Most people experience grief-related symptoms after losing a loved one. Approximately 9.8% of bereaved individuals’ symptoms persist over the first year post-loss, emphasizing the importance of research in prolonged grief. The role of self-conscious emotions in prolonged grief, such as self-compassion, state shame, guilt and pride has been proposed in previous studies.

Our aim was to examine the mediating role of state shame, guilt and pride in the relationship between self-compassion and prolonged grief.

This cross-sectional study collected data via online questionnaires based on self-reports (N=177, mean age: 42.26 years [SD=12.32], 97.2% women). Demographic and loss-related variables were measured, and further instruments assessed levels of self-compassion, state shame, guilt, and pride, and prolonged grief. Correlation and mediation analyses were used.

Two significant indirect effects were shown in the mediation model. First, lower levels of self-compassion predicted higher levels of state shame, which in turn predicted elevated levels of prolonged grief. Second, higher levels of self-compassion predicted higher levels of pride, which subsequently contributed to lower levels of prolonged grief. Guilt did not have a significant mediating role.

The results highlight the possible role of elevated levels of state shame and lower levels of self-compassion and state pride in the development of prolonged grief. It is important for researchers and clinicians to be attentive to the role of self-compassion, state shame and pride in grieving.

No significant relationships.

The influence of personality on field of study choice is comparable to that of cognitive skills. Additionally, personality traits seem linked with academic motivation, and engagement. Choosing the most suitable career is also related to students’ personal well-being and work success.

To explore how personality traits are associated with the choice of university courses among Italian students.

A web-survey was spread on social networks between March and June 2020 through Google Forms. Eligibility criteria for inclusion were: 1) Being a university student between 18 and 35 years of age; 2) Attending a course in an Italian university; 3) Good comprehension of Italian language. On-line informed consent, socio-demographic, and career data were collected during the survey. Personality traits were assessed using the Big Five Inventory (BFI). We computed multinomial linear regressions to calculate potential associations between personality traits and university courses.

Lower Conscientiousness, higher Neuroticism, and higher Openness to experience are associated with the attendance of Humanities compared with students of Health faculties. Higher Neuroticism traits are associated with the attendance of a scientific course compared with Health faculties. High Conscientiousness is significantly associated with the attendance of Law-related courses compared with Health courses. Non significant differences were detected in the other domains according to the big five personality model.

Our results suggest interesting associations between personality traits and educational choices. Future research may investigate this relationship in high-school students to implement appropriate strategies for better addressing students’ educational needs and career outcomes.

No significant relationships.

Four specific forms of violence have been identified in the socialization process of children, and these are: “violent discipline and exposure to domestic abuse; violence at school; violent deaths among adolescents; and sexual violence ”. (UNICEF, 2017, p2), In this regard Redondo & Inglés (2014) affirm that it is increasingly evident the need to promote prosocial behavior models based on empathy and assertiveness in educational institutions, in order to avoid the appearance of violent demonstrations.

Analyze the levels of prosocial behavior according to sex in adolescents

A descriptive, cross-sectional study was conducted in 105 (N = 105) adolescents. A sociodemographic survey was used to investigate aspects related to the study objective and the Prosocial Behavior questionnaire by Martorell and Gonzales (1922) to measure prosocial behavior.

57.7% of the adolescents evaluated presented adequate prosocial behaviors. When examining the difference between sex, the expected values were initially verified, which indicated the feasibility of performing a student’s T; As can be seen in Table 1, the mean corresponding to the female sex was 49.62%, in contrast to a mean of 49.93% for the male sex, indicating the absence of statistically significant differences.

It was concluded that the higher the optimal levels of empathy, the lower the aggressive behavior presented by teenagers.

No significant relationships.

Benzodiazepines and non-benzodiazepines have been linked to a variety of adverse effects including addiction. Long term use of these drugs has been associated with an increased risk of suicide.

We assessed if individuals in treatment with non-benzodiazepine (n-BZD) and benzodiazepine (BZD) had higher rates of suicide when compared to individuals not in treatment with these drugs.

We utilized a cohort design and national longitudinal data on all individuals aged 10 or above who lived in Denmark between 1995 and 2018. Treatment with either n-BZD or BZD was identified via the Danish National Prescription Registry and suicide deaths were identified in the national cause of death registries.

