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Adjunctive Triple Chronotherapy in the Treatment of Adolescent Major Depressive Disorder: A Randomized Controlled Pilot Trial. 辅助三重时间疗法治疗青少年重度抑郁症:一项随机对照试验。
IF 2.2 4区 医学 Q2 PEDIATRICS Pub Date : 2026-01-01 Epub Date: 2026-02-12 DOI: 10.1177/10445463251389899
Mariela Herrera, Diane Hurd, Laurie A Riemann, Yvonne Mullowney, Manoj Pathak, Kristen Swift, Cara Fairbanks, Jennifer Winsky, Jeannine M Brant

Introduction: This randomized controlled pilot trial examined whether adjunctive triple chronotherapy (TCT) in adolescents hospitalized with major depressive disorder (MDD) was (1) feasible, and (2) suggested to be more effective in managing depression and accompanying symptoms at 60 days postdischarge, compared to adolescents with depression who received treatment-as-usual (TAU).

Methods: TCT participants underwent sleep deprivation for up to 36 hours, sleep phase advancement for four days, and daily exposure to light therapy. Both arms received medication management and group therapy during the inpatient stay. Outpatient visits occurred on Days 7/10, 30, and 60. Outcomes included depression, anxiety, insomnia, self-harm, suicidality, and quality of life.

Results: Sixty-four adolescents were enrolled, 32 into TCT, 32 into TAU. The mean age was 15 years, the majority were female, Caucasian, and non-Hispanic/non-Latino. Compared to baseline, both TCT and TAU participants showed a significantly lower Patient Health Questionnaire-Adolescent (PHQ-A) score by Day 4 (TCT: N = 31, X¯=20.4 ± 3.54 vs. N = 17, X¯=9.12 ± 6.98, p < 0.001; TAU: N = 32; X¯=20.1 ± 3.99 vs. N = 10; X¯=8.6 ± 5.93, p < 0.001) and by Day 60 (TCT: N = 11, X¯=7.45 ± 5.22, p < 0.001; TAU: N = 14, X¯=13.36 ± 7.25, p < 0.001). For between-group differences, TCT participants reported significantly lower PHQ-A scores at Day 60 compared to TAU participants (N = 11, X¯=7.45 ± 5.22 vs. N = 14, X¯=13.36 ± 7.25, p = 0.03). Anxiety and insomnia were significantly lower at treatment end in the TCT arm (N = 11, X¯=1.91 ± 1.97 vs. N = 14; X¯=4.64 ± 2.79, p = 0.009) and (N = 11, X¯=6.55 ± 6.64 vs. N = 14; X¯=12.21 ± 6.76, p = 0.05), respectively. Retention was a challenge; approximately 2/3 of the sample dropped out by study end.

Conclusions: TCT is a potentially effective adjunctive treatment for MDD in adolescents.

简介:本随机对照试点试验研究了辅助三重时间疗法(TCT)在患有重度抑郁症(MDD)住院的青少年中是否(1)可行,(2)与接受常规治疗(TAU)的青少年相比,在出院后60天治疗抑郁症和伴随症状方面是否更有效。方法:TCT参与者接受长达36小时的睡眠剥夺,4天的睡眠阶段提前,并每天接受光疗。两组患者在住院期间均接受药物管理和团体治疗。门诊在第7/10天、第30天和第60天进行。结果包括抑郁、焦虑、失眠、自残、自杀和生活质量。结果:共纳入64名青少年,其中32人进入TCT, 32人进入TAU。平均年龄为15岁,多数为女性,白种人,非西班牙裔/非拉丁裔。与基线相比,TCT和τ参与者表现出显著降低病人健康Questionnaire-Adolescent (PHQ-A)白天4分(TCT: N = 31日X¯= 20.4±3.54 vs . N = 17日X¯= 9.12±6.98,p < 0.001;τ:N = 32; X¯= 20.1±3.99 vs . N = 10; X¯= 8.6±5.93,p < 0.001), 60天(TCT: N = 11, X¯= 7.45±5.22,p < 0.001;τ:N = 14日X¯= 13.36±7.25,p < 0.001)。对于组间差异,TCT参与者报告的PHQ-A评分在第60天显著低于TAU参与者(N = 11, X¯=7.45±5.22 vs. N = 14, X¯=13.36±7.25,p = 0.03)。治疗结束时,TCT组的焦虑和失眠显著降低(N = 11, X¯=1.91±1.97 vs. N = 14; X¯=4.64±2.79,p = 0.009)和(N = 11, X¯=6.55±6.64 vs. N = 14; X¯=12.21±6.76,p = 0.05)。留存率是个挑战;大约三分之二的样本在研究结束时退出了研究。结论:TCT是一种潜在有效的青少年MDD辅助治疗方法。
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引用次数: 0
Nationwide Time Trends of Psychiatric Inpatient Medications for Children and Adolescents in Finland from 2000 to 2018. 2000 - 2018年芬兰儿童和青少年精神科住院患者用药的全国时间趋势
IF 2.2 4区 医学 Q2 PEDIATRICS Pub Date : 2026-01-01 Epub Date: 2026-02-12 DOI: 10.1177/10445463251389903
Tiia Ståhlberg, Kim Kronström, Elina Tiiri, Anne Kaljonen, Andre Sourander

