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Adverse childhood experiences leading to narcissistic personality disorder: a case report. 导致自恋型人格障碍的不良童年经历:一份病例报告。
IF 3.4 2区 医学 Q2 PSYCHIATRY Pub Date : 2024-11-22 DOI: 10.1186/s12888-024-06307-9
Allen G Ross, Santosh Giri, Anayochukwu E Anyasodor, Shakeel Mahmood, Feleke H Astawesegn, M Mamun Huda, Kedir Y Ahmed, Utpal K Mondal, Subash Thapa

Background: Narcissistic personality disorder (NPD) is associated with a complex interplay of genetic, neurobiological, and environmental factors. In this case report, we discuss the association between adverse childhood experiences (ACEs) and the development of NPD in adulthood.

Case presentation: Here, we report a clinical case of NPD to illustrate how ACEs, particularly physical and emotional neglect, combined with early life parental overvaluation, can impair emotional regulation and self-worth, contributing to the development of narcissistic traits. We analyse, in light of existing literature, how ACEs are associated with a wide spectrum of personality disorders, how parental overvaluation is linked to grandiose narcissism, and how childhood neglect and abuse are associated with vulnerable narcissism.

Conclusion: ACEs are the primary risk factor for the development of NPD in adulthood. Dysfunctional household environments and parenting practices compound the association between ACEs and pathological narcissism. It is important to address childhood trauma for the prevention and treatment of NPD. Further research is necessary to clarify how individual factors influence the relationship between ACEs and pathological narcissism.

背景:自恋型人格障碍(NPD自恋型人格障碍(NPD)与遗传、神经生物学和环境因素的复杂相互作用有关。在本病例报告中,我们讨论了童年不良经历(ACE)与成年后 NPD 发展之间的关联:在此,我们报告一例 NPD 临床病例,以说明 ACE(尤其是身体和情感上的忽视)如何与早年父母的过高评价相结合,损害情绪调节和自我价值,从而导致自恋特质的形成。我们根据现有文献,分析了ACE如何与多种人格障碍相关联,父母的过高评价如何与自大自恋相关联,以及童年忽视和虐待如何与脆弱自恋相关联:结论:ACE 是成年后罹患 NPD 的主要风险因素。功能失调的家庭环境和养育方式加剧了 ACE 与病态自恋之间的联系。解决童年创伤问题对于预防和治疗 NPD 非常重要。有必要开展进一步研究,以明确个人因素如何影响 ACE 与病态自恋之间的关系。
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引用次数: 0
Exploring the association between childhood trauma and limbic system subregion volumes in healthy individuals: a neuroimaging study. 探索健康人童年创伤与边缘系统亚区体积之间的关联:一项神经影像学研究。
IF 3.4 2区 医学 Q2 PSYCHIATRY Pub Date : 2024-11-22 DOI: 10.1186/s12888-024-06306-w
Shaojia Lu, Yuwei Xu, Dong Cui, Shaohua Hu, Manli Huang, Lingjiang Li, Lei Zhang

Background: Childhood trauma (CT) is a major risk factor for psychiatric disorders. Emotional and cognitive functions are often affected in many psychiatric conditions, and these functions are mediated by the limbic system. However, previous research has primarily focused on patient populations. Therefore, we aim to examine the impact of CT on the limbic brain structure in healthy individuals.

Methods: We enrolled 48 individuals in health, evenly split into two groups: 24 healthy participants with CT (HP-CT) and 24 healthy participants without CT (HP-nCT). They underwent scale assessments and MRI data acquisition. Comparisons between the two groups were performed after subcortical subregion volume segmentation using FreeSufer. Lastly, we examined correlations between volume changes and scale scores.

Results: We found that HP-CT group had smaller volumes in several subregions of the hippocampus, amygdala, and cortical limbic structures, including the subiculum (Sub) head and body, cornu ammonis (CA)1 head, molecular layer (ML) head, granule cell layer of the dentate gyrus (GC-ML-DG) body, CA4 body, fimbria, hippocampus-amygdala transition area (HATA), whole hippocampus head and body, whole hippocampus, basal nucleus (Ba), accessory basal nucleus (AB), cortico-amygdaloid transition area (CAT), paralaminar nucleus (PL) of the left hemisphere; and hippocampal tail, presubiculum (PreSub) body, and basal forebrain of the right hemisphere. Volume changes in the CA4 body and GC-ML-DG body were correlated with sexual abuse. Changes in the volume of the right basal forebrain were linked to emotional neglect. However, these findings were not significant after correction for multiple comparisons.

Conclusion: CT impacts multiple structures of the limbic system, including the hippocampus, and amygdala. This also suggests that region-specific changes within the limbic system can serve as clinical biomarkers supporting cross-diagnostic psychiatric illnesses.

