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This study evaluates the association between sedentary behaviour, physical activity, and the cardiometabolic health of Multiple Sclerosis via several cardiovascular, metabolic and anthropometric parameters.
Multiple sclerosis (MS) is an autoimmune, inflammatory and neurodegenerative disorder of the central nervous system, predominantly affecting young to middle-aged adults. The disease manifests in a broad spectrum of associated sensory, motor and psychological dysfunction, and there is a large variability in symptoms between (and within) persons with MS (PwMS). This can (partly) be explained by the co-existence of cardiometabolic (CM) diseases, such as hypertension, dyslipidaemia, insulin resistance or diabetes. More specifically, the presence of one or more of these CM diseases has been associated with a worsening of disability, independent of the timing of their development (at MS symptom onset, diagnosis, or later in the disease course). Therefore, the prevention and/or treatment of these CM comorbidities also warrant attention in MS rehabilitation.
In most studies PwMS and HC were matched on age, sex, height and weight. Importantly, differences in physical activity (PA) and sedentary behaviour (SB) were never taken into account, while this might be a relevant matching risk factor between groups. Moreover, Ranadive et al. found a significant worse vascular function in PwMS compared to HC, but differences were accounted for by low PA in PwMS. This might mean that PwMS can completely attenuate their increased CM risk by increasing their PA. However, this conclusion was only based on a statistical correction, there was a large difference in PA between groups and other confounding factors (such as PA intensity, smoking and nutrition intake) were not taken into account.
Therefore, the present study aims to investigate the relation between CM health and different intensities of PA and SB in PA-matched PwMS and HC. When CM health is comparable between PwMS and HC with similar PA levels, this shows the importance of including PA and SB measures and interventions as early as possible in MS treatment before automatically starting CM medication because PwMS are known to have multiple risk factors.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Healthy control | Healthy controls who engage in sedentary behaviour for more than 9 hours per day. Strata will be used to ensure equal distribution of active and inactive participants (< and > 150min/MVPA/week) | ||
| Persons with MS | Persons suffering from MS who engage in sedentary behaviour for more than 9 hours per day. Strata will be used to ensure equal distribution of active and inactive participants (< and > 150min/MVPA/week) |
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| Measure | Description | Time Frame |
|---|---|---|
| Body weight | Body weight (in underwear) is determined using a digital-balanced weighting scale to the nearest 0.1 kg | After 7 days of physical activity monitoring |
| Height | Body height is measured to the nearest 0.1cm using a wall-mounted Harpenden stadiometer, with participants barefoot | After 7 days of physical activity monitoring |
| DEXA (Dual Energy X-Ray) | body fat mass and lean tissue mass using Dual Energy X-ray Absorptiometry | After 7 days of physical activity monitoring |
| Waist circumference | Waist circumference will be measured to the nearest 0.1cm using a flexible metric measuring tape with participants barefoot (in underwear) in standing position. Waist circumference is measured at the midpoint between the lower rib margin and the top of the iliac crest. | After 7 days of physical activity monitoring |
| Hip circumference | Hip circumference will be measured to the nearest 0.1cm using a flexible metric measuring tape with participants barefoot (in underwear) in standing position. Hip circumference is measured at the widest circumference of the hip at the level of the greater trochanter. | After 7 days of physical activity monitoring |
| Concentration of glucose | Concentration of glucose measured in blood analysis during OGTT | After 7 days of physical activity monitoring |
| Concentration of Insulin |
| Measure | Description | Time Frame |
|---|---|---|
| Steps per day | Physical activity will be measured with the ActivPAL3TM activity monitor (PAL Technologies Ltd, Glasgow, UK). | 7 days |
| Sitting time | Sedentary behaviour will be measured with the ActivPAL3TM activity monitor (PAL Technologies Ltd, Glasgow, UK). |
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Inclusion Criteria:
Exclusion Criteria:
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Persons with and without Multiple Sclerosis (MS), who also engage for more than 9h per day in sedentary behaviour. Healthy controls will be matched with persons with MS based on their physical activity level, gender, age and BMI.