Background: The use of psychotropic medication among children and adolescents has increased, but long-term studies on inpatients are scarce.

Methods: In Finland, nationwide inpatient data among children and adolescents (<18 years) were collected on one day from three different years, 2000, 2011, and 2018. Medication use was analyzed according to medication groups, individual medications, and the number of medications. Additional information included diagnoses and severity measures of suicidality, violence, and functional impairment. Logistic regression was used to analyze the changes between 2000 and 2018 and between 2011 and 2018.

Results: The most robust increase was observed in attention-deficit/hyperactivity disorder medications (between 2000 and 2018 odds ratio [OR]: 21.74, 95% confidence interval [CI]: 7.75-58.82 and between 2011 and 2018 OR: 2.20, 95% CI: 1.37-3.52), followed by antipsychotics (OR: 3.15, 95% CI: 2.34-4.24 and OR: 1.35, 95% CI: 1.02-1.81, respectively), and antidepressants (between 2000 and 2018 OR: 1.87, 95% CI: 1.36- 2.57). The use of benzodiazepines decreased notably between 2011 and 2018 (OR: 0.09, 95% CI: 0.03-0.22). When diagnoses and severity measures were included in the multivariate analysis, the increases were associated with respective diagnoses, being adolescent, and the severity of the condition.

Conclusions: Medication use increased vastly between 2000 and 2018, but levelled off between 2011 and 2018. Explanations include changes in clinical practices, the surface of new medications, increased awareness of neuropsychiatric disorders, and the replacement of benzodiazepines. More information on the long-term effects of increased use of antipsychotics and multi-medication is warranted.

背景:儿童和青少年中精神药物的使用有所增加,但对住院患者的长期研究很少。方法:在芬兰,全国儿童和青少年住院患者数据(结果:注意缺陷/多动障碍药物的增加最为明显(2000年至2018年比值比[OR]: 21.74, 95%可信区间[CI]: 7.75-58.82; 2011年至2018年比值比[OR]: 2.20, 95% CI: 1.37-3.52),其次是抗精神病药物(OR: 3.15, 95% CI: 2.34-4.24和OR: 1.35, 95% CI: 1.02-1.81)和抗抑郁药物(2000年至2018年比值比:1.87,95% CI: 1.87)。1.36 - 2.57)。苯二氮卓类药物的使用在2011年至2018年间显著减少(OR: 0.09, 95% CI: 0.03-0.22)。当诊断和严重程度测量被纳入多变量分析时,增加与各自的诊断、青少年和病情的严重程度有关。结论:药物使用在2000年至2018年期间大幅增加,但在2011年至2018年期间趋于平稳。解释包括临床实践的变化,新药物的出现,对神经精神疾病的认识增加,以及苯二氮卓类药物的替代。有必要提供更多关于增加使用抗精神病药物和多种药物的长期影响的信息。
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引用次数: 0
Medical Cannabis Use in Autism: Insights from an Israeli HMO on Patient Characteristics and Alignment with National Guidelines. 医用大麻在自闭症中的使用:来自以色列HMO对患者特征和与国家指南对齐的见解。
IF 2.2 4区 医学 Q2 PEDIATRICS Pub Date : 2026-01-01 Epub Date: 2025-12-23 DOI: 10.1177/10445463251404404
Hadar Sadeh, Talish Razi, Ronen Arbel, Doron Netzer, Gal Meiri

