Thomas Grochtdreis, Hans-Helmut König, Falk Leichsenring, Manfred E Beutel, Lila Feix, Harald Gündel, Andrea Hermann, Melissa Hitzler, Christine Knaevelsrud, Iris-Tatjana Kolassa, Johannes Kruse, Helen Niemeyer, Fatima Nöske, Simone Salzer, Karoline Sophie Sauer, Patrick Schuster, Christiane Steinert, Kerstin Weidner, Jörn von Wietersheim, Jürgen Hoyer, Judith Dams
Background: Childhood maltreatment (CM) significantly increases the risk of developing post-traumatic stress disorder (PTSD) for which the prevalence in Europe is higher than initially assumed. While the high economic burden of PTSD is well-documented, little is known about the health care cost differences between individuals with PTSD-CM and those without PTSD in Germany. This study aimed to determine the excess health care and absenteeism costs associated with PTSD-CM in Germany.
Methods: Baseline data from a multi-center randomized controlled trial on individuals with PTSD-CM (n = 361) were combined with data from individuals without PTSD (n = 4760). Entropy balancing was used to balance the data sets with regard to sociodemographic characteristics. Six-month excess health care costs from a societal perspective were calculated for 2022, using two-part models with logit specification for the first part and a generalized linear model for the second part.
Results: The total six-month excess costs associated with PTSD-CM were €8864 (95% CI: €6855 to €10,873) per person. Of this, the excess health care costs accounted for €4647 (95% CI €3296 to €5997) and the excess costs of absenteeism for €4217 (95% CI: €3121 to €5314). Individuals with mild to moderate PTSD symptoms incurred total excess costs of €6038 (95% CI: €3879 to €8197), while those with severe to extreme symptoms faced €11,433 (95% CI: €8220 to €14,646).
Conclusions: Excess health care and absenteeism costs associated with PTSD-CM were substantial, with absenteeism accounting for roughly half of the total excess costs.
{"title":"Excess costs of post-traumatic stress disorder related to child maltreatment in Germany.","authors":"Thomas Grochtdreis, Hans-Helmut König, Falk Leichsenring, Manfred E Beutel, Lila Feix, Harald Gündel, Andrea Hermann, Melissa Hitzler, Christine Knaevelsrud, Iris-Tatjana Kolassa, Johannes Kruse, Helen Niemeyer, Fatima Nöske, Simone Salzer, Karoline Sophie Sauer, Patrick Schuster, Christiane Steinert, Kerstin Weidner, Jörn von Wietersheim, Jürgen Hoyer, Judith Dams","doi":"10.1192/j.eurpsy.2025.6","DOIUrl":"10.1192/j.eurpsy.2025.6","url":null,"abstract":"<p><strong>Background: </strong>Childhood maltreatment (CM) significantly increases the risk of developing post-traumatic stress disorder (PTSD) for which the prevalence in Europe is higher than initially assumed. While the high economic burden of PTSD is well-documented, little is known about the health care cost differences between individuals with PTSD-CM and those without PTSD in Germany. This study aimed to determine the excess health care and absenteeism costs associated with PTSD-CM in Germany.</p><p><strong>Methods: </strong>Baseline data from a multi-center randomized controlled trial on individuals with PTSD-CM (n = 361) were combined with data from individuals without PTSD (n = 4760). Entropy balancing was used to balance the data sets with regard to sociodemographic characteristics. Six-month excess health care costs from a societal perspective were calculated for 2022, using two-part models with logit specification for the first part and a generalized linear model for the second part.</p><p><strong>Results: </strong>The total six-month excess costs associated with PTSD-CM were €8864 (95% CI: €6855 to €10,873) per person. Of this, the excess health care costs accounted for €4647 (95% CI €3296 to €5997) and the excess costs of absenteeism for €4217 (95% CI: €3121 to €5314). Individuals with mild to moderate PTSD symptoms incurred total excess costs of €6038 (95% CI: €3879 to €8197), while those with severe to extreme symptoms faced €11,433 (95% CI: €8220 to €14,646).</p><p><strong>Conclusions: </strong>Excess health care and absenteeism costs associated with PTSD-CM were substantial, with absenteeism accounting for roughly half of the total excess costs.</p>","PeriodicalId":12155,"journal":{"name":"European Psychiatry","volume":" ","pages":"e24"},"PeriodicalIF":7.2,"publicationDate":"2025-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11822998/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143002821","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-01-22DOI: 10.1192/j.eurpsy.2024.1812
Giulia Rinaldi, Stefan Lerch, Frauke Schultze-Lutter, Stefanie Julia Schmidt, Marialuisa Cavelti, Michael Kaess, Chantal Michel
Background: Beyond psychosis prediction, clinical high-risk (CHR-P) symptoms show clinical relevance by their association with functional impairments and psychopathology, including personality pathology. Impaired personality functioning is prioritized in recent dimensional personality disorder models (DSM-5, ICD-11), yet underexplored in CHR-P, as are associations with cognitive biases, which early studies indicate as possibly linking CHR-P-symptoms and personality pathology.
