Mobile Technologies and Post-stroke Depression (MOTIV-POSDEP)

The recent development of acute phase treatments has dramatically improved stroke functional outcome but post-stroke neuropsychiatric disorders, notably post-stroke depression, continue to contribute to the heavy burden of stroke. While these conditions affect about 25% of stroke patients at 3 months, they are under-reported spontaneously by patients and are under-evaluated and treated by clinicians. Other than stroke severity and psychiatric history, risk factors for post-stroke depression remain a matter of debate, thus preventing identification of high-risk patients. Moreover, to date, neither pharmacological nor nonpharmacological treatments have demonstrated a significant benefit in the prevention of this disorder, thereby also impeding the development of early treatment strategies. Yet,the early management of post-stroke depression is critical given its negative influence on long-term functional outcomes, medication adherence, efficient use of rehabilitation services and the risk of stroke recurrence or vascular events. There is a pressing need to develop new tools allowing for the early detection of post-stroke neuropsychiatric complications for each individual patient. The rapid expansion of ambulatory monitoring techniques, such as Ecological Momentary Assessment (EMA), allows daily evaluations of mood symptoms in real time and in the natural contexts of daily life. The investigators have previously validated the feasibility and validity of EMA to assess daily life emotional symptoms after stroke, demonstrating its utility to investigate their evolution during the 3 months following stroke and to identify early predictors of post-stroke depression such as stress reactivity and social support, suggesting that EMA could be used in the early personalized care management of these neuropsychiatric complications. Recently, preliminary data have also emphasized the potential of EMA interventions to improve the outcome of psychiatric disorders.

Evaluation of depression and anxiety disorders at 3 and 6 months post-stroke using psychological and functional examination

Evaluation of depression and anxiety disorders at 3 and 6 months post-stroke using psychological and functional examination in addition with Ecological Momentary Assessment (EMA) evaluation.

Psychological evaluation including: MINI (current diagnosis) ; HDRS ; MDQ ; GAD-7 ; PC-PTSD-5 ; Quality of Sleep (item 6 of the Pittsburgh Sleep Quality Index) ; CES-D ; BAI ; RRS-short form ; IES-R ; mYFAS2.0;

Biological assessment : White and red blood cells count ; platelets count ; Haemoglobin ; CRPus ; Glycaemia ; Plasmatic HbA1c ; Plasmatic LDLc ; HDLc and triglyceride ; Creatinin clearance, Transaminases.

During 3 months after inclusion, a 3 to 5 minutes daily interview will administer questions concerning mood symptoms, activities, stress experience, substance use, social relationships and medication intake, activities, social interaction, environmental conditions, experience of depressed mood, anhedonia, changes in weight, appetite, sleep, fatigue, feelings of worthlessness or inappropriate guilt, concentration or decision-making difficulty

Semi-structured interview questionnaire designed to be used by a health care professional to investigate depressive symptomatology. 17 items are used to provide a score.

Semi-structured interview questionnaire designed to be used by a health care professional to investigate depressive symptomatology. 17 items are used to provide a score.

Semi-structured interview questionnaire designed to be used by a health care professional to investigate depressive symptomatology. 17 items are used to provide a score.

13 questions on mood symptoms and 2 additional questions on the co-occurrence and psychosocial impact of these symptoms. This questionnaire assesses the probability of an existing bipolar disorder. A positive screen include : a) answering 'Yes' to at least 7 of 13 questions, and b) reporting that several of these symptoms have been experienced during the same period of time, and c) reporting that psychosocial impairment has been caused by these symptoms.

13 questions on mood symptoms and 2 additional questions on the co-occurrence and psychosocial impact of these symptoms. This questionnaire assesses the probability of an existing bipolar disorder. A positive screen include : a) answering 'Yes' to at least 7 of 13 questions, and b) reporting that several of these symptoms have been experienced during the same period of time, and c) reporting that psychosocial impairment has been caused by these symptoms.

7 items that assess GAD symptoms experienced over the past two weeks. Patients are asked the frequency of these symptoms using a 4-point scale, ranging from 0 (Not at all) to 3 (Nearly every day). A cutoff score of greater than 10 is commonly used to identify cases of GAD.

7 items that assess GAD symptoms experienced over the past two weeks. Patients are asked the frequency of these symptoms using a 4-point scale, ranging from 0 (Not at all) to 3 (Nearly every day). A cutoff score of greater than 10 is commonly used to identify cases of GAD.

5-item screen designed to identify individuals with probable PTSD. It begins with an item designed to assess whether the respondent has had any exposure to traumatic events. If a respondent denies exposure, the scale is completed with a score of 0. If the respondent indicates a trauma history, he/she has additional Yes/No questions about how the traumatic event has affected him/her over the past month. If the total score is 3 or more, the screen indicates probable PTSD.

