Bustamante Laura A, Barch Deanna M, Solis Johanne, Oshinowo Temitope, Grahek Ivan, Konova Anna B, Daw Nathaniel D, Cohen Jonathan D
Princeton Neuroscience Institute, Princeton University, Princeton, NJ, USA.
Department of Psychological & Brain Science, Washington University in St. Louis, St. Louis, MO, USA.
Psychol Med. 2024 Dec 2;54(15):1-12. doi: 10.1017/S0033291724002691.
Individuals with major depressive disorder (MDD) can experience reduced motivation and cognitive function, leading to challenges with goal-directed behavior. When selecting goals, people maximize 'expected value' by selecting actions that maximize potential reward while minimizing associated costs, including effort 'costs' and the opportunity cost of time. In MDD, differential weighing of costs and benefits are theorized mechanisms underlying changes in goal-directed cognition and may contribute to symptom heterogeneity.
We used the Effort Foraging Task to quantify cognitive and physical effort costs, and patch leaving thresholds in low effort conditions (reflecting perceived opportunity cost of time) and investigated their shared versus distinct relationships to clinical features in participants with MDD ( = 52, 43 in-episode) and comparisons ( = 27).
Contrary to our predictions, none of the decision-making measures differed with MDD diagnosis. However, each of the measures was related to symptom severity, over and above effects of ability (i.e. performance). Greater anxiety symptoms were selectively associated with cognitive effort cost (i.e. greater willingness to exert effort). Anhedonia and behavioral apathy were associated with increased physical effort costs. Finally, greater overall depression was related to decreased patch leaving thresholds.
Markers of effort-based decision-making may inform understanding of MDD heterogeneity. Increased willingness to exert cognitive effort may contribute to anxiety symptoms such as worry. Decreased leaving threshold associations with symptom severity are consistent with reward rate-based accounts of reduced vigor in MDD. Future research should address subtypes of depression with or without anxiety, which may relate differentially to cognitive effort decisions.
重度抑郁症(MDD)患者可能会出现动机和认知功能下降,导致目标导向行为出现问题。在选择目标时,人们通过选择能使潜在奖励最大化同时使相关成本最小化的行动来最大化“预期价值”,这些成本包括努力“成本”和时间的机会成本。在MDD中,成本和收益的差异权衡被认为是目标导向认知变化的潜在机制,可能导致症状的异质性。
我们使用努力觅食任务来量化认知和体力努力成本,以及低努力条件下的斑块离开阈值(反映感知到的时间机会成本),并研究它们与MDD患者(n = 52,43例发作期)和对照组(n = 27)临床特征的共同和不同关系。
与我们的预测相反,没有一项决策指标因MDD诊断而不同。然而,每项指标都与症状严重程度相关,超出了能力(即表现)的影响。更高的焦虑症状与更高的认知努力成本选择性相关(即更愿意付出努力)。快感缺失和行为冷漠与体力努力成本增加有关。最后,更高的总体抑郁与降低的斑块离开阈值有关。
基于努力的决策指标可能有助于理解MDD的异质性。增加付出认知努力的意愿可能导致焦虑症状,如担忧。降低的离开阈值与症状严重程度的关联与MDD中活力降低的基于奖励率的解释一致。未来的研究应该关注伴有或不伴有焦虑的抑郁症亚型,它们可能与认知努力决策有不同的关系。