Methods: A community sample (N = 444, 17-60 years, 61.8% female) was assessed via clinical telephone interview and online questionnaires. Using zero-inflated Poisson models, we explored associations of personality functioning, cognitive biases, current psychopathology, and psychosocial functioning with likelihood and severity of overall CHR-P, as well as perceptive (per-) and non-perceptive (nonper-)CHR-P-symptoms distinctly.
Results: Higher nonper-CHR-P-symptom likelihood was associated with more impaired personality functioning and psychosocial functioning, while more severe cognitive biases were associated with higher CHR-P- and per-CHR-P-symptom likelihood, alongside higher CHR-P- and nonper-CHR-P-symptom severity. Further, more axis-I diagnoses were linked to higher CHR-P-, per-CHR-P-, and nonper-CHR-P-symptom likelihood, and younger age to higher CHR-P- and per-CHR-P-symptom severity, with CHR-P-symptom severity appearing higher in females. In an exploratory analysis, personality functioning elements identity and self-direction, and cognitive biases dichotomous thinking, emotional reasoning, and catastrophizing, respectively, showed multifaceted associations with nonper-CHR-P-symptom likelihood and overall CHR-P-symptom expression.
Conclusions: Our study supports the association of CHR-P-symptoms with multiple mental health factors. Findings suggest intricate associations between personality functioning impairments and cognitive biases with CHR-P-symptom expression in non-help-seeking populations, possibly contributing to different per-CHR-P- and nonper-CHR-P-symptom expression patterns. Therefore, they should be targeted in future longitudinal studies, aiming at better understanding CHR-P-manifestations to inform preventive intervention.
{"title":"Investigating the associations between personality functioning, cognitive biases, and (non-)perceptive clinical high-risk symptoms of psychosis in the community.","authors":"Giulia Rinaldi, Stefan Lerch, Frauke Schultze-Lutter, Stefanie Julia Schmidt, Marialuisa Cavelti, Michael Kaess, Chantal Michel","doi":"10.1192/j.eurpsy.2024.1812","DOIUrl":"10.1192/j.eurpsy.2024.1812","url":null,"abstract":"<p><strong>Background: </strong>Beyond psychosis prediction, clinical high-risk (CHR-P) symptoms show clinical relevance by their association with functional impairments and psychopathology, including personality pathology. Impaired personality functioning is prioritized in recent dimensional personality disorder models (DSM-5, ICD-11), yet underexplored in CHR-P, as are associations with cognitive biases, which early studies indicate as possibly linking CHR-P-symptoms and personality pathology.</p><p><strong>Methods: </strong>A community sample (<i>N =</i> 444, 17-60 years, 61.8% female) was assessed via clinical telephone interview and online questionnaires. Using zero-inflated Poisson models, we explored associations of personality functioning, cognitive biases, current psychopathology, and psychosocial functioning with likelihood and severity of overall CHR-P, as well as perceptive (per-) and non-perceptive (nonper-)CHR-P-symptoms distinctly.</p><p><strong>Results: </strong>Higher nonper-CHR-P-symptom likelihood was associated with more impaired personality functioning and psychosocial functioning, while more severe cognitive biases were associated with higher CHR-P- and per-CHR-P-symptom likelihood, alongside higher CHR-P- and nonper-CHR-P-symptom severity. Further, more axis-I diagnoses were linked to higher CHR-P-, per-CHR-P-, and nonper-CHR-P-symptom likelihood, and younger age to higher CHR-P- and per-CHR-P-symptom severity, with CHR-P-symptom severity appearing higher in females. In an exploratory analysis, personality functioning elements identity and self-direction, and cognitive biases dichotomous thinking, emotional reasoning, and catastrophizing, respectively, showed multifaceted associations with nonper-CHR-P-symptom likelihood and overall CHR-P-symptom expression.</p><p><strong>Conclusions: </strong>Our study supports the association of CHR-P-symptoms with multiple mental health factors. Findings suggest intricate associations between personality functioning impairments and cognitive biases with CHR-P-symptom expression in non-help-seeking populations, possibly contributing to different per-CHR-P- and nonper-CHR-P-symptom expression patterns. Therefore, they should be targeted in future longitudinal studies, aiming at better understanding CHR-P-manifestations to inform preventive intervention.</p>","PeriodicalId":12155,"journal":{"name":"European Psychiatry","volume":"68 1","pages":"e13"},"PeriodicalIF":7.2,"publicationDate":"2025-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11822964/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143002827","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jakob Manthey, Kilian Huß, Sven Buth, Ludwig Kraus, Anna Schranz, Carolin Kilian, Jürgen Gallinat, Ingo Schäfer, Bernd Schulte
Background: A variety of treatment options for people with alcohol use disorder (AUD) exist. Surveys estimate that 1 in 10 people with AUD utilise treatment, but real-world treatment pathways remain covert. This data-linkage study seeks to characterise treatment utilisation patterns to identify gaps in treatment access and delivery in Germany.
Methods: Linking individual-level data from three sources (statutory health insurance, pension funds, outpatient addiction care services) identified seven alcohol-related treatment types delivered in outpatient (brief psychiatric consultation; formal psychotherapy; pharmacotherapy; low-threshold counselling), inpatient (standard, somatic inpatient treatment; intensive inpatient treatment with somatic and psychosocial care), or either of the two settings (long-term rehabilitation treatment) during 2016-2021. For patients with a new AUD diagnosis (ICD-10: F10.1-9), treatment utilisation over 24 months was recorded and patterns were identified using latent class analyses.
