Sociodemographics and clinical factors associated with depression treatment outcomes in 65,741 first-time users of selective serotonin reuptake inhibitors: A Danish cohort study in older adults.

OBJECTIVE: To investigate a wide range of sociodemographic and clinical factors associated with treatment outcomes in older adults who initiated an SSRI for depression treatment in a real-world setting. METHODS: This cohort study used Danish registry data covering all older adults (aged ≥65) who initiated SSRIs for depression from 2006 to 2017, first-time (since 1995). We followed the individuals for one year after their SSRI prescription. Six different outcomes were analyzed, including treatment discontinuation, switching, augmentation, psychiatric hospital contacts for depression, psychiatric hospital admission, and suicide attempt/self-harm. Association analyses employed Poisson regression, estimating incidence rate ratios with 95 % confidence intervals. RESULTS: The study included 65,741 individuals with a mean age of 78.23 years, and 55.6 % were females. During follow-up, 40.1 % discontinued, 4.8 % switched, 20.3 % received augmentation, 3.0 % had psychiatric hospital contacts for depression, 3.2 % had psychiatric admission, and 0.1 % had suicide attempt/self-harm records. Differential treatment outcomes were observed based on sociodemographic and clinical factors. For example, being female, residing predominantly in rural areas, having psychiatric or somatic diagnoses, and using medications acting on blood/blood-forming organs, the cardiovascular system, or musculo-skeletal systems were linked to fewer unfavorable clinical outcomes. Conversely, marital status as being single or separated and the use of nervous system drugs were associated with a higher risk of unfavorable outcomes. LIMITATIONS: Confounding by indication might remain a problem, and depression severity data was not unavailable. CONCLUSIONS: Our findings emphasize considering patient characteristics in clinical decisions, as they can influence the clinical course of those undergoing depression treatment.

Management dilemma: managing bipolar affective disorder in a patient with hereditary angioedema.

Hereditary angioedema (HAE) is a rare autosomal dominant disorder caused by the deficiency or dysfunction of C1 esterase inhibitors. We present a case of a female in her 50s with HAE and bipolar affective disorder (BPAD). She has experienced severe depressive and manic episodes with significant disruption to her life. She has also had potentially life-threatening episodes of recurrent angioedema with severe facial and body swelling and post-pharyngeal symptoms.She presented to us with a depressive episode with suicidal ideation. Her angioedema was flared by both psychological stressors and psychotropic medications. Choosing the correct mood stabiliser without triggering angioedema was a major challenge in her treatment. Also, psychosocial interventions and frequent liaison with her immunology team were necessary to provide her with optimum care in the community. Here, we discuss the challenges we faced and how we overcame them in managing this rare presentation of coexisting BPAD and HAE.

Clinician Perspectives on Palliative Care for Older Adults With Serious Mental Illnesses: A Multisite Qualitative Study.

OBJECTIVES: Approximately 5.5% of the population live with serious mental illnesses (SMI). Older adults with SMI experience a high burden of serious medical illnesses and disparities in advance care planning, symptom management, and caregiver support. The objectives of this study are to explore interdisciplinary clinician perspectives on the palliative care needs of older adults with SMI and serious medical illnesses. DESIGN, SETTING, AND PARTICIPANTS: This qualitative study utilized thematic analysis of semi-structured interviews of interdisciplinary clinicians practicing palliative care, geriatrics, or geriatric/consultation-liaison psychiatry at four hospitals within an urban health system. MEASUREMENTS: Themes related to care of older adults with serious mental illness and serious medical illness with respect to clinician experiences, challenges in care, and opportunities to improve care. RESULTS: The authors interviewed 45 clinicians. Major themes identified were: (1) Current paradigms of palliative care do not meet the needs of patients with SMI; (2) Clinicians are motivated to care for this population but require more training and interdisciplinary practice; (3) There is a need for structural integration of psychiatric and palliative care services. CONCLUSIONS: The study underscores the inadequacy of current palliative care models in meeting the unique needs of older adults with SMI. Models of integrated psychiatric and serious illness care and enhanced training are needed to improve the delivery of palliative care. Integrated care models and workforce development at the interface of serious illness care and psychiatric have the potential to improve outcomes for this vulnerable population.

