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Fischer R, Moritz S, Scheunemann J, Nagel M, Osthues C, Schöttle D, Luedecke D. Treatment Preferences in Acute Psychosis: A Comparison of Patient and Staff Perspectives on Symptom Prioritization and Biopsychosocial Interventions. Psychiatr Q 2025; 96:1-16. [PMID: 39467937 PMCID: PMC11929731 DOI: 10.1007/s11126-024-10099-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/13/2024] [Indexed: 10/30/2024]
Abstract
Patients with acute psychosis are often confronted with the prejudice that they refuse all treatment due to lack of insight. This study examined and compared the aims and preferences for treatment of patients with acute psychosis and of psychiatric inpatient staff. A total of 142 inpatients being treated for a psychotic disorder on either a locked or an open ward indicated which of a range of symptoms they want to be treated and which of various biopsychosocial treatment options they would like to receive. Staff members from the same wards reported which psychiatric symptoms they deemed relevant in the treatment of psychosis and which treatment options should be offered. Patients assigned the highest treatment need to neurocognitive symptoms, followed by affective and positive symptoms. In contrast, staff assigned the highest treatment need to positive symptoms, followed by neurocognitive and affective symptoms. Patients and staff on open wards expressed more treatment needs overall than did patients and staff on locked wards. Patients' desire for treatment differed across treatment types. In comparing patients on locked versus open wards, patients on open wards expressed higher approval of medication than patients on locked wards. Even patients with highly acute psychosis being treated on locked psychiatric wards endorsed treatment. Treatment preferences of this group deviated markedly in some instances from staffs' preferences. Considering their specific needs may contribute to increasing patient self-efficacy, and improving adherence to treatment.
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Affiliation(s)
- Rabea Fischer
- Department of Psychiatry and Psychotherapy, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Department of Psychiatry and Psychotherapy, Asklepios Clinic North-Wandsbek, Hamburg, Germany
| | - Steffen Moritz
- Department of Psychiatry and Psychotherapy, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
| | - Jakob Scheunemann
- Department of Psychiatry and Psychotherapy, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Matthias Nagel
- Department of Psychiatry and Psychotherapy, Asklepios Clinic North-Wandsbek, Hamburg, Germany
- Clinic for Psychiatry and Psychotherapy, University Clinic Schleswig-Holstein, Campus Luebeck, Luebeck, Germany
| | - Charlotte Osthues
- Department of Psychiatry and Psychotherapy, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Department of Psychiatry and Psychotherapy, Asklepios Clinic North-Wandsbek, Hamburg, Germany
| | - Daniel Schöttle
- Department of Psychiatry and Psychotherapy, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Department of Psychiatry and Psychotherapy, Asklepios Clinic Harburg, Hamburg, Germany
| | - Daniel Luedecke
- Department of Psychiatry and Psychotherapy, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
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Sen P, Knolle F. Altered neural signalling during reward anticipation in children and early adolescents with high psychotic-like experiences. Neuroimage Clin 2025; 45:103756. [PMID: 39983553 PMCID: PMC11889563 DOI: 10.1016/j.nicl.2025.103756] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2024] [Revised: 01/23/2025] [Accepted: 02/14/2025] [Indexed: 02/23/2025]
Abstract
BACKGROUND Schizophrenia is associated with abnormalities in neurodevelopmental processes. Furthermore, dysfunctional neural circuits involved in reward processing may be linked to the development of symptoms in schizophrenia and are predictive of long-term functional outcome. It is however unknown whether neural signatures of reward anticipation are detectable in children with high psychotic-like experiences. METHODS Using data from the ABCD study 4.1, we defined a healthy control (N = 50) and a high psychotic-like experience (N = 50) group with a Prodromal Psychosis Syndrome (PPS) score > 3 and distress score > 6 at baseline (9-10 years) and 2nd year follow-up (11-12 years). While undergoing functional MR-imaging, all children completed the Monetary Incentive Delay task. Using the preprocessed ABCD-data, we explored whether behaviour and brain activations for reward and loss anticipation in areas underlying reward processing differed between groups and time-points. Furthermore, we investigated whether those brain activations that showed differences between the groups were predictive of later PPS scores. Additionally, we also employed computational modelling to assess response vigour. RESULTS While response times did not differ, the computational model revealed that response vigour for salient cues was significantly lower in the high PLEs compared to controls at baseline. We also found that children with high PLEs demonstrated lower activation during reward anticipation in the anterior insula at the baseline time-point; the nucleus accumbens, the putamen, the dorsolateral (dlPFC) and the ventral medial prefrontal cortex at the 2nd year follow-up, and in the caudate at both timepoints, compared to controls. Regression analysis revealed that deactivations in the left anterior insula and left dlPFC, was predictive of later PPS scores. CONCLUSION This study reveals that neural alterations during reward anticipation are detectable in children with high PLEs. These dysfunctions in neural activation patterns may serve as potential predictive biomarkers for psychosis.