Objective: Evidence for medical cannabis use and effectiveness in autism has begun to accumulate but remains limited, even as clinical interest has rapidly increased. In Israel, medical cannabis may be prescribed for autism with severe behavioral disturbances under strict Ministry of Health criteria requiring prior trials of two Food and Drug Administration (FDA)-approved antipsychotics. Using a large real-world dataset, this study aimed to characterize autistic individuals prescribed medical cannabis and evaluate adherence to national guidelines.

Methods: A retrospective cohort study was conducted using electronic medical records from Clalit Health Services, Israel's largest Health Maintenance Organization. All individuals with a documented autism diagnosis between 1990 and 2025 were identified (N = 36,610) and classified as cannabis-prescribed (N = 462) or not-prescribed (N = 36,148). Demographic and clinical characteristics were compared, including prior use of FDA-approved antipsychotics.

Results: Only 1.2% of individuals with autism were prescribed medical cannabis. Of these, 4.3% of prescriptions were issued for children under 5 years of age. The cannabis-prescribed group was diagnosed earlier (median 3 vs. 5 years, p < 0.001) and had higher rates of ADHD (42% vs. 30%), intellectual disability (12% vs. 5%), and epilepsy (14% vs. 6%) (all p < 0.001). While 69% had used at least one FDA-approved antipsychotic medication prior to cannabis initiation, only 28% had documented trials of both, as required by national guidelines. Marked sociodemographic disparities were also observed: the cannabis-prescribed group had a higher socioeconomic status (median SES 7 vs. 6, p < 0.001) and lower representation of Arab individuals (2.7% vs. 11%, p < 0.001).

Conclusions: Medical cannabis use among autistic individuals was rare and mainly observed among those with more complex clinical profiles and higher socioeconomic backgrounds. Most prescriptions did not fully comply with guidelines requiring prior antipsychotic trials. These findings underscore the need for enhanced regulatory oversight, equitable access, and longitudinal research to evaluate real-world outcomes and guide evidence-based clinical practice.

目的:尽管临床兴趣迅速增加,但医用大麻在自闭症中的使用和有效性的证据已经开始积累,但仍然有限。在以色列,根据卫生部的严格标准,医用大麻可用于治疗患有严重行为障碍的自闭症,要求事先试验两种食品和药物管理局(FDA)批准的抗精神病药物。本研究使用了一个庞大的真实世界数据集,旨在描述处方医用大麻的自闭症患者的特征,并评估他们对国家指导方针的遵守情况。方法:采用以色列最大的健康维护组织Clalit Health Services的电子病历进行回顾性队列研究。所有在1990年至2025年间被诊断为自闭症的个体(N = 36610)被确定,并被分类为大麻处方(N = 462)或非处方(N = 36148)。比较了人口统计学和临床特征,包括先前使用fda批准的抗精神病药物。结果:只有1.2%的自闭症患者得到医用大麻处方。其中,4.3%的处方是发给5岁以下儿童的。大麻处方组诊断较早(中位3年对5年,p < 0.001),并且ADHD(42%对30%)、智力残疾(12%对5%)和癫痫(14%对6%)的发生率较高(均p < 0.001)。虽然69%的人在吸食大麻之前至少使用过一种fda批准的抗精神病药物,但只有28%的人根据国家指导方针的要求记录了两种药物的试验。还观察到明显的社会人口统计学差异:大麻处方组的社会经济地位较高(SES中位数为7比6,p < 0.001),阿拉伯人的代表性较低(2.7%比11%,p < 0.001)。结论:自闭症患者中使用医用大麻的情况较少,主要见于临床情况较为复杂和社会经济背景较高的患者。大多数处方并不完全符合指南要求事先进行抗精神病药物试验。这些发现强调了加强监管、公平获取和纵向研究以评估现实结果和指导循证临床实践的必要性。
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引用次数: 0
How Much Is Too Much? Escalating Psychotropic Class Polypharmacy, Diabetes Risk, and Clinical Complexity in Stimulant New Users. 多少才算太多?兴奋剂新使用者不断升级的精神类多药、糖尿病风险和临床复杂性。
IF 2.2 4区 医学 Q2 PEDIATRICS Pub Date : 2026-01-01 Epub Date: 2026-02-12 DOI: 10.1177/10445463251399806
William V Bobo, Walter Carr
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引用次数: 0
Response to Letter: "Refining Atomoxetine Research for Adolescent NSSI". 信件:作者回复:“改进托莫西汀对青少年自伤的研究”。
IF 2.2 4区 医学 Q2 PEDIATRICS Pub Date : 2026-01-01 Epub Date: 2025-11-26 DOI: 10.1177/10445463251396450
Kukju Kweon
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引用次数: 0
The Role of Maladaptive Behaviors and Adjustment Disorders in Linking Separation Anxiety to Depression in Primary School Students. 适应不良行为和适应障碍在小学生分离焦虑与抑郁的关联中的作用。
IF 2.2 4区 医学 Q2 PEDIATRICS Pub Date : 2025-12-12 DOI: 10.1177/10445463251407896
Jing Zhang, Chanyuan Pan, Guankui Du

