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Stimulant Medication Shortens the Duration of Impairing Emotional Outbursts 兴奋剂能缩短情绪失控的持续时间
Pub Date : 2025-03-01 DOI: 10.1016/j.jaacop.2024.01.002
Lauren M. Spring MD, Joseph E. Schwartz PhD, Gabrielle A. Carlson MD

Objective

Emotional dysregulation, often presenting as severe emotional outbursts, is being increasingly recognized as a source of considerable impairment for individuals with attention-deficit/hyperactivity disorder (ADHD). The aim of this study was to conduct a secondary analysis of data examining the impact of standing stimulant medication on the duration of emotional outbursts.

Method

The as needed (PRN)–medicated outbursts of psychiatrically hospitalized children, 5 to 12 years of age, were tracked by psychiatric nurses using the Behavioral Activity Rating Scale from the time of PRN administration until the child became calm. The impact of extended-release (ER), immediate-release (IR) stimulant and dose, type and reason for outburst/PRN (aggression, agitation, distress), standing concomitant psychotropic medications and time of day, and days since admission were examined.

Results

Forty-seven children had a total of 405 outbursts, 96 of which occurred when no stimulant was prescribed and 309 with stimulant medication. Controlling for time of day and standing neuroleptic dose, outbursts that occurred on an ER stimulant medication were statistically significantly shorter than those that occurred on no stimulant by about 20 minutes (52.7 vs 72.4 minutes), or 30 minutes for aggressive outbursts. Results were unchanged when further controlling for stimulant type and dose, α-agonist, days since admission, PRN medication type, or reason for PRN/outburst. Immediate-release stimulants and short-acting stimulants did not shorten outburst duration.

Conclusion

In children with ADHD with severe outbursts, ER stimulants were associated with shorter outburst duration than IR stimulants.