In a total of 6,494,206 individuals, 10,862 males and 4,214 females died by suicide. Of these, 1,220 (11.2%) males and 792 (18.8%) females had been in treatment with n-BZD, resulting in adjusted IRR for suicide of 4.2 (95% CI, 4.0 – 4.5) and 3.4 (95% CI, 3.1 – 3.7) for males and females, respectively, when compared to those not in treatment. In all, 529 (4.8%) males and 395 (9.3%) females who died by suicide had been in treatment with BZD. The IRRs for suicide were 2.4 (95% CI, 2.2 – 2.6) and 2.5 (95% CI, 2.3 – 2.8) for males and females, respectively, and compared to those not in treatment.

In this study we find that those in treatment experienced higher suicide rates than those not in treatment, this persisted when also adjusting for a large variety of covariates.

No significant relationships.

Clinicians in mental healthcare have few objective tools to identify and analyse their patient’s care needs. Clinical decision aids are tools that can support this process.

This study examines whether 1) clinicians working with a clinical decision aid (TREAT) discuss more of their patient’s care needs compared to usual treatment, and 2) agree on more evidence-based treatment decisions.

Clinicians participated in consultations (n=166) with patients diagnosed with psychotic disorders from four Dutch mental healthcare institutions. Primary outcomes were measured with the modified Clinical Decision-making in Routine Care questionnaire and combined with psychiatric, physical and social wellbeing related care needs. A multilevel analysis compared discussed care needs and evidence-based treatment decisions between treatment as usual (TAU) before, TAU after and the TREAT-condition.

First, a significant increase in discussed care needs for TREAT compared to both TAU conditions (b = 20.2, SE = 5.2, p = 0.00 and b = 15.8, SE = 5.4, p = 0.01) was found. Next, a significant increase in evidence-based treatments decisions for care needs was observed for TREAT compared to both TAU conditions (b = 16.7, SE = 4.8, p = 0.00 and b = 16.0, SE = 5.1, p = 0.01).

TREAT improved the discussion about physical health issues and social wellbeing related topics. It also increased evidence-based treatment decisions for care needs which are sometimes overlooked and difficult to treat. Our findings suggest that TREAT makes sense of ROM data and improves guideline-informed care.

No significant relationships.

Identifying the factors that mediate treatment response to rTMS in MDD patients can guide clinicians to administer more appropriate, reliable, and personalized interventions.

The present study aimed to investigate sex differences in response to repetitive transcranial magnetic stimulation (rTMS) in Major Depressive Disorder (MDD) patients.

In this paper, we developed a novel pipeline based on convolutional LSTM-based deep learning (DL) to classify 25 female and 25 male subjects based on their rTMS treatment response.

Five different classification models were generated, namely pre/post-rTMS female (model 1), pre/post-rTMS male (model 2), pre-rTMS female responder vs. pre-rTMS female non-responders (model 3), pre-rTMS male responder vs. pre-rTMS male non-responder (model 4), and pre-rTMS responder vs. non-responder of both sexes (model 5), achieving 93.3%, 98%, 95.2%, 99.2%, and 96.6% overall test accuracy, respectively.

These results indicate the potential of our approach to be used as a response predictor especially regarding sex-specific antidepressant effects of rTMS in MDD patients.

No significant relationships.

Timely detection of suicidal thoughts is one of the ways to prevent suicide. Use the psychiatric interview only for this purpose in adolescents is often insufficient due to poor compliance. Thus, the search for objective neurophysiological markers of suicidal ideation in adolescents seems to be actual.

The aim of the study was to reveal the relationships between pre-treatment EEG parameters and intensity of suicidal ideation in depressive female adolescents.

72 female depressive patients (all right-handed, age 16–25, mean 18,2±2.6 years old) were enrolled in the study. Pre-treatment total HDRS-17 scores varied from 13 to 43 (mean 26,9±7.5). Multichannel eyes closed EEG was recorded, and absolute spectral power was calculated in 8 narrow frequency sub-bands. All patients answered the inventory on intensity of suicidal thoughts. Spearman’s correlations between pre-treatment EEG parameters and suicidal ideation scores were analyzed.