Results: Of n = 9,491 patients with a new AUD diagnosis, 30% utilised at least one alcohol-related treatment type. Treatment utilisation was associated with younger age, female sex, unemployment, German nationality, and lower physical comorbidity. Among treatment entrants, nearly half received only brief psychiatric consultation. A similar share of patients utilised standard or intensive inpatient treatment; the latter occasionally followed by rehabilitation treatment. Formal psychotherapy, low-threshold counselling, and pharmacotherapy were rarely utilised and were mostly used in conjunction with other treatments.
Conclusions: The real-world utilisation of alcohol-related treatments contrasts with existing guidelines, as most patients with diagnosed AUD do not receive adequate care. Structural and social barriers should be minimised to ensure healthcare provision for those affected.
{"title":"Utilisation of alcohol-related treatment after a first alcohol use disorder diagnosis in Hamburg, Germany.","authors":"Jakob Manthey, Kilian Huß, Sven Buth, Ludwig Kraus, Anna Schranz, Carolin Kilian, Jürgen Gallinat, Ingo Schäfer, Bernd Schulte","doi":"10.1192/j.eurpsy.2025.8","DOIUrl":"10.1192/j.eurpsy.2025.8","url":null,"abstract":"<p><strong>Background: </strong>A variety of treatment options for people with alcohol use disorder (AUD) exist. Surveys estimate that 1 in 10 people with AUD utilise treatment, but real-world treatment pathways remain covert. This data-linkage study seeks to characterise treatment utilisation patterns to identify gaps in treatment access and delivery in Germany.</p><p><strong>Methods: </strong>Linking individual-level data from three sources (statutory health insurance, pension funds, outpatient addiction care services) identified seven alcohol-related treatment types delivered in outpatient (brief psychiatric consultation; formal psychotherapy; pharmacotherapy; low-threshold counselling), inpatient (standard, somatic inpatient treatment; intensive inpatient treatment with somatic and psychosocial care), or either of the two settings (long-term rehabilitation treatment) during 2016-2021. For patients with a new AUD diagnosis (ICD-10: F10.1-9), treatment utilisation over 24 months was recorded and patterns were identified using latent class analyses.</p><p><strong>Results: </strong>Of <i>n</i> = 9,491 patients with a new AUD diagnosis, 30% utilised at least one alcohol-related treatment type. Treatment utilisation was associated with younger age, female sex, unemployment, German nationality, and lower physical comorbidity. Among treatment entrants, nearly half received only brief psychiatric consultation. A similar share of patients utilised standard or intensive inpatient treatment; the latter occasionally followed by rehabilitation treatment. Formal psychotherapy, low-threshold counselling, and pharmacotherapy were rarely utilised and were mostly used in conjunction with other treatments.</p><p><strong>Conclusions: </strong>The real-world utilisation of alcohol-related treatments contrasts with existing guidelines, as most patients with diagnosed AUD do not receive adequate care. Structural and social barriers should be minimised to ensure healthcare provision for those affected.</p>","PeriodicalId":12155,"journal":{"name":"European Psychiatry","volume":" ","pages":"e21"},"PeriodicalIF":7.2,"publicationDate":"2025-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11822993/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143002825","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Cheryl R Z See, Annabel X Tan, Lucia R Valmaggia, Matthew J Kempton
Background: Recent stressful life events (SLEs) are an established risk factor for a range of psychiatric disorders. Animal studies have shown evidence of gray matter (GM) reductions associated with stress, and previous work has found similar associations in humans. However longitudinal studies investigating the association between stress and changes in brain structure are limited.
Methods: The current study uses longitudinal data from the UK Biobank and comprises 4,543 participants with structural neuroimaging and recent SLE data (mean age = 61.5 years). We analyzed the association between recent SLEs and changes in brain structure, determined using the longitudinal FreeSurfer pipeline, focusing on total GM volume and five a priori brain regions: the hippocampus, amygdala, anterior cingulate cortex, orbitofrontal cortex, and insula. We also examined if depression and childhood adversity moderated the relationship between SLEs and brain structure.
Results: Individuals who had experienced recent SLEs exhibited a slower rate of hippocampal decrease over time compared to individuals who did not report any SLEs. Individuals with depression exhibited smaller GM volumes when exposed to recent SLEs. There was no effect of childhood adversity on the relationship between SLEs and brain structure.
Conclusions: Our findings suggest recent SLEs are not directly associated with an accelerated decline in brain volumes in a population sample of older adults, but instead may alter brain structure via affective disorder psychopathology. Further work is needed to investigate the effects of stress in younger populations who may be more vulnerable to stress-induced changes, and may yet pinpoint brain regions linked to stress-related disorders.
