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一种神经代谢解释为什么整日的认知工作会改变经济决策的控制。

A neuro-metabolic account of why daylong cognitive work alters the control of economic decisions.

机构信息

Motivation, Brain and Behavior Lab, Paris Brain Institute (ICM), Pitié-Salpêtrière Hospital, Paris, France; Center for NeuroImaging Research (CENIR), Paris Brain Institute (ICM), Pitié-Salpêtrière Hospital, Paris, France; Sorbonne Universités, Inserm U1127, CNRS U7225, Paris, France; Department of Psychiatry, Service Hospitalo-Universitaire, Groupe Hospitalier Universitaire Paris Psychiatrie & Neurosciences, Paris, France; Sorbonne Universités, Inserm U1127, CNRS U7225, Paris, France.

Center for NeuroImaging Research (CENIR), Paris Brain Institute (ICM), Pitié-Salpêtrière Hospital, Paris, France; Sorbonne Universités, Inserm U1127, CNRS U7225, Paris, France.

出版信息

Curr Biol. 2022 Aug 22;32(16):3564-3575.e5. doi: 10.1016/j.cub.2022.07.010. Epub 2022 Aug 11.

Abstract

Behavioral activities that require control over automatic routines typically feel effortful and result in cognitive fatigue. Beyond subjective report, cognitive fatigue has been conceived as an inflated cost of cognitive control, objectified by more impulsive decisions. However, the origins of such control cost inflation with cognitive work are heavily debated. Here, we suggest a neuro-metabolic account: the cost would relate to the necessity of recycling potentially toxic substances accumulated during cognitive control exertion. We validated this account using magnetic resonance spectroscopy (MRS) to monitor brain metabolites throughout an approximate workday, during which two groups of participants performed either high-demand or low-demand cognitive control tasks, interleaved with economic decisions. Choice-related fatigue markers were only present in the high-demand group, with a reduction of pupil dilation during decision-making and a preference shift toward short-delay and little-effort options (a low-cost bias captured using computational modeling). At the end of the day, high-demand cognitive work resulted in higher glutamate concentration and glutamate/glutamine diffusion in a cognitive control brain region (lateral prefrontal cortex [lPFC]), relative to low-demand cognitive work and to a reference brain region (primary visual cortex [V1]). Taken together with previous fMRI data, these results support a neuro-metabolic model in which glutamate accumulation triggers a regulation mechanism that makes lPFC activation more costly, explaining why cognitive control is harder to mobilize after a strenuous workday.

摘要

需要控制自动例行程序的行为活动通常会让人感到费力,并导致认知疲劳。除了主观报告外,认知疲劳还被认为是认知控制成本的膨胀,表现为更冲动的决策。然而,认知工作中这种控制成本膨胀的起源存在很大争议。在这里,我们提出了一个神经代谢假说:这种成本与回收认知控制过程中积累的潜在有毒物质的必要性有关。我们使用磁共振波谱(MRS)来监测整个工作日的大脑代谢物,验证了这一假说,在此期间,两组参与者执行了高需求或低需求的认知控制任务,穿插着经济决策。与选择相关的疲劳标志物仅出现在高需求组中,在决策过程中瞳孔扩张减少,并且倾向于选择短延迟和低努力的选项(使用计算模型捕获的低成本偏差)。在一天结束时,与低需求认知工作和参考脑区(初级视觉皮层 [V1])相比,高需求认知工作导致认知控制脑区(外侧前额叶皮层 [lPFC])中的谷氨酸浓度和谷氨酸/谷氨酰胺扩散增加。结合以前的 fMRI 数据,这些结果支持了一个神经代谢模型,即谷氨酸积累触发了一种调节机制,使 lPFC 激活的成本更高,解释了为什么在艰苦的工作日之后,认知控制更难调动。

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