Ghobadi-Azbari Peyman, Mahdavifar Khayati Rasoul, Ekhtiari Hamed
Department of Biomedical Engineering, Shahed University, Tehran, Iran.
Department of Psychiatry, University of Minnesota, Minnesota, MN, United States.
Front Hum Neurosci. 2023 Feb 17;17:1076711. doi: 10.3389/fnhum.2023.1076711. eCollection 2023.
In the modern obesogenic environment, heightened reactivity to food-associated cues plays a major role in overconsumption by evoking appetitive responses. Accordingly, functional magnetic resonance imaging (fMRI) studies have implicated regions of the salience and rewards processing in this dysfunctional food cue-reactivity, but the temporal dynamics of brain activation (sensitization or habituation over time) remain poorly understood.
Forty-nine obese or overweight adults were scanned in a single fMRI session to examine brain activation during the performance of a food cue-reactivity task. A general linear model (GLM) was used to validate the activation pattern of food cue reactivity in food > neutral contrast. The linear mixed effect models were used to examine the effect of time on the neuronal response during the paradigm of food cue reactivity. Neuro-behavioral relationships were investigated with Pearson's correlation tests and group factor analysis (GFA).
A linear mixed-effect model revealed a trend for the time-by-condition interactions in the left medial amygdala [t(289) = 2.21, β = 0.1, = 0.028], right lateral amygdala [t(289) = 2.01, β = 0.26, = 0.045], right nucleus accumbens (NAc) [t(289) = 2.81, β = 0.13, = 0.005] and left dorsolateral prefrontal cortex (DLPFC) [t(289) = 2.58, β = 0.14, = 0.01], as well as in the left superior temporal cortex [42 Area: t(289) = 2.53, β = 0.15, = 0.012; TE1.0_TE1.2 Area: t(289) = 3.13, β = 0.27, = 0.002]. Habituation of blood-oxygenation-level-dependent (BOLD) signal during exposure to food vs. neutral stimuli was evident in these regions. We have not found any area in the brain with significant increased response to food-related cues over time (sensitization). Our results elucidate the temporal dynamics of cue-reactivity in overweight and obese individuals with food-induced craving. Both subcortical areas involved in reward processing and cortical areas involved in inhibitory processing are getting habituated over time in response to food vs. neutral cues. There were significant bivariate correlations between self-report behavioral/psychological measures with individual habituation slopes for the regions with dynamic activity, but no robust cross-unit latent factors were identified between the behavioral, demographic, and self-report psychological groups.
This work provides novel insights into dynamic neural circuit mechanisms supporting food cue reactivity, thereby suggesting pathways in biomarker development and cue-desensitization interventions.
在现代致肥胖环境中,对与食物相关线索的高反应性通过引发食欲反应在过度消费中起主要作用。因此,功能磁共振成像(fMRI)研究表明,在这种功能失调的食物线索反应中,显著性和奖赏处理区域与之相关,但大脑激活的时间动态变化(随时间的敏感化或习惯化)仍知之甚少。
49名肥胖或超重成年人在单次fMRI扫描中接受检查,以检测在执行食物线索反应任务期间的大脑激活情况。使用一般线性模型(GLM)来验证食物>中性对照中食物线索反应的激活模式。使用线性混合效应模型来检查时间对食物线索反应范式期间神经元反应的影响。通过Pearson相关检验和组因素分析(GFA)研究神经行为关系。
线性混合效应模型显示,在左内侧杏仁核[t(289)=2.21,β=0.1,P=0.028]、右外侧杏仁核[t(289)=2.01,β=0.26,P=0.045]、右伏隔核(NAc)[t(289)=2.81,β=0.13,P=0.005]和左背外侧前额叶皮层(DLPFC)[t(289)=2.58,β=0.14,P=0.01],以及左颞上叶皮层[42区:t(289)=2.53,β=0.15,P=0.012;TE1.0_TE1.2区:t(289)=3.13,β=0.27,P=0.002]中,时间与条件交互作用存在趋势。在这些区域中,暴露于食物与中性刺激期间血氧水平依赖(BOLD)信号的习惯化很明显。我们未发现大脑中任何区域对与食物相关线索的反应随时间显著增加(敏感化)。我们的结果阐明了超重和肥胖个体因食物诱发渴望而产生的线索反应的时间动态变化。随着时间的推移,参与奖赏处理的皮层下区域和参与抑制处理的皮层区域对食物与中性线索的反应都在习惯化。在具有动态活动的区域,自我报告的行为/心理测量与个体习惯化斜率之间存在显著的双变量相关性,但在行为、人口统计学和自我报告心理组之间未发现强大的跨单元潜在因素。
这项工作为支持食物线索反应的动态神经回路机制提供了新的见解,从而为生物标志物开发和线索脱敏干预提出了途径。