{"title":"The association between recent stressful life events and brain structure: a UK Biobank longitudinal MRI study.","authors":"Cheryl R Z See, Annabel X Tan, Lucia R Valmaggia, Matthew J Kempton","doi":"10.1192/j.eurpsy.2025.2","DOIUrl":"10.1192/j.eurpsy.2025.2","url":null,"abstract":"<p><strong>Background: </strong>Recent stressful life events (SLEs) are an established risk factor for a range of psychiatric disorders. Animal studies have shown evidence of gray matter (GM) reductions associated with stress, and previous work has found similar associations in humans. However longitudinal studies investigating the association between stress and changes in brain structure are limited.</p><p><strong>Methods: </strong>The current study uses longitudinal data from the UK Biobank and comprises 4,543 participants with structural neuroimaging and recent SLE data (mean age = 61.5 years). We analyzed the association between recent SLEs and changes in brain structure, determined using the longitudinal FreeSurfer pipeline, focusing on total GM volume and five a priori brain regions: the hippocampus, amygdala, anterior cingulate cortex, orbitofrontal cortex, and insula. We also examined if depression and childhood adversity moderated the relationship between SLEs and brain structure.</p><p><strong>Results: </strong>Individuals who had experienced recent SLEs exhibited a slower rate of hippocampal decrease over time compared to individuals who did not report any SLEs. Individuals with depression exhibited smaller GM volumes when exposed to recent SLEs. There was no effect of childhood adversity on the relationship between SLEs and brain structure.</p><p><strong>Conclusions: </strong>Our findings suggest recent SLEs are not directly associated with an accelerated decline in brain volumes in a population sample of older adults, but instead may alter brain structure via affective disorder psychopathology. Further work is needed to investigate the effects of stress in younger populations who may be more vulnerable to stress-induced changes, and may yet pinpoint brain regions linked to stress-related disorders.</p>","PeriodicalId":12155,"journal":{"name":"European Psychiatry","volume":" ","pages":"e18"},"PeriodicalIF":7.2,"publicationDate":"2025-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11822962/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143002823","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-01-21DOI: 10.1192/j.eurpsy.2024.1781
Mette Reilev, Jens-Jakob Kjer Møller, Elsebeth Stenager, Erik Christiansen
Background: Many psychiatric and somatic comorbidities increase the risk of suicidal behavior, but the effect of co-existing comorbidities is sparsely elucidated. We described co-existence of psychiatric and somatic comorbidities and the influence of the combined comorbidity burden on the risk of suicidal behavior.
Methods: We defined two case populations above 10 years in the Danish health registries: those who 1) died by suicide (2010-2020) and 2) had an incident suicide attempt (2010-2021). Co-existing somatic and psychiatric comorbidities and relative odds of suicidal behavior at increasing comorbidity burden were assessed.
Results: Among 5.9 million Danish citizens (2021), 6,257 individuals died by suicide whereas 30,570 had an incident suicide attempt. More than half had ≥2 co-existing psychiatric and/or somatic comorbidities. Of those who died by suicide, 18% had co-existing mood disorders and stress disorders, while 5% had both mood disorders and cancer. An 88-fold increase of odds for attempting suicide and a 35-fold increase of odds for suicide were observed among those with the highest combined burden of somatic and psychiatric comorbidities relative to those without. The presence of somatic comorbidities seemed to protect against suicide in older individuals.
Conclusions: Psychiatric and somatic comorbidities commonly co-exist in individuals with suicidal behavior. Higher combined burden of psychiatric and somatic comorbidities increased the odds of suicidal behavior, though the presence of somatic diseases had a potential protective effect on the risk of suicide in older individuals. This warrants collaboration and enhanced awareness of suicidal behavior risks across somatic and psychiatric departments.
{"title":"Burden of psychiatric and somatic comorbidities in individuals with suicidal behavior: a nationwide Danish registry-based, observational study.","authors":"Mette Reilev, Jens-Jakob Kjer Møller, Elsebeth Stenager, Erik Christiansen","doi":"10.1192/j.eurpsy.2024.1781","DOIUrl":"10.1192/j.eurpsy.2024.1781","url":null,"abstract":"<p><strong>Background: </strong>Many psychiatric and somatic comorbidities increase the risk of suicidal behavior, but the effect of co-existing comorbidities is sparsely elucidated. We described co-existence of psychiatric and somatic comorbidities and the influence of the combined comorbidity burden on the risk of suicidal behavior.</p><p><strong>Methods: </strong>We defined two case populations above 10 years in the Danish health registries: those who 1) died by suicide (2010-2020) and 2) had an incident suicide attempt (2010-2021). Co-existing somatic and psychiatric comorbidities and relative odds of suicidal behavior at increasing comorbidity burden were assessed.</p><p><strong>Results: </strong>Among 5.9 million Danish citizens (2021), 6,257 individuals died by suicide whereas 30,570 had an incident suicide attempt. More than half had ≥2 co-existing psychiatric and/or somatic comorbidities. Of those who died by suicide, 18% had co-existing mood disorders and stress disorders, while 5% had both mood disorders and cancer. An 88-fold increase of odds for attempting suicide and a 35-fold increase of odds for suicide were observed among those with the highest combined burden of somatic and psychiatric comorbidities relative to those without. The presence of somatic comorbidities seemed to protect against suicide in older individuals.</p><p><strong>Conclusions: </strong>Psychiatric and somatic comorbidities commonly co-exist in individuals with suicidal behavior. Higher combined burden of psychiatric and somatic comorbidities increased the odds of suicidal behavior, though the presence of somatic diseases had a potential protective effect on the risk of suicide in older individuals. This warrants collaboration and enhanced awareness of suicidal behavior risks across somatic and psychiatric departments.</p>","PeriodicalId":12155,"journal":{"name":"European Psychiatry","volume":" ","pages":"e23"},"PeriodicalIF":7.2,"publicationDate":"2025-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11822957/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143002780","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-01-20DOI: 10.1192/j.eurpsy.2024.1808
Karl Gottfried, Karina Janson, Nathalie E Holz, Olaf Reis, Johannes Kornhuber, Anna Eichler, Tobias Banaschewski, Frauke Nees
Background: Recent advances in natural language processing (NLP), particularly in language processing methods, have opened new avenues in semantic data analysis. A promising application of NLP is data harmonization in questionnaire-based cohort studies, where it can be used as an additional method, specifically when only different instruments are available for one construct as well as for the evaluation of potentially new construct-constellations. The present article therefore explores embedding models' potential to detect opportunities for semantic harmonization.