Scores of intensity of suicidal ideation correlated positively (p<0.05÷0.01) with values of EEG alpha2 (9-11 Hz) spectral power in F7, F8, F4, C3, C4, T4, P4 and O2 EEG leads, as well as with values of EEG delta (2-4 Hz) spectral power in F7, F3 and C3 EEG leads (p<0.05).

The intensity of suicidal ideation in depressive female adolescents associates with wide propagation of EEG alpha2, especially over the right hemisphere, and with EEG signs of decreased functional state of anterior regions of the left hemisphere. The study supported by RBRF grant No.20-013-00129a.

No significant relationships.

Despite the widespread use of long-acting injectable (LAI) antipsychotics in schizophrenia and other disorders, there is a lack of longitudinal studies evaluating prescription trends and the usefulness of therapeutic drug monitoring (TDM) to inform dosing. Indeed, LAI prescription varies greatly among different areas of the world and over the years.

Assess trends in LAI prescription in 2013-2020 at the Psychiatry Department of Bozen, Italy, and (2) analyze the correlation between dose of prescribed LAIs and blood levels measured via TDM.

Parametric statistics.

LAIs were administered to 471 patients (x̅ age±SD=47.2±16.3 years; 56.3% men). The pie chart shows LAI treatment duration, i.e., from 1 to 7 consecutive years. The most used LAIs were haloperidol in 2013-2104 (26.5-31.8%) and paliperidone in 2015-2020 (22.5-25.7%). Dose adjustments were rather frequent, whereas the switch between LAI, due to moderate-to-side effects or unsatisfactory improvement of clinical status, was infrequent (41 cases/8 years). LAI interruption for the same reasons or non-compliance was even more infrequent (10 cases), but in 8 cases it happened for opposite reasons, i.e., achievement of patients’ stabilization and good compliance. The Table shows doses and plasma levels of LAIs. Correlations between doses and plasma levels were: haloperidol: r=-0.037, p=0.620; paliperidone: r=0.290; p=0.000; risperidone: r=0.219, p=0.006; fluphenazine r=0.358, p=0.000; aripiprazole: r=-0.051, p=0.610; olanzapine: r=-0.090, p=0.634.

Haloperidol and paliperidone were the most used LAIs. Drug prescription trends and doses were stable over time. A significant positive correlation between dose and plasma level was found for paliperidone, fluphenazine, and aripiprazole.

No significant relationships.

Medical students have higher rates of depression, anxiety and suicidal ideation over the general population. The onset of these disorders can be a risk factor with unfavorable impact in both medical care and their lives during the years of clinical specialization

To assess the prevalence and factors involved in depression, anxiety and suicidal behavior in medical students of the University of Valladolid (Spain). The results are compared with a previous study conducted 5 years earlier

We used an online self-administered questionnaire that included demographic variables, academic information, sanitary data, Beck Depression Inventory (BDI), Generalized Anxiety Disorder 7 (GAD7), and MINI International Neuropsychiatric Interview for suicide. Chi-Square Test was used for categorical variables, Student`s t-test for quantitative variables and Spearman’s Coefficient to evaluate correlations between variables

362 students of all courses enrolled in Medicine at the University of Valladolid completed the survey. There were no differences between male and female students, both with high rates of moderate-severe depression (27% vs 30,4%), anxiety (42,9% vs 54,5%), and moderate-severe suicide risk (14,2% vs 10,7%). Previous study (n=584) also showed no differences between sexes but with lower rates of moderate-severe depression (14,3% vs 16,3%). 11% reported suicidal thoughts in the past month (11,6% previous study). There was a significant inverse correlation between medical career satisfaction and BDI scores

Five years later, rates of depression and suicide risk could have increased in medical students at the University of Valladolid. We urgently recommend the implementation of mental health prevention programs in this population

No significant relationships.

The psychosocial impact of infertility has been well researched and documented. However very little research has been conducted to assess the causative relationship between infertility and serious psychiatric illness such as suicide.

We conducted a cross-sectional study to investigate suicidal risk ( suicidal ideation/ suicide attempts) amongst 100 infertile women undergoing infertility treatment at an IVF Centre based in Kolkata, India. Allied parameters such as depression, anxiety, quality of life were also studied.

