Department of Neurobiology, Faculty of Life Sciences, Tel Aviv University, Tel Aviv, 6997801, Israel.
Imaging Research Center, The University of Texas at Austin, 100 E 24th St, Stop R9975, Austin, TX, 78712, USA.
Neuroimage. 2019 Jan 15;185:446-454. doi: 10.1016/j.neuroimage.2018.10.051. Epub 2018 Oct 19.
How is effort integrated in value-based decision-making? Animal models and human neuroimaging studies primarily linked the anterior cingulate cortex (ACC) and ventral striatum (VS) to the integration of effort in valuation. Other studies demonstrated the role of these regions in invigoration to effort demands, thus it is hard to separate the neural activity linked to anticipation and subjective valuation from actual performance. Here, we studied the neural basis of effort valuation separated from performance. We scanned forty participants with fMRI, while they were asked to accept or reject monetary gambles that could be resolved with future performance of a familiar grip force effort challenge or a fixed risk prospect. Participants' willingness to accept prospective gambles reflected discounting of values by physical effort and risk. Choice-locked neural activation in contralateral primary sensory cortex and ventromedial prefrontal cortex (vmPFC) tracked the magnitude of prospective effort the participants faced, independent of choice time and monetary stakes. Estimates of subjective value discounted by effort were found to be tracked by the activation of a network of regions common to valuation under risk and delay, including vmPFC, VS and sensorimotor cortex. Together, our findings show separate neural mechanisms underlying prospective effort and actual effort performance.
努力如何融入基于价值的决策?动物模型和人类神经影像学研究主要将前扣带皮层(ACC)和腹侧纹状体(VS)与努力在估值中的整合联系起来。其他研究表明这些区域在努力需求的激励中的作用,因此很难将与预期和主观估值相关的神经活动与实际表现区分开来。在这里,我们研究了与表现分开的努力估值的神经基础。我们使用 fMRI 扫描了四十名参与者,要求他们接受或拒绝货币赌博,这些赌博可以通过未来完成熟悉的握力努力挑战或固定风险前景来解决。参与者接受预期赌博的意愿反映了体力努力和风险对价值的折扣。在选择锁定时,对侧初级感觉皮层和腹内侧前额叶皮层(vmPFC)的神经激活与参与者面临的未来努力的大小相关,与选择时间和货币赌注无关。发现通过努力折扣的主观价值的估计值由与风险和延迟下的估值相关的区域网络的激活来跟踪,包括 vmPFC、VS 和感觉运动皮层。总之,我们的发现表明,预期努力和实际努力表现的背后有不同的神经机制。