Physiotherapy may alleviate many multiple sclerosis (MS) symptoms, yet very little is known about physiotherapy accessibility and possible barriers in persons with MS (pwMS). We therefore aimed to elucidate physiotherapy use and possible access-barriers using data from 1493 pwMS from the Swiss Multiple Sclerosis Registry (SMSR), a patient-centered, longitudinal, observational MS study. METHODS: We used data of the SMSR to investigate the question at hand in a multivariable logistic regression model with regularly receiving physiotherapy (yes/no) as the outcome. Potential explanatory variables were investigated following an AIC-driven model selection approach and consisted of a priori specified socio-demographic variables, health status, and personal or social mobility variables. As a last step, the impact of physiotherapist supply on regular use was assessed in the final model. Missing data were handled by multiple imputation (main analysis), and complete case sensitivity analyses were performed. RESULTS: The main analysis included 1493 participants. In the multivariable logistic regression, positive associations were found between the use of physiotherapy and the following variables: having a primary-progressive MS (Odds Ratio (OR) [95% Confidence Intervals] 1.97 [1.18; 3.29]), being more severely impaired (EDSS 4-6.5 OR 1.84 [1.16; 2.91]), higher number of current symptoms (1 OR 3.31 [1.63; 6.74], 2-3 OR 3.43 [1.8; 6.53], 4-5 OR 4.44 [2.28; 8.66], 6-7 OR 4.06 [1.90; 8.70], 8-9 OR 3.87 [1.71; 8.75], being on disability pension (OR 1.75 [1.24; 2.46], or having applied for it OR 2.25 [1.31; 3.85]), having gait problems (OR 1.58 [1.11; 2.23]), having been in a rehabilitation clinic in the past 12 months (OR 4.43 [2.17; 9.03]), and currently being on disease-modifying treatment (OR 1.61 [1.12; 2.31]). Negative associations were found for a higher quality of life (OR 0.92 [0.85; 0.98]), working more than 80% (OR 0.47 [0.30; 0.75]) and being from the French language region (OR 0.66 [0.47; 0.94]). No association between physiotherapist supply and regular physiotherapy use was detected. DISCUSSION: In a large, Swiss-based MS population, little evidence for socio-demographic barriers to physical therapy was found. Physiotherapy uptake was higher among pwMS with more impairments, lower health-related quality of life, or who have been discharged recently from inpatient rehabilitation. The uptake differences by language region warrant further investigations.
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Esclerosis Múltiple Crónica Progresiva , Esclerosis Múltiple , Estudios Transversales , Humanos , Esclerosis Múltiple/epidemiología , Esclerosis Múltiple/terapia , Modalidades de Fisioterapia , Calidad de VidaRESUMEN
Background: Persons with multiple sclerosis (PwMS) are at increased risk to report poor sleep patterns and lower physical activity indices. To date, data on longitudinal objectively sleep assessment is missing. In the present study, we investigated the pattern of objective sleep and subjective physical activity indices over a period of 13.5 months, under naturalistic conditions. Method: 13.5 months after their first assessment, a total of 16 PwMS (mean age = 49.13 median EDSS score: 5; 11 females) were reassessed on their objective sleep via portable sleep-electroencephalogram (EEG-) devices, along with their subjective sleep patterns (symptoms of insomnia, restless legs syndrome (RLS), and sleep-disordered breathing), physical activity indices, psychological functioning (symptoms of depression, fatigue, daytime sleepiness), and MS-related information (fatigue, EDSS; disease-modifying treatments). While the baseline assessment was performed in a rehabilitation center, the follow-up assessment took place at participants' naturalistic and familiar setting. Results: Statistically, symptoms of depression and fatigue, subjective sleep, and physical activity levels did neither increase, nor decrease over time, although descriptively, both moderate and vigorous physical activity levels decreased, and fatigue and subjective insomnia increased. Time awake after sleep onset statistically significantly decreased, while light sleep duration increased by trend. Conclusions: Among a smaller sample of PwMS, objective sleep in their naturalistic setting remained fairly stable over a mean time lapse of 13.5 months after clinic discharge. Physical activity levels descriptively decreased. The present results are of clinical and practical importance for treatment counseling: PwMS can be reassured that their sleep quality does not deteriorate, once they have left a rehabilitation center. Further, they should be encouraged to keeping their physical activity levels as stable as possible.
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BACKGROUND: Fingolimod lowers the number of relapses in multiple sclerosis (MS) patients and slows down disease progression, but causes a broad spectrum of side effects. Our aim was to estimate the benefit-harm balance of fingolimod using individual patient data from FREEDOMS, a randomized controlled trial that compared two different dosages of fingolimod to placebo. METHODS: We modelled the health status of patients over two years on a scale ranging from 0 (worst health or death) to 100 (maximum health). The model considered Expanded Disability Status Scale measurements, relapses and adverse events. We compared the mean health status between arms, and the proportion of trial participants for whom health declined or improved compared to baseline by a predefined minimal important difference of 4.6 or more. RESULTS: The main analysis showed a net benefit for fingolimod 0.5mg compared to placebo, with an average health status difference over two years of 2.7 (95% CI 2.2 to 3.2). Patients on fingolimod 0.5mg were 0.53 (95% CI 0.40-0.72, p<0.001) times less likely to have a relevant decline in health status compared to patients on placebo, corresponding to a number needed to treat of 8 to prevent one relevant decline in health status. All sensitivity analyses favoured fingolimod 0.5mg. CONCLUSION: Although fingolimod's net benefit did not reach the clinical relevance on average, the decreased risk for a decline in health over two years may be relevant. This approach could be applied to other MS drugs and provide an objective evidence base for guideline recommendations.