The goal of the presence study was to assess the suicidal risk ( suicidal ideation / attempted suicide ) amongst infertile women undergoing infertility/ ART treatment. And to examine the possible etiological factors behind increased levels of suicidal risk amongst infertile women.

Mini International Neuropsychiatric Interview was administered to 100 female patient’s undergoing IVF treatment and 100 control patient’s , visiting an IVF Centre based in Kolkata. Chi square test, independent t test and Z test used for statistical analysis.

According to the results obtained by assessment of MINI scale , the prevalence of major depressive disorder (50 % ) followed by Dysthymia (25%) was documented among infertile group while suicidality at 15% were significantly higher than other disorder (Z = 3.80, p> .001). No such cases of suicidality or Dysthymia was found among patients of control group. (fertile group).

Routine screening of suicidal risk and depression should be conducted for all patients undergoing IVF treatment. Infertility specialists should recognize psychiatric morbidity amongst infertile patients for subsequent referral and treatment.

No significant relationships.

Attention-deficit/hyperactivity disorder (ADHD) is a neurodevelopmental disorder characterized by symptoms including inattention, hyperactivity and/or impulsivity that commonly persists into adulthood. Suicide is a major cause of death in adult ADHD (aADHD) patients. Suicidality is higher in these patients, in possible relationship to various clinical and socio-demographic factors.

To review the current literature concerning potential risk factors for suicide in aADHD patients.

A research was made using the Medline database through the Pubmed search engine, with the following keywords: “adhd”, “suicide”, “risk factors”.

Comorbid psychiatric disorders (major depressive disorder, sleep disturbances, behavior disorders and addictive disorders) are powerful predictors of suicidal behavior in aADHD. Depression is the most frequent diagnosis among aADHD patients with previous suicide attempts. Subtype (mostly the combined type) and severity of ADHD were also associated with a higher number of prior suicide attempts. Impulsiveness, poor emotional self-regulation, recklessness, persistent hyperactivity, inability to relax, engagement in risk behavior (often found in ADHD), common personality traits in aADHD like low frustration tolerance, maladaptive coping and poor problem-solving, as well as interpersonal relationship problems, were associated with higher suicidality. Financial distress caused by unemployment is associated with higher suicidal behaviors. The suicidality is higher in females, mostly associated to self-concept, whereas in males is typically related to impulsivity.

Clinicians should be aware of the potential risk factors for suicide in aADHD patients because the early detection of these factors is fundamental to improve the patients’ quality of life and could contribute to the design of more effective treatments.

No significant relationships.

Both theoretical conceptualizations (M.&E. Laufers, E. Furman, J. Maltsberger, etc. ) and empirical studies (I. Orbach) suggest an important role body image plays in the dynamics of adolescent suicidal attempts.

To study the relationships between body image vulnerability and attachment attitudes concerning early care and current relationships.

Participants were 100 adolescents with suicidal behavior (46 with suicidal ideation only, 54 with suicide attempts) compared to 100 controls (12-17 years). Body attitudes were assessed with Body Investment Scale (BIS), perceived early care was assessed by Parental Bonding Inventory (PBI), current attachments experiences were assessed with Attachment Style Questionnaire (ASQ).

Adolescents with suicidal manifestations scored significantly lower on BIS Body Care (p<.001) , but higher on Comfort with Touch scales (p=.05). They did not differ significantly on Body Image and Body Protection scales. With regard to perceived early care, suicidal adolescents did score lower on all Care and Control PBI scales, in both paternal and maternal forms. For current attachments suicidal adolescents scored lower on Confidence (p<.001) and higher on Approval Need (p<0.05) ASQ scales. Correlation analysis suggests, for both groups, stronger relationships of body attitude dimensions to current relationships than to perceived parental care, the former being more marked in clinical group, with Body Image scale being related to all ASQ scales ranging from r=-.32 to r=-.63.

In current study only weaker tendency to care for body in suicidal adolescents was noted. However, in suicidal group the relationship between body image vulnerability and negative experiences of current attachments was stronger.

No significant relationships.

Anxiety disorders are leading contributors to the global disease burden, highly prevalent across the lifespan, and associated with substantially increased morbidity and early mortality.

The aim of this study was to examine age-related changes across a wide range of physiological measures in middle-aged and older adults with a lifetime history of anxiety disorders compared to healthy controls.