5-item screen designed to identify individuals with probable PTSD. It begins with an item designed to assess whether the respondent has had any exposure to traumatic events. If a respondent denies exposure, the scale is completed with a score of 0. If the respondent indicates a trauma history, he/she has additional Yes/No questions about how the traumatic event has affected him/her over the past month. If the total score is 3 or more, the screen indicates probable PTSD.

20-item. It measures symptoms of depression in nine different groups as defined by the DSM-5: Sadness (Dysphoria, 3 items), Loss of Interest (Anhedonia, 2 items), Appetite (2 items), Sleep (3 items), Thinking (Concentration, 2 items), Guilt or Worthlessness (2 items), Fatigue (2 items), Agitation (2 items), Suicidal ideation (2 items).

20-item. It measures symptoms of depression in nine different groups as defined by the DSM-5: Sadness (Dysphoria, 3 items), Loss of Interest (Anhedonia, 2 items), Appetite (2 items), Sleep (3 items), Thinking (Concentration, 2 items), Guilt or Worthlessness (2 items), Fatigue (2 items), Agitation (2 items), Suicidal ideation (2 items).

The Beck Anxiety Inventory (BAI) assesses the severity of patient anxiety during the past week. Though anxiety can be thought of as having several components, including cognitive, somatic, affective, and behavioral components included only two components in the BAI's original version: cognitive and somatic symptoms, with the cognitive subscale providing a measure of fearful thoughts and impaired cognitive functioning whereas the somatic subscale measures the symptoms of physiological arousal. Care was taken during scale construction to eliminate items that would be confounded with depression items. Patients respond to the frequence of 21 symptoms using a scale from 0 (Never) to 3 (Frequently, Almost every day).

The Beck Anxiety Inventory (BAI) assesses the severity of patient anxiety during the past week. Though anxiety can be thought of as having several components, including cognitive, somatic, affective, and behavioral components included only two components in the BAI's original version: cognitive and somatic symptoms, with the cognitive subscale providing a measure of fearful thoughts and impaired cognitive functioning whereas the somatic subscale measures the symptoms of physiological arousal. Care was taken during scale construction to eliminate items that would be confounded with depression items. Patients respond to the frequence of 21 symptoms using a scale from 0 (Never) to 3 (Frequently, Almost every day).

Ruminative Response Scale-short form (RRS-short form) is one of the most widely used self-reported measures of rumination, comprising 9 items and describing the factors of brooding (5 items) and reflection (5 items). For each item, patients indicate the frequency of each event on a 4-point scale ranging from 1 ("almost never") to 4 ("almost always").

Ruminative Response Scale-short form (RRS-short form) is one of the most widely used self-reported measures of rumination, comprising 9 items and describing the factors of brooding (5 items) and reflection (5 items). For each item, patients indicate the frequency of each event on a 4-point scale ranging from 1 ("almost never") to 4 ("almost always").

The MFI contains 20 items classified into four dimensions: general fatigue, mental fatigue, reduced activities and motivation. The statements are rated on a 5-point Likert scale (from "Yes, that is true" to "No, that is not true") representing the patient's current feeling. Low MFI scores reflect a higher degree of fatigue.

The MFI contains 20 items classified into four dimensions: general fatigue, mental fatigue, reduced activities and motivation. The statements are rated on a 5-point Likert scale (from "Yes, that is true" to "No, that is not true") representing the patient's current feeling. Low MFI scores reflect a higher degree of fatigue.

The EuroQoL 5-Dimensions Questionnaire (EQ-5D) is a standardized instrument for use as a measure of health outcome in stroke and was designed for self-completion by respondents. The 5 items of the questionnaire provide a simple descriptive profile and a single index value for health status. The EQ-Index has shown reasonable validity and acceptable responsiveness for detecting the health-related quality of life in stroke patients.

The EuroQoL 5-Dimensions Questionnaire (EQ-5D) is a standardized instrument for use as a measure of health outcome in stroke and was designed for self-completion by respondents. The 5 items of the questionnaire provide a simple descriptive profile and a single index value for health status. The EQ-Index has shown reasonable validity and acceptable responsiveness for detecting the health-related quality of life in stroke patients.

The Long-term Unmet Needs after Stroke (LUNS) includes 22 items that have each been worded to ask whether the respondent has a need and whether the need is met, and the potential complexity of "double-barrelled" questions was managed by providing Yes or No response modalities, with instructions to tick 'No' if there is no need or if the need has been met. Participants are also asked to indicate what level of help (from care givers/friends) they have received in completing the questionnaires, if any.

The Long-term Unmet Needs after Stroke (LUNS) includes 22 items that have each been worded to ask whether the respondent has a need and whether the need is met, and the potential complexity of "double-barrelled" questions was managed by providing Yes or No response modalities, with instructions to tick 'No' if there is no need or if the need has been met. Participants are also asked to indicate what level of help (from care givers/friends) they have received in completing the questionnaires, if any.

