Score achieved on the validated self-reported (QIDS-SR16) evaluating the severity of depressive symptoms. QIDS-SR-16 is a standard questionnaire "The Quick Inventory of Depressive Symptomatology" (16-Item) (Self-Report). This covers questions on falling asleep, sleep during the night, waking up , sleeping too much, feeling sad ,appetite, weight, concentration , how they view themselves, thoughts of death and suicide, general interests, energy levels, feeling slowed down , feeling restless.

Score achieved on the validated Barratt Impulsiveness Scale (BIS-10) evaluating impulsivity. The French version of the BIS-10 is a self-rated 34 item questionnaire, composed by three subscales: motor-impulsivity, cognitive-impulsivity and non-planning-impulsivity. Each item is scored on a 0 to 4 points scale. Higher scores indicate higher levels of impulsivity.

In the BART participants blow up a series of virtual balloons. With each pump: (a) they earn 5 cents that accumulate in a temporary reserve, but (b) the likelihood of the balloon exploding increases. When this occurs participants lose the money in their temporary reserve. At any time, participants can choose to transfer their earnings to a permanent savings bank (and move to the next balloon). Thus, participants weigh the likelihood of the negative outcome (i.e., the balloon exploding and losing money) with the potential gains (i.e., 5 cents per pump). In the low ambiguity version of the task, the likelihood of the balloon exploding is known. In the high ambiguity version, the likelihood of the balloon exploding is unknown. The average adjusted pump score = average number of pumps on trials in which the balloons did not explode.

Score achieved on the validated MCQ scale (Monetary Choice Questionnaire), assessing delay discounting. Participants will be asked to make a series of hypothetical choices between small, sooner (impulsive) vs. larger, later (self controlled) hypothetical monetary outcomes

Based on the Five-Factor Model, personality traits will be assessed by the French Big Five Inventory questionnaire (BFI-Fr). The BFI-Fr contains 45 self-descriptive statements that assess the 5 personality traits: neuroticism (which refers to a propensity to experience negative emotions, distress, and anxiety), extraversion (a propensity to be energetic, sociable, and experience positive emotions); openness to experience (the tendency to be curious, imaginative, and to entertain new ideas, values, and experiences); conscientiousness (reflecting self-disciplined, planful, and organized); and agreeableness (which refers to cooperativeness and altruism). Each item was rated on a 5-point Likert scale ranging from 1 (strongly disagree) to 5 (strongly agree). All items will be recoded in the direction of the trait label, and the mean will be taken across items for each personality trait.

Score achieved on the validated EEfRT (Effort Expenditure for Rewards Task as an Objective Measure of Motivation and Anhedonia) experimental task. A measure of effort-based decision-making in humans, the Effort Expenditure for Reward Task (EEfRT), will be used. The EEfRT requires participants to choose between a low-effort, low reward task vs a high-effort, high reward task. Willingness to exert effort, or reward motivation, is measured by taking the average number of hard task choices from the first 50 trials.

Score achieved on the validated CyberBall experimental task: a ball tossing playing game in which the experimentor can control the number of throws received by the participants. The task is into 2 parts : first, inclusion condition (Participating in wich they will receive 33% of the throw : 10 in a total of 30) and second, exclusion condition (Participating in wich they will receive 2 time the ball in the 10 first throw then none of them in the last 20 throw).

neuropsychological assessments included in Rapid battery tests (Bereau et al., 2015)

b-value is a key technique parameter for DTI, which will decide the quality of DTI image.

DTI is a sensitive probe of cellular structure that works by measuring the diffusion of water molecules. The measured quantity is the diffusion coefficient, a proportionality constant that relates diffusive flux to a concentration gradient and has units of mm2/s.

C-reactive protein rate

the measurement of serum IL-6 level in blood

Scores achieved on the validated Fagerström scale. The Fagerström test consists of six questions. A score of 0 - 10 is obtained depending on the answers given. A score of 0 - 2 = zero addiction, 3 - 4 = slight addiction, 5 - 6 = moderate addiction, 7 ou 8 heavy addiction and 9 - 10 = very heavy addiction.