Chen Yu, Li Guangfei, Ide Jaime S, Luo Xingguang, Li Chiang-Shan R
Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA.
Department of Biomedical Engineering, Beijing Institute of Technology, Beijing, China.
Neuroimage Rep. 2021 Jun 20;1(2):100025. doi: 10.1016/j.ynirp.2021.100025. eCollection 2021 Jun.
Attention deficit hyperactivity disorder (ADHD) occurs more frequently and manifests with greater symptom severity in men than in women. Although studies have implicated basal ganglia dysfunction, the functional connectivity (FC) of the dorsal striatum (DS), particularly in terms of sex differences, has not been fully investigated in ADHD. Here, using resting state fMRI data of a large sample of adults (n = 744; 395 women; 22-36 years) curated from the Human Connectome Project, we performed seed-based correlations for caudate and lentiform nucleus (LN) FC. ADHD symptom severity was quantified with the Achenbach Adult Self-Report ADHD total score as well as inattention and hyperactivity subscores. Imaging data were processed with published routines and evaluated at a corrected threshold. Men showed significantly higher ADHD total score than women. In men, inattention was negatively associated with LN FC with the right superior frontal gyrus. In women, inattention was negatively associated with caudate FC with the right inferior parietal gyrus and positively with LN FC with the left inferior frontal gyrus, and hyperactivity was positively associated with LN FC with a cluster in the dorsal anterior cingulate cortex and supplementary motor area. Sex differences in most of these connectivity patterns were confirmed by slope tests. Further, -means clustering of FC's identified 3 groups each in men and in women. In men, group 1 showed higher inattention and hyperactivity than both group 2 and 3, and group 2 showed higher inattention than group 3. In women, group 1 showed higher inattention and hyperactivity than group 3 and higher inattention than group 2, and group 2 showed higher hyperactivity than group 3. These findings together suggest sex differences in DS FC as neural markers of ADHD and potentially of ADHD subtypes, with men and women each showing altered FC predominantly in the executive control and ventral attention/saliency networks.
注意缺陷多动障碍(ADHD)在男性中比在女性中更频繁地出现,且症状严重程度更高。尽管研究表明基底神经节功能障碍与之相关,但在ADHD中,背侧纹状体(DS)的功能连接(FC),特别是在性别差异方面,尚未得到充分研究。在此,我们使用从人类连接组计划中挑选出的大量成年人(n = 744;395名女性;22 - 36岁)的静息态功能磁共振成像(fMRI)数据,对尾状核和豆状核(LN)的FC进行基于种子点的相关性分析。用阿肯巴克成人自陈式ADHD总分以及注意力不集中和多动子分数来量化ADHD症状严重程度。成像数据采用已发表的程序进行处理,并在校正阈值下进行评估。男性的ADHD总分显著高于女性。在男性中,注意力不集中与右侧额上回的LN FC呈负相关。在女性中,注意力不集中与右侧顶下小叶的尾状核FC呈负相关,与左侧额下回的LN FC呈正相关,多动与背侧前扣带回皮质和辅助运动区的一个簇的LN FC呈正相关。这些连接模式中的大多数性别差异通过斜率检验得到证实。此外,FC的K均值聚类在男性和女性中分别识别出3组。在男性中,第1组的注意力不集中和多动高于第2组和第3组,第2组的注意力不集中高于第3组。在女性中,第1组的注意力不集中和多动高于第3组,注意力不集中高于第2组,第2组的多动高于第3组。这些发现共同表明,DS FC的性别差异是ADHD以及潜在的ADHD亚型的神经标志物,男性和女性各自主要在执行控制和腹侧注意/突显网络中表现出FC改变。