背景:童年创伤(CT)是精神疾病的一个主要风险因素。许多精神病患者的情绪和认知功能经常受到影响,而这些功能是由边缘系统介导的。然而,以往的研究主要集中于患者群体。因此,我们旨在研究 CT 对健康人边缘脑结构的影响:方法:我们招募了 48 名健康人,平均分为两组:24 名使用 CT 的健康人(HP-CT)和 24 名未使用 CT 的健康人(HP-nCT)。他们接受了量表评估和磁共振成像数据采集。使用 FreeSufer 进行皮层下亚区体积分割后,对两组进行比较。最后,我们研究了体积变化与量表评分之间的相关性:结果:我们发现,HP-CT 组海马、杏仁核和皮层边缘结构的多个亚区体积较小,包括亚丘(Sub)头和体、粟突(CA)1 头、分子层(ML)头、齿状回颗粒细胞层(GC-ML-DG)体、CA4 体、边缘区、杏仁核和皮层边缘结构、CA4 体部、边缘区、海马-杏仁核过渡区(HATA)、整个海马头部和身体、整个海马、基底核(Ba)、附属基底核(AB)、皮质-杏仁核过渡区(CAT)、左半球旁核(PL);以及右半球的海马尾部、前ubiculum(PreSub)体和基底前脑。CA4 体和 GC-ML-DG 体的体积变化与性虐待有关。右侧基底前脑的体积变化与情感忽视有关。然而,这些发现在校正多重比较后并不显著:结论:CT 影响边缘系统的多个结构,包括海马和杏仁核。结论:CT 影响边缘系统的多个结构,包括海马体和杏仁核,这也表明边缘系统内特定区域的变化可作为临床生物标志物,支持交叉诊断精神疾病。
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引用次数: 0
Suicide-related risk among patients using branded and generic fluoxetine: a propensity score-matched, new-user design in Taiwan. 使用品牌氟西汀和非专利氟西汀的患者的自杀相关风险:在台湾进行的倾向得分匹配新用户设计。
IF 3.4 2区 医学 Q2 PSYCHIATRY Pub Date : 2024-11-22 DOI: 10.1186/s12888-024-06293-y
Cong-Wei Zheng, Yu-Chieh Huang, Yuan-Liang Wen, Hui-Wen Yang, Sheng-Yin To, Li-Ting Kao

Background: To date, the clinical equivalence between branded and generic medications remains debate and may sometimes be a reason why psychiatrists are hesitant to prescribe generic medications. Depression is recognized to exacerbate suicide risk globally and selective serotonin reuptake inhibitors, such as fluoxetine are common treatment options. Therefore, this study aimed to explores differences in suicidal risks between users of branded and generic fluoxetine in Taiwan.

Methods: This cohort study used Taiwan Longitudinal Health Insurance Database, encompassing 2 million individuals covered by National Health Insurance (NHI) program. The full cohort consisted of 32,298 fluoxetine new users. Then, 7,380 branded and 7,380 propensity score matched (PSM) generic fluoxetine new users were identified. The study further utilized Cox proportional hazards models to assess risk of 5-year suicidal ideation, suicide mortality, and all-cause mortality.

Results: The study revealed that the adjusted hazard ratios (HRs) for suicidal ideation, suicide mortality and all-cause mortality in branded users were 0.766 (95% CI, 0.497 - 1.181), 0.660 (95% CI, 0.447 - 0.975), and 0.942 (95% CI, 0.849 - 1.045), respectively, when compared with matched generic fluoxetine users. Stratified and sensitivity analyses showed the lower risk of suicide mortality in specific subgroups, such as male (adjusted HRs = 0.536, 95% CI = 0.306-0.939) and young branded users (adjusted HRs = 0.549, 95% CI = 0.334-0.904).

Conclusion: This study observed trends in the prevention effects of suicide-related risks. However, only suicide mortality was statistically significant, especially in males and those aged < 40 years. These insights may assist clinicians and policymakers in decision-making.

Clinical trial number: NA (This study is a cohort study utilizing the national health insurance database, not a clinical trial).

背景:迄今为止,品牌药和非专利药之间的临床等效性仍存在争议,有时这可能是精神科医生不愿开具非专利药处方的原因。抑郁症被认为会在全球范围内加剧自杀风险,而选择性血清素再摄取抑制剂(如氟西汀)是常见的治疗选择。因此,本研究旨在探讨台湾使用品牌和非专利氟西汀的患者自杀风险的差异:这项队列研究使用了台湾纵向健康保险数据库,该数据库涵盖了参加国民健康保险(NHI)计划的 200 万人。整个队列包括 32,298 名氟西汀新用户。然后,又确定了 7380 名品牌氟西汀新用户和 7380 名倾向得分匹配(PSM)的非专利氟西汀新用户。研究进一步利用考克斯比例危险模型评估了5年自杀意念、自杀死亡率和全因死亡率的风险:研究显示,与匹配的普通氟西汀使用者相比,品牌使用者的自杀意念、自杀死亡率和全因死亡率的调整危险比(HRs)分别为 0.766(95% CI,0.497 - 1.181)、0.660(95% CI,0.447 - 0.975)和 0.942(95% CI,0.849 - 1.045)。分层和敏感性分析表明,特定亚组的自杀死亡风险较低,如男性(调整后HRs = 0.536,95% CI = 0.306-0.939)和年轻的品牌使用者(调整后HRs = 0.549,95% CI = 0.334-0.904):本研究观察到了预防自杀相关风险的效果趋势。结论:本研究观察到了预防自杀相关风险的效果趋势,但只有自杀死亡率具有统计学意义,尤其是在男性和年龄较大的人群中:NA(本研究是一项利用国家健康保险数据库进行的队列研究,并非临床试验)。
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引用次数: 0
Comorbid anxiety, loneliness, and chronic pain as predictors of intervention outcomes for subclinical depressive symptoms in older adults: evidence from a large community-based study in Hong Kong. 作为亚临床抑郁症状干预结果预测因素的老年人合并焦虑、孤独和慢性疼痛:来自香港一项大型社区研究的证据。
IF 3.4 2区 医学 Q2 PSYCHIATRY Pub Date : 2024-11-21 DOI: 10.1186/s12888-024-06281-2
Stephanie Ming Yin Wong, Dara Kiu Yi Leung, Tianyin Liu, Zuna Loong Yee Ng, Gloria Hoi Yan Wong, Wai Chi Chan, Terry Yat Sing Lum

Background: Depression is among the leading causes of the global burden of disease and is associated with substantial morbidity in old age. The importance of providing timely intervention, particularly those with subclinical symptoms, has thus increasingly been emphasised. Despite their overall effectiveness, a small but notable subgroup tends to be less responsive to interventions. Identifying predictors of non-remission and non-response is critical to inform future strategies for optimising intervention outcomes.