Methods: Using models like SBERT and OpenAI's ADA, we developed a prototype application ("Semantic Search Helper") to facilitate the harmonization process of detecting semantically similar items within extensive health-related datasets. The approach's feasibility and applicability were evaluated through a use case analysis involving data from four large cohort studies with heterogeneous data obtained with a different set of instruments for common constructs.
Results: With the prototype, we effectively identified potential harmonization pairs, which significantly reduced manual evaluation efforts. Expert ratings of semantic similarity candidates showed high agreement with model-generated pairs, confirming the validity of our approach.
Conclusions: This study demonstrates the potential of embeddings in matching semantic similarity as a promising add-on tool to assist harmonization processes of multiplex data sets and instruments but with similar content, within and across studies.
{"title":"Semantic search helper: A tool based on the use of embeddings in multi-item questionnaires as a harmonization opportunity for merging large datasets - A feasibility study.","authors":"Karl Gottfried, Karina Janson, Nathalie E Holz, Olaf Reis, Johannes Kornhuber, Anna Eichler, Tobias Banaschewski, Frauke Nees","doi":"10.1192/j.eurpsy.2024.1808","DOIUrl":"10.1192/j.eurpsy.2024.1808","url":null,"abstract":"<p><strong>Background: </strong>Recent advances in natural language processing (NLP), particularly in language processing methods, have opened new avenues in semantic data analysis. A promising application of NLP is data harmonization in questionnaire-based cohort studies, where it can be used as an additional method, specifically when only different instruments are available for one construct as well as for the evaluation of potentially new construct-constellations. The present article therefore explores embedding models' potential to detect opportunities for semantic harmonization.</p><p><strong>Methods: </strong>Using models like SBERT and OpenAI's ADA, we developed a prototype application (\"Semantic Search Helper\") to facilitate the harmonization process of detecting semantically similar items within extensive health-related datasets. The approach's feasibility and applicability were evaluated through a use case analysis involving data from four large cohort studies with heterogeneous data obtained with a different set of instruments for common constructs.</p><p><strong>Results: </strong>With the prototype, we effectively identified potential harmonization pairs, which significantly reduced manual evaluation efforts. Expert ratings of semantic similarity candidates showed high agreement with model-generated pairs, confirming the validity of our approach.</p><p><strong>Conclusions: </strong>This study demonstrates the potential of embeddings in matching semantic similarity as a promising add-on tool to assist harmonization processes of multiplex data sets and instruments but with similar content, within and across studies.</p>","PeriodicalId":12155,"journal":{"name":"European Psychiatry","volume":"68 1","pages":"e8"},"PeriodicalIF":7.2,"publicationDate":"2025-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11795448/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143002840","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-01-17DOI: 10.1192/j.eurpsy.2024.1801
Michel Danon, Daphnée Poupon, Philippe Courtet, Philip Gorwood
Background: Depressive symptoms remaining after antidepressant treatment increase the risk of relapse and recurrence. We aimed to analyze the distribution and main drivers of remaining symptoms in patients with a major depressive episode.
Methods: Two independent samples of 8,229 and 5,926 patients from two large naturalistic studies were retrospectively analyzed. DSM-IV criteria for major depressive episodes were assessed during two face-to-face visits with clinicians: before the prescription of a new antidepressant, and after 6 weeks of treatment. The Hospital Anxiety and Depression Scale (HADS) was used to assess baseline severity of anxiety and depression.
Results: In both samples, two clusters of remaining symptoms were observed. The first cluster encompassed symptoms related to a negative emotional and cognitive bias and was specifically driven by the baseline severity of depression. The second cluster encompassed neurovegetative symptoms and was specifically driven by the baseline severity of anxiety.
Conclusions: The baseline anxiety-depressive balance of patients could be considered to adapt the treatment, focusing on emotional and cognitive symptoms with patients with high baseline severity of depression, and neurovegetative symptoms with patients with high baseline anxiety severity.