Plain language summary

This study examined psychiatrically hospitalized children with attention-deficit/hyperactivity disorder who had emotional outbursts requiring as-needed medication. Children who took extended-release stimulant medication (stimulants that are designed to last throughout the day) had shorter outbursts (by about 20 minutes) than children on no stimulant medication or short-acting stimulant medication.
情绪失调,通常表现为严重的情绪爆发,越来越多地被认为是注意力缺陷多动障碍(ADHD)患者严重损害的一个原因。本研究的目的是对长期服用兴奋剂药物对情绪爆发持续时间的影响进行二次分析。方法对5 ~ 12岁精神科住院儿童按需服药(PRN)至患儿平静期间,由精神科护士采用行为活动评定量表进行跟踪。检查了缓释(ER)、速释(IR)兴奋剂的影响、剂量、爆发/PRN(攻击、躁动、痛苦)的类型和原因、长期服用精神药物的时间、入院后的天数。结果47例患儿共发生405次情绪爆发,其中96例发生在未使用兴奋剂时,309例发生在使用兴奋剂时。控制一天中的时间和固定的抗精神病药剂量,服用ER兴奋剂的发作时间比未服用ER兴奋剂的发作时间短约20分钟(52.7分钟vs 72.4分钟),或30分钟的攻击性发作时间。在进一步控制兴奋剂类型和剂量、α-激动剂、入院天数、PRN用药类型和PRN/爆发原因后,结果没有变化。立即释放的兴奋剂和短效兴奋剂不缩短爆发持续时间。结论在严重爆发的ADHD患儿中,ER刺激剂比IR刺激剂能缩短爆发持续时间。本研究调查了患有注意力缺陷/多动障碍的精神科住院儿童,这些儿童有情绪爆发,需要按需用药。服用缓释性兴奋剂药物(设计为全天持续的兴奋剂)的儿童比不服用兴奋剂药物或短效兴奋剂药物的儿童爆发时间更短(大约20分钟)。
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引用次数: 0
Family Conflict, Perceived Criticism, and Aggression in Symptomatic Offspring of Parents With Mood Disorders: Results From a Clinical Trial of Family-Focused Therapy 患有情绪障碍的父母有症状的后代的家庭冲突、感知到的批评和攻击行为:以家庭为中心的疗法的临床试验结果
Pub Date : 2025-03-01 DOI: 10.1016/j.jaacop.2024.01.008
David J. Miklowitz PhD , Megan C. Ichinose PhD , Marc J. Weintraub PhD , John A. Merranko MA , Manpreet K. Singh MD, MS
<div><h3>Objective</h3><div>In offspring of parents with bipolar or major depressive disorder, we examined the longitudinal association between parents’ and youths’ ratings of family conflict and criticism and youths’ levels of impulsive aggression during a 6-month randomized trial of family intervention.</div></div><div><h3>Method</h3><div>Following a diagnostic evaluation, we offered adolescents (aged 13-19 years) and parents with mood disorders a 12-session, 18-week protocol of family-focused therapy, with random assignment to mobile applications that enabled mood tracking or encouraged practice of mood management and family communication skills, also with mood tracking. At pretreatment, 9 weeks, 18 weeks (posttreatment), and 27 weeks, parents completed measures of adolescent aggression and irritability, and parents/adolescents completed measures of dyadic conflict and perceived criticism.</div></div><div><h3>Results</h3><div>Parent- and youth-rated dyadic conflict scores and perceived criticism ratings were concurrently associated with youths’ composite aggression scores across the 4 timepoints. In lagged association analyses, parent-rated dyadic conflict scores in 1 9-week study interval predicted youths’ aggression scores in subsequent 9-week intervals (<em>F</em><sub>1,109</sub> = 7.36, <em>p</em> = .008). In contrast, youths' aggression scores in 1 interval predicted youths’ ratings of dyadic conflict in subsequent intervals (<em>F</em><sub>1,107</sub> = 8.16, <em>p</em> = .005). Levels of family conflict, perceived criticism, and youth aggression decreased over 6 months in both mobile app conditions.</div></div><div><h3>Conclusion</h3><div>In offspring of parents with mood disorders, levels of family conflict, criticism, and adolescent aggression are intercorrelated over time and suggest bidirectional, mutually influential processes within families. Aggression and its precipitants within family interactions should be a focus of interventions for youths with or at risk for mood disorders.</div></div><div><h3>Plain language summary</h3><div>The study’s purpose was to determine whether aggression in teenagers (aged 13-19 years) who had a biological parent with a mood disorder (major depression or bipolar disorder) was related to family conflict and parent/offspring criticism over 6 months. Adolescents and their parents received 12 telehealth family-focused therapy (FFT) sessions over 4 months and had access to either of 2 randomly assigned mobile phone applications. One enabled them to track their moods and the other to practice behavioral skills, such as mood management strategies or effective family communication between sessions. Family conflict and teen aggression were correlated in each of the study’s 9-week intervals, and parent-rated family conflict scores in one study interval predicted teens’ aggression scores in the next interval. Levels of family conflict, perceived criticism, and adolescents’ aggression decreased over 6 months i
目的通过一项为期6个月的家庭干预随机试验,研究父母和青少年对家庭冲突和批评的评分与青少年冲动攻击水平之间的纵向关联。方法:在诊断评估之后,我们为患有情绪障碍的青少年(13-19岁)和父母提供了为期12个疗程、为期18周的以家庭为中心的治疗方案,随机分配到能够跟踪情绪或鼓励实践情绪管理和家庭沟通技巧的移动应用程序,也有情绪跟踪。在治疗前、9周、18周(治疗后)和27周,父母完成了青少年攻击和易怒的测量,父母/青少年完成了对立冲突和感知批评的测量。结果父母和青少年的二元冲突评分和感知批评评分与青少年的综合攻击得分在4个时间点上同时相关。在滞后关联分析中,父母评定的冲突得分在19周的研究间隔内预测青少年在随后的9周间隔内的攻击得分(f1109 = 7.36, p = 0.008)。相比之下,青少年在一个区间的攻击得分预测了青少年在后续区间的二元冲突评分(f1107 = 8.16, p = 0.005)。在这两种情况下,家庭冲突、感知批评和青少年攻击的水平在6个月内都有所下降。结论在父母有情绪障碍的后代中,家庭冲突、批评和青少年攻击的水平随着时间的推移是相互关联的,表明家庭内部存在双向、相互影响的过程。对有情绪障碍或有情绪障碍风险的青少年来说,家庭互动中的攻击性及其促发因素应该是干预的重点。本研究的目的是确定父母一方患有情绪障碍(重度抑郁症或双相情感障碍)的青少年(13-19岁)在6个月内的攻击性行为是否与家庭冲突和父母/子女批评有关。青少年及其父母在4个月内接受了12次以家庭为重点的远程保健治疗,并可使用随机分配的两种移动电话应用程序中的任意一种。一种是让他们追踪自己的情绪,另一种是让他们练习行为技巧,比如情绪管理策略或在疗程之间进行有效的家庭沟通。家庭冲突和青少年攻击在研究的每个9周间隔中都是相关的,父母在一个研究间隔中评估的家庭冲突得分预测了青少年在下一个研究间隔中的攻击得分。在FFT/移动应用条件下,家庭冲突、感知批评和青少年攻击的水平在6个月内都有所下降,这表明家庭互动中的攻击应该是早期抑郁症或双相情感障碍青少年干预的重要重点。•在父母有情绪障碍的青少年后代中,家庭冲突的水平、青少年对批评和攻击的看法随着时间的推移是相互关联的。•以家庭为中心的12次疗程可能会对这些家庭过程产生积极影响。•强调情绪跟踪和家庭沟通技能的移动应用程序可以通过鼓励在会议间隙进行技能练习来加强基于远程保健的家庭干预。临床试验注册信息技术促进家庭治疗https://clinicaltrials.gov/;NCT03913013。多样性,纳入声明我们努力在招募人类参与者时确保性别和性别平衡。我们努力确保招募人类参与者的种族、民族和/或其他类型的多样性。我们努力确保研究问卷的编制具有包容性。本文的一位或多位作者自认为是科学中一个或多个历史上未被充分代表的种族和/或族裔群体的成员。本文的一位或多位作者自认为是科学界一个或多个历史上未被充分代表的性和/或性别群体的成员。本文的作者列表包括来自研究开展地和/或社区的贡献者,他们参与了数据收集、设计、分析和/或解释工作。
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引用次数: 0
Editors’ Best of 2024 2024年最佳编辑
Pub Date : 2025-03-01 DOI: 10.1016/j.jaacop.2024.12.003
Robert R. Althoff MD, PhD, Kara S. Bagot MD, Joseph Blader PhD, Daniel P. Dickstein MD, FAAP, Robert L. Findling MD, MBA, Manpreet K. Singh MD, MS
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引用次数: 0
Scoping Review and Clinical Guidance: Disparities in the Care of Youth With Agitation or Aggression in the Emergency Department 范围回顾和临床指导:在急诊科照顾激越或攻击性青少年的差异
Pub Date : 2025-03-01 DOI: 10.1016/j.jaacop.2024.01.007
Megan M. Mroczkowski MD , Mitch Otu MD, MBA , Nasuh Malas MD, MPH , Vera Feuer MD , Ruth Gerson MD