Methods: A total of 4153 older adults aged 60 years and above with subclinical depressive symptoms (Patient Health Questionnaire-9 [PHQ-9] = 5-19) were recruited from JC JoyAge, a large-scale collaborative stepped-care intervention service across Hong Kong. A wide range of clinical and modifiable risk and protective factors at baseline were assessed, including depressive symptoms, anxiety symptoms, loneliness, suicidal ideation, cognitive capacity, multimorbidity, chronic pain, need for informal care due to mental health reasons, history of abuse, and sociodemographic characteristics. Separate multivariable logistic regression models were applied to identify predictors of non-remission (PHQ-9 ≥ 5) and non-response (< 50% reduction in PHQ-9) following intervention.

Results: The rates of non-remission and non-response were 18.9% (n = 784) and 23.0% (n = 956), respectively. Comorbid anxiety symptoms (adjusted odds ratio [aOR] = 2.08, CI = 1.72-2.51; 1.28, 1.05-1.57), loneliness (2.00, 1.66-2.42; 1.67, 1.38-2.01), need for informal care (1.86, 1.49-2.33; 1.48, 1.18-1.85), lower cognitive capacity (0.95, 0.93-0.97; 0.94, 0.92-0.96), and absence of chronic pain (0.59, 0.48-0.72; 0.76, 0.64-0.91) predicted both non-remission and non-response. Meanwhile, moderate-to-severe depressive symptoms predicted higher odds of non-remission (1.41, 1.18-1.69) and lower odds of non-response (0.28, 0.23-0.34), respectively. Subgroup analyses conducted separately in older adults with mild and moderate-to-severe depressive symptoms at baseline revealed that comorbid anxiety, loneliness, need for informal care, and absence of chronic pain were consistent predictors of non-remission. Those with non-remission and non-response showed more depression-related functional impairments and poorer health-related quality of life post-intervention.

Conclusions: Older adults with subclinical depressive symptoms showing comorbid anxiety, higher loneliness, need for informal care, and chronic pain may be offered more targeted interventions in future services. A personalised risk-stratification approach may be helpful.

Trial registration: ClinicalTrials.gov identifiers: NCT03593889 (registered 29 May 2018), NCT04863300 (registered 23 April 2021).

背景:抑郁症是造成全球疾病负担的主要原因之一,并与老年期的大量发病率有关。因此,及时干预的重要性日益受到重视,尤其是对那些有亚临床症状的患者。尽管干预措施总体有效,但仍有一小部分患者对干预措施的反应较差。确定不缓解和不响应的预测因素对于未来优化干预结果的策略至关重要:方法:研究人员从JC JoyAge招募了4153名60岁及以上、有亚临床抑郁症状(患者健康问卷-9 [PHQ-9] = 5-19)的老年人。研究人员评估了基线时的一系列临床和可改变的风险和保护因素,包括抑郁症状、焦虑症状、孤独感、自杀倾向、认知能力、多病共患、慢性疼痛、因精神健康原因需要非正式护理、虐待史和社会人口学特征。分别采用多变量逻辑回归模型来确定未缓解(PHQ-9 ≥ 5)和未应答的预测因素(结果:未缓解率和未应答率分别为 18.9%(n = 784)和 23.0%(n = 956)。合并焦虑症状(调整后的几率比 [aOR] = 2.08,CI = 1.72-2.51;1.28,1.05-1.57)、孤独感(2.00,1.66-2.42;1.67,1.38-2.01)、对非正式护理的需求(1.86,1.49-2.1.86,1.49-2.33;1.48,1.18-1.85)、认知能力较低(0.95,0.93-0.97;0.94,0.92-0.96)和无慢性疼痛(0.59,0.48-0.72;0.76,0.64-0.91)均可预测无缓解和无反应。同时,中重度抑郁症状分别预示着更高的未缓解几率(1.41,1.18-1.69)和更低的未应答几率(0.28,0.23-0.34)。对基线抑郁症状为轻度和中度至重度的老年人分别进行的分组分析表明,合并焦虑、孤独、需要非正式护理和无慢性疼痛是预测未缓解的一致因素。未缓解和未响应者在干预后表现出更多与抑郁相关的功能障碍和更差的健康相关生活质量:结论:具有亚临床抑郁症状的老年人,如果同时伴有焦虑、较高的孤独感、对非正式护理的需求以及慢性疼痛,则可在未来的服务中提供更有针对性的干预。个性化的风险分级方法可能会有所帮助:试验注册:ClinicalTrials.gov identifiers:NCT03593889(2018年5月29日注册)、NCT04863300(2021年4月23日注册)。
{"title":"Comorbid anxiety, loneliness, and chronic pain as predictors of intervention outcomes for subclinical depressive symptoms in older adults: evidence from a large community-based study in Hong Kong.","authors":"Stephanie Ming Yin Wong, Dara Kiu Yi Leung, Tianyin Liu, Zuna Loong Yee Ng, Gloria Hoi Yan Wong, Wai Chi Chan, Terry Yat Sing Lum","doi":"10.1186/s12888-024-06281-2","DOIUrl":"10.1186/s12888-024-06281-2","url":null,"abstract":"<p><strong>Background: </strong>Depression is among the leading causes of the global burden of disease and is associated with substantial morbidity in old age. The importance of providing timely intervention, particularly those with subclinical symptoms, has thus increasingly been emphasised. Despite their overall effectiveness, a small but notable subgroup tends to be less responsive to interventions. Identifying predictors of non-remission and non-response is critical to inform future strategies for optimising intervention outcomes.</p><p><strong>Methods: </strong>A total of 4153 older adults aged 60 years and above with subclinical depressive symptoms (Patient Health Questionnaire-9 [PHQ-9] = 5-19) were recruited from JC JoyAge, a large-scale collaborative stepped-care intervention service across Hong Kong. A wide range of clinical and modifiable risk and protective factors at baseline were assessed, including depressive symptoms, anxiety symptoms, loneliness, suicidal ideation, cognitive capacity, multimorbidity, chronic pain, need for informal care due to mental health reasons, history of abuse, and sociodemographic characteristics. Separate multivariable logistic regression models were applied to identify predictors of non-remission (PHQ-9 ≥ 5) and non-response (< 50% reduction in PHQ-9) following intervention.</p><p><strong>Results: </strong>The rates of non-remission and non-response were 18.9% (n = 784) and 23.0% (n = 956), respectively. Comorbid anxiety symptoms (adjusted odds ratio [aOR] = 2.08, CI = 1.72-2.51; 1.28, 1.05-1.57), loneliness (2.00, 1.66-2.42; 1.67, 1.38-2.01), need for informal care (1.86, 1.49-2.33; 1.48, 1.18-1.85), lower cognitive capacity (0.95, 0.93-0.97; 0.94, 0.92-0.96), and absence of chronic pain (0.59, 0.48-0.72; 0.76, 0.64-0.91) predicted both non-remission and non-response. Meanwhile, moderate-to-severe depressive symptoms predicted higher odds of non-remission (1.41, 1.18-1.69) and lower odds of non-response (0.28, 0.23-0.34), respectively. Subgroup analyses conducted separately in older adults with mild and moderate-to-severe depressive symptoms at baseline revealed that comorbid anxiety, loneliness, need for informal care, and absence of chronic pain were consistent predictors of non-remission. Those with non-remission and non-response showed more depression-related functional impairments and poorer health-related quality of life post-intervention.</p><p><strong>Conclusions: </strong>Older adults with subclinical depressive symptoms showing comorbid anxiety, higher loneliness, need for informal care, and chronic pain may be offered more targeted interventions in future services. A personalised risk-stratification approach may be helpful.</p><p><strong>Trial registration: </strong>ClinicalTrials.gov identifiers: NCT03593889 (registered 29 May 2018), NCT04863300 (registered 23 April 2021).</p>","PeriodicalId":9029,"journal":{"name":"BMC Psychiatry","volume":"24 1","pages":"839"},"PeriodicalIF":3.4,"publicationDate":"2024-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11580345/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142686007","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}
引用次数: 0
Association between interpersonal resources and mental health professional help-seeking among Chinese adolescents with probable depression: mediations via personal resources and active coping. 中国疑似抑郁症青少年的人际资源与心理健康专业人员求助之间的关系:个人资源和积极应对的中介作用。
IF 3.4 2区 医学 Q2 PSYCHIATRY Pub Date : 2024-11-21 DOI: 10.1186/s12888-024-06271-4
Hui Lu, Yanqiu Yu, Deborah Baofeng Wang, Anise M S Wu, Juliet Honglei Chen, Guohua Zhang, Yili Wu, Joseph T F Lau

