Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China; Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence (Fudan University), Ministry of Education, China.
Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, China; Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence (Fudan University), Ministry of Education, China; Institute of Psychiatry, Psychology and Neuroscience, King's College London, United Kingdom.
J Am Acad Child Adolesc Psychiatry. 2022 Aug;61(8):1050-1061. doi: 10.1016/j.jaac.2021.11.030. Epub 2021 Dec 22.
Children experiencing attention-deficit/hyperactivity disorder (ADHD) symptoms may retain symptoms into adulthood, but little is known about the underlying mechanism.
To identify biomarkers of persistent ADHD symptom development, we carried out whole-brain analyses of neuroimaging data during the anticipation phase of the Monetary-Incentive-Delay (MID) task in 1,368 adolescents recruited by the IMAGEN Consortium at age 14 years, whose behavioral measurements were followed up longitudinally at age 16. In particular, we focused on comparing individuals with persistent high ADHD symptoms at both ages 14 and 16 years to unaffected control individuals, but also exploring which individuals demonstrating symptom remission (with high ADHD symptoms at age 14 but much reduced at age 16).
We identified reduced activations in the medial frontal cortex and the thalamus during reward anticipation as neuro-biomarkers for persistent ADHD symptoms across time. The genetic relevance of the above findings was further supported by the associations of the polygenic risk scores of ADHD with both the persistent and control status and the activations of both brain regions. Furthermore, in an exploratory analysis, the thalamic activation might also help to distinguish persons with persistent ADHD from those remitted in both an exploratory sample (odds ratio = 9.43, p < .001) and an independent generalization sample (odds ratio = 4.64, p = .003).
Using a well-established and widely applied functional magnetic resonance imaging task, we have identified neural biomarkers that could discriminate ADHD symptoms that persist throughout adolescence from controls and potentially those likely to remit during adolescent development as well.
患有注意缺陷多动障碍(ADHD)症状的儿童可能会在成年后仍保留这些症状,但关于其潜在机制知之甚少。
为了确定持续性 ADHD 症状发展的生物标志物,我们对 1368 名青少年进行了全脑分析,这些青少年来自 IMAGEN 联盟,在 14 岁时接受了金钱激励延迟(MID)任务的神经影像学数据,他们的行为测量在 16 岁时进行了纵向随访。特别是,我们专注于将两个年龄均表现出持续性高 ADHD 症状的个体与未受影响的对照组个体进行比较,但也探索了哪些个体表现出症状缓解(14 岁时 ADHD 症状较高,但 16 岁时明显减轻)。
我们发现,在奖励预期期间,内侧前额叶皮层和丘脑的激活减少,可作为跨时间持续性 ADHD 症状的神经生物标志物。ADHD 的多基因风险评分与持续性和对照组状态以及两个大脑区域的激活之间的关联进一步支持了上述发现的遗传相关性。此外,在一项探索性分析中,丘脑激活也可能有助于将持续性 ADHD 患者与那些在探索性样本(优势比=9.43,p<.001)和独立推广样本(优势比=4.64,p=.003)中缓解的患者区分开来。
使用一种成熟且广泛应用的功能磁共振成像任务,我们已经确定了神经生物标志物,可以将整个青春期持续存在的 ADHD 症状与对照组区分开来,并且可能还可以将那些在青春期发育过程中可能缓解的症状区分开来。