Objective

This scoping review aims to summarize the current state of research literature on disparities in the care of youth with agitation or aggression in the emergency department (ED), including referral, assessment, diagnosis, use of pharmacologic interventions, and use of restraint and seclusion.

Method

This study used the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) extension for scoping reviews searching PubMed and PsycINFO databases (May 1, 2013 through May 5, 2023) for studies that reported disparities in the care of youth with agitation or aggression in the pediatric ED.

Results

Disparities in the care of youth with agitation or aggression in the ED have been documented for race, sex, age, developmental status, and insurance status. There are no data available on disparities in ED-based care of youth with agitation or aggression based on gender identity and/or presentation, sexual orientation, socioeconomic status (SES), systems involvement (including child welfare, foster care, juvenile justice), or language proficiency.

Conclusion

Although there are some data on disparities in the care of youth with agitation or aggression the ED documented for race, sex, age, developmental status, and insurance status, further work in this area is needed. Actionable steps to address mental health disparities in the pediatric ED are discussed.

Plain language summary

This scoping review aimed to summarize the current state of research on disparities in the care of youth with agitation and aggression in the emergency department (ED), including referral, assessment, diagnosis, use of pharmacologic interventions, and utilization of restraint and seclusion. While there are some data on disparities in the care of youth with agitation or aggression in the ED documented for race, sex, age, developmental status, and insurance status, further work in this area is needed, including for sexual and gender minority youth. Actionable steps to address mental health disparities in the pediatric ED are discussed.

Study preregistration information

Disparities in the Care of Youth with Agitation or Aggression in the Emergency Department: A Scoping Review and Clinical Guidance; https://osf.io/eg7tk

