Institute of Medical Psychology and Behavioral Neurobiology, University of Tübingen, Germany; Cognitive Neuroscience, Institute of Neuroscience and Medicine (INM-3), Jülich Research Center, Jülich, Germany.
Institute of Medical Psychology and Behavioral Neurobiology, University of Tübingen, Germany; Institute for Diabetes Research and Metabolic Diseases of the Helmholtz Center Munich at the University of Tübingen; German Center for Diabetes Research (DZD), Tübingen, Germany; High-Field Magnetic Resonance Center, Max Planck Institute for Biological Cybernetics, Tübingen, Germany.
Neuroimage. 2019 May 1;191:596-609. doi: 10.1016/j.neuroimage.2019.02.033. Epub 2019 Feb 21.
Obesity is associated with altered responses to food stimuli in prefrontal brain networks that mediate inhibitory control of ingestive behavior. In particular, activity of the dorsolateral prefrontal cortex (dlPFC) is reduced in obese compared to normal-weight subjects and has been linked to the success of weight-loss dietary interventions. In a randomized controlled trial in overweight/obese subjects, we investigated the effect on eating behavior of volitional up-regulation of dlPFC activity via real-time functional magnetic resonance imaging (fMRI) neurofeedback training. Thirty-eight overweight or obese subjects (BMI 25-40 kg/m) took part in fMRI neurofeedback training with the aim of increasing activity of the left dlPFC (dlPFC group; n = 17) or of the visual cortex (VC/control group; n = 21). Participants were blinded to group assignment. The training session took place on a single day and included three training runs of six trials of up-regulation and passive viewing. Food appraisal and snack intake were assessed at screening, after training, and in a follow-up session four weeks later. Participants of both groups succeeded in up-regulating activity of the targeted brain area. However, participants of the control group also showed increased left dlPFC activity during up-regulation. Functional connectivity between dlPFC and ventromedial PFC, an area that processes food value, was generally increased during up-regulation compared to passive viewing. At follow-up compared to baseline, both groups rated pictures of high-, but not low-calorie foods as less palatable and chose them less frequently. Actual snack intake remained unchanged but palatability and choice ratings for chocolate cookies decreased after training. We demonstrate that one session of fMRI neurofeedback training enables individuals with increased body weight to up-regulate activity of the left dlPFC. Behavioral effects were observed in both groups, which might have been due to dlPFC co-activation in the control group and, in addition, unspecific training effects. Improved dlPFC-vmPFC functional connectivity furthermore suggested enhanced food intake-related control mechanisms. Neurofeedback training might support therapeutic strategies aiming at improved self-control in obesity, although the respective contributions of area-specific mechanisms and general regulation effects are in need of further investigation.
肥胖与调节摄食行为的前额叶大脑网络对食物刺激的反应改变有关。特别是,与正常体重的受试者相比,肥胖者的背外侧前额叶皮层(dlPFC)的活性降低,并且与减肥饮食干预的成功相关。在超重/肥胖受试者的随机对照试验中,我们通过实时功能磁共振成像(fMRI)神经反馈训练来研究调节 dlPFC 活性对饮食行为的影响。38 名超重或肥胖者(BMI 25-40 kg/m)参与了 fMRI 神经反馈训练,目的是增加左侧 dlPFC(dlPFC 组;n=17)或视觉皮层(VC/对照组;n=21)的活动。参与者对分组情况不知情。训练课程在一天内进行,包括三轮六次主动调节和被动观察的训练。在筛选、训练后和四周后的随访中评估食物评估和零食摄入量。两组参与者均成功调节了目标大脑区域的活动。然而,对照组的参与者在主动调节期间也表现出左侧 dlPFC 活动的增加。与被动观察相比,在主动调节期间,dlPFC 与腹内侧前额叶皮层(处理食物价值的区域)之间的功能连接通常增加。与基线相比,随访时两组参与者都认为高热量但不是低热量食物的图片不那么美味,选择的频率也更低。实际的零食摄入量保持不变,但训练后巧克力曲奇的美味度和选择率下降。我们证明,一次 fMRI 神经反馈训练可以使体重增加的个体调节左侧 dlPFC 的活动。两组均观察到行为效应,这可能是由于对照组的 dlPFC 共同激活,此外,还可能是由于非特异性训练效应。改善的 dlPFC-vmPFC 功能连接进一步表明增强了与食物摄入相关的控制机制。神经反馈训练可能支持旨在改善肥胖症自我控制的治疗策略,尽管需要进一步研究特定区域机制和一般调节效果的各自贡献。