Objective: Children who experience prolonged separation anxiety may develop "avoidance" patterns of emotional regulation that manifest in stressful behavioral responses. This study tests whether maladaptive habits and adjustment disorders mediate the link between separation anxiety and depression in primary school students. Methods: In November 2022, we conducted a cross-sectional survey of 4474 students from elementary schools in Qionghai and Dongfang cities, Hainan Province, China, using stratified cluster sampling. Parents completed the Mental Health Rate Scale for Pupils. Data were analyzed with SPSS 22.0 (descriptive statistics, analysis of variance, correlations), AMOS 26.0 (structural equation modeling [SEM]), and Mplus 8.3 (latent class analysis). Results: SEM revealed that 12.2% of participants met criteria for depression. Students with separation anxiety had 4.5-5.0 times higher odds of depression compared to those without separation anxiety (95% confidence interval [CI]: 3.8-6.2). Mediation analysis indicated that maladaptive habits and adjustment difficulties partially mediated this association, with stronger indirect effects observed in older grades (Grades 5 and 6: β = 0.32, 95% CI: 0.24-0.41 vs. Grades 3 and 4: β = 0.21, 95% CI: 0.15-0.28). Conclusions: These findings suggest that early identification of maladaptive coping patterns in children with separation anxiety could improve mental health outcomes. We recommend integrating "secure separation" education strategies into teacher training programs and school counseling services, including structured transition activities and separation rituals, to support children's emotional adjustment during school transitions.

目的:长期经历分离焦虑的儿童可能会发展出“回避”情绪调节模式,表现为压力行为反应。本研究旨在探讨适应不良习惯与适应障碍是否在小学生分离焦虑与抑郁之间起中介作用。方法:于2022年11月,采用分层整群抽样的方法,对海南省琼海和东方市的4474名小学生进行横断面调查。家长填写了小学生心理健康量表。采用SPSS 22.0(描述性统计、方差分析、相关性分析)、AMOS 26.0(结构方程建模[SEM])和Mplus 8.3(潜在类分析)对数据进行分析。结果:扫描电镜显示12.2%的参与者符合抑郁症的标准。有分离焦虑的学生患抑郁症的几率是没有分离焦虑的学生的4.5-5.0倍(95%可信区间[CI]: 3.8-6.2)。中介分析表明,适应不良习惯和适应困难部分介导了这种关联,在高年级中观察到更强的间接影响(5级和6级:β = 0.32, 95% CI: 0.24-0.41; 3级和4级:β = 0.21, 95% CI: 0.15-0.28)。结论:这些研究结果表明,早期识别分离焦虑儿童的适应不良应对模式可以改善心理健康状况。我们建议将“安全分离”教育策略整合到教师培训计划和学校咨询服务中,包括结构化的过渡活动和分离仪式,以支持儿童在学校过渡期间的情绪调整。
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引用次数: 0
Emotional Abuse as an Upstream Factor Influencing Non-Suicidal Self-Injury in Depressed Adolescents: A Network Analysis. 情绪虐待是影响抑郁青少年非自杀性自伤的上游因素:一个网络分析
IF 2.2 4区 医学 Q2 PEDIATRICS Pub Date : 2025-12-11 DOI: 10.1177/10445463251405150
Lu Yueying, Liu Zheng, Li Na, Li Mengyan, Yu Xuezhu, Zhang Zhe, Wang Jianqiang, Li Youdong, Kong Lanlan