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Affiliation(s)
- Pritha Sen
- School of Medicine and Health, Department of Diagnostic and Interventional Neuroradiology, Technical University of Munich, Munich, Germany; School of Medicine and Health, TUM-NIC Neuroimaging Center, Technical University of Munich, Munich, Germany; Graduate School of Systemic Neurosciences, Ludwig Maximilian University, Munich, Germany.
| | - Franziska Knolle
- School of Medicine and Health, Department of Diagnostic and Interventional Neuroradiology, Technical University of Munich, Munich, Germany; School of Medicine and Health, TUM-NIC Neuroimaging Center, Technical University of Munich, Munich, Germany.
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O'Hare K, Fadiloglu K, Lång U, Healy C, Cannon M, DeVylder J, Kelleher I. Psychotic Experiences and Risk of Suicidal Thoughts and Behaviors: A Systematic Review and Meta-Analysis of Longitudinal Population Studies. Schizophr Bull 2024:sbae197. [PMID: 39550208 DOI: 10.1093/schbul/sbae197] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2024]
Abstract
BACKGROUND AND HYPOTHESIS Since a prior systematic review and meta-analysis reported an association between psychotic experiences (PEs) and suicidal thoughts and behaviors, a large number of new studies have been published on the topic, including several novel studies on the association between PEs and transition from suicidal ideation to attempt. STUDY DESIGN Two authors independently searched PubMed, Embase, CINAHL, and PsycINFO databases from inception until July 2023, conducted data extraction, and assessed study quality using the Newcastle-Ottawa Quality Assessment Scale. Random-effects models were used to calculate pooled odds ratios (ORs) for the association of PEs and subsequent suicide ideation, suicide attempts, suicide death, and transition from suicidal ideation to attempt, first for the total population, and second stratified by age group. Secondary analyses assessed the mediating role of co-occurring psychopathology. STUDY RESULTS Twenty studies from 18 different samples (n = 81,861) were identified. Individuals who reported PEs had increased odds of subsequent suicidal ideation (k = 12, OR = 1.90, 95% CI = 1.65-2.19), suicide attempt (k = 13, OR = 2.95, 95% CI = 2.21-3.94), transition from suicidal ideation to suicide attempt (k = 3, OR = 2.83, 95% CI = 1.60-4.99), and suicide death (k = 1, OR = 4.39, 95% CI = 1.63-11.80). This heightened risk was stable across childhood, adolescence, and adulthood. PEs predicted suicide attempts over and above co-occurring psychopathology (k = 8, OR = 2.85, 95% CI = 2.06-3.95). CONCLUSIONS Individuals reporting PEs are at increased risk of all types of suicidal thoughts and behaviors. In addition, PEs are particularly important risk markers for future suicidal behaviors, including in individuals already reporting suicidal ideation. This risk is in excess of what is explained by co-occurring psychopathology.
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Affiliation(s)
- Kirstie O'Hare
- Centre for Clinical Brain Sciences, University of Edinburgh, EH16 4SB Edinburgh, United Kingdom
- School of Clinical Medicine, Discipline of Psychiatry and Mental Health, University of New South Wales, 2031 Sydney, Australia
| | - Kubra Fadiloglu
- Centre for Clinical Brain Sciences, University of Edinburgh, EH16 4SB Edinburgh, United Kingdom
- Child and Adolescent Mental Health Services, NHS Lothian, EH16 4TJ Edinburgh, United Kingdom
| | - Ulla Lång
- Centre for Clinical Brain Sciences, University of Edinburgh, EH16 4SB Edinburgh, United Kingdom
- Department of Public Health and Welfare, Finnish Institute for Health and Welfare, 00271 Helsinki, Finland
- Research Unit of Clinical Medicine, Faculty of Medicine, University of Oulu, 90230 Oulu, Finland
| | - Colm Healy
- Centre for Clinical Brain Sciences, University of Edinburgh, EH16 4SB Edinburgh, United Kingdom
- School of Medicine, University College Dublin, Dublin 4, Dublin, Ireland
| | - Mary Cannon
- Department of Psychiatry, Royal College of Surgeons in Ireland, University of Medicine and Health Sciences, Dublin 9, Dublin, Ireland
| | - Jordan DeVylder
- Silver School of Social Work, New York University, 10003 New York, NY, United States
| | - Ian Kelleher
- Centre for Clinical Brain Sciences, University of Edinburgh, EH16 4SB Edinburgh, United Kingdom
- Research Unit of Clinical Medicine, Faculty of Medicine, University of Oulu, 90230 Oulu, Finland
- School of Medicine, University College Dublin, Dublin 4, Dublin, Ireland
- St. John of God Hospitaller Services Group, A94 FH92 Dublin, Ireland
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Peng P, Li Z, Wang Q, Zhou Y, Wu Q, Tang J, Liao Y, Zhang X. Insomnia moderates the association between positive symptoms and suicidal ideation: A large-scale cross-sectional study in Chinese patients with chronic schizophrenia. Gen Hosp Psychiatry 2024; 91:66-71. [PMID: 39332233 DOI: 10.1016/j.genhosppsych.2024.09.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Revised: 09/14/2024] [Accepted: 09/22/2024] [Indexed: 09/29/2024]
Abstract