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Esclerosis Múltiple Recurrente-Remitente , Esclerosis Múltiple , Clorhidrato de Fingolimod/uso terapéutico , Libertad , Humanos , Inmunosupresores/efectos adversos , Esclerosis Múltiple/tratamiento farmacológico , Esclerosis Múltiple Recurrente-Remitente/tratamiento farmacológicoRESUMEN
BACKGROUND: In patients with indwelling bladder catheters for > 2 weeks, bacterial colonization is inevitable, leading to urinary tract infections or encrustations with subsequent catheter blockage. Currently, bladder irrigations are the most frequently used prophylactic means, but the best solution remains yet to be determined. In vitro studies demonstrate that polihexanide is a promising option for catheter irrigation, but no data about safety and tolerability exist. METHODS: In a prospective observational study in patients with indwelling bladder catheter for > 2 weeks, a 0.02% polihexanide solution was used to rinse the catheter on five consecutive days. Adverse events, tolerability and vital signs were assessed before, during, after and at the end of the treatment period. RESULTS: There was no serious adverse event in the study. A total of 28 adverse events (AEs) in 15 (46.88%) participants were experienced. Absolute changes in pain scores were not clinically relevant. No incidences of either flushing or sweating were found during instillation. Bladder spasms during instillation were reported in two cases during a single instillation. Mean pulse rates did not change by more than 3 beats per minute. Mean changes in body temperature did not exceed 0.12 °C. Clinically relevant changes in blood pressure were recorded for 3 patients. CONCLUSIONS: This is the first study to demonstrate that a 0.02% polihexanide solution can safely be used for catheter irrigation. TRIAL REGISTRATION: ClinicalTrials.gov ( NCT02157415 ), June 6th, 2014.
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Biguanidas , Catéteres de Permanencia , Desinfectantes , Catéteres Urinarios , Anciano , Biguanidas/administración & dosificación , Biguanidas/efectos adversos , Estudios de Cohortes , Desinfectantes/administración & dosificación , Desinfectantes/efectos adversos , Femenino , Humanos , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Soluciones , Irrigación Terapéutica/métodosRESUMEN
BACKGROUND: Multiple sclerosis (MS) notably affects adults of working age. For persons with MS (PwMS), being employed enhances their quality of life and it may be regarded as an indicator of overall functioning. Thus, ensuring work participation in PwMS is of general public health interest. OBJECTIVE: To examine relevant socio-demographic, MS-, health- and work-related factors, including psychosocial working conditions, associated with currently working PwMS in Switzerland and their expected work retention. METHODS: Using cross-sectional data of PwMS in the Swiss MS Registry (n = 541, median age = 48 [IQR 40;55]), multivariable logistic regression models were computed. First, currently working PwMS were characterised in comparison with those not currently working. Second, expected work retention, operationalized as subjective judgement "likely to work in the same job in 2 years", was examined within the group of currently working PwMS. RESULTS: The factors age (OR 0.96, 95% CI 0.92-0.99), sex (OR 0.28, 95% CI 0.13-0.60), highest achieved job position (OR 1.21, 95% CI 1.01-1.46), health-related quality of life (HRQoL) (OR 1.02, 95% CI 1.01-1.04) and the number of MS symptoms (OR 0.90, 95% CI 0.82-0.98) were associated with currently working PwMS. Moreover, HRQoL (OR 1.07, 95% CI 1.04-1.10) and psychosocial working conditions, such as job resources (e.g. autonomy, control or social support) (OR 2.83, 95% CI 1.50-5.33) and job demands (e.g. workload, time pressure) (OR 0.41, 95% CI 0.18-0.90) were important factors for expected work retention among this group. CONCLUSIONS: Resourceful psychosocial working conditions are crucial for PwMS to maintain employment. Employers could contribute to work retention among PwMS by creating a work environment with resourceful psychosocial working conditions and providing, for instance, social support.