Objective: To construct a network model depicting non-suicidal self-injury (NSSI) and its influencing factors in adolescents diagnosed with depression, identify the core symptoms within this network, explore the potential causal pathways, and generate hypotheses for future research. Methods: A sample of 705 adolescent patients with depressive disorders was recruited and assessed using three standardized questionnaires, namely the Childhood Trauma Questionnaire, the Aggression Questionnaire, and the Adolescent Self-Injury Questionnaire. Undirected network analysis, coupled with directed Bayesian network analysis, was employed to elucidate the interrelationships among symptoms. Results: In the network of NSSI-related influencing factors in adolescents with depression, emotional abuse, hostility, sexual abuse, and emotional neglect are important influencing factors. Hostility and anger serve as bridges that connect NSSI to other influencing factors. In the Bayesian network, emotional abuse is shown to precede other symptoms, such as hostility and anger; conversely, NSSI and physical aggression were positioned at the periphery of the network, indicating a greater reliance on other symptoms for their occurrence. Emotional abuse demonstrated the strongest associations with the greatest number of other problems in the network, indicating that emotional abuse plays a crucial role. Conclusion: Emotional abuse plays an important role in the network model of NSSI of adolescent depression patients and its influencing factors.

目的:构建青少年抑郁症非自杀性自伤行为及其影响因素的网络模型,识别该网络中的核心症状,探索潜在的因果通路,并为未来的研究提出假设。方法:采用《童年创伤问卷》、《攻击性问卷》和《青少年自伤问卷》3份标准化问卷对705名青少年抑郁症患者进行评估。无向网络分析,结合有向贝叶斯网络分析,阐明症状之间的相互关系。结果:在抑郁青少年自伤相关影响因素网络中,情绪虐待、敌意、性虐待和情绪忽视是重要的影响因素。敌意和愤怒是连接自伤与其他影响因素的桥梁。在贝叶斯网络中,情绪虐待被证明先于其他症状,如敌意和愤怒;相反,自伤和身体攻击位于网络的外围,表明它们的发生更依赖于其他症状。情感虐待与人际网络中其他问题的联系最为密切,这表明情感虐待在其中起着至关重要的作用。结论:情绪虐待在青少年抑郁症患者自伤的网络模式及其影响因素中起重要作用。
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引用次数: 0
Three Distinct Neuropsychiatric Syndromes Following Pineal Teratoma Resection. 松果体畸胎瘤切除术后的三种不同的神经精神综合征。
IF 2.2 4区 医学 Q2 PEDIATRICS Pub Date : 2025-12-01 Epub Date: 2025-09-15 DOI: 10.1177/10445463251380395
Kyung Eun Paik, Nadia Zaim, Michelle Melicosta, Shannon Dean, William Ide, Nina Burruss, Aaron Hauptman

Introduction: Neuroleptic malignant syndrome (NMS), catatonia, and serotonin syndrome (SS) are unique neuropsychiatric conditions that share overlapping clinical features. Case Report: A 14-year-old boy presented to the hospital for surgical resection of a pineal gland teratoma. Following surgery, he developed cerebellar cognitive and affective syndrome, which led to dramatic behavioral changes, including suicidal behavior and agitation. Throughout his postsurgical course, he exhibited signs and symptoms concerning for overlapping NMS, catatonia, and SS. Discussion: Through this case we highlight the complex neurophysiology of three neuropsychiatric syndromes, review the treatment course for this patient, and raise awareness that these neuropsychiatric syndromes can occur concurrently.