Diversity & Inclusion Statement

One or more of the authors of this paper self-identifies as a member of one or more historically underrepresented racial and/or ethnic groups in science. We actively worked to promote sex and gender balance in our author group. We actively worked to promote inclusion of historically underrepresented racial and/or ethnic groups in science in our author group. While citing references scientifically relevant for this work, we also actively worked to promote sex and gender balan
目的本综述旨在总结急诊科(ED)青少年躁动或攻击性护理差异的研究文献现状,包括转诊、评估、诊断、药物干预的使用以及约束和隔离的使用。方法本研究使用系统评价和荟萃分析首选报告项目(PRISMA)扩展,检索PubMed和PsycINFO数据库(2013年5月1日至2023年5月5日),对报告儿科ED中躁动或攻击青少年护理差异的研究进行范围审查。结果ED中躁动或攻击青少年护理差异的记录涉及种族、性别、年龄、发育状况和保险状况。目前还没有数据表明,在基于教育的青少年躁动或攻击性护理中,性别认同和/或表现、性取向、社会经济地位(SES)、系统参与(包括儿童福利、寄养、少年司法)或语言能力方面存在差异。结论虽然在种族、性别、年龄、发育状况、保险状况等方面存在一定的差异,但在这方面还需要进一步的研究。讨论了解决儿科急诊科心理健康差异的可行步骤。本综述旨在总结急诊科(ED)青少年躁动和攻击治疗差异的研究现状,包括转诊、评估、诊断、药物干预的使用以及约束和隔离的使用。虽然有一些数据表明,在急诊科中,患有躁动或攻击性的青少年在种族、性别、年龄、发育状况和保险状况方面存在差异,但在这一领域还需要进一步的工作,包括针对性和性别少数群体的青少年。讨论了解决儿科急诊科心理健康差异的可行步骤。急诊科青少年躁动或攻击性护理的差异:范围回顾和临床指导https://osf.io/eg7tkDiversity,包含声明本文的一位或多位作者自认为是科学中一个或多个历史上未被充分代表的种族和/或族裔群体的成员。我们积极地在我们的作者群体中促进性别和性别平衡。我们积极努力促进在我们的作者群体中纳入历史上代表性不足的种族和/或民族群体。在引用与本工作科学相关的参考文献的同时,我们也积极地在我们的参考文献列表中促进性别和性别平衡。在引用与本工作科学相关的参考文献的同时,我们还积极努力促进在我们的参考文献列表中纳入历史上代表性不足的种族和/或民族群体。本文的作者列表包括来自研究开展地和/或社区的贡献者,他们参与了数据收集、设计、分析和/或解释工作。
{"title":"Scoping Review and Clinical Guidance: Disparities in the Care of Youth With Agitation or Aggression in the Emergency Department","authors":"Megan M. Mroczkowski MD ,&nbsp;Mitch Otu MD, MBA ,&nbsp;Nasuh Malas MD, MPH ,&nbsp;Vera Feuer MD ,&nbsp;Ruth Gerson MD","doi":"10.1016/j.jaacop.2024.01.007","DOIUrl":"10.1016/j.jaacop.2024.01.007","url":null,"abstract":"<div><h3>Objective</h3><div>This scoping review aims to summarize the current state of research literature on disparities in the care of youth with agitation or aggression in the emergency department (ED), including referral, assessment, diagnosis, use of pharmacologic interventions, and use of restraint and seclusion.</div></div><div><h3>Method</h3><div>This study used the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) extension for scoping reviews searching PubMed and PsycINFO databases (May 1, 2013 through May 5, 2023) for studies that reported disparities in the care of youth with agitation or aggression in the pediatric ED.</div></div><div><h3>Results</h3><div>Disparities in the care of youth with agitation or aggression in the ED have been documented for race, sex, age, developmental status, and insurance status. There are no data available on disparities in ED-based care of youth with agitation or aggression based on gender identity and/or presentation, sexual orientation, socioeconomic status (SES), systems involvement (including child welfare, foster care, juvenile justice), or language proficiency.</div></div><div><h3>Conclusion</h3><div>Although there are some data on disparities in the care of youth with agitation or aggression the ED documented for race, sex, age, developmental status, and insurance status, further work in this area is needed. Actionable steps to address mental health disparities in the pediatric ED are discussed.</div></div><div><h3>Plain language summary</h3><div>This scoping review aimed to summarize the current state of research on disparities in the care of youth with agitation and aggression in the emergency department (ED), including referral, assessment, diagnosis, use of pharmacologic interventions, and utilization of restraint and seclusion. While there are some data on disparities in the care of youth with agitation or aggression in the ED documented for race, sex, age, developmental status, and insurance status, further work in this area is needed, including for sexual and gender minority youth. Actionable steps to address mental health disparities in the pediatric ED are discussed.