{"title":"Clustering and drivers of symptoms observed at week six after antidepressant treatment in depressed outpatients.","authors":"Michel Danon, Daphnée Poupon, Philippe Courtet, Philip Gorwood","doi":"10.1192/j.eurpsy.2024.1801","DOIUrl":"10.1192/j.eurpsy.2024.1801","url":null,"abstract":"<p><strong>Background: </strong>Depressive symptoms remaining after antidepressant treatment increase the risk of relapse and recurrence. We aimed to analyze the distribution and main drivers of remaining symptoms in patients with a major depressive episode.</p><p><strong>Methods: </strong>Two independent samples of 8,229 and 5,926 patients from two large naturalistic studies were retrospectively analyzed. DSM-IV criteria for major depressive episodes were assessed during two face-to-face visits with clinicians: before the prescription of a new antidepressant, and after 6 weeks of treatment. The Hospital Anxiety and Depression Scale (HADS) was used to assess baseline severity of anxiety and depression.</p><p><strong>Results: </strong>In both samples, two clusters of remaining symptoms were observed. The first cluster encompassed symptoms related to a negative emotional and cognitive bias and was specifically driven by the baseline severity of depression. The second cluster encompassed neurovegetative symptoms and was specifically driven by the baseline severity of anxiety.</p><p><strong>Conclusions: </strong>The baseline anxiety-depressive balance of patients could be considered to adapt the treatment, focusing on emotional and cognitive symptoms with patients with high baseline severity of depression, and neurovegetative symptoms with patients with high baseline anxiety severity.</p>","PeriodicalId":12155,"journal":{"name":"European Psychiatry","volume":"67 1","pages":"e85"},"PeriodicalIF":7.2,"publicationDate":"2025-01-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11795446/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143002842","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-01-17DOI: 10.1192/j.eurpsy.2024.1815
Dong Yun Lee, Rae Woong Park, Soo Min Jeon
Background: Treatment-resistant depression (TRD) affects 10-30% of patients with major depressive disorder, leading to increased comorbidities, higher mortality, and significant economic and social burdens. This study aimed to compare the efficacy and safety of bupropion and aripiprazole as augmentation therapies for TRD.
Methods: This population-based, retrospective cohort study included adults aged ≥18 years with a diagnosis of depressive disorder who met the criteria for TRD. Data were collected from a nationwide claims database in South Korea. Patients prescribed bupropion were matched 1:1 with those prescribed aripiprazole. Subgroup analyses were performed according to age. An as-treated analysis was performed as the primary analysis, and an intention-to-treat analysis was performed to identify different risk windows. The primary outcome was depression-related hospitalization, and the secondary outcomes were first-time diagnoses of movement disorder and seizure.
Results: A total of 5,619 patients (bupropion: n = 1,568; aripiprazole: n = 4,051) were included in this study. Bupropion was associated with lower risks of hospitalization (hazard ratio [HR]: 0.51; 95% confidence interval [CI] 0.29-0.86) and movement disorders (HR: 0.56; 95% CI 0.36-0.85) than aripiprazole. No significant difference in seizure risk (HR: 0.65; 95% CI 0.30-1.31) was observed between the two treatments. The subgroup analysis of participants aged ≥60 years revealed no significant differences in the three outcomes between the two medications.
Conclusions: Bupropion augmentation is associated with a significantly lower risk of depression-related re-hospitalization and movement disorders in patients with TRD. Therefore, bupropion augmentation can be a comprehensive treatment strategy for TRD.
背景:难治性抑郁症(TRD)影响10-30%的重度抑郁症患者,导致合并症增加、死亡率升高以及显著的经济和社会负担。本研究旨在比较安非他酮和阿立哌唑作为TRD辅助治疗的疗效和安全性。方法:这项以人群为基础的回顾性队列研究纳入了年龄≥18岁、诊断为抑郁症且符合TRD标准的成年人。数据是从韩国全国索赔数据库中收集的。服用安非他酮的患者与服用阿立哌唑的患者比例为1:1。按年龄进行亚组分析。进行治疗前分析作为主要分析,并进行意向治疗分析以确定不同的风险窗口。主要结局是与抑郁症相关的住院治疗,次要结局是首次诊断出运动障碍和癫痫发作。结果:共5619例患者(安非他酮:n = 1568;阿立哌唑(n = 4051)纳入本研究。安非他酮与较低的住院风险相关(危险比[HR]: 0.51;95%可信区间[CI] 0.29-0.86)和运动障碍(HR: 0.56;95% CI 0.36-0.85)优于阿立哌唑。癫痫发作风险无显著差异(HR: 0.65;95% CI 0.30-1.31)。年龄≥60岁受试者的亚组分析显示,两种药物的三个结局无显著差异。结论:安非他酮增强与TRD患者抑郁相关的再住院和运动障碍的风险显著降低相关。因此,安非他酮强化治疗可作为TRD的综合治疗策略。