From Brownian motion to virtual biopsy: a historical perspective from 40 years of diffusion MRI.

Diffusion MRI was introduced in 1985, showing how the diffusive motion of molecules, especially water, could be spatially encoded with MRI to produce images revealing the underlying structure of biologic tissues at a microscopic scale. Diffusion is one of several Intravoxel Incoherent Motions (IVIM) accessible to MRI together with blood microcirculation. Diffusion imaging first revolutionized the management of acute cerebral ischemia by allowing diagnosis at an acute stage when therapies can still work, saving the outcomes of many patients. Since then, the field of diffusion imaging has expanded to the whole body, with broad applications in both clinical and research settings, providing insights into tissue integrity, structural and functional abnormalities from the hindered diffusive movement of water molecules in tissues. Diffusion imaging is particularly used to manage many neurologic disorders and in oncology for detecting and classifying cancer lesions, as well as monitoring treatment response at an early stage. The second major impact of diffusion imaging concerns the wiring of the brain (Diffusion Tensor Imaging, DTI), allowing to obtain from the anisotropic movement of water molecules in the brain white-matter images in 3 dimensions of the brain connections making up the Connectome. DTI has opened up new avenues of clinical diagnosis and research to investigate brain diseases, neurogenesis and aging, with a rapidly extending field of application in psychiatry, revealing how mental illnesses could be seen as Connectome spacetime disorders. Adding that water diffusion is closely associated to neuronal activity, as shown from diffusion fMRI, one may consider that diffusion MRI is ideally suited to investigate both brain structure and function. This article retraces the early days and milestones of diffusion MRI which spawned over 40 years, showing how diffusion MRI emerged and expanded in the research and clinical fields, up to become a pillar of modern clinical imaging.

The Chem-Sex Inventory Scale (CSI): A Tool to Assess the Mental Health Risk of Chemsex Behaviors in Men Who Have Sex with Men.

Background: Chemsex has been defined as the deliberate use of drugs for prolonged sexual intercourse between gay and bisexual men and other men who have sex with men (MSM). Drugs associated with chemsex can trigger mental health problems such as anxiety, depression, risk of psychosis and suicidal ideation, social isolation, stigmatization, and even loss of impulse control and lack of coping strategies. Currently, the increase in illicit drugs in a sexual context is considered an outbreak of a public health emergency. Objective: The aim of this study is the construction and validation of the Chem-Sex Inventory (CSI), a new scale to assess the mental health risk of chemsex behaviors. Methods: A cross-sectional design was conducted to study 563 participants. Data were collected through an online questionnaire between January and April 2023, and the construct validity of the CSI was assessed through exploratory and confirmatory factor analysis. Results: The sample was, on average, 36 years old (SD: ±9.2). The majority of gender identity was cisgender (97.7%). A factor structure was found that can be summarized in four dimensions: emotional instability, risk of psychosis, altered body perception, and risk of suicide. The confirmatory factor analysis (CFA) presents adequate reliability values, with a Cronbach's alpha above 0.87 for all dimensions and a McDonald's omega above 0.88 with a good fit of the 42 items. Conclusions: Our study has shown that the Chem-Sex Inventory (CSI) scale has factorial validity and could be used in clinical practice and research to measure the behavioral contribution of the chemsex phenomenon in MSM.

Let's talk about recovery in mental health: an international Delphi study of experts by experience.

