Cognitive Neuroscience Center, Universidad de San Andrés, Buenos Aires C1011ACC, Argentina.
National Scientific and Technical Research Council (CONICET), Buenos Aires C1425FQB, Argentina.
Brain. 2022 Apr 29;145(3):1052-1068. doi: 10.1093/brain/awab345.
Social feedback can selectively enhance learning in diverse domains. Relevant neurocognitive mechanisms have been studied mainly in healthy persons, yielding correlational findings. Neurodegenerative lesion models, coupled with multimodal brain measures, can complement standard approaches by revealing direct multidimensional correlates of the phenomenon. To this end, we assessed socially reinforced and non-socially reinforced learning in 40 healthy participants as well as persons with behavioural variant frontotemporal dementia (n = 21), Parkinson's disease (n = 31) and Alzheimer's disease (n = 20). These conditions are typified by predominant deficits in social cognition, feedback-based learning and associative learning, respectively, although all three domains may be partly compromised in the other conditions. We combined a validated behavioural task with ongoing EEG signatures of implicit learning (medial frontal negativity) and offline MRI measures (voxel-based morphometry). In healthy participants, learning was facilitated by social feedback relative to non-social feedback. In comparison with controls, this effect was specifically impaired in behavioural variant frontotemporal dementia and Parkinson's disease, while unspecific learning deficits (across social and non-social conditions) were observed in Alzheimer's disease. EEG results showed increased medial frontal negativity in healthy controls during social feedback and learning. Such a modulation was selectively disrupted in behavioural variant frontotemporal dementia. Neuroanatomical results revealed extended temporo-parietal and fronto-limbic correlates of socially reinforced learning, with specific temporo-parietal associations in behavioural variant frontotemporal dementia and predominantly fronto-limbic regions in Alzheimer's disease. In contrast, non-socially reinforced learning was consistently linked to medial temporal/hippocampal regions. No associations with cortical volume were found in Parkinson's disease. Results are consistent with core social deficits in behavioural variant frontotemporal dementia, subtle disruptions in ongoing feedback-mechanisms and social processes in Parkinson's disease and generalized learning alterations in Alzheimer's disease. This multimodal approach highlights the impact of different neurodegenerative profiles on learning and social feedback. Our findings inform a promising theoretical and clinical agenda in the fields of social learning, socially reinforced learning and neurodegeneration.
社会反馈可以选择性地增强不同领域的学习。相关的神经认知机制主要在健康人群中进行了研究,得出了相关的发现。神经退行性病变模型,结合多模态脑测量,可以通过揭示现象的直接多维相关性来补充标准方法。为此,我们评估了 40 名健康参与者以及行为变异型额颞叶痴呆(n=21)、帕金森病(n=31)和阿尔茨海默病(n=20)患者的社会强化学习和非社会强化学习。这些疾病的特点分别是社会认知、基于反馈的学习和联想学习的主要缺陷,尽管所有三种疾病在其他疾病中可能部分受损。我们将一项经过验证的行为任务与隐性学习的持续 EEG 特征(内侧前额负性)和离线 MRI 测量(基于体素的形态测量)相结合。在健康参与者中,与非社会反馈相比,社会反馈促进了学习。与对照组相比,这种效应在行为变异型额颞叶痴呆和帕金森病中特异性受损,而在阿尔茨海默病中观察到非特异性学习缺陷(在社会和非社会条件下)。脑电图结果显示,健康对照组在社会反馈和学习期间内侧前额负性增加。这种调节在行为变异型额颞叶痴呆中被选择性破坏。神经解剖学结果显示,社会强化学习与广泛的颞顶叶和额眶回相关,行为变异型额颞叶痴呆与颞顶叶有特定关联,而阿尔茨海默病则与额眶回相关。相反,非社会强化学习与内侧颞叶/海马区一致相关。在帕金森病中未发现与皮质体积的关联。结果与行为变异型额颞叶痴呆的核心社会缺陷一致,帕金森病中持续反馈机制和社会过程的细微破坏,以及阿尔茨海默病中的普遍学习改变。这种多模态方法强调了不同神经退行性变特征对学习和社会反馈的影响。我们的发现为社会学习、社会强化学习和神经退行性变领域提供了一个有前途的理论和临床议程。