Background: Globally, adolescent depression is prevalent. There is, however, a dearth of studies investigating behavioral intention to professional help-seeking regarding mental health problems among adolescents having probable depression. Based on the Stress Coping Theory, the hypothesis that personal resources and active coping would mediate between interpersonal resources and behavioral intention to professional help-seeking was investigated.

Methods: Students from five junior middle schools, three senior high schools, and one vocational school were selected to participate in the survey from February to March 2022 via convenient sampling. The questionnaire collected participants' characteristics, depression, peer acceptance/support, resilience, self-compassion, active coping, and behavioral intention to professional help-seeking. The final sample included 1,425 Chinese adolescents having probable depression (Patient Health Questionnaire score ≥ 10). SPSS 23.0 and Mplus 8.3 were employed to analyze the data.

Results: The prevalence of behavioral intention to professional help-seeking was 15.4%. Adjusted for background factors, peer acceptance, resilience, self-compassion, and active coping were significantly associated with behavioral intention to professional help-seeking (ORa ranged from 1.05 to 1.31). The indirect effects via active coping (β = 0.020) and a serial indirect effect via personal resources and active coping (β = 0.029) were statistically significant. The direct effect from interpersonal resources to behavioral intention to professional help-seeking was non-significant.

Conclusion: The prevalence of behavioral intention to professional help-seeking among adolescents with probable depression was low and might render early detection/intervention ineffective. It is important to increase the intention to seek help from professionals. One possibility is to enhance interpersonal/personal resources and active coping.

背景:在全球范围内,青少年抑郁症十分普遍。然而,对可能患有抑郁症的青少年就心理健康问题寻求专业帮助的行为意向进行调查的研究却很少。基于压力应对理论,研究假设个人资源和积极应对将在人际资源和专业求助行为意向之间起到中介作用:方法:2022 年 2 月至 3 月,通过方便抽样的方式,选取了 5 所初中、3 所高中和 1 所职业学校的学生参与调查。问卷收集了参与者的特征、抑郁、同伴接纳/支持、复原力、自我同情、积极应对和专业求助行为意向。最终样本包括1425名可能患有抑郁症(患者健康问卷得分≥10分)的中国青少年。采用 SPSS 23.0 和 Mplus 8.3 对数据进行分析:结果:青少年寻求专业帮助的行为意向发生率为 15.4%。经背景因素调整后,同伴接纳、复原力、自我同情和积极应对与寻求专业帮助的行为意向显著相关(ORa 在 1.05 至 1.31 之间)。通过积极应对产生的间接效应(β = 0.020)以及通过人际资源和积极应对产生的连续间接效应(β = 0.029)在统计学上具有重要意义。人际资源对专业求助行为意向的直接效应不明显:结论:在可能患有抑郁症的青少年中,寻求专业帮助的行为意向发生率较低,可能导致早期发现/干预无效。提高向专业人士寻求帮助的意愿非常重要。其中一种可能是加强人际/个人资源和积极应对。
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引用次数: 0
Predicting suicidal behavior outcomes: an analysis of key factors and machine learning models. 预测自杀行为的结果:关键因素和机器学习模型分析。
IF 3.4 2区 医学 Q2 PSYCHIATRY Pub Date : 2024-11-21 DOI: 10.1186/s12888-024-06273-2
Mohammad Bazrafshan, Kourosh Sayehmiri