The UK Biobank study recruited >500,000 adults, aged 37-73, between 2006-2010. We used generalised additive models to estimate non-linear associations between age and hand-grip strength, cardiovascular function, body composition, lung function and heel bone mineral density in cases vs. controls.

The main dataset included 332,078 adults (mean age = 56.37 years; 52.65% females). In both sexes, individuals with anxiety disorders had lower hand-grip strength and blood pressure than healthy controls, while their pulse rate and body composition measures were higher. Case-control differences were larger when considering individuals with chronic and/or severe anxiety disorders, and differences in body composition were modulated by depression comorbidity status. Differences in age-related physiological changes between female anxiety disorder cases and healthy controls were most evident for blood pressure, pulse rate and body composition, while in males for hand-grip strength, blood pressure and body composition. Most differences in physiological measures between cases and controls tended to decrease with age increase.

Individuals with a lifetime history of anxiety disorders differed from healthy controls across multiple physiological measures, with some evidence of case-control differences by age. The differences observed varied by chronicity/severity and depression comorbidity.

JM receives studentship funding from the Biotechnology and Biological Sciences Research Council (BBSRC) and Eli Lilly and Company Limited. CML is a member of the Scientific Advisory Board of Myriad Neuroscience. CF and THH declare no relevant conflict of

Generalized anxiety disorder (GAD) and Obsessive compulsive disorder (OCD) are common psychiatric disorders. Researchers studying the pathophysiology of these two disorders evaluated the effect of metacognition. However, there is no research examining the metacognition differences of these two psychiatric conditions.

This study was performed to compare the metacognitions in OCD, GAD and healthy controls.

The sample of this study consisted of 158 GAD and 137 OCD patients aged 18-65 years who presented to outpatient psychiatry clinic and applied to the health committee 168 healthy controls without psychopathology. Sociodemographic data form, Meta-Cognitions Questionnaire-30 scale(MCQ-30), Beck Depression Inventory(BDI) and Beck Anxiety Inventory(BAI) were applied to the volunteer participants who met the criteria for participation in the study. The data obtained were evaluated statistically and subjected to statistical analysis.

The mean age was 31.89 ± 10.86 years and was 60.5% (n = 208) women. There was statistical difference between marital status, occupation and income(p <0.05). In addition, there was a statistically significant difference between MCQ-30 total and subscales, BDI and BAI (p <0.001). According to the comparison of OCD and GAD patients, ’positive belief’, MCQ-30 total and BAI scores were found to be statistically different (p <0.05), ’Uncontrollability and danger’, ’Cognitive Confidence’, ’Beliefs about The Need to Control Thoughts’, ’Cognitive Self-Consciousness’, BDI there was no statistical difference between them (p> 0.05).

Our results are contributing to the understanding of the uncertainty of development and maintenance of OCD and GAD. Additionally, metacognitions could be important for the diagnosis and treatment of OCD and GAD.

No significant relationships.

Theory of Mind is defined as the ability to understand mental states of other people, and is notoriously impaired in patients with Autism Spectrum Disorder. A growing body of evidence suggests an impairment of Theory of Mind in several other psychopathological disorders. However, only few studies have assessed Theory of Mind in patients with Anxiety Disorders (AD), addressing only patients with Social Anxiety Disorder.

We aimed to investigate the differences in Theory of Mind between patients with AD and Healthy Controls (HC).

We enrolled 35 patients admitted in the Psychiatric Unit of Careggi with diagnosis of AD and 31 HC. We administered them: Zung Anxiety Scale (ZSAS), Empathy Quotient (EQ), Reading the Mind in the Eyes (RMET), and Faux Pas test (FP). A t-test for independent samples was performed to assess between-group differences.

Zung total scores proved to be significantly higher in patients (t(60)=4.375, p<0.001), while Empathy Quotient total scores (t(61)=-3.325, p=0.002), detection of faux pas in Faux Pas test (t(61)=-4.957, p<0.001), RMET total scores (t(63)=-2.269, p=0.031) were significantly higher in healthy controls.

Such preliminary data suggest impairment of Theory of Mind and Empathy in patients with AD as compared to HC. This could be linked to the development and maintenance of anxiety symptoms in patients with AD, making Theory of Mind a potential target in psychotherapy of AD.

