Laboratory Neurobiology of Appetite, Department of Pharmacology, CINVESTAV, Mexico City 07360, Mexico; Laboratory Neurobiology of Appetite, Center for Research on Aging (CIE), Cinvestav Sede Sur, Mexico City 14330, Mexico.
Computational Genomics Division, National Institute of Genomic Medicine (INMEGEN), Mexico City 14610, Mexico; Center for Complexity Sciences, Universidad Nacional Autónoma de México (UNAM), Mexico City 04510, Mexico.
Cell Rep. 2024 Oct 22;43(10):114838. doi: 10.1016/j.celrep.2024.114838. Epub 2024 Oct 10.
The nucleus accumbens shell (NAcSh) integrates reward information through diverse and specialized neuronal ensembles, influencing decision-making. By training rats in a probabilistic choice task and recording NAcSh neuronal activity, we found that rats adapt their choices based solely on the presence or absence of a sucrose reward, suggesting they build an internal representation of reward likelihood. We further demonstrate that NAcSh ensembles dynamically process different aspects of reward-guided behavior, with changes in composition and functional connections observed throughout the reinforcement learning process. The NAcSh forms a highly connected network characterized by a heavy-tailed distribution and the presence of neuronal hubs, facilitating efficient information flow. Reward delivery enhances mutual information, indicating increased communication between ensembles and network synchronization, whereas reward omission decreases it. Our findings reveal how reward information flows through dynamic NAcSh ensembles, whose flexible membership adapts as the rat learns to obtain rewards (energy) in an ever-changing environment.
伏隔核壳(NAcSh)通过多样化和专业化的神经元集合整合奖励信息,影响决策。通过在概率选择任务中训练大鼠并记录 NAcSh 神经元活动,我们发现大鼠仅根据蔗糖奖励的存在与否来调整其选择,这表明它们构建了奖励可能性的内部表示。我们进一步证明,NAcSh 集合动态地处理奖励引导行为的不同方面,在强化学习过程中观察到组成和功能连接的变化。NAcSh 形成了一个高度连接的网络,其特征是长尾分布和神经元中枢的存在,促进了有效的信息流。奖励传递会增加互信息,表明集合之间的通信增加和网络同步,而奖励缺失则会降低互信息。我们的发现揭示了奖励信息如何通过动态 NAcSh 集合流动,其灵活的成员资格随着大鼠学会在不断变化的环境中获取奖励(能量)而适应。