AIMS: The concept of recovery is featured in the strategic plans of the World Health Organization as well as in other national mental health plans; however, there have been differing interpretations of what it means. This article aims to achieve a consensus on the key aspects of recovery in mental health from the perspective of movements of users and survivors of psychiatry at an international level. Four specific objectives were proposed in this study: (1) to identify what recovery in mental health means, (2) to identify the indicators that a person is progressing in their recovery, (3) to determine the factors that facilitate the recovery process, and (4) to determine the factors that hinder the recovery process. METHODS: A three-round e-Delphi study was conducted with the participation of 101 users and survivors of psychiatry, adhering to the CREDES checklist to ensure methodological rigour. RESULTS: The results reveal 26 key aspects that define recovery, 31 indicating that a person is progressing in their recovery process, 8 that facilitate recovery and 12 that hinder recovery. The most agreed-upon statements for defining recovery highlight the importance of empowerment, leading a fulfilling life, ensuring safe-living conditions and acknowledging individuals as holders of rights. Similarly, empowerment and agency were highly agreed upon as relevant recovery indicators. Key findings underscore the significance of a supportive and respectful social environment in facilitating recovery, while coercion, discrimination and lack of support from significant others hinder recovery. CONCLUSIONS: Despite cultural differences and recovery's subjective nature, our results demonstrate that an international consensus on critical recovery aspects is attainable. Highlighting a significant shift, we emphasize the 'Transition' process to signify moving away from the biomedical model approach and advocating for collective rights. Our findings advocate for empowerment, users' rights and the move towards person-centred care that integrates social, political and economic contexts. These consensus statements lay the groundwork for future research across diverse regions and cultures, offering insights into recovery's meaning and potential for innovative approaches in diagnosis, intervention and evaluation.

"It's a fight - the whole personality of the patient to win." The development of concepts of psychosis in the Jewish Hospital in Warsaw, 1898-1943.

This study investigates the development of concepts of psychosis in the Jewish Hospital in Warsaw, within the context of social and historical processes to which the hospital was the subject and a broader scope of European concepts of psychosis. In the years 1898-1909, the first chief physician of the psychiatric ward, Adam Wizel, focused mainly on hysteria. The interest in psychoses was initiated by Maurycy Bornsztajn, who started to promote psychoanalytic ideas. The second decade of the functioning of the Jewish Hospital's psychiatric ward was marked by issues concerning the classification of psychoses. In the third decade, after Poland regained independence, psychosis became the main focus of the hospital's staff. Newly appointed psychiatrists, Gustaw Bychowski and Wladyslaw Matecki, contributed substantially to the psychoanalytic understanding of psychosis. Bornsztajn continued to develop his psychoanalytically based concept of psychosis. Wizel changed his attitude toward psychoanalysis and acknowledged the importance of Freud's discoveries. Wladyslaw Sterling contributed to the biological understanding of schizophrenia. In the last period, 1931-1943, the Jewish Hospital in Warsaw struggled with the consequences of the economic crisis in Poland, Wizel's death, and Bychowski's departure, which resulted in the reduced number of publications in the field of psychosis. Nevertheless, Bornsztajn managed to further develop his concept of somatopsychic schizophrenia and Matecki introduced the category of pseudo-neurotic schizophrenia. The psychoanalytic approach developed by Wizel, Bornsztajn, Bychowski, and Matecki was supplemented with other influences, especially phenomenology. Wizel, Bychowski, and Matecki were advocates of the psychoanalytic psychotherapy of psychotic patients.

Evaluating the Role of Objective Structured Clinical Examination as a Summative Assessment Tool in Undergraduate and Postgraduate Psychiatry Residents.