OBJECTIVE Both insomnia and positive symptoms are linked to suicidal ideation (SI) in schizophrenia, yet their interaction remains unexplored. This study aims to investigate whether insomnia moderates the relationship between positive symptoms and SI in a large sample of Chinese patients with chronic schizophrenia. METHOD We recruited 1407 patients and assessed them using the Positive and Negative Syndrome Scale (PANSS), Insomnia Severity Index (ISI), and Beck Scale for Suicide Ideation (BSSI). We also collected demographic information and lifetime history of suicide attempts (SA). Positive symptoms were evaluated using the PANSS positive factor. Multivariate logistic regression and moderation analysis were performed. RESULTS The prevalence of insomnia and SI was 13.5 % and 9.7 %, respectively. ISI scores (adjusted odds ratio [AOR]: 1.06; 95 % confidence interval [CI]: 1.01-1.10, p = 0.011), PANSS positive factor (AOR: 1.05; 95 % CI: 1.01-1.09, p = 0.008), PANSS mood factor (AOR: 1.16; 95 % CI: 1.10-1.22, p < 0.001), and lifetime SA (AOR: 4.35; 95 % CI: 2.86-6.61, p < 0.001) were independently associated with SI. Moderation analysis revealed that insomnia amplified the association between positive symptoms and SI. Specifically, higher levels of insomnia significantly strengthened this relationship (b = 0.086, 95 % CI = 0.048-0.124, p < 0.001), while the association was negligible in patients with low levels of insomnia (b = -0.003, 95 % CI = -0.042-0.036, p = 0.870). CONCLUSION Both insomnia and positive symptoms were independently related to SI in schizophrenia, with insomnia moderating the relationship between positive symptoms and SI. Further studies are needed to test whether interventions against insomnia and positive symptoms would be effective at reducing SI in this population.
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Affiliation(s)
- Pu Peng
- Department of Psychiatry, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Zejun Li
- Department of Psychiatry, National Clinical Research Center for Mental Disorders, and National Center for Mental Disorders, The Second Xiangya Hospital of Central South University, Changsha 410011, Hunan, China
| | - Qianjin Wang
- Department of Psychiatry, National Clinical Research Center for Mental Disorders, and National Center for Mental Disorders, The Second Xiangya Hospital of Central South University, Changsha 410011, Hunan, China
| | - Yanan Zhou
- Department of Psychiatry, Hunan Brain Hospital (Hunan Second People's Hospital), Changsha, China
| | - Qiuxia Wu
- Department of Psychiatry, National Clinical Research Center for Mental Disorders, and National Center for Mental Disorders, The Second Xiangya Hospital of Central South University, Changsha 410011, Hunan, China
| | - Jinsong Tang
- Department of Psychiatry, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Yanhui Liao
- Department of Psychiatry, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Xiangyang Zhang
- Hefei Fourth People's Hospital, Anhui Mental Health Center, HeFei, China; Affiliated Mental Health Center of Anhui Medical University, Hefei, China.
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Gooding P, Harris K, Duxbury P, Pratt D, Huggett C, Emsley R, Awenat Y, Haddock G. Influence of perceived harm due to substance use on the relationships between positive psychotic experiences and suicidal experiences in people with non-affective psychosis. Psychol Med 2024; 54:1-11. [PMID: 39364657 PMCID: PMC11496240 DOI: 10.1017/s0033291724001764] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Revised: 06/07/2024] [Accepted: 06/24/2024] [Indexed: 10/05/2024]
Abstract
BACKGROUND The ways in which perceived harm due to substance use affects relationships between psychotic and suicidal experiences are poorly understood. The goal of the current study was to redress this gap by investigating the moderating effects of harm due to substance use on pathways involving positive psychotic symptoms, the perceived cognitive-emotional sequelae of those symptoms, and suicidal ideation. METHOD The design was cross-sectional. Mediation and moderated mediation pathways were tested. The predictor was severity of positive psychotic symptoms. Cognitive interpretative and emotional characteristics of both auditory hallucinations and delusions were mediators. Suicidal ideation was the outcome variable. General symptoms associated with severe mental health problems were statistically controlled for. RESULTS There was evidence of an indirect pathway between positive psychotic symptom severity and suicidal ideation via cognitive interpretation and emotional characteristics of both auditory hallucinations and delusions. Harm due to drug use, but not alcohol use, moderated the indirect pathway involving delusions such that it was most prominent when harm due to drug use was at medium-to-high levels. The components of suicidal ideation that were most strongly affected by this moderated indirect pathway were active intent, passive desire, and lack of deterrents. CONCLUSIONS From both scientific and therapy development perspectives, it is important to understand the complex interplay between, not only the presence of auditory hallucinations and delusions, but the ensuing cognitive and emotional consequences of those experiences which, when combined with harm associated with substance use, in particular drug use, can escalate suicidal thoughts and acts.
