Inclusion Criteria:

• - Patients with Multiple Sclerosis (MS) with a diagnosis established by MRI.

• - Patients with a Kurtzke Expanded Disability Status Scale (EDSS) score < 5.

• - Body mass index (BMI) < 30 Kg/m².

• - Thickness of subcutaneous adipose tissue at the calf ≤ 20 mm.

• - MS patients without neurological signs of flare-up since 1 month.

• - MS patients who have not had any treatment modification during the last 2 months.

• - Subjects affiliated to French health care system (for France).

• - Volunteers who have given their written consent.

Exclusion Criteria:

• - Patients suffering from progressive psychiatric pathologies (active psychosis, , etc.) or the presence of another serious unstabilized pathology (decompensated heart failure, progressive terminal cancer, etc.).

• - People with poorly controlled or unstable cardiovascular disease.

• - Major osteoarticular or neurological problems completely preventing the proper performance of the various tests.

• - Persons under guardianship, curatorship, deprived of liberty or safeguarding justice.

• - Pregnant or lactating women.

Following an arterial occlusion, the rate of decay of the NIRS signal is only dependent on local O2 consumption. Following an exercise increasing the oxygen consumption of the muscle (isometric contractions for 10 to 15 s), carrying out a series of brief occlusions makes it possible to calculate mVO2 (slope of O2 desaturation at each occlusion). mVO2 decreases exponentially with time, allowing calculation of a time constant (kNIRS, min-1) reflecting mitochondrial function. Furthermore, it has been shown that kNIRS correlates with mitochondrial respiration rate measured in oxygraphy (Ryan et al., 2014). A few studies have focused on the link between maximal muscular oxidative capacity (mVO2), fatigue and muscular endurance in patients with MS. Furthermore, contradictory results have been reported regarding mVO2 in this population, suggesting in one case a higher mVO2 compared to healthy subjects while others observe the opposite. This results in an imprecise assessment of maximum muscle oxidative capacity (mVO2) in MS patients and its relationship with fatigue and muscular endurance in this population. The investigator therefore propose to carry out a prospective interventional study to analyze the relationship between these different parameters. The investigator's hypothesis is the existence of a positive correlation between mVO2 and muscular endurance, and negative with fatigue. This relationship will also be sought 6 months after participants engagement in regular physical activity. Given the accumulation of functional deficits, this approach is focused on preventive medicine, and with the aim of improving the care of these patients. The statistical analyzes will be carried out with Stata software (version 15; StataCorp, College Station, Texas, USA), considering a risk of two-sided first type error of 5%. Continuous variables will be presented in the form of mean and standard deviation, according to the normality of their distribution (Shapiro-Wilk test if necessary). In case of non-normality, they will be presented in the form of median, quartiles and extreme values. Qualitative variables will be expressed in numbers and associated percentages. Graphical representations will, as much as possible, be associated with these analyses. A description of the deviations from the protocol, the patients distributed according to these deviations and the causes of abandonment will also be carried out. The number of patients included and the inclusion curve will be presented by group. Patients will be described at inclusion according to the following variables: compliance with eligibility criteria, epidemiological characteristics, clinical characteristics and possible treatments. The main analysis aiming to investigate the association between maximum muscle oxidative capacity (mVO2) of MS patients assessed by near-infrared spectroscopy (NIRS) and muscular endurance of the gastrocnemius muscles assessed with the unipedal plantar flexion test (Single- Leg standing Heel Raise Test (SLSHR)) will be based on a regression coefficient (Pearson or Spearman with regard to the statistical distribution), interpreted with regard to the recommendations reported in the literature. The main analysis could be supplemented by a multivariate analysis aimed at taking into account possible confounding factors (including form/type of MS, functional deficits and age); a multiple linear regression will be proposed. The normality of the residuals will be studied; if necessary, a transformation (for example logarithmic) of the dependent variable of the study may be proposed). The results will then be expressed in terms of regression coefficients and 95% confidence interval. A subgroup analysis of the main analysis will be carried out (if possible), according to age, MS, and functional deficits; which will make it possible to evaluate the robustness of the results with regard to the heterogeneity of the sample under study and the possible impact of these variables in addition to the aforementioned multivariate analysis. The maximum muscular oxidative capacity and the muscular endurance of the gastrocnemius muscles could, secondly, be treated and analyzed as categorical data with regard to the work reported in the literature; the study of their relationship will then be analyzed by the most appropriate statistical test. For the study of the relationship between two categorical variables, a chi2 test or a Fisher exact test will be confirmed by presenting the results in terms of absolute difference and 95% confidence interval. The secondary analyzes aiming to study the relationship between the maximum muscular oxidative capacity, the fatigue (FACIT-F questionnaire) and the walking capacity will be based on a regression coefficient (Pearson or Spearman with regard to the statistical distribution) and will be interpreted with regard to the recommendations reported in the literature. The variation in mVO2 at 6 months following the engagement in physical activity [assessed by the variation in energy expenditure (number of METs per week)] will be studied by the paired Student test or the Wilcoxon test; Results will be expressed in terms of effect size and 95% confidence interval.