Background: Suicidal behaviors, which may lead to death (suicide) or survival (suicide attempt), are influenced by various factors. Identifying the specific risk factors for suicidal behavior mortality is critical for improving prevention strategies and clinical interventions. Predicting the outcomes of suicidal behaviors can help identify individuals at higher risk of death, enabling timely and targeted interventions. This study aimed to determine the critical risk factors associated with suicidal behavior mortality and identify an effective classification model for predicting suicidal behavior outcomes.

Materials and methods: This study utilized data recorded in the suicidal behavior registry system of hospitals in Ilam Province. In the first phase, duplicate records were removed, and the data was numerically encoded via Python version 3.11; then, the data was analyzed using chi-square and Fisher's exact tests in SPSS version 22 software to identify the factors influencing suicidal behavior mortality. In the second phase, missing data were removed, and the dataset was standardized. Five binary classification algorithms were utilized, including Random Forest, Logistic Regression, and Decision Trees, with hyperparameters optimized using the area under the receiver operating characteristic curve (AUC) and F1 score metrics. These models were compared based on accuracy, recall, precision, F1 score, and AUC.

Results: Among 3833 cases of suicidal behavior in various hospitals in Ilam Province, the results indicated that the method of suicidal behavior (P < 0.001), reason for suicidal behavior (P < 0.001), age group (P < 0.001), education level (P < 0.001), marital status (P = 0.004), and employment status (P = 0.042) were significantly associated with suicide. Variables such as the season of suicidal behavior, gender, father's education, and mother's education were not significantly related to suicidal behavior mortality. Furthermore, the random forest model demonstrated the highest area under the ROC curve (0.79) and the highest classification accuracy and F1 score on both the training data (0.85 and 0.2, respectively) and test data (0.86 and 0.31, respectively) for predicting suicidal behaviors outcomes among the models tested.

Conclusion: This study identified key factors such as older age, lower education, divorce or widowhood, employment, physical methods, and socioeconomic issues as significant predictors of suicidal behavior outcomes. A combination of statistical models for feature selection and machine learning algorithms for prediction was used, with Random Forest showing the best performance. This approach highlights the potential of integrating statistical methods with machine learning to improve suicide risk prediction and intervention strategies.

背景:自杀行为可能导致死亡(自杀)或存活(自杀未遂),而自杀行为受多种因素影响。确定自杀行为致死的具体风险因素对于改进预防策略和临床干预措施至关重要。预测自杀行为的结果有助于识别死亡风险较高的个体,从而及时采取有针对性的干预措施。本研究旨在确定与自杀行为死亡率相关的关键风险因素,并确定预测自杀行为结果的有效分类模型:本研究利用伊拉姆省医院自杀行为登记系统中记录的数据。第一阶段,删除重复记录,并通过 Python 3.11 版对数据进行数字编码;然后,在 SPSS 22 版软件中使用卡方检验和费雪精确检验对数据进行分析,以确定影响自杀行为死亡率的因素。第二阶段,剔除缺失数据,并对数据集进行标准化处理。使用了五种二元分类算法,包括随机森林、逻辑回归和决策树,并使用接收者操作特征曲线下面积(AUC)和 F1 分数指标对超参数进行了优化。根据准确率、召回率、精确度、F1 分数和 AUC 对这些模型进行了比较:在伊拉姆省多家医院的 3833 个自杀行为病例中,结果表明自杀行为的方法(P 结论:该研究发现了一些关键因素,如年龄较大、自杀行为的发生率较高,而年龄较小的自杀行为发生率较低:本研究发现,年龄较大、教育程度较低、离婚或丧偶、就业、身体方法和社会经济问题等关键因素是自杀行为结果的重要预测因素。研究结合使用了用于特征选择的统计模型和用于预测的机器学习算法,其中随机森林算法表现最佳。这种方法凸显了将统计方法与机器学习相结合以改进自杀风险预测和干预策略的潜力。
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引用次数: 0
Association between Weight-Adjusted Waist Index and Depression in NAFLD: the modulating roles of sex and BMI. 非酒精性脂肪肝患者的体重调整腰围指数与抑郁之间的关系:性别和体重指数的调节作用。
IF 3.4 2区 医学 Q2 PSYCHIATRY Pub Date : 2024-11-20 DOI: 10.1186/s12888-024-06308-8
Jingwen Zhang, Yan Wang, Sunkui Ke, Tianyu Xie, Lijun Liu, Xiaoyu Fu, Chenhao Wang, Xiao Huang

Background: The Weight-Adjusted Waist Index (WWI) is a novel indicator of obesity that accurately reflects body composition. However, the association between WWI and depression in patients with non-alcoholic fatty liver disease (NAFLD) remains unclear. This study aims to explore this relationship through a nationally representative cross-sectional analysis.