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Affiliation(s)
- Patricia Gooding
- Division of Psychology and Mental Health, Faculty of Biology, Medicine and Health, School of Health Sciences, University of Manchester, Manchester, UK
- Manchester Academic Health Science Centre, MAHSC, University of Manchester, Manchester, UK
- Greater Manchester Mental Health NHS Foundation Trust, Suicide, Risk and Safety Research Unit, Manchester, UK
| | - Kamelia Harris
- Division of Psychology and Mental Health, Faculty of Biology, Medicine and Health, School of Health Sciences, University of Manchester, Manchester, UK
- Manchester Academic Health Science Centre, MAHSC, University of Manchester, Manchester, UK
- Greater Manchester Mental Health NHS Foundation Trust, Suicide, Risk and Safety Research Unit, Manchester, UK
| | - Paula Duxbury
- Manchester Academic Health Science Centre, MAHSC, University of Manchester, Manchester, UK
- Greater Manchester Mental Health NHS Foundation Trust, Suicide, Risk and Safety Research Unit, Manchester, UK
| | - Daniel Pratt
- Division of Psychology and Mental Health, Faculty of Biology, Medicine and Health, School of Health Sciences, University of Manchester, Manchester, UK
- Manchester Academic Health Science Centre, MAHSC, University of Manchester, Manchester, UK
- Greater Manchester Mental Health NHS Foundation Trust, Suicide, Risk and Safety Research Unit, Manchester, UK
| | - Charlotte Huggett
- Division of Psychology and Mental Health, Faculty of Biology, Medicine and Health, School of Health Sciences, University of Manchester, Manchester, UK
- Manchester Academic Health Science Centre, MAHSC, University of Manchester, Manchester, UK
- Greater Manchester Mental Health NHS Foundation Trust, Suicide, Risk and Safety Research Unit, Manchester, UK
| | - Richard Emsley
- Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology & Neuroscience, Kings College London, London, UK
| | - Yvonne Awenat
- Division of Psychology and Mental Health, Faculty of Biology, Medicine and Health, School of Health Sciences, University of Manchester, Manchester, UK
- Manchester Academic Health Science Centre, MAHSC, University of Manchester, Manchester, UK
- Greater Manchester Mental Health NHS Foundation Trust, Suicide, Risk and Safety Research Unit, Manchester, UK
| | - Gillian Haddock
- Division of Psychology and Mental Health, Faculty of Biology, Medicine and Health, School of Health Sciences, University of Manchester, Manchester, UK
- Manchester Academic Health Science Centre, MAHSC, University of Manchester, Manchester, UK
- Greater Manchester Mental Health NHS Foundation Trust, Suicide, Risk and Safety Research Unit, Manchester, UK
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Zhou Y, Peng P, Yuan N, Xiong Y, Luo Y, Liu L, Tan R, Nie W, Wang Y, Zhang X. Suicidal ideation in Chinese patients with chronic schizophrenia: prevalence, clinical correlates, and relationship with alexithymia. Eur Arch Psychiatry Clin Neurosci 2024; 274:1509-1516. [PMID: 37310424 DOI: 10.1007/s00406-023-01630-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Accepted: 05/29/2023] [Indexed: 06/14/2023]
Abstract
Suicidal ideation (SI) is common among people with schizophrenia. However, it has received less attention than suicide attempts (SA), especially in the Chinese population. Alexithymia is a well-established risk factor for SI across different populations. Nevertheless, very few studies evaluated their relationship in schizophrenia patients. We aimed to determine the prevalence and clinical correlates of SI and its relationship with alexithymia in 812 Chinese chronic schizophrenia inpatients. We assessed SI, clinical symptoms, and alexithymia by the Beck Scale for Suicidal Ideation, the Positive and Negative Syndrome Scale (PANSS), and the Toronto Alexithymia Scale, respectively. A multiple logistic regression model was conducted to identify independent correlates of SI. Receiver operating characteristic (ROC) curves and area under the curve (AUC) were performed to determine the ability of our model to distinguish between patients with and without SI. 10% (n = 84) reported current SI. Lifetime SA (OR, 4.68; 95% CI 2.76-7.94, p < 0.001), PANSS depressive factor (OR, 1.24; 95% CI 1.12-1.38, p < 0.001), PANSS positive subscale (OR, 1.055; 95% CI 1.004-1.108, p = 0.035), and difficulty identifying emotions (OR, 1.07; 95% CI 1.03-1.12, p = 0.002) were associated with SI. The AUC value was 0.80, indicating excellent distinguishing capabilities. Timely assessments of these factors may help identify schizophrenia patients who are at risk for SI.