{"title":"Comparison of the efficacy and safety of bupropion versus aripiprazole augmentation in adults with treatment-resistant depression: a nationwide cohort study in South Korea.","authors":"Dong Yun Lee, Rae Woong Park, Soo Min Jeon","doi":"10.1192/j.eurpsy.2024.1815","DOIUrl":"10.1192/j.eurpsy.2024.1815","url":null,"abstract":"<p><strong>Background: </strong>Treatment-resistant depression (TRD) affects 10-30% of patients with major depressive disorder, leading to increased comorbidities, higher mortality, and significant economic and social burdens. This study aimed to compare the efficacy and safety of bupropion and aripiprazole as augmentation therapies for TRD.</p><p><strong>Methods: </strong>This population-based, retrospective cohort study included adults aged ≥18 years with a diagnosis of depressive disorder who met the criteria for TRD. Data were collected from a nationwide claims database in South Korea. Patients prescribed bupropion were matched 1:1 with those prescribed aripiprazole. Subgroup analyses were performed according to age. An as-treated analysis was performed as the primary analysis, and an intention-to-treat analysis was performed to identify different risk windows. The primary outcome was depression-related hospitalization, and the secondary outcomes were first-time diagnoses of movement disorder and seizure.</p><p><strong>Results: </strong>A total of 5,619 patients (bupropion: <i>n</i> = 1,568; aripiprazole: <i>n</i> = 4,051) were included in this study. Bupropion was associated with lower risks of hospitalization (hazard ratio [HR]: 0.51; 95% confidence interval [CI] 0.29-0.86) and movement disorders (HR: 0.56; 95% CI 0.36-0.85) than aripiprazole. No significant difference in seizure risk (HR: 0.65; 95% CI 0.30-1.31) was observed between the two treatments. The subgroup analysis of participants aged ≥60 years revealed no significant differences in the three outcomes between the two medications.</p><p><strong>Conclusions: </strong>Bupropion augmentation is associated with a significantly lower risk of depression-related re-hospitalization and movement disorders in patients with TRD. Therefore, bupropion augmentation can be a comprehensive treatment strategy for TRD.</p>","PeriodicalId":12155,"journal":{"name":"European Psychiatry","volume":" ","pages":"e22"},"PeriodicalIF":7.2,"publicationDate":"2025-01-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11823002/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143002781","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-01-15DOI: 10.1192/j.eurpsy.2024.1811
C W Lee, K Park, J E Ahn, Y Jang, Y S Park, H Yu, D Lee, H K Ihm, J Lee, J Kim, Y I Lee, S-E Lim, S S Kwon, H Y Park, T H Ha, I-Y Yoon, Woojae Myung, Ji Hyun Baek
Background: Transcranial direct current stimulation (tDCS) is a promising treatment for major depressive disorder (MDD). This study evaluated its antidepressant and cognitive effects as a safe, effective, home-based therapy for MDD.
Methods: This double-blind, sham-controlled, randomized trial divided participants into low-intensity (1 mA, n = 47), high-intensity (2 mA, n = 49), and sham (n = 45) groups, receiving 42 daily tDCS sessions, including weekends and holidays, targeting the dorsolateral prefrontal cortex for 30 minutes. Assessments were conducted at baseline and weeks 2, 4, and 6. The primary outcome was cognitive improvement assessed by changes in total accuracy on the 2-back test from baseline to week 6. Secondary outcomes included changes in depressive symptoms (HAM-D), anxiety (HAM-A), and quality of life (QLES). Adverse events were monitored. This trial was registered with ClinicalTrials.gov (NCT04709952).
Results: In the tDCS study, of 141 participants (102 [72.3%] women; mean age 35.7 years, standard deviation 12.7), 95 completed the trial. Mean changes in the total accuracy scores from baseline to week 6 were compared across the three groups using an F-test. Linear mixed-effects models examined the interaction of group and time. Results showed no significant differences among groups in cognitive or depressive outcomes at week 6. Active groups experienced more mild adverse events compared to sham but had similar rates of severe adverse events and dropout.
Conclusions: Home-based tDCS for MDD demonstrated no evidence of effectiveness but was safe and well-tolerated. Further research is needed to address the technical limitations, evaluate broader cognitive functions, and extend durations to evaluate its therapeutic potential.
背景:经颅直流电刺激(tDCS)是治疗重度抑郁症(MDD)的一种很有前景的方法。本研究评估了其作为一种安全、有效、家庭治疗重度抑郁症的抗抑郁和认知效果。方法:这项双盲、假对照、随机试验将参与者分为低强度(1 mA, n = 47)、高强度(2 mA, n = 49)和假强度(n = 45)组,每天接受42次tDCS治疗,包括周末和节假日,针对背外侧前额皮质进行30分钟的tDCS治疗。在基线和第2、4和6周进行评估。主要结果是通过从基线到第6周的2背测试的总准确度变化来评估认知改善。次要结局包括抑郁症状(HAM-D)、焦虑(HAM-A)和生活质量(QLES)的改变。监测不良事件。该试验已在ClinicalTrials.gov注册(NCT04709952)。结果:在tDCS研究中,141名参与者(102名[72.3%]女性;平均年龄35.7岁,标准差12.7),95例完成试验。使用f检验比较三组从基线到第6周的总准确度得分的平均变化。线性混合效应模型检验了群体和时间的相互作用。结果显示,在第6周,两组之间的认知和抑郁结果没有显著差异。与假组相比,积极组经历了更多的轻度不良事件,但有相似的严重不良事件和退出率。结论:基于家庭的tDCS治疗MDD没有证据表明有效,但安全且耐受性良好。需要进一步的研究来解决技术限制,评估更广泛的认知功能,并延长持续时间来评估其治疗潜力。
{"title":"Efficacy and safety of home-based transcranial direct current stimulation as adjunct treatment for cognitive improvement in major depressive disorder: A double-blind, randomized, multi-site clinical trial.","authors":"C W Lee, K Park, J E Ahn, Y Jang, Y S Park, H Yu, D Lee, H K Ihm, J Lee, J Kim, Y I Lee, S-E Lim, S S Kwon, H Y Park, T H Ha, I-Y Yoon, Woojae Myung, Ji Hyun Baek","doi":"10.1192/j.eurpsy.2024.1811","DOIUrl":"10.1192/j.eurpsy.2024.1811","url":null,"abstract":"<p><strong>Background: </strong>Transcranial direct current stimulation (tDCS) is a promising treatment for major depressive disorder (MDD). This study evaluated its antidepressant and cognitive effects as a safe, effective, home-based therapy for MDD.