Methods: This study included adult participants diagnosed with NAFLD from NHANES 2017-2020. WWI was calculated as the waist circumference (cm) divided by the square root of body weight (kg). NAFLD diagnosis relied on vibration-controlled transient elastography (VCTE) with a controlled attenuation parameter (CAP) exceeding 248 dB/m to indicate hepatic steatosis. Depression was assessed using the Patient Health Questionnaire-9 (PHQ-9), with scores ≥ 10 indicating the presence of major depression.

Results: After adjusting for all covariates, a significant positive association was found between WWI and depression in NAFLD (OR = 1.725, 95% CI: 1.442-2.063, p < 0.00001), with a dose-response relationship indicated by restricted cubic spline analysis. The association was stronger in men and lean/normal weight NAFLD patients. Adjusting further for BMI did not alter these findings (OR = 1.643, 95% CI: 1.357-1.989, p < 0.00001). BMI's association with depression was negated after adjusting for WWI.

Conclusions: WWI had a positive association with depression in NAFLD, independent of BMI. This association was more pronounced in men and lean/normal weight NAFLD. These findings suggest that WWI may be a novel indicator of depression in NAFLD and potentially valuable in depression prevention.

背景:体重调整腰围指数(WWI)是一种新的肥胖指标,能准确反映身体组成。然而,非酒精性脂肪肝(NAFLD)患者的WWI与抑郁之间的关系仍不清楚。本研究旨在通过一项具有全国代表性的横断面分析来探讨这种关系:本研究纳入了 2017-2020 年 NHANES 中确诊为非酒精性脂肪肝的成年参与者。WWI的计算方法是腰围(厘米)除以体重(千克)的平方根。非酒精性脂肪肝的诊断依赖于振动控制瞬态弹性成像(VCTE),受控衰减参数(CAP)超过 248 dB/m 则表明肝脏脂肪变性。抑郁采用患者健康问卷-9(PHQ-9)进行评估,得分≥10分表示存在重度抑郁:结果:对所有协变量进行调整后发现,WWI 与非酒精性脂肪肝患者的抑郁之间存在显著的正相关(OR = 1.725,95% CI:1.442-2.063,P 结论:WWI 与非酒精性脂肪肝患者的抑郁之间存在显著的正相关:WWI与非酒精性脂肪肝患者的抑郁呈正相关,与体重指数无关。这种关联在男性和瘦/正常体重的非酒精性脂肪肝患者中更为明显。这些研究结果表明,WWI 可能是反映非酒精性脂肪肝患者抑郁情况的一个新指标,在预防抑郁方面具有潜在价值。
{"title":"Association between Weight-Adjusted Waist Index and Depression in NAFLD: the modulating roles of sex and BMI.","authors":"Jingwen Zhang, Yan Wang, Sunkui Ke, Tianyu Xie, Lijun Liu, Xiaoyu Fu, Chenhao Wang, Xiao Huang","doi":"10.1186/s12888-024-06308-8","DOIUrl":"10.1186/s12888-024-06308-8","url":null,"abstract":"<p><strong>Background: </strong>The Weight-Adjusted Waist Index (WWI) is a novel indicator of obesity that accurately reflects body composition. However, the association between WWI and depression in patients with non-alcoholic fatty liver disease (NAFLD) remains unclear. This study aims to explore this relationship through a nationally representative cross-sectional analysis.</p><p><strong>Methods: </strong>This study included adult participants diagnosed with NAFLD from NHANES 2017-2020. WWI was calculated as the waist circumference (cm) divided by the square root of body weight (kg). NAFLD diagnosis relied on vibration-controlled transient elastography (VCTE) with a controlled attenuation parameter (CAP) exceeding 248 dB/m to indicate hepatic steatosis. Depression was assessed using the Patient Health Questionnaire-9 (PHQ-9), with scores ≥ 10 indicating the presence of major depression.</p><p><strong>Results: </strong>After adjusting for all covariates, a significant positive association was found between WWI and depression in NAFLD (OR = 1.725, 95% CI: 1.442-2.063, p < 0.00001), with a dose-response relationship indicated by restricted cubic spline analysis. The association was stronger in men and lean/normal weight NAFLD patients. Adjusting further for BMI did not alter these findings (OR = 1.643, 95% CI: 1.357-1.989, p < 0.00001). BMI's association with depression was negated after adjusting for WWI.</p><p><strong>Conclusions: </strong>WWI had a positive association with depression in NAFLD, independent of BMI. This association was more pronounced in men and lean/normal weight NAFLD. These findings suggest that WWI may be a novel indicator of depression in NAFLD and potentially valuable in depression prevention.</p>","PeriodicalId":9029,"journal":{"name":"BMC Psychiatry","volume":"24 1","pages":"838"},"PeriodicalIF":3.4,"publicationDate":"2024-11-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11580667/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142680583","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}
引用次数: 0
Regional homogeneity patterns reveal the genetic and neurobiological basis of State-Trait Anxiety. 区域同质性模式揭示了状态-特质焦虑的遗传和神经生物学基础。
IF 3.4 2区 医学 Q2 PSYCHIATRY Pub Date : 2024-11-20 DOI: 10.1186/s12888-024-06291-0
Yuanhao Li, Su Yan, Jia Li, Yuanyuan Qin, Li Li, Nanxi Shen, Yan Xie, Dong Liu, Jicheng Fang, Tian Tian, Wenzhen Zhu

Objective: State anxiety and trait anxiety are differentially mapped in brain function. However, the genetic and neurobiological basis of anxiety-related functional changes remain largely unknown.

Methods: Participants aged 18-30 from the community underwent resting-state fMRI and were assessed with the State-Trait Anxiety Inventory. Using a general linear regression model, we analyzed the effects of state and trait anxiety, as well as their sum and difference (delta), on regional homogeneity (ReHo) in cortical areas. ReHo patterns denote the spatial distribution of ReHo associated with anxiety scores. We further explored the spatial correlations between ReHo patterns and neuromaps, including gene expression, neurotransmitter receptor density, myelination, and functional connectivity gradients, to elucidate the genetic and molecular substrates of these ReHo patterns.