</div></div><div><h3>Study preregistration information</h3><div>Disparities in the Care of Youth with Agitation or Aggression in the Emergency Department: A Scoping Review and Clinical Guidance; <span><span>https://osf.io/eg7tk</span><svg><path></path></svg></span></div></div><div><h3>Diversity &amp; Inclusion Statement</h3><div>One or more of the authors of this paper self-identifies as a member of one or more historically underrepresented racial and/or ethnic groups in science. We actively worked to promote sex and gender balance in our author group. We actively worked to promote inclusion of historically underrepresented racial and/or ethnic groups in science in our author group. While citing references scientifically relevant for this work, we also actively worked to promote sex and gender balan","PeriodicalId":73525,"journal":{"name":"JAACAP open","volume":"3 1","pages":"Pages 6-13"},"PeriodicalIF":0.0,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143510897","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Aggressive Behavior in Children and Adolescents With Bipolar Spectrum Disorder: A Systematic Review of the Prevalence, Associated Factors, and Treatment 双相情感障碍儿童和青少年的攻击行为:关于患病率、相关因素和治疗的系统性综述
Pub Date : 2025-03-01 DOI: 10.1016/j.jaacop.2024.02.009
Clàudia Aymerich MD , Edward Bullock MSc, BSc , Savannah M.B. Rowe MBChB (Candidate) , Ana Catalan MD, PhD , Gonzalo Salazar de Pablo MD, PhD
<div><h3>Objective</h3><div>Bipolar disorder (BD) in childhood and adolescence is associated with aggressive behaviors, which might be common and in turn associated with poor clinical outcomes. This is the first systematic review to provide a comprehensive view of the current status of the knowledge about aggressive behaviors in youth with BD.</div></div><div><h3>Method</h3><div>We conducted a PRISMA–compliant systematic review of studies investigating aggressive behaviors in children and adolescents with BD (PROSPERO: CRD42023431674). A systematic multi-step literature search was performed on PubMed and the Web of Science. Literature search and data extraction were carried out independently. We provided a systematic synthesis of the findings from the included studies We assessed risk of bias using a modified version of the Newcastle-Ottawa Scale for cross-sectional and cohort studies.</div></div><div><h3>Results</h3><div>Of the 2,277 identified records 35 were included; mean age was 12.4 years, and 57.1% were male individuals. 7 studies reported on the prevalence of aggressive behavior among BD children and adolescent population, with 5 of them reporting a prevalence of over 69.0%. Aggressive behaviors were more common in children and adolescents with BD than in those with ADHD or depression. Aggressive behaviors were associated with borderline personality disorder features and poor family functioning. Valproic acid received empirical support for its efficacy in reducing aggressive behavior in BD.</div></div><div><h3>Conclusion</h3><div>Aggressive behaviors are prevalent among youth with BD and warrant clinical attention and specific evidence-based management. Further research on prognostic factors and psychosocial interventions evaluated prospectively is required.</div></div><div><h3>Plain language summary</h3><div>In a systematic review including 35 articles, aggressive behaviors were found to be prevalent among young people with bipolar disorder. Aggressive behaviors among children and adolescents are more common in youth with bipolar disorder than youth with major depressive and attentional disorders and are associated with borderline personality disorder features and poor family functioning. More research is needed on prognostic factors and treatments for these highly impacting behaviors.</div></div><div><h3>Diversity & Inclusion Statement</h3><div>One or more of the authors of this paper self-identifies as a member of one or more historically underrepresented racial and/or ethnic groups in science. One or more of the authors of this paper self-identifies as a member of one or more historically underrepresented sexual and/or gender groups in science. One or more of the authors of this paper self-identifies as living with a disability. We actively worked to promote sex and gender balance in our author group. We actively worked to promote inclusion of historically underrepresented racial and/or ethnic groups in science in our author group
目的:儿童和青少年双相情感障碍(BD)与攻击行为相关,这可能是常见的,反过来又与不良的临床结果相关。方法对儿童和青少年双相障碍患者攻击行为的研究进行了符合prisma标准的系统综述(PROSPERO: CRD42023431674)。在PubMed和Web of Science上进行了系统的多步骤文献检索。文献检索和数据提取独立进行。我们对纳入研究的结果进行了系统的综合。我们对横断面研究和队列研究使用改良版的纽卡斯尔-渥太华量表评估偏倚风险。结果在确定的2277份记录中,35份被纳入;平均年龄12.4岁,男性占57.1%。7项研究报告了双相障碍儿童和青少年群体中攻击行为的患病率,其中5项研究报告患病率超过69.0%。儿童和青少年双相障碍患者的攻击行为比多动症或抑郁症患者更常见。攻击行为与边缘型人格障碍特征和不良的家庭功能有关。结论攻击行为在青年双相障碍患者中普遍存在,需要引起临床重视和针对性的循证管理。需要对预后因素和社会心理干预措施进行进一步的研究。在一项包含35篇文章的系统综述中,攻击行为在患有双相情感障碍的年轻人中普遍存在。儿童和青少年的攻击行为在患有双相情感障碍的青少年中比患有重度抑郁症和注意力障碍的青少年更常见,并且与边缘型人格障碍特征和不良的家庭功能有关。需要对这些影响很大的行为的预后因素和治疗进行更多的研究。多样性,包含声明本文的一位或多位作者自认为是科学中一个或多个历史上未被充分代表的种族和/或族裔群体的成员。本文的一位或多位作者自认为是科学界一个或多个历史上未被充分代表的性和/或性别群体的成员。本文的一位或多位作者自认为患有残疾。我们积极地在我们的作者群体中促进性别和性别平衡。我们积极努力促进在我们的作者群体中纳入历史上代表性不足的种族和/或民族群体。