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Affiliation(s)
- Yanan Zhou
- Department of Psychiatry, Hunan Brain Hospital (Hunan Second People's Hospital), Changsha, China
| | - Pu Peng
- Department of Psychiatry, National Clinical Research Center for Mental Disorders, and National Center for Mental Disorders, The Second Xiangya Hospital of Central South University, Changsha, Hunan, China
| | - Ning Yuan
- Department of Psychiatry, Hunan Brain Hospital (Hunan Second People's Hospital), Changsha, China
| | - Yifan Xiong
- Department of Psychiatry, Hunan Brain Hospital (Hunan Second People's Hospital), Changsha, China
| | - Yinli Luo
- Department of Psychiatry, Hunan Brain Hospital (Hunan Second People's Hospital), Changsha, China
| | - Lini Liu
- Department of Psychiatry, Hunan Brain Hospital (Hunan Second People's Hospital), Changsha, China
| | - Rongrong Tan
- Department of Psychiatry, Hunan Brain Hospital (Hunan Second People's Hospital), Changsha, China
| | - Wei Nie
- Department of Psychiatry, Hunan Brain Hospital (Hunan Second People's Hospital), Changsha, China
| | - Yuan Wang
- Department of Psychiatry, Hunan Brain Hospital (Hunan Second People's Hospital), Changsha, China
| | - Xiangyang Zhang
- CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, China.
- Department of Psychology, University of Chinese Academy of Sciences, Beijing, China.
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Hazell CM, Hasapopoulos S, McGowan J, Hamza R, Ahmed Z, Gaughan B, Malillos MH, Gill A, Nomani A, Hickson E, Koruni A, Islam F, Souray J, Raune D. The Role of Verbal Auditory Hallucinations in Influencing and Retrospectively Predicting Physical Harm Prevalence in Early Psychosis. Clin Pract Epidemiol Ment Health 2024; 20:e17450179286452. [PMID: 39130189 PMCID: PMC11311800 DOI: 10.2174/0117450179286452240520070533] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Revised: 03/11/2024] [Accepted: 03/18/2024] [Indexed: 08/13/2024]
Abstract
Background Research has established a relationship between psychosis and physical harm in the early course of psychosis. However, little is known about the relationship between specific psychosis symptoms, such as hearing voices, and physical harm. Objective This study aimed to determine the prevalence and typology of physical harm related to hearing voices, as well as what aspects of the voice-hearing experience retrospectively predicted incidents of harm within an Early Intervention in Psychosis Service (EIPS). Methods We conducted a quality improvement project in a single EIPS. We reviewed case notes of patients and extracted information on the cognitive-phenomenological features of the voices patients heard, as well as any incidents of physical harm that were causally linked to these voices. Results It was found that 32.2% of EI patients had an actual incident of physical harm in their case notes that was causally linked to hearing voices. The most common type of physical harm was neglect. In terms of cognitive phenomenological binary correlations that retrospectively predicted physical harm in the case notes, patients were 20 and 7 times more likely to have harmed themselves if they heard self-harm commands (i.e., directions to harm themselves physically) and perceived the voice as omnipotent, respectively. Patients were 6 times more likely to have harmed someone else if they heard violent commands. Conclusion Verbal auditory hallucinations commonly influence physical harm in the early course of psychosis. Hearing commands and/or believing the voice to be omnipotent are strong retrospective-correlative predictors that may aid in the assessment and therapeutic intervention.
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Affiliation(s)
- Cassie M. Hazell
- Department of Psychological Interventions, School of Psychology, University of Surrey, Guildford, GU2 7XH, UK
| | - Sophia Hasapopoulos
- Division of Psychology and Language Sciences, University College London, London, UK
- Harrow and Hillingdon Early Intervention in Psychosis (EIP) Service, London, UK
| | - Jennifer McGowan
- Division of Psychology and Language Sciences, University College London, London, UK
| | - Roman Hamza
- Division of Psychology and Language Sciences, University College London, London, UK
- Harrow and Hillingdon Early Intervention in Psychosis (EIP) Service, London, UK
| | - Zareena Ahmed
- Division of Psychology and Language Sciences, University College London, London, UK
- Harrow and Hillingdon Early Intervention in Psychosis (EIP) Service, London, UK
| | - Ben Gaughan
- Harrow and Hillingdon Early Intervention in Psychosis (EIP) Service, London, UK
| | | | - Amber Gill
- Harrow and Hillingdon Early Intervention in Psychosis (EIP) Service, London, UK
| | - Amber Nomani
- Harrow and Hillingdon Early Intervention in Psychosis (EIP) Service, London, UK
| | - Emily Hickson
- Harrow and Hillingdon Early Intervention in Psychosis (EIP) Service, London, UK
| | - Anjeza Koruni
- Harrow and Hillingdon Early Intervention in Psychosis (EIP) Service, London, UK
| | - Faaisa Islam
- Harrow and Hillingdon Early Intervention in Psychosis (EIP) Service, London, UK
| | - Jonathan Souray
- Harrow and Hillingdon Early Intervention in Psychosis (EIP) Service, London, UK
| | - David Raune
- Harrow and Hillingdon Early Intervention in Psychosis (EIP) Service, London, UK