Results: Our findings demonstrated robust spatial correlations between whole-brain ReHo patterns for state and trait anxiety, with trait anxiety and the delta value exhibiting stronger network correlations, notably in the dorsal attention, salience, visual, and sensorimotor networks. Genes highly correlated with ReHo patterns exhibited unique spatiotemporal expression patterns, involvement in oxidative stress, metabolism, and response to stimuli, and were expressed in specific cell types. Furthermore, ReHo patterns significantly correlated with neuromaps of neurotransmitter receptor density, myelination, and functional connectivity gradients.

Conclusions: The ReHo patterns associated with anxiety may be driven by genetic and neurobiological traits. Our findings contribute to a deeper understanding of the pathogenesis of anxiety from a genetic and molecular perspective.

目的状态焦虑和特质焦虑在大脑功能上有不同的映射。然而,焦虑相关功能变化的遗传学和神经生物学基础在很大程度上仍是未知的:方法:对来自社区的 18-30 岁参与者进行静息态 fMRI 检查,并使用状态-特质焦虑量表进行评估。我们使用一般线性回归模型分析了状态焦虑和特质焦虑及其总和与差值(delta)对大脑皮层区域同质性(ReHo)的影响。ReHo模式表示与焦虑评分相关的ReHo的空间分布。我们进一步探讨了ReHo模式与神经图谱(包括基因表达、神经递质受体密度、髓鞘化和功能连接梯度)之间的空间相关性,以阐明这些ReHo模式的遗传和分子基础:结果:我们的研究结果表明,状态焦虑和特质焦虑的全脑ReHo模式之间存在很强的空间相关性,特质焦虑和delta值表现出更强的网络相关性,尤其是在背侧注意力、显著性、视觉和感觉运动网络中。与 ReHo 模式高度相关的基因表现出独特的时空表达模式,参与氧化应激、新陈代谢和对刺激的反应,并在特定细胞类型中表达。此外,ReHo模式与神经递质受体密度、髓鞘化和功能连接梯度的神经图谱有明显的相关性:结论:与焦虑相关的ReHo模式可能是由遗传和神经生物学特征驱动的。我们的发现有助于从遗传和分子角度加深对焦虑症发病机制的理解。
{"title":"Regional homogeneity patterns reveal the genetic and neurobiological basis of State-Trait Anxiety.","authors":"Yuanhao Li, Su Yan, Jia Li, Yuanyuan Qin, Li Li, Nanxi Shen, Yan Xie, Dong Liu, Jicheng Fang, Tian Tian, Wenzhen Zhu","doi":"10.1186/s12888-024-06291-0","DOIUrl":"10.1186/s12888-024-06291-0","url":null,"abstract":"<p><strong>Objective: </strong>State anxiety and trait anxiety are differentially mapped in brain function. However, the genetic and neurobiological basis of anxiety-related functional changes remain largely unknown.</p><p><strong>Methods: </strong>Participants aged 18-30 from the community underwent resting-state fMRI and were assessed with the State-Trait Anxiety Inventory. Using a general linear regression model, we analyzed the effects of state and trait anxiety, as well as their sum and difference (delta), on regional homogeneity (ReHo) in cortical areas. ReHo patterns denote the spatial distribution of ReHo associated with anxiety scores. We further explored the spatial correlations between ReHo patterns and neuromaps, including gene expression, neurotransmitter receptor density, myelination, and functional connectivity gradients, to elucidate the genetic and molecular substrates of these ReHo patterns.</p><p><strong>Results: </strong>Our findings demonstrated robust spatial correlations between whole-brain ReHo patterns for state and trait anxiety, with trait anxiety and the delta value exhibiting stronger network correlations, notably in the dorsal attention, salience, visual, and sensorimotor networks. Genes highly correlated with ReHo patterns exhibited unique spatiotemporal expression patterns, involvement in oxidative stress, metabolism, and response to stimuli, and were expressed in specific cell types. Furthermore, ReHo patterns significantly correlated with neuromaps of neurotransmitter receptor density, myelination, and functional connectivity gradients.</p><p><strong>Conclusions: </strong>The ReHo patterns associated with anxiety may be driven by genetic and neurobiological traits. Our findings contribute to a deeper understanding of the pathogenesis of anxiety from a genetic and molecular perspective.</p>","PeriodicalId":9029,"journal":{"name":"BMC Psychiatry","volume":"24 1","pages":"837"},"PeriodicalIF":3.4,"publicationDate":"2024-11-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11577826/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142680767","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}
引用次数: 0
The moderating role of COMT gene rs4680 polymorphism between maladaptive metacognitive beliefs and negative symptoms in patients with schizophrenia. COMT基因rs4680多态性在精神分裂症患者不良元认知信念与阴性症状之间的调节作用
IF 3.4 2区 医学 Q2 PSYCHIATRY Pub Date : 2024-11-20 DOI: 10.1186/s12888-024-06275-0
Feten Fekih-Romdhane, Georges Kerbage, Nagham Hachem, Michelle El Murr, Georges Haddad, Alexandre Andrade Loch, Rony Abou Khalil, Elissar El Hayek, Souheil Hallit

Background: Although the positive association between impairments in metacognitive capacity and negative symptoms in people with schizophrenia spectrum disorders is widely evidenced in the literature, the explaining mechanisms of this association are still less known and poorly understood. This study aims to bridge this knowledge gap by testing the hypothesis that COMT rs4680 variants will act as moderators in the relationship between certain metacognitive domains and negative symptoms' severity.

