Department of Psychiatry, Washington University School of Medicine, 660 S. Euclid, St. Louis, MO, 63110, USA.
Department of Psychiatry, Washington University School of Medicine, 660 S. Euclid, St. Louis, MO, 63110, USA.
Neuroimage. 2020 Jul 1;214:116759. doi: 10.1016/j.neuroimage.2020.116759. Epub 2020 Mar 20.
Neural correlates of decision making under risk are being increasingly utilized as biomarkers of risk for substance abuse and other psychiatric disorders, treatment outcomes, and brain development. This research relies on the basic assumption that fMRI measures of decision making represent stable, trait-like individual differences. However, reliability needs to be established for each individual construct. Here we assessed long-term test-retest reliability (TRR) of regional brain activations related to decision making under risk using the Balloon Analogue Risk Taking task (BART) and identified regions with good TRRs and familial influences, an important prerequisite for the use of fMRI measures in genetic studies. A secondary goal was to examine the factors potentially affecting fMRI TRRs in one particular risk task, including the magnitude of neural activation, data analytical approaches, different methods of defining boundaries of a region, and participant motion. For the average BOLD response, reliabilities ranged across brain regions from poor to good (ICCs of 0 to 0.8, with a mean ICC of 0.17) and highest reliabilities were observed for parietal, occipital, and temporal regions. Among the regions that were of a priori theoretical importance due to their reported associations with decision making, the activation of left anterior insula and right caudate during the decision period showed the highest reliabilities (ICCs of 0.54 and 0.63, respectively). Among the regions with highest reliabilities, the right fusiform, right rostral anterior cingulate and left superior parietal regions also showed high familiality as indicated by intrapair monozygotic twin correlations (ranging from 0.66 to 0.69). Overall, regions identified by modeling the average BOLD response to a specific event type (rather than its modulation by a parametric regressor), regions including significantly activated vertices (compared to a whole parcel), and regions with greater magnitude of task-related activations showed greater reliabilities. Participant motion had a moderate negative effect on TRR. Regions activated during decision period rather than outcome period of risky decisions showed the greatest TRR and familiality. Regions with reliable activations can be utilized as neural markers of individual differences or endophenotypes in future clinical neuroscience and genetic studies of risk-taking.
风险决策的神经相关性正被越来越多地用作物质滥用和其他精神障碍、治疗结果以及大脑发育风险的生物标志物。这项研究基于一个基本假设,即 fMRI 测量的决策代表稳定的、特质性的个体差异。然而,每个个体结构都需要建立可靠性。在这里,我们使用气球模拟风险任务 (BART) 评估了与风险决策相关的区域脑激活的长期测试-重测信度 (TRR),并确定了具有良好 TRR 和家族影响的区域,这是在遗传研究中使用 fMRI 测量的重要前提。次要目标是检查在一个特定风险任务中可能影响 fMRI TRR 的因素,包括神经激活的幅度、数据分析方法、区域边界定义的不同方法以及参与者的运动。对于平均 BOLD 反应,脑区的可靠性范围从差到好 (ICC 为 0 到 0.8,平均 ICC 为 0.17),顶叶、枕叶和颞叶区域的可靠性最高。在由于与决策相关的报道而具有理论意义的区域中,决策期左前岛叶和右尾状核的激活显示出最高的可靠性 (ICC 分别为 0.54 和 0.63)。在具有最高可靠性的区域中,右梭状回、右额前扣带回和左顶上回区域也表现出高家族性,如双胞胎对间单卵双胞胎相关性所示 (范围从 0.66 到 0.69)。总体而言,通过对特定事件类型的平均 BOLD 反应进行建模而确定的区域(而不是通过参数回归器对其进行调制)、包括显著激活顶点的区域(与整个包裹相比),以及与任务相关激活幅度较大的区域显示出更高的可靠性。参与者的运动对 TRR 有适度的负面影响。在风险决策的决策期而不是结果期激活的区域显示出最大的 TRR 和家族性。具有可靠激活的区域可以作为个体差异或风险行为的神经内表型的神经标志物,用于未来的临床神经科学和遗传研究。