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Pigoni A, Delvecchio G, Turtulici N, Madonna D, Pietrini P, Cecchetti L, Brambilla P. Machine learning and the prediction of suicide in psychiatric populations: a systematic review. Transl Psychiatry 2024; 14:140. [PMID: 38461283 PMCID: PMC10925059 DOI: 10.1038/s41398-024-02852-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Revised: 02/22/2024] [Accepted: 02/22/2024] [Indexed: 03/11/2024] Open
Abstract
Machine learning (ML) has emerged as a promising tool to enhance suicidal prediction. However, as many large-sample studies mixed psychiatric and non-psychiatric populations, a formal psychiatric diagnosis emerged as a strong predictor of suicidal risk, overshadowing more subtle risk factors specific to distinct populations. To overcome this limitation, we conducted a systematic review of ML studies evaluating suicidal behaviors exclusively in psychiatric clinical populations. A systematic literature search was performed from inception through November 17, 2022 on PubMed, EMBASE, and Scopus following the PRISMA guidelines. Original research using ML techniques to assess the risk of suicide or predict suicide attempts in the psychiatric population were included. An assessment for bias risk was performed using the transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD) guidelines. About 1032 studies were retrieved, and 81 satisfied the inclusion criteria and were included for qualitative synthesis. Clinical and demographic features were the most frequently employed and random forest, support vector machine, and convolutional neural network performed better in terms of accuracy than other algorithms when directly compared. Despite heterogeneity in procedures, most studies reported an accuracy of 70% or greater based on features such as previous attempts, severity of the disorder, and pharmacological treatments. Although the evidence reported is promising, ML algorithms for suicidal prediction still present limitations, including the lack of neurobiological and imaging data and the lack of external validation samples. Overcoming these issues may lead to the development of models to adopt in clinical practice. Further research is warranted to boost a field that holds the potential to critically impact suicide mortality.
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Affiliation(s)
- Alessandro Pigoni
- Social and Affective Neuroscience Group, MoMiLab, IMT School for Advanced Studies Lucca, Lucca, Italy
- Department of Neurosciences and Mental Health, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy
| | - Giuseppe Delvecchio
- Department of Neurosciences and Mental Health, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy
| | - Nunzio Turtulici
- Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy
| | - Domenico Madonna
- Department of Neurosciences and Mental Health, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy
| | - Pietro Pietrini
- MoMiLab, IMT School for Advanced Studies Lucca, Lucca, Italy
| | - Luca Cecchetti
- Social and Affective Neuroscience Group, MoMiLab, IMT School for Advanced Studies Lucca, Lucca, Italy
| | - Paolo Brambilla
- Department of Neurosciences and Mental Health, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy.
- Department of Pathophysiology and Transplantation, University of Milan, Milan, Italy.
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Chen XC, Xu JJ, Yin XT, Qiu YF, Yang R, Wang ZY, Han YW, Wang QK, Zhai JH, Zhang YS, Ran MS, Hu JM. Mediating role of anxiety and impulsivity in the association between child maltreatment and lifetime non-suicidal self-injury with and without suicidal self-injury. J Affect Disord 2024; 347:57-65. [PMID: 37995923 DOI: 10.1016/j.jad.2023.11.080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Revised: 11/13/2023] [Accepted: 11/20/2023] [Indexed: 11/25/2023]
Abstract
BACKGROUND Child maltreatment can increase the risk of lifetime non-suicidal self-injury (NSSI) and suicidal self-injury (SSI), but there is limited knowledge regarding the differences of potentially psychological mechanisms between NSSI with and without SSI. METHODS Participants, 3918 community-based Chinese young men aged 18-34 years in Chengdu, were included in this study. We investigated the association between depression, anxiety, psychosis, child maltreatment, adulthood traumatic events, impulsivity, alcohol dependence, drug abuse, and lifetime of NSSI among participants with and without SSI. Parallel mediation analysis was utilized to explore the mediators for the relation between child maltreatment and NSSI. RESULTS The prevalence of lifetime NSSI was 6.1 % (95 % CI: 5.4 %-6.9 %) among young men. Anxiety and impulsivity partially mediated the effect of child maltreatment on NSSI either with (indirect effect: 51.2 %) or without SSI (indirect effect: 34.3 %). Depression was independently and significantly associated with only NSSI but not with NSSI+SSI. Alcohol dependence and psychosis were independently and significantly associated with NSSI+SSI and mediated the effect of child maltreatment on NSSI+SSI. LIMITATIONS The cross-sectional survey data limits the robustness of the proof to the causal relationships. CONCLUSIONS Anxiety and impulsivity are associated with NSSI either with or without SSI and partially mediate the effect of child maltreatment on NSSI. Depression is associated with only NSSI, while alcohol dependence and psychosis are only associated with NSSI+SSI. It could be crucial to improve treatment and recovery of alcohol dependence and psychosis for preventing young men engaged in NSSI from attempting SSI.