| Name | Role | Phone | Extension | |
|---|---|---|---|---|
| Bert Op 't Eijnde, prof. dr. | Contact | +32 11 29 21 21 | bert.opteijnde@uhasselt.be | |
| Ine Nieste, drs. | Contact | +32496257499 | ine.nieste@uhasselt.be |
| Name | Affiliation | Role |
|---|---|---|
| Bert Op 't Eijnde, prof.dr. | Hasselt University | Study Chair |
| Ine Nieste, drs. | Hasselt University | Principal Investigator |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Hasselt University | Recruiting | Diepenbeek | Limburg | 3590 | Belgium |
| Type | Date | Date Unknown |
|---|---|---|
| Release | Jul 8, 2024 | |
| Unrelease | Jul 9, 2024 | |
| Release | Jul 9, 2024 | |
| Reset | Oct 18, 2024 | |
| Release | Dec 10, 2024 | |
| Reset | Jan 23, 2025 | |
| Release | Feb 24, 2025 | |
| Reset | Mar 14, 2025 |
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| Release Date | Unrelease Date | Unrelease Date Unknown | Reset Date | MCP Release Number |
|---|---|---|---|---|
| Jul 8, 2024 | Jul 9, 2024 | |||
| Jul 9, 2024 |
| ID | Term |
|---|---|
| D020529 | Multiple Sclerosis, Relapsing-Remitting |
| D009103 | Multiple Sclerosis |
| D009043 | Motor Activity |
| ID | Term |
|---|---|
| D020278 | Demyelinating Autoimmune Diseases, CNS |
| D020274 | Autoimmune Diseases of the Nervous System |
| D009422 | Nervous System Diseases |
| D003711 | Demyelinating Diseases |
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Blood samples
Blood analysis of insulin during OGTT |
| After 7 days of physical activity monitoring |
| Concentration of total cholesterol | Blood analysis | After 7 days of physical activity monitoring |
| Concentration of high density lipoprotein cholesterol (HDL-cholesterol | Blood analysis | After 7 days of physical activity monitoring |
| Concentration of low density lipoprotein cholesterol (LDL-cholesterol) | Blood analysis | After 7 days of physical activity monitoring |
| Concentration of triglyceride | Blood analysis | After 7 days of physical activity monitoring |
| Concentration of inflammatory markers | blood analysis of IL-6, TNF-α and C-reactive protein | After 7 days of physical activity monitoring |
| Reactive hyperaemia index (RHI) | Vascular endothelial function will be assessed by non-invasive peripheral arterial tonometry using the EndoPAT™ 2000 device. The reactive hyperaemia index reflects the reactive hyperaemia response, and is calculated as the ratio of the average peripheral arterial tone (PAT) signal in the posthyperemic phase to the baseline PAT signal in the occluded arm, with normalization to the ratio of the PAT signal in the control arm to account for any systemic hemodynamic changes. | After 7 days of physical activity monitoring |
| Homeostatic model assessment for insulin resistance (HOMA-IR) | An oral glucose tolerance test will be performed for assessment of whole body insulin sensitivity using the homeostatic model assessment for insulin resistance (HOMA-IR). The HOMA-IR is calculated from the fasting insulin and glucose concentration.sensitivity and beta cell function. The following parameters are calculated: homeostatic model assessment for insulin resistance, whole-body insulin sensitivity index, insulinogenic index and the area under the curve for glucose and insulin. | After 7 days of physical activity monitoring |
| Insulinogenic index | An oral glucose tolerance test will be performed for assessment of beta cell function by calculation of the insulinogenic index. The insulinogenic index is calculated from both insulin and glucose concentrations. | After 7 days of physical activity monitoring |
| Area under the curve of glucose and insulin concentrations | An oral glucose tolerance test will be performed for assessment of whole body insulin sensitivity by calculation of the area under the curve of glucose and insulin concentrations | After 7 days of physical activity monitoring |
| Cardiac autonomic function | Cardiac autonomic function will be operationalized as heart rate variability by means of continuous beat-to-beat heart rate signal measurements. time domain and frequency domain analysis of the R-R intervals will be performed | After 7 days of physical activity monitoring |
| Systolic and Diastolic blood pressure | Systolic, diastolic and mean arterial blood pressure will be measured 3 times at 5-min intervals using an electronic sphygmomanometer | After 7 days of physical activity monitoring |