简介:抗精神病药恶性综合征(NMS)、紧张症和血清素综合征(SS)是独特的神经精神疾病,具有重叠的临床特征。病例报告:一名14岁男孩到医院接受手术切除松果体畸胎瘤。手术后,他患上了小脑认知和情感综合症,导致了剧烈的行为变化,包括自杀行为和躁动。在整个手术过程中,他表现出与NMS、紧张症和SS重叠的体征和症状。讨论:通过本病例,我们强调了三种神经精神综合征的复杂神经生理学,回顾了该患者的治疗过程,并提高了这些神经精神综合征可以同时发生的认识。
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引用次数: 0
Characteristics and Predictors of Patient and Parent Satisfaction in the Treatment of Youth Anxiety Disorders. 青少年焦虑障碍治疗中患者和家长满意度的特征及预测因素。
IF 2.2 4区 医学 Q2 PEDIATRICS Pub Date : 2025-12-01 Epub Date: 2025-06-09 DOI: 10.1089/cap.2025.0010
Galen D McNeil, Ruben G Martinez, John C Piacentini, Jeffrey R Strawn, Philip C Kendall, Scott N Compton, James T McCracken, John T Walkup, Tara S Peris

Objective: To describe the rates and predictors of youth and parent satisfaction following engagement in one of three evidence-based treatments or a placebo control for youth anxiety. Method: In a multisite randomized controlled trial (RCT) of youth ages 7-17 (n = 426) and parents (n = 429) comparing cognitive behavioral therapy (CBT), sertraline (SRT), the combination of the two (COMB), and placebo (PBO), we examined satisfaction at the end of acute treatment and assessed predictors including clinical change, pretreatment expectations, reactions to treatment assignment, and therapeutic relationship using multiple hierarchical linear regressions. Results: Satisfaction was high across all treatments. Both parents and youth reported the highest satisfaction with COMB, followed by CBT and SRT, and the least satisfaction with PBO. Parents were more satisfied than youth, and remitters were more satisfied than nonremitters. In CBT-containing arms, a stronger child-therapist relationship at week 6 predicted greater parent and youth satisfaction. Higher expectations of improvement at pretreatment predicted greater youth, but not parent, satisfaction in CBT and SRT. Discussion: Posttreatment, youth and parents report greater satisfaction with combination therapy over the monotherapies and PBO. Satisfaction patterns largely mirror clinical outcomes. An early strong youth-reported therapeutic alliance is key to satisfaction in CBT, highlighting the importance of child-therapist alignment when selecting anxiety treatments.

目的:描述青年和父母满意度的比率和预测因素,参与三种循证治疗或安慰剂控制青年焦虑。方法:在一项多地点随机对照试验(RCT)中,7-17岁的青少年(n = 426)和家长(n = 429)比较认知行为治疗(CBT)、舍曲林(SRT)、两者联合(COMB)和安慰剂(PBO),我们检查了急性治疗结束时的满意度,并评估了预测因素,包括临床变化、预处理预期、对治疗分配的反应和治疗关系。结果:各治疗组满意度均较高。家长和青少年对COMB的满意度最高,其次是CBT和SRT,对PBO的满意度最低。父母比年轻人更满意,汇款者比不汇款者更满意。在包含cbt的组中,第6周更强的儿童治疗师关系预示着更高的父母和青少年满意度。对治疗前改善的期望值越高,对CBT和SRT的青少年满意度越高,但对父母满意度不高。讨论:治疗后,青少年和家长对联合治疗的满意度高于单一治疗和PBO。满意度模式在很大程度上反映了临床结果。早期强有力的青少年治疗联盟是CBT满意度的关键,强调了在选择焦虑治疗时儿童治疗师联盟的重要性。
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引用次数: 0
Assessing the Predictive Utility of Quantitative Electroencephalography Coherence in Adolescent Major Depressive Disorder: A Machine Learning Approach. 评估定量脑电图一致性在青少年重度抑郁症中的预测效用:一种机器学习方法。
IF 2.2 4区 医学 Q2 PEDIATRICS Pub Date : 2025-12-01 Epub Date: 2025-09-09 DOI: 10.1177/10445463251358742
Molly McVoy, Serhiy Chumachenko, Maia Gersten, Benjamin Wade, Oscar Corcelles, Joy Yala, Mikaila Gray, Alla Morris, Asif Jamil, Paolo Cassono, Farhad Kaffashi, Kenneth Loparo, Farren Briggs, Martha Sajatovic