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Affiliation(s)
- Xia-Can Chen
- Institute of Forensic Medicine, West China School of Basic Medical Sciences and Forensic Medicine, Sichuan University, Chengdu, China
| | - Jia-Jun Xu
- Mental Health Center, West China Hospital, Sichuan University, Chengdu, China
| | - Xiao-Tong Yin
- Department of Forensic Psychiatry, West China School of Basic Medical Sciences and Forensic Medicine, Sichuan University, Chengdu, China
| | - Yu-Feng Qiu
- Department of Forensic Psychiatry, West China School of Basic Medical Sciences and Forensic Medicine, Sichuan University, Chengdu, China
| | - Rui Yang
- Department of Forensic Psychiatry, West China School of Basic Medical Sciences and Forensic Medicine, Sichuan University, Chengdu, China
| | - Zi-Ye Wang
- Department of Forensic Psychiatry, West China School of Basic Medical Sciences and Forensic Medicine, Sichuan University, Chengdu, China
| | - Yi-Wei Han
- Department of Forensic Psychiatry, West China School of Basic Medical Sciences and Forensic Medicine, Sichuan University, Chengdu, China
| | - Qi-Kai Wang
- Institute of Forensic Medicine, West China School of Basic Medical Sciences and Forensic Medicine, Sichuan University, Chengdu, China
| | - Jin-Hui Zhai
- Institute of Forensic Medicine, West China School of Basic Medical Sciences and Forensic Medicine, Sichuan University, Chengdu, China
| | - Yu-Shu Zhang
- Institute of Forensic Medicine, West China School of Basic Medical Sciences and Forensic Medicine, Sichuan University, Chengdu, China
| | - Mao-Sheng Ran
- Mental Health Center, West China Hospital, Sichuan University, Chengdu, China.
| | - Jun-Mei Hu
- Department of Forensic Psychiatry, West China School of Basic Medical Sciences and Forensic Medicine, Sichuan University, Chengdu, China.
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Stephan NM, van Sprang ED, Wiebenga JXM, Dickhoff J, Schirmbeck F, de Haan L, van Amelsvoort T, Veling W, Alizadeh BZ, Simons CJP, Heering HD. Risk factors for suicidality across psychosis vulnerability spectrum. Schizophr Res 2023; 261:152-160. [PMID: 37769453 DOI: 10.1016/j.schres.2023.09.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Revised: 06/14/2023] [Accepted: 09/09/2023] [Indexed: 09/30/2023]
Abstract
BACKGROUND Suicide is a leading cause of death in individuals with psychotic disorders. Risk factors for suicidality across the psychosis vulnerability spectrum are insufficiently known. METHODS For patients (n = 830), siblings (n = 664) and controls (n = 444), suicidality was assessed by the use of a clinical interview. Multilevel modelling was used to investigate risk factors of suicidality. Lastly, risk factor × familial risk interaction effects were examined. RESULTS Multivariable models revealed a significant relation between suicidality and depressive symptoms across all three groups, and childhood trauma in patients and siblings. The association between suicidality and psychotic-like experiences is more pronounced in siblings compared to controls. CONCLUSION Across the psychosis vulnerability spectrum, depressive symptoms and childhood trauma have been associated with suicidality. Clinicians should pay attention to suicidality in individuals at high familial risk for psychosis with psychotic-like experiences.
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Affiliation(s)
| | - Eleonore Dorothée van Sprang
- Amsterdam UMC, Location VUMC, Psychiatry, Amsterdam Public Health Research Institute, Amsterdam, the Netherlands
| | - Jasper Xiao Ming Wiebenga
- Amsterdam UMC, Location VUMC, Psychiatry, Amsterdam Public Health Research Institute, Amsterdam, the Netherlands; Amsterdam UMC, Location AMC, Department of Psychiatry, University of Amsterdam, Amsterdam, the Netherlands
| | - Justine Dickhoff
- University of Groningen, University Medical Center Groningen, Department of Biomedical Sciences of Cells and Systems, Cognitive Neuroscience Center, Groningen, the Netherlands
| | - Frederike Schirmbeck
- Amsterdam UMC, Location AMC, Department of Psychiatry, University of Amsterdam, Amsterdam, the Netherlands; Department of Public Mental Health, Central Institute of Mental Health, Faculty Medicine Mannheim, Heidelberg University Mannheim, Germany
| | - Lieuwe de Haan
- Amsterdam UMC, Location AMC, Department of Psychiatry, University of Amsterdam, Amsterdam, the Netherlands; Arkin Mental Health Care, Amsterdam, the Netherlands
| | - Therese van Amelsvoort
- Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, the Netherlands
| | - Wim Veling
- Department of Psychiatry, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Behrooz Z Alizadeh
- Department of Epidemiology, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands; Department of Psychiatry, Rob Giel Research Center, University Medical Center Groningen, University Center for Psychiatry, University of Groningen, Groningen, the Netherlands
| | - Claudia J P Simons
- Department of Psychiatry and Neuropsychology, Maastricht University, Maastricht, the Netherlands
| | - Henriëtte Dorothée Heering
- GGZ inGeest Specialized Mental Health Care, Amsterdam, the Netherlands; Department of Research, 113 Suicide Prevention, the Netherlands.
