Department of Addictive Behavior and Addiction Medicine, Medical Faculty Mannheim, Central Institute of Mental Health, Heidelberg University, J5/68159, Mannheim, Germany.
Feuerlein Center on Translational Addiction Medicine (FCTS), University of Heidelberg, Heidelberg, Germany.
Eur Arch Psychiatry Clin Neurosci. 2021 Aug;271(5):951-962. doi: 10.1007/s00406-020-01218-8. Epub 2020 Dec 17.
Obesity is highly prevalent worldwide and results in a high disease burden. The efforts to monitor and predict treatment outcome in participants with obesity using functional magnetic resonance imaging (fMRI) depends on the reliability of the investigated task-fMRI brain activation. To date, no study has investigated whole-brain reliability of neural food cue-reactivity. To close this gap, we analyzed the longitudinal reliability of an established food cue-reactivity task. Longitudinal reliability of neural food-cue-induced brain activation and subjective food craving ratings over three fMRI sessions (T0: 2 weeks before surgery, T1: 8 weeks and T2: 24 weeks after surgery) were investigated in N = 11 participants with obesity. We computed an array of established reliability estimates, including the intraclass correlation (ICC), the Dice and Jaccard coefficients and similarity of brain activation maps. The data indicated good reliability (ICC > 0.6) of subjective food craving ratings over 26 weeks and excellent reliability (ICC > 0.75) of brain activation signals for the contrast of interest (food > neutral) in the caudate, putamen, thalamus, middle cingulum, inferior, middle and superior occipital gyri, and middle and superior temporal gyri and cunei. Using similarity estimates, it was possible to re-identify individuals based on their neural activation maps (73%) with a fading degree of accuracy, when comparing fMRI sessions further apart. The results show excellent reliability of task-fMRI neural brain activation in several brain regions. Current data suggest that fMRI-based measures might indeed be suitable to monitor and predict treatment outcome in participants with obesity undergoing bariatric surgery.
肥胖症在全球范围内高发,导致疾病负担沉重。使用功能磁共振成像 (fMRI) 监测和预测肥胖参与者的治疗效果的努力取决于所研究的任务 fMRI 大脑激活的可靠性。迄今为止,尚无研究调查过全脑神经食物线索反应的可靠性。为了弥补这一空白,我们分析了一项既定食物线索反应任务的纵向可靠性。在 11 名肥胖症参与者中,我们研究了三个 fMRI 会话(T0:手术前 2 周,T1:8 周和 T2:手术后 24 周)中神经食物线索诱导的大脑激活和主观食物渴望评分的纵向可靠性。我们计算了一系列既定可靠性估计值,包括组内相关系数 (ICC)、Dice 和 Jaccard 系数以及大脑激活图的相似性。数据表明,主观食物渴望评分在 26 周内具有良好的可靠性(ICC>0.6),而对感兴趣的对比(食物>中性)的大脑激活信号具有极好的可靠性(ICC>0.75)在尾状核、壳核、丘脑、中扣带回、下、中、上枕叶和中颞叶和楔前叶。使用相似性估计值,当比较相隔更远的 fMRI 会话时,可以基于其神经激活图(73%)重新识别个体,但其准确性会逐渐减弱。研究结果表明,任务 fMRI 神经大脑激活在多个脑区具有极好的可靠性。目前的数据表明,基于 fMRI 的测量方法确实可能适合监测和预测接受减肥手术的肥胖参与者的治疗效果。