BACKGROUND: The Objective Structured Clinical Examination (OSCE) is the gold standard and universal format to assess medical students' clinical competence in a comprehensive, reliable, and valid manner. OSCE is gaining global popularity for assessing medical students in various specialties. Our country uses it in multiple disciplines, but its application in psychiatry remains limited. OSCE is a resource-demanding assessment method that can face numerous challenges. A comprehensive assessment of perceptions regarding OSCE can help identify areas that need improvement. Therefore, this study was conducted to assess the perceptions of students and examiners toward OSCE in psychiatry. AIMS AND OBJECTIVES: This study aims to evaluate the role of Objective Structured Clinical Examination as a summative assessment tool in assessing competency in undergraduate (as part of their ward leaving examinations in psychiatry) and postgraduate psychiatry residents (as part of their six-monthly assessments) and analyze the perceptions of students as well as of the faculty members regarding OSCE. METHODS: Six MD students and 49 MBBS students took the OSCE as part of their ward-level exams in psychiatry. In the presence of four faculty members of the psychiatry department, students completed their six-month summative exams. The OSCE was held at separate times for UG and PG students. UG and PG students utilized different stations (PG students had a harder level). A 10-item questionnaire was given to examiners and students at the end of the OSCE to get their opinions regarding the OSCE. Furthermore, data gathered from the faculty through an open-ended questionnaire was compiled and displayed thematically. Since the Likert scale survey generated ordinal data, the statistical analysis was conducted using the median, interquartile range (IQR), and chi-square test. The chi-square test was used to compare the variables. A P-value of less than 0.05 was deemed statistically noteworthy. RESULTS: Four faculty members and fifty-five students in all answered the questionnaire. Regarding the OSCE's characteristics, validity, reliability, and transparency, the majority of students expressed positive opinions. In a similar vein, most examiners had positive perceptions pertaining to OSCE's administration, structure, and procedures. Certain areas, such as "improved confidence in teaching clinical skills" and "improved confidence in giving students structured feedback," were also emphasized by thematic analysis of faculty members. CONCLUSION: In general, both students and examiners had extremely favorable perceptions of and embraced the OSCE. Improved faculty orientation and student preparation for the OSCE may help allay anxiety and overcome hesitation related to the exam.

Benzodiazepine receipt in adults with psychogenic non-epileptic seizures in the USA.

Background: Characterising benzodiazepine (BZD) prescribing to individuals with psychogenic non-epileptic seizures (PNES) is important for optimising PNES outcomes, but existing data is lacking. Methods: Using a nationwide administrative claims database (2016-2022), incident PNES was defined as an International classification of diseases, tenth revision, clinical modification (ICD-10-CM) diagnosis in an inpatient or outpatient healthcare encounter after a 1-year period with no documented diagnosis. We described clinical characteristics of adults with incident PNES and estimated the prevalence of outpatient BZD treatment in the baseline year and 30-day follow-up period, with secondary analyses stratifying by baseline ES, anxiety and/or insomnia diagnoses, representing common indications for BZD receipt. We used logistic regression to evaluate predictors of post-PNES BZD receipt. Results: Among 20 848 adults with incident PNES diagnosis, 33.1% and 15.1% received BZDs in the year and month prior to PNES diagnosis, respectively, and 18.1% received BZDs in the month following a PNES diagnosis; 5.4% of those without prior BZD prescriptions received BZDs after diagnosis. The median days' supply was 30 days, with clonazepam, alprazolam and lorazepam representing the most common BZDs prescribed after PNES. Most people who received BZDs in the month prior to PNES diagnosis remained on BZDs in the month after PNES diagnosis (62.9%), with similar findings in the subcohorts without ES, anxiety and/or insomnia. Baseline BZD receipt and anxiety disorders, but not baseline ES diagnoses, were strong independent predictors of post-PNES BZD receipt. Conclusions: While new BZD initiation is rare after PNES, most individuals with BZD scripts 1 month before PNES continue scripts after diagnosis.

10-year outcome trajectories of people with mental illness and their families who receive services from multidisciplinary case management and outreach teams: protocol of a multisite longitudinal study.

