认知努力值和突出网络:抑郁症中动机的计算模型
Il Ho Park1, Chae Eun Lee2, Kyungun Jhung1
1Department of Psychiatry and Behavioral Neurosciences, International St. Mary's Hospital, Catholic Kwandong University College of Medicine, Incheon, Republic of Korea.
Frontiers in psychiatry
|September 17, 2025
概括
抑郁症中的激励与认知努力的值有关. 前部岛内皮质-前部中环皮质网络可能是改善努力估值的治疗目标.
科学领域:
- 神经科学是一个神经科学.
- 计算精神病学是一种计算精神病学.
- 认知心理学 认知心理学
背景情况:
- 抑郁症中的激励与受损的强化学习和努力支出有关.
- 多巴胺奖励途径在这些过程中起着至关重要的作用.
- 了解激励的计算和神经基础对于开发有效的治疗方法至关重要.
研究的目的:
- 为了建模抑郁症中动机的计算和神经基础.
- 调查激励,时间和认知负担对成本效益估值的影响.
- 确定参与基于努力的决策的关键组件和大脑网络.
主要方法:
- 分析了43名没有使用精神药物的人的数据,包括抑郁症 (贝克抑郁症库存 - BDI) 和冷漠 (冷漠评估量表 - AES) 的测量.
- 使用休息状态功能磁共振成像 (fMRI) 和认知任务 (n-back).
- 模拟成本效益估值使用损失厌恶,学习,时间和认知努力折扣因素,比较不同的计算模型.
主要成果:
- 忽略认知力度显著预测了动机的严重程度.
- 认知任务的准确性因奖励,激励和任务长度而有所不同.
- 努力值与前岛皮层-前中带皮层 (AIC-aMCC) 网络中的功能连接相关.
结论:
- 在综合性成本效益分析中,激励与认知努力值特别相关.
- AIC-aMCC网络对劳动力估值的调制是一个潜在的治疗目标,用于抑郁症中的动机.
相关概念视频
The Influence of Cognition on Affect
190
Cognition plays a pivotal role in shaping emotional experiences, as demonstrated by Schachter and Singer’s two-factor theory of emotion. According to this model, emotion arises from a combination of physiological arousal and cognitive interpretation. The body’s physiological response to stimuli is ambiguous and only gains emotional significance through cognitive labeling. For instance, an increased heart rate and adrenaline surge while standing near an attractive person may be...
190
Depressive Disorders: Etiology
451
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...
451
Self-Evaluation Maintenance Model
283
The Self-Evaluation Maintenance (SEM) model offers a psychological framework to understand how individuals’ self-esteem is influenced by the achievements of others, particularly those with whom they share close personal bonds. The SEM model operates when personal rather than social identity guides individuals. Central to this model is the notion that individuals have an inherent desire to preserve a favorable self-image, which is continuously shaped by interpersonal comparisons and...
283
Self-Discrepancy Theory
18.9K
One influential perspective on what motivates people's behavior is detailed in Tory Higgin's self-discrepancy theory (Higgins, 1987). He proposed that people hold disagreeing internal representations of themselves that lead to different emotional states.
18.9K
Depression: Overview
794
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,...
794
Lazarus's Cognitive Appraisal Theory
1.7K
Cognitive psychologist Richard Lazarus proposed the cognitive-mediational theory of emotions, which emphasizes how individuals' assessments of stressors significantly affect their experience of stress. According to Lazarus, the stress response is determined by a two-step appraisal process: primary appraisal and secondary appraisal. These cognitive appraisals help individuals evaluate the potential impact of a stressor and determine the adequacy of their coping resources.
Primary Appraisal:...
Primary Appraisal:...
1.7K