</p><p><strong>Methods: </strong>This double-blind, sham-controlled, randomized trial divided participants into low-intensity (1 mA, <i>n</i> = 47), high-intensity (2 mA, <i>n</i> = 49), and sham (<i>n</i> = 45) groups, receiving 42 daily tDCS sessions, including weekends and holidays, targeting the dorsolateral prefrontal cortex for 30 minutes. Assessments were conducted at baseline and weeks 2, 4, and 6. The primary outcome was cognitive improvement assessed by changes in total accuracy on the 2-back test from baseline to week 6. Secondary outcomes included changes in depressive symptoms (HAM-D), anxiety (HAM-A), and quality of life (QLES). Adverse events were monitored. This trial was registered with ClinicalTrials.gov (NCT04709952).</p><p><strong>Results: </strong>In the tDCS study, of 141 participants (102 [72.3%] women; mean age 35.7 years, standard deviation 12.7), 95 completed the trial. Mean changes in the total accuracy scores from baseline to week 6 were compared across the three groups using an <i>F</i>-test. Linear mixed-effects models examined the interaction of group and time. Results showed no significant differences among groups in cognitive or depressive outcomes at week 6. Active groups experienced more mild adverse events compared to sham but had similar rates of severe adverse events and dropout.</p><p><strong>Conclusions: </strong>Home-based tDCS for MDD demonstrated no evidence of effectiveness but was safe and well-tolerated. Further research is needed to address the technical limitations, evaluate broader cognitive functions, and extend durations to evaluate its therapeutic potential.</p>","PeriodicalId":12155,"journal":{"name":"European Psychiatry","volume":" ","pages":"e15"},"PeriodicalIF":7.2,"publicationDate":"2025-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11822958/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142983161","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: This systematic review and meta-analysis evaluates the prevalence of disruptive mood dysregulation disorders (DMDD) in community-based and clinical populations.
Methods: PubMed and PsychINFO databases were searched, using terms specific to DMDD, for studies of prevalence and comorbidity rates conducted in youths below 18.
Results: Fourteen studies reporting data from 2013 to 2023 were included. The prevalence of DMDD in the community-based samples was 3.3% (95% confidence interval [CI], 1.4-6.0) and 21.9% (95% CI, 15.5-29.0) in the clinical population. The differences in the identification strategy of DMDD were associated with significant heterogeneity between studies in the community-based samples, with a prevalence of 0.82% (95% CI, 0.11-2.13) when all diagnosis criteria were considered. Anxiety, depressive disorders, and ADHD were the most frequent comorbidity present with DMDD. The association with other neurodevelopmental disorders remained poorly investigated.
Conclusions: Caution is required when interpreting these findings, considering the quality of the reviewed data and the level of unexplained heterogeneity among studies. This review stresses the importance of considering a strict adhesion to DMDD criteria when exploring its clinical correlates.
{"title":"Prevalence and comorbidity rates of disruptive mood dysregulation disorder in epidemiological and clinical samples: systematic review and meta-analysis.","authors":"Xavier Benarous, Hélène Lahaye, Angèle Consoli, David Cohen, Réal Labelle, Jean-Marc Guilé","doi":"10.1192/j.eurpsy.2024.1813","DOIUrl":"10.1192/j.eurpsy.2024.1813","url":null,"abstract":"<p><strong>Background: </strong>This systematic review and meta-analysis evaluates the prevalence of disruptive mood dysregulation disorders (DMDD) in community-based and clinical populations.</p><p><strong>Methods: </strong>PubMed and PsychINFO databases were searched, using terms specific to DMDD, for studies of prevalence and comorbidity rates conducted in youths below 18.</p><p><strong>Results: </strong>Fourteen studies reporting data from 2013 to 2023 were included. The prevalence of DMDD in the community-based samples was 3.3% (95% confidence interval [CI], 1.4-6.0) and 21.9% (95% CI, 15.5-29.0) in the clinical population. The differences in the identification strategy of DMDD were associated with significant heterogeneity between studies in the community-based samples, with a prevalence of 0.82% (95% CI, 0.11-2.13) when all diagnosis criteria were considered. Anxiety, depressive disorders, and ADHD were the most frequent comorbidity present with DMDD. The association with other neurodevelopmental disorders remained poorly investigated.</p><p><strong>Conclusions: </strong>Caution is required when interpreting these findings, considering the quality of the reviewed data and the level of unexplained heterogeneity among studies. This review stresses the importance of considering a strict adhesion to DMDD criteria when exploring its clinical correlates.</p>","PeriodicalId":12155,"journal":{"name":"European Psychiatry","volume":" ","pages":"e11"},"PeriodicalIF":6.7,"publicationDate":"2025-01-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11795450/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142983182","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}