{"title":"Aggressive Behavior in Children and Adolescents With Bipolar Spectrum Disorder: A Systematic Review of the Prevalence, Associated Factors, and Treatment","authors":"Clàudia Aymerich MD ,&nbsp;Edward Bullock MSc, BSc ,&nbsp;Savannah M.B. Rowe MBChB (Candidate) ,&nbsp;Ana Catalan MD, PhD ,&nbsp;Gonzalo Salazar de Pablo MD, PhD","doi":"10.1016/j.jaacop.2024.02.009","DOIUrl":"10.1016/j.jaacop.2024.02.009","url":null,"abstract":"&lt;div&gt;&lt;h3&gt;Objective&lt;/h3&gt;&lt;div&gt;Bipolar disorder (BD) in childhood and adolescence is associated with aggressive behaviors, which might be common and in turn associated with poor clinical outcomes. This is the first systematic review to provide a comprehensive view of the current status of the knowledge about aggressive behaviors in youth with BD.&lt;/div&gt;&lt;/div&gt;&lt;div&gt;&lt;h3&gt;Method&lt;/h3&gt;&lt;div&gt;We conducted a PRISMA–compliant systematic review of studies investigating aggressive behaviors in children and adolescents with BD (PROSPERO: CRD42023431674). A systematic multi-step literature search was performed on PubMed and the Web of Science. Literature search and data extraction were carried out independently. We provided a systematic synthesis of the findings from the included studies We assessed risk of bias using a modified version of the Newcastle-Ottawa Scale for cross-sectional and cohort studies.&lt;/div&gt;&lt;/div&gt;&lt;div&gt;&lt;h3&gt;Results&lt;/h3&gt;&lt;div&gt;Of the 2,277 identified records 35 were included; mean age was 12.4 years, and 57.1% were male individuals. 7 studies reported on the prevalence of aggressive behavior among BD children and adolescent population, with 5 of them reporting a prevalence of over 69.0%. Aggressive behaviors were more common in children and adolescents with BD than in those with ADHD or depression. Aggressive behaviors were associated with borderline personality disorder features and poor family functioning. Valproic acid received empirical support for its efficacy in reducing aggressive behavior in BD.&lt;/div&gt;&lt;/div&gt;&lt;div&gt;&lt;h3&gt;Conclusion&lt;/h3&gt;&lt;div&gt;Aggressive behaviors are prevalent among youth with BD and warrant clinical attention and specific evidence-based management. Further research on prognostic factors and psychosocial interventions evaluated prospectively is required.&lt;/div&gt;&lt;/div&gt;&lt;div&gt;&lt;h3&gt;Plain language summary&lt;/h3&gt;&lt;div&gt;In a systematic review including 35 articles, aggressive behaviors were found to be prevalent among young people with bipolar disorder. Aggressive behaviors among children and adolescents are more common in youth with bipolar disorder than youth with major depressive and attentional disorders and are associated with borderline personality disorder features and poor family functioning. More research is needed on prognostic factors and treatments for these highly impacting behaviors.&lt;/div&gt;&lt;/div&gt;&lt;div&gt;&lt;h3&gt;Diversity &amp; Inclusion Statement&lt;/h3&gt;&lt;div&gt;One or more of the authors of this paper self-identifies as a member of one or more historically underrepresented racial and/or ethnic groups in science. One or more of the authors of this paper self-identifies as a member of one or more historically underrepresented sexual and/or gender groups in science. One or more of the authors of this paper self-identifies as living with a disability. We actively worked to promote sex and gender balance in our author group. We actively worked to promote inclusion of historically underrepresented racial and/or ethnic groups in science in our author group","PeriodicalId":73525,"journal":{"name":"JAACAP open","volume":"3 1","pages":"Pages 42-55"},"PeriodicalIF":0.0,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140762285","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Systematic Review: Intervention Strategies for Treating Relational Aggression in Female Juvenile Offenders and At-Risk Female Youth 系统回顾:治疗女性少年犯及高危女性青少年关系攻击的干预策略
Pub Date : 2025-03-01 DOI: 10.1016/j.jaacop.2024.04.003
Jenny Magram MS, Erica Ackerman MS, Claire Stafford MS, Tom D. Kennedy PhD