| metabolic syndrome (MetS) risk score | A continuous metabolic syndrome risk score will be calculated using the waist circumference, HDL concentration, systolic blood pressure, triglycerides and fasting glucose levels, as described by Gurka et al. (2014). A higher score indicates worse health. Because this is a continuous scale, there is no minimum and maximum value. | After 7 days of physical activity monitoring |
| Oxygen uptake (VO2) | Cardiopulmonary exercise test on an electronically braked cycle ergometer is performed. With the aid of continuous pulmonary gas exchange analysis VO2 is collected breath-by-breath and averaged every ten seconds. | After 7 days of physical activity monitoring |
| Respiratory gas exchange ratio (RER) | Cardiopulmonary exercise test on an electronically braked cycle ergometer is performed. With the aid of continuous pulmonary gas exchange analysis RER is collected breath-by-breath and averaged every ten seconds. | After 7 days of physical activity monitoring |
| Heart rate (HR) | Cardiopulmonary exercise test on an electronically braked cycle ergometer is performed. With the aid of a heart rate monitor the HR is measured and averaged every ten seconds. | After 7 days of physical activity monitoring |
| Arterial stiffness | Arterial stiffness will be determined by pulse wave analysis (PWA) and pulse wave velocity (PWV) using SphygmoCor (v9; Atcor Medical). | After 7 days of physical activity monitoring |
| Whole-body insulin sensitivity (WBISI) | (fasting) glucose and (fasting) insulin levels measured during blood analysis from OGTT are used to calculate whole body-insulin sensitivity. | After 7 days of physical activity monitoring |
| 7 days |
| Standing time | Physical activity will be measured with the ActivPAL3TM activity monitor (PAL Technologies Ltd, Glasgow, UK). | 7 days |
| Walking time | Physical activity will be measured with the ActivPAL3TM activity monitor (PAL Technologies Ltd, Glasgow, UK). | 7 days |
| Sleeping time | Participants will have to keep track of their sleeping time by means of a sleep diary | 7 days |
| Exercise information | Participants will have to keep track of their exercise information by means of a diary | 7 days |
| Total calorie intake | Participants will record all food and beverages consumed over seven consecutive days and from this the total calorie intake is calculated. | 7 days |
| Macronutrient content | Participants will record all food and beverages consumed over seven consecutive days and from this the macronutrient content is calculated. | 7 days |
| 12-Item Multiple Sclerosis Walking Scale (MSWS-12) questionnaire | The MSWS-12 is a 12-item patient-rated measure of the impact of MS on walking over the past 2 weeks. The items are rated on a 5-point scale from 1 (Not at all) to 5 (Extremely). | After 7 days of physical activity monitoring |
| RAND-36 Item Health Survey (RAND-36) questionnaire | The RAND-36 (RAND refers to the American research organisation that developed the questionnaire; Research And Development') is a generic health profile that consists of two summary scales: a physical component summary (PCS) and a mental component summary (MCS). The total score is transformed to a hundred point scale. A higher score indicates a better health condition | After 7 days of physical activity monitoring |
| Modified fatigue impact scale (MFIS) questionnaire | The perceived impact of fatigue on physical, cognitive and psychosocial functioning of the past 4 weeks is assessed in the MFIS. A higher score indicates higher fatigue. The minimum and maximum value for the physical subscale is 0-36, for the cognitive subscale 0-40 and for the psychosocial subscale 0-8, resulting in a total score ranging from 0 to 84. | After 7 days of physical activity monitoring |
| Perceived stress scale (PSS) questionnaire | The PSS measures the level to which a respondent considers his or her life stressful and was designed to assess how unpredictable and controllable a person appraises his or her life. The PSS consists of 14 items ranging from 0 to 4. The total score is summed, a higher score indicates more stress. | After 7 days of physical activity monitoring |
| Oct 18, 2024 |
| Dec 10, 2024 | Jan 23, 2025 |
| Feb 24, 2025 | Mar 14, 2025 |
| D001327 | Autoimmune Diseases |
| D007154 | Immune System Diseases |
| D001519 | Behavior |