抑郁症状作为一个异质且不断演变的动态系统:在患有严重抑郁症的人群中,快速症状变化的非图形抑郁症状网络
Matthew D Nemesure1, Amanda C Collins1, George D Price1
1Center for Technology and Behavioral Health, Geisel School of Medicine.
Journal of psychopathology and clinical science
|January 25, 2024
概括
大型抑郁症 (MDD) 的症状是高度可变的,随着时间的推移而变化. 这项研究表明,个别的MDD症状网络是独一无二的,并且动态变化,突出了个体内部和个体之间的异质性.
科学领域:
- 精神病学是一个精神病学.
- 临床心理学 临床心理学
- 计算精神病学是一种计算精神病学.
背景情况:
- 大型抑郁症 (MDD) 通常由持续的症状来定义,但在一天内和人与人之间存在显著的变化.
- 关于MDD异质性的现有研究通常假定静态的症状动态,忽视症状相互作用的潜在时间变化.
研究的目的:
- 研究主要抑郁症 (MDD) 症状网络在时间上的动态性.
- 检查MDD中个体症状动态是否在90天内持续变化.
主要方法:
- 采用时间变化的矢量自回归模型来分析特征性症状网络.
- 收集了105名参与者的症状评级,每天三次,持续90天.
- 用五个患有MDD的个体的案例系列来说明研究结果.
主要成果:
- 证实了MDD症状网络在个人之间具有高度异质性,具有独特的网络组成.
- 大多数参与者在90天的症状网络中显示出显著的动态变化 (86%的参与者至少有一班).
- 观察到,症状可能在个体网络中具有最大和最小的影响力之间波动.
结论:
- 随着时间的推移,MDD不仅在个人之间,而且在个人内部也表现出相当大的异质性.
- 在MDD的短期症状动态是复杂的,不断演变,挑战静态模型.
- 调查结果强调了需要动态和个性化的方法来理解和治疗MDD.
相关概念视频
Depressive Disorders: MDD and Dysthymia
136
Depressive disorders are a group of mental health conditions characterized by pervasive feelings of sadness, diminished pleasure in life, and a significant impact on daily functioning. These conditions are most prevalent in individuals during their 30s and affect women at twice the rate of men. Contrary to popular belief, younger individuals are generally more susceptible to these disorders than older adults. Two key types of depressive disorders include Major Depressive Disorder (MDD) and...
136
Depressive Disorders: Etiology
102
Depressive disorders result from a complex interplay of biological, psychological, and sociocultural factors, each contributing uniquely to the development and persistence of the condition. Understanding these factors provides critical insight into the multifaceted nature of depression.
Biological Factors in Depression
Biological predispositions significantly influence the risk of developing depressive disorders. Genetic studies highlight the role of variations in the serotonin transporter...
Biological Factors in Depression
Biological predispositions significantly influence the risk of developing depressive disorders. Genetic studies highlight the role of variations in the serotonin transporter...
102
Depression: Overview
244
Depression is a prevalent mental illness marked by persistent sadness and lack of interest in previously enjoyable activities. It can take several forms, including major depression, persistent depressive disorder, and bipolar I and II disorders. Symptoms range from emotional changes like chronic worry to physical changes like sleep disturbances and suicidal thoughts. From a neurobiological perspective, depression is believed to be triggered by abnormalities in the brain's prefrontal cortex,...
244
Negative and Cognitive Symptoms of Schizophrenia
48
Negative symptoms of schizophrenia indicate a reduction or absence of typical behaviors and emotional responses found in healthy individuals, while positive symptoms reflect an excess or distortion of normal functioning.
Negative Symptoms
Negative symptoms of schizophrenia manifest as deficits in normal emotional and behavioral functioning, profoundly impacting daily life. Individuals with schizophrenia often display a flat affect, characterized by a near-total absence of emotional expression,...
Negative Symptoms
Negative symptoms of schizophrenia manifest as deficits in normal emotional and behavioral functioning, profoundly impacting daily life. Individuals with schizophrenia often display a flat affect, characterized by a near-total absence of emotional expression,...
48
Bipolar Disorder
67
Bipolar disorder is a chronic mental health condition marked by significant mood fluctuations, including episodes of mania and depression. Elevated energy levels, heightened mood or irritability, impulsive behavior, reduced sleep needs, rapid speech, racing thoughts, inflated self-esteem, and distractibility characterize mania. Individuals with bipolar disorder often alternate between depressive and manic states, with periods of emotional stability lasting an average of six months to a year.
67
Diagnostic and Statistical Manual of Mental Disorders (DSM)
56
The Diagnostic and Statistical Manual of Mental Disorders (DSM) serves as the primary classification system for mental health disorders, providing standardized diagnostic criteria for clinicians and researchers. First published by the American Psychiatric Association (APA) in 1952, the DSM has undergone several revisions to reflect evolving psychiatric understanding. The fifth edition, DSM-5, released in 2013, introduced key updates that expanded diagnostic categories and modified diagnostic...
56