Background: Improving early recognition and accurate diagnosis of major depressive disorder (MDD) in childhood is a pressing concern. Quantitative electroencephalogram (qEEG) may be an effective, noninvasive diagnostic biomarker for MDD. Prior work by our team demonstrated decreased resting connectivity, as measured by qEEG coherence, in a heterogeneous group of adolescents with MDD compared with age and gender-matched healthy controls (HCs). This study explored qEEG coherence as a predictor of MDD diagnosis in a prospective, longitudinal sample of medication-free, adolescents with MDD versus HCs. Methods: Twenty-eight adolescents with MDD (Children's Depression Rating Scale score ≥40) and 27 age and gender-matched HCs (age 14-17, 78% female) received a baseline resting 32-channel EEG. Brain-wide coherence between channel pairs was calculated for the frequency bands (alpha, beta, theta, and delta) and compared between MDD youth and HC. Random forest classifiers were used to predict individual MDD status using baseline qEEG coherence. Models were trained and tested using 10-repeated, 10-fold cross-validation, and performance was evaluated with the area under the receiver operating characteristic curve (AUC-ROC). The contribution of individual predictors was assessed using permutation importance. Model significance was assessed using permutation testing (B = 1000 resamples). Results: Random forest models predicted depression status with a trend-level of significance (mean AUC-ROC = 0.65, p = 0.08). Among the most predictive channel pairs, adolescent MDD was characterized by lower coherence in T7-P7 (p < 0.05), Fz-Cz, and Fp2-F8 as well as higher coherence in P4-O2 and Cz-Pz. Conclusions: This study provides preliminary evidence that multivariate patterns of qEEG may inform the diagnosis of adolescent MDD. Specific aberrant patterns of coherence within the default mode network and cognitive control network were characteristic of adolescent MDD. Ongoing work will seek to replicate these findings in a larger cohort.

背景:提高儿童重度抑郁障碍(MDD)的早期识别和准确诊断是一个迫切需要关注的问题。定量脑电图(qEEG)可能是一种有效的、无创的MDD诊断生物标志物。我们团队先前的工作表明,与年龄和性别匹配的健康对照组(hc)相比,异质组MDD青少年的静息连通性(通过qEEG一致性测量)降低。本研究探讨了qEEG一致性作为MDD诊断的预测因子,在前瞻性,纵向样本中,无药物治疗的MDD青少年与hc。方法:28名MDD青少年(儿童抑郁评定量表得分≥40)和27名年龄和性别匹配的hc(14-17岁,78%为女性)接受基线静息32通道脑电图。计算频带(alpha, beta, theta和delta)通道对之间的全脑相干性,并比较MDD青年和HC之间的相干性。随机森林分类器使用基线qEEG一致性预测个体MDD状态。采用10次重复、10倍交叉验证对模型进行训练和检验,并用受试者工作特征曲线下面积(AUC-ROC)评估模型的性能。使用排列重要性评估个体预测因子的贡献。采用置换检验评估模型显著性(B = 1000个样本)。结果:随机森林模型预测抑郁状态具有趋势显著性(平均AUC-ROC = 0.65, p = 0.08)。在最具预测性的通道对中,青少年MDD的特征是T7-P7、Fz-Cz和Fp2-F8的一致性较低(p < 0.05),而P4-O2和Cz-Pz的一致性较高。结论:本研究为qEEG的多变量模式可能为青少年MDD的诊断提供了初步证据。默认模式网络和认知控制网络内特定的一致性异常模式是青少年重度抑郁症的特征。正在进行的工作将寻求在更大的人群中复制这些发现。
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Journal of child and adolescent psychopharmacology
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