Used to measure two dimensions of social support : satisfaction and availability perceptions of social support and satisfaction with that social support. Each item is a question that solicits a two-part answer: Part 1 asks participants to list all the people that fit the description of the question, and Part 2 asks participants to indicate how satisfied they are in general with these people using a 6-point Licket scale (from 1. Very unsatisfied to 6. Extremely satisfied).

Used to measure two dimensions of social support : satisfaction and availability perceptions of social support and satisfaction with that social support. Each item is a question that solicits a two-part answer: Part 1 asks participants to list all the people that fit the description of the question, and Part 2 asks participants to indicate how satisfied they are in general with these people using a 6-point Licket scale (from 1. Very unsatisfied to 6. Extremely satisfied).

The International Physical Activity Questionnaire (7 items IPAQ) assesses physical activity undertaken across a comprehensive set of domains including: a. leisure time physical activity, b. domestic and gardening activities, c. work related physical activity, d. transport-related physical activity. The IPAQ short form asks about three specific types of activity undertaken in these four domains : walking, moderate-intensity activities and vigorous-intensity activities. Computation of the total score for the short form requires summation of the duration (in minutes) and frequency (days) of walking, moderate-intensity and vigorous-intensity activities.

The International Physical Activity Questionnaire (7 items IPAQ) assesses physical activity undertaken across a comprehensive set of domains including: a. leisure time physical activity, b. domestic and gardening activities, c. work related physical activity, d. transport-related physical activity. The IPAQ short form asks about three specific types of activity undertaken in these four domains : walking, moderate-intensity activities and vigorous-intensity activities. Computation of the total score for the short form requires summation of the duration (in minutes) and frequency (days) of walking, moderate-intensity and vigorous-intensity activities.

The International Physical Activity Questionnaire (7 items IPAQ) assesses physical activity undertaken across a comprehensive set of domains including: a. leisure time physical activity, b. domestic and gardening activities, c. work related physical activity, d. transport-related physical activity. The IPAQ short form asks about three specific types of activity undertaken in these four domains : walking, moderate-intensity activities and vigorous-intensity activities. Computation of the total score for the short form requires summation of the duration (in minutes) and frequency (days) of walking, moderate-intensity and vigorous-intensity activities.

The Riskometer application will be used to measure the stroke risk based on recorded parameters. The Stroke Riskometer app assesses the possibility of suffering a stroke using a number of health and lifestyle factors including age, sex, ethnic origin, blood pressure, atrial fibrillation, left ventricular hypertrophy, anti-hypertension, tobacco, cardiovascular history, weight / height ratio, cholesterol level, diabetes, alcohol, stress, cognitive decline, family and personal history of stroke and TIA, history of head trauma and myocardial infarction

The Riskometer application will be used to measure the stroke risk based on recorded parameters. The Stroke Riskometer app assesses the possibility of suffering a stroke using a number of health and lifestyle factors including age, sex, ethnic origin, blood pressure, atrial fibrillation, left ventricular hypertrophy, anti-hypertension, tobacco, cardiovascular history, weight / height ratio, cholesterol level, diabetes, alcohol, stress, cognitive decline, family and personal history of stroke and TIA, history of head trauma and myocardial infarction

The Riskometer application will be used to measure the stroke risk based on recorded parameters. The Stroke Riskometer app assesses the possibility of suffering a stroke using a number of health and lifestyle factors including age, sex, ethnic origin, blood pressure, atrial fibrillation, left ventricular hypertrophy, anti-hypertension, tobacco, cardiovascular history, weight / height ratio, cholesterol level, diabetes, alcohol, stress, cognitive decline, family and personal history of stroke and TIA, history of head trauma and myocardial infarction

Inclusion Criteria: Age ≥ 18 years. Male or Female. Recent (≤ 15 days) clinically-symptomatic ischemic or hemorrhagic stroke documented through brain imaging (CT or MRI) or a Transient Ischemic Attack with an ABCD2 score ≥ 4. Patient discharged to home after hospitalization in the stroke unit. No severe neurological handicap: modified Rankin scale ≤ 3 at inclusion. No severe cognitive impairment or dementia: MoCA ≥ 16 at inclusion. Written informed consent by the patient. Covered by French Social Insurance Exclusion Criteria: Transient Non Cerebrovascular Event. Subarachnoid hemorrhage. Dementia syndrome or other neurologic disorder and/or severe aphasia (NIHSS item 9 ≥ 2) interfering with the completion of evaluations and the utilization of EMA. Severe visual impairment interfering with the utilization of EMA. Severely impaired physical and/or mental health that, according to the investigator, may affect the participant's compliance with the study Patients with a severe substance use disorder (DSM-5 criteria) Patients under antidepressant and/or anxiolytic and/or neuroleptic and/or mood stabilizer treatment during the month preceding inclusion Participation in another protocol modifying the patient's follow-up status. Pregnancy or breastfeeding Inability to read French or to use a smartphone Individuals under legal protection or unable to express personnally their consent Individuals living in an area without 3G/4G internet coverage