Objective

Female juvenile offenders commonly display a distinct form of aggression, known as relational aggression, which demands its own dedicated focus and specialized intervention approaches, as exemplified by the limited yet steadily growing body of research on the issue. This review set out to explore current relational aggression interventions specifically designed for incarcerated female youth, which was subsequently broadened to include at-risk female adolescents.

Method

In stage 1, the effectiveness of intervention strategies targeting relationally aggressive behaviors in female juvenile offenders was systematically reviewed. As so few studies existed in the peer-reviewed literature, in stage 2, a review was conducted with a broader scope examining intervention strategies only with at-risk female adolescents.

Results

The electronic databases JBI EBP, PsycINFO, and PubMed/MEDLINE were searched for the systematic review. At stage 1, 16 full-text articles were reviewed for quality, and of these articles, 13 were excluded due to sample population, outcomes, and lack of measuring correlates of relevant behavior. At stage 2, 12 full-text articles were reviewed for quality, and of these articles, 6 were excluded for the above-mentioned reasons.

Conclusion

There are promising advancements in the development and implementation of interventions tailored to attenuate relationally aggressive behaviors in female youth deemed at risk or currently in the juvenile justice system.

Plain language summary

Female juvenile offenders commonly display a distinct form of aggression, known as relational aggression. The effectiveness of intervention strategies targeting relationally aggressive behaviors in female juvenile offenders and subsequently at-risk female adolescents were systematically reviewed in 2 separate stages. It was found that there were promising advancements in the development and implementation of interventions tailored to attenuate relationally aggressive behaviors observed in young females deemed at-risk or currently in the juvenile justice system.
女性少年犯通常表现出一种独特的攻击形式,被称为关系攻击,这需要专门的关注和专门的干预方法,正如有限但稳步增长的研究机构所证明的那样。本综述旨在探讨目前专门为被监禁的女性青少年设计的关系攻击干预措施,随后扩大到包括有风险的女性青少年。方法在第一阶段,系统评价针对女性少年犯关系攻击行为的干预策略的有效性。由于在同行评议的文献中存在的研究很少,在第二阶段,进行了一项更广泛的审查,仅针对有风险的女性青少年检查干预策略。结果检索JBI EBP、PsycINFO和PubMed/MEDLINE电子数据库进行系统评价。在第1阶段,对16篇全文文章进行了质量审查,其中13篇文章因样本总体、结果和缺乏相关行为的测量相关性而被排除。在第二阶段,对12篇全文文章进行了质量审查,其中6篇由于上述原因被排除在外。结论在制定和实施针对性的干预措施以减少被认为有风险或目前在少年司法系统中的女性青少年的关系攻击行为方面有很大的进展。女性少年犯通常表现出一种独特的攻击形式,被称为关系攻击。本研究分两个阶段对女性少年犯及其后高危女性青少年关系攻击行为干预策略的有效性进行了系统评价。研究发现,在制定和实施干预措施方面,有希望取得进展,这些干预措施旨在减少在青少年司法系统中观察到的处于危险中的年轻女性的相对攻击行为。
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引用次数: 0
Psychometric Features, Score Distributions, and Factor Structure of the Retrospective Modified Overt Aggression Scale From a Pediatric Cohort Referred for Behavioral Health Treatment 一个接受行为健康治疗的儿童队列的回顾性修正显性攻击量表的心理测量特征、得分分布和因素结构
Pub Date : 2025-03-01 DOI: 10.1016/j.jaacop.2024.02.004
Joseph C. Blader PhD
<div><h3>Objective</h3><div>Aggression is a complication of many psychiatric conditions in youth, but a need remains to measure its specific behaviors. This study evaluated the psychometric and other features of the Retrospective-Modified Overt Aggression Scale (R-MOAS), a 16-item, adult-informant measure for the frequency of verbal, property-related, physical, and self-directed aggressive behaviors.</div></div><div><h3>Method</h3><div>Parents of 4,155 youth, aged 5 to 17 years, completed the R-MOAS following referral for behavioral health concerns from general pediatric settings. Analyses examined the following: (1) score distributions, (2) internal consistency, test–retest reliability, and validity, (3) item response theory (IRT) performance, and (4) factor structure.