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Karcher NR, O’Hare K, Jay SY, Grattan R. Strengthening associations between psychotic like experiences and suicidal ideation and behavior across middle childhood and early adolescence. Psychol Med 2023; 53:6002-6010. [PMID: 36268881 PMCID: PMC10195186 DOI: 10.1017/s0033291722003166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND Understanding risk factors related to suicidal ideation (SI) and suicidal behaviors (SB) in youth is important for informing prevention and intervention efforts. While it appears that psychotic-like experiences (PLEs) are strongly associated with both SI and SB at different points across the lifespan, the longitudinal nature of this relationship in middle childhood and early adolescence is understudied. METHODS The study used the unique longitudinal Adolescent Brain Cognitive Development Study data. Mixed effects linear models examined associations between PLEs and SI and SB over time using three time points of data from ages 9-13. RESULTS First, analyses indicated that endorsement of SI and SB increased as youth grew older for those with increased distressing PLEs. Analyses found evidence of bidirectional relationships between PLEs with SI and SB, with evidence that PLEs at baseline were associated with worsening SI and SB over time, including a transition from SI to SB (β = 0.032, FDRp = 0.002). Exploratory analyses showed consistent evidence for strengthened associations over time for higher delusional ideation with both SI and SB (βs > 0.04, FDRps < 0.001), and for perceptual distortions with SB (βs = 0.046, FDRp < 0.001). When accounting for general psychopathology, for SB, the strengthened associations over time was significantly stronger for PLEs (β = 0.053, FDRp < 0.001) compared to general psychopathology (β = 0.022, FDRp = 0.01). CONCLUSIONS The present study indicates both SI and SB show strengthened associations with PLEs over time, and that baseline PLEs may predict worsening of suicidality over time. The findings are important clarifications about the nature of the associations between youth-reported PLEs and suicidality over time.
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Chen SW, Li X, Lang X, Li J, Zhang XY. Metabolic parameters and thyroid hormones in relation to suicide attempts in patients with first-episode and drug-naive major depressive disorder with comorbid glucose disturbances: a large cross-sectional study. Eur Arch Psychiatry Clin Neurosci 2023; 273:199-207. [PMID: 36127506 DOI: 10.1007/s00406-022-01490-w] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/18/2022] [Accepted: 08/29/2022] [Indexed: 12/01/2022]
Abstract
The factors associated with suicide attempts in major depressive disorder (MDD) patients with comorbid glucose disturbances remain unclear. To the best of our knowledge, this is the first study with a large sample size to examine risk factors of suicide attempts in first-episode drug-naïve (FEDN) MDD patients with comorbid glucose disturbances, including clinically relevant factors, metabolic parameters, and thyroid hormone levels. A total of 1718 FEDN MDD patients were enrolled. The Hamilton Depression Scale (HAMD), Hamilton Anxiety Scale (HAMA), and Positive and Negative Syndrome Scale (PANSS) were used to assess the clinical symptoms of patients. Fasting blood glucose, metabolic parameters, and thyroid hormone levels were measured. After controlling for HAMA and HAMD scores, the suicide attempt rate was 1.88 times higher in MDD patients with glucose disturbances than in MDD patients without glucose disturbances. Compared to non-suicide attempters, suicide attempters among the MDD patients with glucose disturbances had higher scores on HAMD and HAMA, PANSS positive symptoms, as well as higher levels of systolic and diastolic blood pressure, TC, LDL-C, thyroid stimulating hormone (TSH), TgAb, and thyroid peroxidases antibody (TPOAb). The combination of positive symptom score, HDL-C, systolic blood pressure, and marital status distinguished suicide attempters from non-suicide attempters. In addition, HAMA score, HAMD score, and TPOAb were associated with the number of suicide attempts in MDD patients with comorbid glucose disturbances. Our results suggest a high incidence of suicide attempts in MDD patients with comorbid glucose disturbances. Several clinically relevant factors, metabolic parameters, and thyroid hormone function have an impact on suicide attempts in MDD patients with comorbid glucose disturbances.
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Affiliation(s)
- Shi Wang Chen
- Institute of Mental Health, Tianjin Anding Hospital, Tianjin, China
| | - Xue Li
- Institute of Mental Health, Tianjin Anding Hospital, Tianjin, China
| | - XiaoE Lang
- Department of Psychiatry, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Jie Li
- Institute of Mental Health, Tianjin Anding Hospital, Tianjin, China
| | - Xiang-Yang Zhang
- Institute of Psychology, Chinese Academy of Science, Department of Psychology, University of Chinese Academy of Sciences, 16 Lincui Road, Chaoyang District, Beijing, 100101, China.
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Scientific and Clinical Abstracts From WOCNext® 2022: Fort Worth, Texas ♦ June 5-8, 2022. J Wound Ostomy Continence Nurs 2022; 49:S1-S99. [PMID: 35639023 DOI: 10.1097/won.0000000000000882] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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