INTRODUCTION: Individuals with mental illness and their families often undergo their recovery process in their communities. This study explored the long-term outcome trajectories of individuals and families who received case management services provided by multidisciplinary outreach teams in a community setting. The primary objective of this study was to determine whether trajectories of subjective quality of life (QoL) related to personal recovery were linked to those clinical and societal outcomes and changes in outreach service frequency. METHODS AND ANALYSIS: The protocol of this 10-year multisite cohort study was collaboratively developed with individuals with lived experience of psychiatric disorders who had received services from participating outreach teams, and with family members in Japanese family associations. The participants in the study include patients and their key family members who receive services from 23 participating multidisciplinary outreach teams. The participant recruitment period is set from 1 October 2023 to 30 September 2025. If necessary, the recruitment period may be extended and the number of participating teams may be increased. The study will annually evaluate the following outcomes after participants' initial utilisation of services from each team: QoL related to personal recovery, personal agency, feelings of loneliness, well-being and symptom and functional assessments. The family outcomes encompass QoL, well-being, care burden and family relationships. Several meetings will be held to monitor progress and manage issues during the study. Multivariate analyses with repeated measures will be performed to investigate factors influencing changes in the patients' QoL scores as the dependent variable. ETHICS AND DISSEMINATION: The study protocol was approved by the ethical committee of the National Center of Neurology and Psychiatry (no. A2023-065). The study findings will be reported in peer-reviewed publications and presented at relevant scientific conferences. TRIAL REGISTRATION NUMBER: UMIN-CTR, No. UMIN000052275.

The psychological impact of supervised quarantine facilities for the mitigation of COVID-19: A systematic review.

BACKGROUND: Government mandated quarantine outside the home was implemented to mitigate COVID-19 in some countries. Individual studies report that this can result in psychological distress. Investigating levels of distress and associated risk factors across different settings would inform public health models of care during future pandemics. However, no previous systematic reviews have been conducted on the topic. Therefore, we systematically reviewed international research on the prevalence and risk factors of psychological distress within supervised quarantine facilities during the COVID-19 pandemic. METHODS: A systematic review of the literature was conducted using Medline, Psychological and Behavioural Sciences, Psych Info, Cochrane databases and Google Scholar from January 2020 until June 2023. Relevant quantitative studies published in English were included. RESULTS: 13 studies (pooled participants n = 4366) were included in this review. The prevalence of psychological distress varied widely across the included studies (depression 4%-63%; anxiety 4%-100%; stress 1%-68%). Associated risk factors identified were also heterogeneous between studies and facilities. CONCLUSION: In future pandemics, the benefits of infection mitigation need to be weighed against the risk of psychological distress. Models of care utilising specifically designed facilities, with greater freedoms, increased comfort and ease of access to mental health services may limit psychological distress.

Advancing Models of Care in Transplant Psychiatry: A Review and Considerations for Enhancing the Multidisciplinary Approach.

PURPOSE OF REVIEW: Psychosocial considerations in transplant candidacy evaluation, waitlist, and post-transplant period is tremendously important to overall transplant care. Integration of mental health services in multidisciplinary transplant teams improves adherence to medical regimens, enhances quality of life, and reduces the risk of post-transplant complications. RECENT FINDINGS: Despite this, psychiatrists are often under-utilized by transplant centers, with engagement typically limited to transplant candidacy evaluations or reactive consults in a traditional CL model. In this review, we aim to 1) highlight the relevance of psychiatry throughout the transplant course, 2) outline the role of a CL psychiatrist in advancing patient care and supporting multidisciplinary teams in transplant, 3) develop an understanding of CL service models in both the inpatient and ambulatory setting and 4) consider the utility of innovating current transplant psychiatry practices.

The Development of a Pediatric Catatonia Clinical Roadmap for Clinical Care at Vanderbilt University Medical Center.

