Xu Ming, Li Xuemei, Teng Teng, Huang Yang, Liu Mengqi, Long Yicheng, Lv Fajin, Zhi Dongmei, Li Xiang, Feng Aichen, Yu Shan, Calhoun Vince, Zhou Xinyu, Sui Jing
Brainnetome Center and National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, China.
School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China.
JAMA Netw Open. 2024 Mar 4;7(3):e241933. doi: 10.1001/jamanetworkopen.2024.1933.
Adolescent major depressive disorder (MDD) is associated with serious adverse implications for brain development and higher rates of self-injury and suicide, raising concerns about its neurobiological mechanisms in clinical neuroscience. However, most previous studies regarding the brain alterations in adolescent MDD focused on single-modal images or analyzed images of different modalities separately, ignoring the potential role of aberrant interactions between brain structure and function in the psychopathology.
To examine alterations of structural and functional connectivity (SC-FC) coupling in adolescent MDD by integrating both diffusion magnetic resonance imaging (MRI) and resting-state functional MRI data.
DESIGN, SETTING, AND PARTICIPANTS: This cross-sectional study recruited participants aged 10 to 18 years from January 2, 2020, to December 28, 2021. Patients with first-episode MDD were recruited from the outpatient psychiatry clinics at The First Affiliated Hospital of Chongqing Medical University. Healthy controls were recruited by local media advertisement from the general population in Chongqing, China. The sample was divided into 5 subgroup pairs according to different environmental stressors and clinical characteristics. Data were analyzed from January 10, 2022, to February 20, 2023.
The SC-FC coupling was calculated for each brain region of each participant using whole-brain SC and FC. Primary analyses included the group differences in SC-FC coupling and clinical symptom associations between SC-FC coupling and participants with adolescent MDD and healthy controls. Secondary analyses included differences among 5 types of MDD subgroups: with or without suicide attempt, with or without nonsuicidal self-injury behavior, with or without major life events, with or without childhood trauma, and with or without school bullying.
Final analyses examined SC-FC coupling of 168 participants with adolescent MDD (mean [mean absolute deviation (MAD)] age, 16.0 [1.7] years; 124 females [73.8%]) and 101 healthy controls (mean [MAD] age, 15.1 [2.4] years; 61 females [60.4%]). Adolescent MDD showed increased SC-FC coupling in the visual network, default mode network, and insula (Cohen d ranged from 0.365 to 0.581; false discovery rate [FDR]-corrected P < .05). Some subgroup-specific alterations were identified via subgroup analyses, particularly involving parahippocampal coupling decrease in participants with suicide attempt (partial η2 = 0.069; 90% CI, 0.025-0.121; FDR-corrected P = .007) and frontal-limbic coupling increase in participants with major life events (partial η2 ranged from 0.046 to 0.068; FDR-corrected P < .05).
Results of this cross-sectional study suggest increased SC-FC coupling in adolescent MDD, especially involving hub regions of the default mode network, visual network, and insula. The findings enrich knowledge of the aberrant brain SC-FC coupling in the psychopathology of adolescent MDD, underscoring the vulnerability of frontal-limbic SC-FC coupling to external stressors and the parahippocampal coupling in shaping future-minded behavior.
青少年重度抑郁症(MDD)对大脑发育有严重的不良影响,且自我伤害和自杀率较高,这引发了临床神经科学对其神经生物学机制的关注。然而,以往大多数关于青少年MDD大脑改变的研究都集中在单模态图像上,或者分别分析不同模态的图像,而忽略了大脑结构与功能之间异常相互作用在精神病理学中的潜在作用。
通过整合扩散磁共振成像(MRI)和静息态功能MRI数据,研究青少年MDD中结构与功能连接(SC-FC)耦合的改变。
设计、设置和参与者:这项横断面研究于2020年1月2日至2021年12月28日招募了10至18岁的参与者。首发MDD患者从重庆医科大学附属第一医院门诊精神科招募。健康对照通过当地媒体广告从中国重庆的普通人群中招募。根据不同的环境应激源和临床特征,样本被分为5个子组对。数据于2022年1月10日至2023年2月20日进行分析。
使用全脑SC和FC为每个参与者的每个脑区计算SC-FC耦合。主要分析包括SC-FC耦合的组间差异以及SC-FC耦合与青少年MDD参与者和健康对照之间的临床症状关联。次要分析包括5种MDD亚组之间的差异:有或无自杀未遂、有或无非自杀性自伤行为、有或无重大生活事件、有或无童年创伤、有或无校园欺凌。
最终分析检查了168名青少年MDD参与者(平均[平均绝对偏差(MAD)]年龄,16.0[1.7]岁;124名女性[73.8%])和101名健康对照(平均[MAD]年龄,15.1[2.4]岁;61名女性[60.4%])的SC-FC耦合。青少年MDD在视觉网络、默认模式网络和脑岛中显示出SC-FC耦合增加(科恩d范围从0.365到0.581;错误发现率[FDR]校正后P<0.05)。通过亚组分析确定了一些亚组特异性改变,特别是自杀未遂参与者的海马旁耦合降低(偏η2=0.069;90%CI,0.025-0.121;FDR校正后P=0.007)以及有重大生活事件参与者的额叶-边缘耦合增加(偏η2范围从0.046到0.068;FDR校正后P<0.05)。
这项横断面研究的结果表明青少年MDD中SC-FC耦合增加,特别是涉及默认模式网络、视觉网络和脑岛的枢纽区域。这些发现丰富了青少年MDD精神病理学中异常脑SC-FC耦合的知识,强调了额叶-边缘SC-FC耦合对外界应激源的易感性以及海马旁耦合在塑造前瞻性行为中的作用。