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Ciencia Ciudadana , Empleo , Esclerosis Múltiple , Adulto , Niño , Estudios Transversales , Femenino , Humanos , Masculino , Persona de Mediana Edad , Esclerosis Múltiple/epidemiología , Reorganización del Personal , Calidad de Vida , Suiza/epidemiologíaRESUMEN
AIMS AND OBJECTIVES: To develop, in an inpatient rehabilitation setting, a programme theory that promotes continence in people who have suffered a stroke. BACKGROUND: Urinary incontinence in stroke survivors impacts the quality of life, rehabilitation outcomes and ultimately incurred costs of the patient. Different approaches are available for developing and testing complex interventions. DESIGN: Building a research-based programme theory. METHODS: To elaborate the intervention, a guidance for developing a complex intervention for nursing was chosen and the sources that should be considered were defined. Subsequently, a research-based programme theory was generated that was represented via a theoretical approach logic model. This study was guided by the checklist for reporting theory of change in public health interventions. RESULTS: The intervention consists of six parts with three outcome chains on interconnected levels, which are oriented towards patients and nurses. The important aspects of the programme theory are communication, individually tailored measures and the definition of interdisciplinary objectives. CONCLUSION: Developing a programme theory and representing it via a logic model help clarify the initial intervention and ensure that implementation strategies are well thought out. RELEVANCE TO CLINICAL PRACTICE: By employing detailed reflection and using previous research, it is expected that the intervention can be implemented successfully and its effectiveness can be investigated in more depth.
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Desarrollo de Programa/métodos , Rehabilitación de Accidente Cerebrovascular/enfermería , Incontinencia Urinaria/enfermería , Humanos , Calidad de Vida , Accidente Cerebrovascular/complicaciones , Accidente Cerebrovascular/enfermería , Incontinencia Urinaria/etiologíaRESUMEN
BACKGROUND: Although multidisciplinary rehabilitation programs are commonly used in clinical practice for patients with multiple sclerosis (MS), they are currently underexamined. OBJECTIVE: This study aims to investigate the efficacy and underlying brain mechanisms of an inpatient multidisciplinary rehabilitation. METHODS: Twenty-four patients with relapse-onset MS underwent a 4-week personalized inpatient multidisciplinary rehabilitation and three assessment sessions including MRI, clinical, cognitive and motor function evaluation. Twenty-four healthy controls underwent two assessment sessions 4 weeks apart. Test performances were compared using repeated measures ANOVA, Tukey and t tests. A motor sequence learning (MSL) task was presented during fMRI and data were analysed using FSL. RESULTS: Patients had less perceived fatigue, improved walking speed and quality of life following the rehabilitation, which could be maintained at follow-up 4 weeks after rehabilitation. After rehabilitation, differences in accuracy of the MSL task between groups diminished, indicating an improved performance in patients. Improved accuracy went along with changes of brain activity in the left cerebellum and right frontal lobe post-rehabilitation, which could be maintained at follow-up. No changes between sessions were observed in controls. CONCLUSION: Multidisciplinary rehabilitation may improve highly impacting symptoms through more efficient recruitment of brain regions and therefore positively influence MS patients' quality of life.
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Encéfalo/fisiopatología , Esclerosis Múltiple Recurrente-Remitente/diagnóstico , Esclerosis Múltiple Recurrente-Remitente/rehabilitación , Rehabilitación Neurológica , Evaluación de Resultado en la Atención de Salud , Adulto , Encéfalo/diagnóstico por imagen , Imagen Eco-Planar , Femenino , Neuroimagen Funcional , Humanos , Pacientes Internos , Estudios Longitudinales , Masculino , Persona de Mediana Edad , Rehabilitación Neurológica/métodos , Pruebas Neuropsicológicas , Calidad de VidaRESUMEN
OBJECTIVE: Fatigue experienced by people with multiple sclerosis (pwMS) is multidimensional, consisting of different components, such as perceived, physical and cognitive fatigue and performance fatigability. At present, there is no gold standard to assess performance fatigability in pwMS; therefore, we aimed to determine whether, during a fatiguing task, average rectified value (ARV), mean frequency of the power spectrum (MNF), muscle fiber conduction velocity (CV) and fractal dimension (FD) of surface electromyography (sEMG) may be used as indirect indices of performance fatigability. Moreover, we analyzed whether a three-week rehabilitation program impacts on performance fatigability in pwMS, and whether a relationship between sEMG parameters and trait levels of perceived fatigability, before and after rehabilitation, does exist. APPROACH: Twenty-one pwMS performed a 20% maximal voluntary contraction (MVC) of 1 min, and afterwards a 60% MVC held until exhaustion. sEMG signals were detected from the biceps brachii, vastus medialis and vastus lateralis. Performance fatigability was determined at entry to (t 0) and discharge from (t 1) rehabilitation. Perceived fatigability was measured at t 0 and t 2, one month after rehabilitation. MAIN RESULTS: ARV, MNF, CV and FD rates of change showed significant changes at t 0 and t 1 (p < 0.05) during the high-level contraction in the BB, but rather limited in the vastii muscles. Moreover, rehabilitation did not induce any reductions in either perceived or performance fatigability. No significant correlations between ARV, MNF, CV and FD rates of change during the 60% MVC and perceived fatigability, at t 0 and t 2, were found. SIGNIFICANCE: Our findings suggest that the sEMG parameters are useful for indirectly assessing performance fatigability in pwMS during sub-maximal fatiguing contractions, particularly in the biceps brachii.