Method: A cross-sectional study was carried-out during the period between February and March 2024. A total of 115 biologically unrelated Arab (Lebanese) patients with schizophrenia were included.

Results: After controlling for sex and duration of illness as a potential confounder, moderation analyses showed that the AG genotype of the COMT rs4680 served as a significant moderator between maladaptive metacognitive beliefs about cognitive confidence (i.e. lack of confidence in memory) and negative symptoms. In non-carriers of the COMT rs4680 AG genotype, lower cognitive confidence (i.e., more "lack of cognitive confidence") is significantly associated with greater negative symptoms.

Conclusion: Findings suggest that metacognition may be a relevant treatment target in the management of negative symptoms particularly in non-carriers of the COMT rs4680 AG genotype. Therefore, genetic testing could potentially be used to match patients with metacognitive interventions that are more likely to be effective in supporting recovery from negative symptoms.

背景:虽然精神分裂症谱系障碍患者的元认知能力损伤与阴性症状之间的正相关已在文献中得到广泛证实,但这种关联的解释机制仍鲜为人知,人们对其了解甚少。本研究旨在通过检验 COMT rs4680 变异在某些元认知领域与阴性症状严重程度之间的关系中起调节作用这一假设,来弥补这一知识空白:方法:在 2024 年 2 月至 3 月期间进行了一项横断面研究。方法:在 2024 年 2 月至 3 月期间进行了一项横断面研究,共纳入了 115 名无生物学关系的阿拉伯(黎巴嫩)精神分裂症患者:在控制了作为潜在混杂因素的性别和病程后,调节分析表明,COMT rs4680的AG基因型在认知自信的不良元认知信念(即对记忆缺乏信心)与阴性症状之间起着显著的调节作用。在非 COMT rs4680 AG 基因型携带者中,较低的认知信心(即更多的 "缺乏认知信心")与更多的消极症状有显著关联:结论:研究结果表明,元认知可能是治疗负性症状的相关治疗目标,尤其是对非 COMT rs4680 AG 基因型携带者而言。因此,基因检测有可能被用于为患者匹配元认知干预措施,从而更有效地帮助患者从消极症状中恢复过来。
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引用次数: 0
Differences of regional homogeneity and cognitive function between psychotic depression and drug-naïve schizophrenia. 精神病性抑郁症与药物过敏性精神分裂症在区域同质性和认知功能方面的差异。
IF 3.4 2区 医学 Q2 PSYCHIATRY Pub Date : 2024-11-20 DOI: 10.1186/s12888-024-06283-0
Wensheng Chen, Caixia Xu, Weibin Wu, Wenxuan Li, Wei Huang, Zhijian Li, Xiaoling Li, Guojun Xie, Xuesong Li, Chunguo Zhang, Jiaquan Liang

Background: Psychotic depression (PD) and schizophrenia (SCZ) share overlapping symptoms yet differ in etiology, progression, and treatment approaches. Differentiating these disorders through symptom-based diagnosis is challenging, emphasizing the need for a clearer understanding of their distinct cognitive and neural mechanisms.

Aim: This study aims to compare cognitive impairments and brain functional activities in PD and SCZ to pinpoint distinguishing characteristics of each disorder.

Methods: We evaluated cognitive function in 42 PD and 30 SCZ patients using the Repeatable Battery for the Assessment of Neuropsychological Status (RBANS) and resting-state functional magnetic resonance imaging (rs-fMRI). Regional homogeneity (ReHo) values were derived from rs-fMRI data, and group differences in RBANS scores were analyzed. Additionally, Pearson correlation analysis was performed to assess the relationship between cognitive domains and brain functional metrics.

Results: (1) The SCZ group showed significantly lower RBANS scores than the PD group across all cognitive domains, particularly in visuospatial/constructional ability and delayed memory (p < 0.05); (2) The SCZ group exhibited a significantly higher ReHo value in the left precuneus compared to the PD group (p < 0.05); (3) A negative correlation was observed between visuospatial construction, delayed memory scores, and the ReHo value of the left precuneus.

Conclusion: Cognitive impairment is more pronounced in SCZ than in PD, with marked deficits in visuospatial and memory domains. Enhanced left precuneus activity further differentiates SCZ from PD and correlates with cognitive impairments in both disorders, providing neuroimaging-based evidence to aid differential diagnosis and insights into cognitive dysfunction mechanisms, while also paving a clearer path for psychiatric research.

背景:精神抑郁症(PD)和精神分裂症(SCZ)的症状相互重叠,但在病因、进展和治疗方法上却有所不同。目的:本研究旨在比较精神抑郁症和精神分裂症患者的认知障碍和大脑功能活动,以找出这两种疾病的显著特征:我们使用神经心理状态评估可重复性电池(RBANS)和静息态功能磁共振成像(rs-fMRI)评估了42名帕金森病患者和30名SCZ患者的认知功能。根据 rs-fMRI 数据得出区域同质性(ReHo)值,并分析 RBANS 评分的组间差异。此外,还进行了皮尔逊相关分析,以评估认知领域与脑功能指标之间的关系。结果:(1) SCZ 组在所有认知领域的 RBANS 得分均显著低于 PD 组,尤其是在视觉空间/结构能力和延迟记忆方面(p 结论:SCZ 组的 RBANS 得分显著低于 PD 组:SCZ患者的认知障碍比帕金森病患者更明显,在视觉空间和记忆领域存在明显缺陷。左侧楔前肌活动的增强进一步区分了SCZ和PD,并与这两种疾病的认知障碍相关,为帮助鉴别诊断和深入了解认知功能障碍的机制提供了基于神经影像学的证据,同时也为精神病学研究铺平了一条更清晰的道路。
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引用次数: 0
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