No significant relationships.

Generalized anxiety disorder (GAD) is associated with reduced attention, inhibition, decrease of processing speed. The impact of a new peptide antagonist of central cholecystokinin-1 receptors (GB-115) on cognitive processes in patients with GAD is reported.

To research the cognitive effects of GB-115 in patients with GAD.

25 patients with GAD in ICD-10 (mean age 35,76±8,55 years) treated with GB-115 in clinically relevant dose (6 mg/d) were enrolled to the study. The evaluation of cognitive functions was conducted at background, Day 3, Day 7, Day 14 and Day 21. The laboratory test toolkit included reaction time test, Shulte-Platonov tables, attention tests (using hardware and software complex “NeuroSoft-PsychoTest”). Statistical significance was ascertained by Wilcoxon signed-rank test.

Speed of reaction time increased on the Day 7 (418,17±61,49 msec, p≤0,01), the Day 14 (422,25±70,69 msec, p≤0,01) and the Day 21 of treatment (406,5±52,79 msec, p≤0,01) in comparison with background (449,19±64,91). Attention parameters improved on the Day 3 (305,95±45,31 msec, p≤0,05) and the Day 21 of treatment (300,14±47,74 msec, p≤0,05) in comparison with the background (316,41±42,35 msec). Decrease of time in performance of tables of Shulte-Platonov was also observed on the Day 7 (59,40±13,71 sec, p≤0,01), the Day 14 (57,88±12,82 sec, p≤0,01) and the Day 21 (53,40±13,19 sec, p≤0,01) in comparison with the background (68,84±16,78 sec).

GB-115 revealed cognitive effects such as an increase of processing speed and improvement of different aspects of attention (attentional resource allocation, attention span and switching) after the Day 7 of treatment.

No significant relationships.

Mental symptoms are the first manifestations of hyperthyroidism. They include anxiety, dysphoria, irritability, emotional lability, sleep disorders, intellectual dysfunction, mania or depression. Anxiety is the main symptom and requires more detailed study.

The objective was to determine symptomatology of anxiety in patients with hyperthyroidism and compare with euthyroid patients.

The study included 56 patients with hyperthyroidism (high free T3 and free T4, suppressed TSH) and 32 euthyroid patients (normal free T3, free T4 and TSH) of the control group. For psychiatric assessment State-Trait Anxiety Inventory [STAI], Hamilton Depression Rating Scale [HAM-D], and Hamilton Anxiety Rating Scale [HAM-A] were used.

Total scores obtained from STAI, HAM-D and HAM-A were significantly greater in the hyperthyroidism group than that of the euthyroid group (p<0.05). The level of state anxiety in patients with hyperthyroidism was 51.39 ± 0.95 (high level) compared with 41.59 ± 2.41 (moderate level) in the control group. The level of trait anxiety in patients with hyperthyroidism was 46.86 ± 0.69 (high level), and 44.16 ± 2.17 (moderate level) in the control group. Psychomotor agitation (HAM-D # 9), psychic anxiety (HAM-D # 10), insomnia (HAM-A # 4) and weight loss (HAM-D # 16) were typical for patients with hyperthyroidism, while in the control group predominate the feelings of fatigue, weakness and loss of interest in working (HAM-D # 7).

The prevalence of anxiety in patients with hyperthyroidism is significantly more frequent compared to euthyroid patients. Anxiety and other psychiatric symptoms should be considered by both endocrinologists and psychiatrists.

No significant relationships.

Depression and anxiety disorders are among the most prevalent forms of mental illness, with antidepressants frequently used to treat them. Unfortunately, prescription of antidepressant medication is often inexact and relies on a long trial-and-error process.

Using machine Learning (ML) algorithms on readily obtainable clinical and demographic data of individuals diagnosed with depression with anxiety symptoms, we hypothesized that we will be able to derive models which will enable a more accurate treatment selection, focusing on relief from anxiety symptoms.