BACKGROUND: Pediatric catatonia is associated with a high degree of morbidity and mortality in children. However, pediatric catatonia is highly responsive to treatment if rapidly identified and appropriate interventions are administered. To our knowledge, there are no current publications which propose a systematic approach for the management of pediatric catatonia. OBJECTIVE: The aim of our report was to create multidisciplinary clinical care roadmap for catatonia in the inpatient pediatric setting within Vanderbilt University Medical Center (VUMC). METHODS: At VUMC, we formed a team of pediatric providers from child and adolescent psychiatry, rheumatology, neurology, pediatric hospital medicine, and pediatric psychology. Our team met on a regular basis over the course of 2022-2024 to review the current literature on pediatric catatonia and develop a consensus for clinical assessment and management. RESULTS: We determined consensus recommendations from our VUMC multidisciplinary team for the following domains of pediatric catatonia inpatient clinical care: initial assessment of pediatric catatonia in the inpatient pediatric settings, medical and psychiatric work up for pediatric catatonia, the lorazepam challenge in pediatric populations, behavioral and environmental considerations, and the use of electroconvulsive therapy and alternative psychopharmacologic interventions in pediatric catatonia. CONCLUSION: Pediatric catatonia is a condition associated with a high degree of morbidity and mortality but is responsive to treatment if diagnosed and treated early. The inpatient pediatric medical setting provides a unique opportunity for identification and treatment. Our clinical care roadmap provides tools for inpatient clinicians at VUMC to identify pediatric catatonia and initiate an evidence-based approach to medical workup, management, and clinical care. This approach has the potential to significantly improve longitudinal outcomes and quality of life improvements for children at VUMC with catatonia and their families.

Precision Functional Mapping to Advance Developmental Psychiatry Research.

Many psychiatric conditions have their roots in early development. Individual differences in prenatal brain function (which is influenced by a combination of genetic risk and the prenatal environment) likely interact with individual differences in postnatal experience, resulting in substantial variation in brain functional organization and development in infancy. Neuroimaging has been a powerful tool for understanding typical and atypical brain function and holds promise for uncovering the neurodevelopmental basis of psychiatric illness; however, its clinical utility has been relatively limited thus far. A substantial challenge in this endeavor is the traditional approach of averaging brain data across groups despite individuals varying in their brain organization, which likely obscures important clinically relevant individual variation. Precision functional mapping (PFM) is a neuroimaging technique that allows the capture of individual-specific and highly reliable functional brain properties. Here, we discuss how PFM, through its focus on individuals, has provided novel insights for understanding brain organization across the life span and its promise in elucidating the neural basis of psychiatric disorders. We first summarize the extant literature on PFM in normative populations, followed by its limited utilization in studying psychiatric conditions in adults. We conclude by discussing the potential for infant PFM in advancing developmental precision psychiatry applications, given that many psychiatric disorders start during early infancy and are associated with changes in individual-specific functional neuroanatomy. By exploring the intersection of PFM, development, and psychiatric research, this article underscores the importance of individualized approaches in unraveling the complexities of brain function and improving clinical outcomes across development.

Precision functional mapping (PFM) is a neuroimaging technique that allows researchers to capture properties of brain function and organization that are specific to individuals. Here, we discuss how PFM, through its focus on individual patterns of brain activity, has provided novel insights for understanding brain organization across the life span and its promise in helping to uncover relationships between brain function and psychiatric illness beginning at birth. By exploring the intersection of PFM, development, and psychiatric research, this article underscores the importance of individualized approaches in uncovering the complexities of brain function and improving clinical outcomes across development.

Older adults make sense of their suicidal behavior: a Swedish interview study.

Introduction: The aim of this study was to explore how individuals aged 70 or older living in Sweden understood a recent suicidal act, and what changed in them and around them in the aftermath. Method: Four women and five men (age range 71-91 years) receiving care at a geriatric psychiatric outpatient clinic in a large Swedish city took part in two interviews about their most recent suicidal act. Most of the women and none of the men had engaged in prior suicidal acts. Interpretative phenomenological analysis was employed. Results: The suicidal act was explained as a response to losses (in physical and cognitive functions, social roles and relationships) that rendered previous coping strategies unviable. The participants reported being dependent on a healthcare system that they experienced as indifferent and even dismissive of their suffering. The suicidal act was described as an unplanned act of despair. Positive changes followed for participants who reported having had suicidal ideation prior to the suicidal act and had insights into its triggers. Some gained access to needed medical care; others developed greater awareness of their psychological needs and became more effective at coping. Individuals who said that they had not had suicidal thoughts prior to the suicidal act and could not explain it reported no positive change in the aftermath. The respondents' narratives indicated gendered themes. Discussion: Participants' age-related losses were in many cases exacerbated by negative interactions with health care providers, indicating that continued attention needs to be given to implicit ageism in medical professionals. The suicidal acts were described as impulsive, which was unexpected because a dominant belief is that older adult suicidal behavior is planned. One reason for the discrepancy may be that this study focused on nonfatal acts, and planned acts may be more likely to be fatal. Another reason could be shame due to suicide stigma. Alternatively, these acts were truly unplanned. The older adult suicide planning question should be addressed in larger studies across geographical and cultural settings. Future studies should also include questions about gender norms of suicidality and separately examine women's and men's data.

