Exploring the role of multivariate associations between brain networks and gut microbiota in (food) value-based decision-making
Food reward valuation and decision making are key psychological processes regulating eating behaviour. Stress and negative affect can shape these processes, increasing vulnerability to overeating high caloric, ultra-processed foods and thereby elevating obesity risk. Yet not all individuals under stress exhibit such behavioural shifts, highlighting the need to understand which modulating factors…
Exploring the intricate relationship between brain networks, gut microbiota, and food value-based decision-making is a crucial area of research. The study delves into how stress and negative emotions can influence these processes, increasing the risk of overeating high-calorie, ultra-processed foods and potentially exacerbating obesity.
However, not all individuals display such behavioral shifts under stress, emphasizing the need to identify modulating factors that account for inter-individual variability. Emerging research suggests that alterations in gut microbiota, induced by anxiety or stress, could alter reward sensitivity through the gut-brain axis. To better understand these complex interconnections, a novel framework is proposed, linking microbiota, neural, and affective processes.
Utilizing a method called supervised linked independent component analysis (Super- BigFLICA), the researchers examined multivariate gut-brain latent components guided by affective and body composition indexes in a large cohort of 592 healthy participants from the Healthy Brain Study. By employing general linear models, the study identified a multimodal component that predicted both elevated unhealthy food valuation and choice in a food auction task.
This component was marked by simultaneous changes in specific gut bacterial genera, such as UCG-010 and DTU089, distinct connectivity patterns between reward-related brain regions like the nucleus accumbens and caudate, and a strong association with heightened anxiety sensitivity, life-event impact, and body mass index. These findings not only showcase the potential of combining gut-brain data for behavior prediction but also introduce a novel phenotype that ties together microbiota composition, brain function, and emotional state, warranting further exploration.
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