Patients’ data from the Sequenced Treatment Alternatives to Relieve Depression (START*D) were filtered to include only those who have considerable anxiety symptoms. We then analyzed these patients’ response patterns, focusing on their anxious symptomology. Then, feature selection algorithms were applied to select the most predictive features for anxiety relief. Finally, we trained three ML models for three antidepressants: citalopram, sertraline and venlafaxine, using a training set of participants, and validated them on naïve validation and test datasets. These ML models were then compiled to create a predictive algorithm.

Validating the algorithm on the validation and test sets, our algorithm achieved a balanced accuracy of 64.8% (p<0.001), 79.2% (p<0.001) and 78.03% (p<0.001) for citalopram, sertraline and venlafaxine, respectively.

Our findings support applying ML to accumulating data to achieve an improvement in the treatment of mood disorders. The algorithm we developed may be used as a tool to aid in the choice of antidepressant medication, specifically for depressed patients who exhibit prominent anxiety symptoms.

Dekel Taliaz is the founder and CEO of Taliaz and reports stock ownership in Taliaz. Amit Spinrad and Roni Zoller serve as data scientists in Taliaz.

Psychological interventions including group analysis (Leichsenring et al., 2015, Beutel et al., 2008) are effective with patients having somatoform disorders.

To reveal differences in dynamics of pathological bodily sensations, quality of life, illness representation in patients with somatoform disorders undergoing group analysis and psychoeducation program.

100 patients with somatoform disorders (undifferentiated somatoform disorder – 42, somatization disorder – 10, somatoform autonomic disfunction – 36, persistent somatoform pain disorder and other SD – 12) were randomly assigned randomized to psychoeducation intervention and to the group analysis psychotherapy. Before and after treatment they filled Screening for somatoforms symptoms (Rief, Hiller, 2003), Illness Perception Questionnaire - Revised (Moss-Morris et al., 2002), Cognitions About Body And Health Questionnaire (Rief et al., 1998), Scale for the Assessment of Illness Behaviour (Rief et al., 2003), Quality of Life Enjoyment and Satisfaction Questionnairie-18 (Ritsner et al., 2005).

In both conditions decrease in complaints was the most in patients with undifferentiated somatoform disorder and the least in somatoform autonomic disfunction (F=6.19, p<.01, η²=.17). In patients with somatization disorder there was the most increase in quality of life in leisure time, beliefs about intolerance to bodily sensations, rechecking the diagnosis (F=3.32-4.87, p<.05, η²=.10-.14). Decrease in beliefs about bodily weakness, illness consequences was the most prominent in patients with somatization disorder undergoing group therapy (F=2.90-4.46, p<.05, η²=.09-.13).

Patients with undifferentiated somatoform disorder demonstrate most clinical improvement in interventions while patients with somatization disorder – the most psychological improvement. Research is supported by the Russian Foundation for Basic Research, project No. 20-013-00799.

Research is supported by the Russian Foundation for Basic Research, project No. 20-013-00799.

The impact of psychiatric patients on their primary caregivers is important. Outcome of different psychiatric disorders may also depends open the mental health of their caregivers. Therefore assessment of the prevalence and severity of Anxiety and depressive disorders may help to improve the wellbeing the caregivers as well as their sufferers.

To assess the prevalence and severity of Anxiety and Depression among primary caregivers of psychiatric outpatients. To correlate the psychiatric diagnosis according to ICD-10, of the patients with their caregivers anxiety and depression.

The study was carried out in private Psychiatric Hospital with primary caregivers of psychiatric outpatients. One hundred and eighty consecutive and consenting participants were selected. Besides, applying semi-structured preform, designed for this purpose, anxiety and depression levels of these individuals were assessed using the locally validated version of HOSPITAL ANXIETY AND DEPRESSION SCALE (HADS). For the diagnostic categorization ICD-10 of WHO was used. Data was tabulated and analyzed using SPPS 17 version.

Among the 180 caregivers, between the age range of 18 to 92 years, 44% were found to be suffering from anxiety, and 68.56% were suffering from depressive disorders. Anxiety and Depression (combined) existed among 74.85% of the caregivers of psychiatric outpatients. Frequency of depressive disorder was found higher among the brothers (19.08%) as caregivers, followed by mother (18.32%), relatives (16.03%), and in spouses (15.26%).

Caregivers of psychiatric patients, especially females, are more vulnerable to anxiety and depression irrespective of the type of their patients’ illness.

No significant relationships.