Making the most out of timeseries symptom data: A machine learning study on symptom predictions of internet-based CBT.

Objective: Predicting who will not benefit enough from Internet-Based Cognitive Behavioral (ICBT) Therapy early on can assist in better allocation of limited mental health care resources. Repeated measures of symptoms during treatment is the strongest predictor of outcome, and we want to investigate if methods that explicitly account for time-dependency are superior to methods that do not, with data from (a) only two pre-treatment timepoints and (b) the pre-treatment timepoints and three timepoints during initial treatment. Methods: We use 1) commonly used time-independent methods (i.e., Linear Regression and Random Forest models) and 2) time-dependent methods (i.e., multilevel model regression, mixed-effects random forest, and a Long Short-Term Memory model) to predict symptoms during treatment, including the final outcome. This is done with symptom scores from 6436 ICBT patients from regular care, using robust multiple imputation and nested cross-validation methods. Results: The models had a 14 %-12 % root mean squared error (RMSE) in predicting the post-treatment outcome, corresponding to a balanced accuracy of 67-74 %. Time-dependent models did not have higher accuracies. Using data for the initial treatment period (b) instead of only from before treatment (a) increased prediction results by 1.3 % percentage points (12 % to 10.7 %) RMSE and 6 % percentage points BACC (69 % to 75 %). Conclusion: Training prediction models on only symptom scores of the first few weeks is a promising avenue for symptom predictions in treatment, regardless of which model is used. Further research is necessary to better understand the interaction between model complexity, dataset length and width, and the prediction tasks at hand.

A hierarchical reinforcement learning model explains individual differences in attentional set shifting.

Attentional set shifting refers to the ease with which the focus of attention is directed and switched. Cognitive tasks, such as the widely used CANTAB IED, reveal great variation in set shifting ability in the general population, with notable impairments in those with psychiatric diagnoses. The attentional and learning processes underlying this cognitive ability and how they lead to the observed variation remain unknown. To directly test this, we used a modelling approach on two independent large-scale online general-population samples performing CANTAB IED, with one including additional psychiatric symptom assessment. We found a hierarchical model that learnt both feature values and dimension attention best explained the data and that compulsive symptoms were associated with slower learning and higher attentional bias to the first relevant stimulus dimension. These data showcase a new methodology to analyse data from the CANTAB IED task, as well as suggest a possible mechanistic explanation for the variation in set shifting performance, and its relationship to compulsive symptoms.

[Genetic diagnostics of mental health disorders in adulthood]. / Genetische Diagnostik bei psychischen Erkrankungen im Erwachsenenalter.

This review article provides insights into the role of genetic diagnostics in adult mental health disorders. The importance of genetic factors in the development of mental illnesses, from rare genetic syndromes to common complex genetic disorders, is described. Current clinical characteristics that may warrant a genetic diagnostic work-up are highlighted, including intellectual disability, autism spectrum disorders and severe psychiatric conditions with specific comorbidities, such as organ malformations or epilepsy. The review discusses when genetic diagnostics are recommended according to current guidelines as well as situations where they might be considered even in the absence of explicit guideline recommendations. This is followed by an overview of the procedures and the currently used diagnostic methods. Current limitations and possible developments in the field of genetic diagnostics in psychiatry are discussed, including the fact that, for many mental health conditions, genetic testing is not yet part of standard clinical practice; however, in summary genetic causes should be considered more frequently in certain clinical constellations, and genetic diagnostics and counselling should be offered where appropriate.