A Transdiagnostic Network Analysis of Childhood Trauma and Psychopathology.

IF 5.3 1区 医学 Q1 PSYCHIATRY
Yi-Hang Huang, Chao Liu, Jian-Biao Zhang, Shuai-Biao Li, Ling-Ling Wang, Hui-Xin Hu, Yuan Cai, Zhenhua Zhu, Min-Yi Chu, Yi Wang, Qin-Yu Lv, Simon S Y Lui, Zheng-Hui Yi, Li Hui, Raymond C K Chan
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Abstract

Background and hypothesis: Psychiatric comorbidities suggest that symptoms overlap across different diagnoses; the transdiagnostic network approach is valuable for studying psychopathology. Childhood trauma is a common transdiagnostic risk factor for psychiatric disorders, but the complex relationship between childhood trauma and psychopathology has seldom been investigated using a large cross-sectional transdiagnostic sample.

Study design: This study recruited 869 patients with different diagnoses, including 418 schizophrenia, 215 bipolar disorder, and 236 major depressive disorder. Participants completed psychiatric interviews and self-report questionnaires. We constructed dimension- and item-level Least Absolute Shrinkage and Selection Operator-based (LASSO) networks to explore the relationship between childhood trauma, psychopathology, and duration of illness. Moreover, we constructed directed acyclic graphs (DAGs) to tentatively clarify the potential directions of associations among these variables. Network Comparison Tests (NCTs) were conducted for different diagnostic groups and gender-stratified groups.

Study results: The transdiagnostic LASSO networks showed that different types of childhood trauma exerted distinct impacts on various psychopathological dimensions. Emotional abuse was linked to depressive symptoms, physical abuse to excited symptoms, sexual abuse to positive and disorganized symptoms, emotional neglect to depressive symptoms and motivation and pleasure (MAP) deficits factor of negative symptoms, and physical neglect to MAP factor. The DAG findings generally concurred with the LASSO network. The NCT showed comparable networks.

Conclusions: Our findings suggest that childhood trauma is significantly associated with the development of psychopathology across different diagnostic groups. The affective pathway model suggests that early identification and tailored interventions would be needed for people with a history of childhood trauma.

童年创伤与精神病理学的跨诊断网络分析》(A Transdiagnostic Network Analysis of Childhood Trauma and Psychopathology)。
背景和假设:精神疾病的合并症表明不同诊断的症状是重叠的;跨诊断网络方法对研究精神病理学很有价值。童年创伤是导致精神障碍的常见跨诊断风险因素,但很少有人使用大型横断面跨诊断样本来研究童年创伤与精神病理学之间的复杂关系:本研究招募了 869 名不同诊断的患者,其中包括 418 名精神分裂症患者、215 名双相情感障碍患者和 236 名重度抑郁症患者。参与者完成了精神科访谈和自我报告问卷。我们构建了基于最小绝对收缩和选择操作器(LASSO)的维度和项目网络,以探讨童年创伤、精神病理学和病程之间的关系。此外,我们还构建了有向无环图(DAG),以初步明确这些变量之间的潜在关联方向。我们对不同诊断组和性别分层组进行了网络比较测试(NCT):研究结果:跨诊断 LASSO 网络显示,不同类型的童年创伤对各种精神病理学维度产生了不同的影响。情感虐待与抑郁症状有关,身体虐待与兴奋症状有关,性虐待与积极和混乱症状有关,情感忽视与抑郁症状和消极症状中的动机和愉悦(MAP)缺陷因素有关,身体忽视与MAP因素有关。DAG 的研究结果与 LASSO 网络基本一致。NCT显示的网络具有可比性:我们的研究结果表明,在不同的诊断群体中,童年创伤与精神病理学的发展密切相关。情感路径模型表明,需要对有童年创伤史的人进行早期识别和有针对性的干预。
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来源期刊
Schizophrenia Bulletin
Schizophrenia Bulletin 医学-精神病学
CiteScore
11.40
自引率
6.10%
发文量
163
审稿时长
4-8 weeks
期刊介绍: Schizophrenia Bulletin seeks to review recent developments and empirically based hypotheses regarding the etiology and treatment of schizophrenia. We view the field as broad and deep, and will publish new knowledge ranging from the molecular basis to social and cultural factors. We will give new emphasis to translational reports which simultaneously highlight basic neurobiological mechanisms and clinical manifestations. Some of the Bulletin content is invited as special features or manuscripts organized as a theme by special guest editors. Most pages of the Bulletin are devoted to unsolicited manuscripts of high quality that report original data or where we can provide a special venue for a major study or workshop report. Supplement issues are sometimes provided for manuscripts reporting from a recent conference.
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