</div></div><div><h3>Results</h3><div>Scores best fit a zero-modified exponential distribution. Self-directed aggressive behavior decreased less with age among female patients. Cronbach α and McDonald ω were high (0.88 and 0.87, respectively), indicating good internal consistency. Test–retest reliability was 0.70. The pattern of correlations with other measures demonstrated convergent and discriminant validity. IRT analyses showed good discrimination covering a range of scores. IRT supports the ordinality of ratings within items but not the scale’s traditional approach to weighting item severity. Factor analysis suggested a 2-factor structure. One factor has high loadings from verbal items and milder physical and property-directed aggression (“Eruptive”), and the other factor’s loadings drew from self-directed and more destructive behaviors (“Harmful/Distressed”). Measures of affective disturbances made unique contributions to the Harmful/Distressed factor only, whereas the Eruptive factor showed stronger influences of impulsiveness and externalizing behavior.</div></div><div><h3>Conclusion</h3><div>The R-MOAS fulfills psychometric criteria for reliability, validity, and IRT performance. It can be a useful component in clinical care and research for the identification, quantification, and outcome monitoring of aggressive behavior in youth. Scoring using item scores is superior to the weighting methods of prior versions, which should be disfavored in youth populations. Factor structure suggests one phenotype that features verbal and relatively minor forms of aggression and another in which self-directed and severe harmful behaviors accompany greater affective disturbance.</div></div><div><h3>Plain language summary</h3><div>Aggressive behavior is a common and serious concern among youth receiving mental health care. Measuring this behavior is important for clinical care and research. This study shows that a parent-report rating scale, the Revised – Modified Overt Aggression Scale (R-MOAS), is useful based on analysis of scales completed for over 4,000 children and adolescents in pediatric/psychiatric collaborative care settings. Its psychometric properties fulfill standard criteria f
攻击是许多青少年精神疾病的并发症,但仍需要测量其具体行为。本研究评估了回顾性修正公开攻击量表(R-MOAS)的心理测量和其他特征,这是一项16项的成人信息测量,用于测量言语、财产相关、身体和自我导向攻击行为的频率。方法4155名5 - 17岁青少年的父母在从普通儿科转诊到行为健康问题后完成了R-MOAS。分析内容包括:(1)得分分布;(2)内部一致性、重测信度和效度;(3)项目反应理论(IRT)表现;(4)因素结构。结果得分最符合零修正指数分布。女性患者的自我导向攻击行为随年龄减少较少。Cronbach α和McDonald ω较高(分别为0.88和0.87),内部一致性较好。重测信度为0.70。与其他测量的相关模式显示了收敛效度和区别效度。IRT分析显示,在分数范围内具有良好的辨别能力。IRT支持项目内评级的平稳性,但不支持该量表衡量项目严重性的传统方法。因子分析显示为双因子结构。一个因素从言语项目和温和的身体和财产导向攻击(“爆发”)中获得高负荷,另一个因素从自我导向和更具破坏性的行为(“有害/痛苦”)中获得负荷。情感干扰的测量仅对有害/痛苦因素有独特的贡献,而爆发因素对冲动和外化行为的影响更大。结论R-MOAS量表在信度、效度和IRT表现上均满足心理测量标准。它可以是一个有用的组成部分,在临床护理和研究的识别,量化和结果监测的攻击行为在青少年。使用项目得分的评分优于先前版本的加权方法,这在青年人群中应该不受欢迎。因素结构表明,一种表现型以言语和相对较小的攻击形式为特征,另一种表现型以自我导向和严重的有害行为伴随着更大的情感障碍。攻击行为在接受心理健康护理的青少年中是一个普遍而严重的问题。测量这种行为对临床护理和研究很重要。本研究通过对4000多名儿童和青少年在儿科/精神科合作护理环境中完成的量表进行分析,表明家长报告评定量表——修订-修正显性攻击量表(R-MOAS)是有用的。其心理测量特性满足信度和效度标准。文章还展示了该样本中几种攻击行为的频率,并证明这些行为是频繁的,而且往往是严重的。例如,据报道,近四分之一的人在前一周打过别人一到两次,另有12%的人据说打过三到四次。由于临床上很少有经过验证的量表来评估攻击行为,因此本研究支持使用R-MOAS来填补这一空白。
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引用次数: 0
Research Agenda in Childhood Impairing Emotional Outbursts: A Report of the AACAP Presidential Taskforce on Emotional Dysregulation 儿童情绪爆发的研究议程:AACAP情绪失调总统特别工作组的报告
Pub Date : 2025-03-01 DOI: 10.1016/j.jaacop.2024.08.001
Robert R. Althoff MD, PhD , Manpreet K. Singh MD, MS , Argyris Stringaris MD, PhD , John N. Constantino MD , Lisa Amaya-Jackson MD, MPH , Tami D. Benton MD , Christopher Bellonci MD , Jeff Q. Bostic MD, EdD , Jaclyn Datar Chua DO , Robert L. Findling MD, MBA , Cathryn A. Galanter MD , Ruth S. Gerson MD , Jon M. McClellan MD , Michael T. Sorter MD , James G. Waxmonsky MD , Gabrielle A. Carlson MD
<div><h3>Objective</h3><div>As part of the 2019-2021 presidential term of the American Academy of Child and Adolescent Psychiatry (AACAP), the AACAP Presidential Initiative on Emotion Dysregulation in Youth Taskforce was established. The aim was to address emotion dysregulation in children and adolescents, focusing on developing methods for clinicians to identify, characterize, and treat impairing emotional outbursts along with development of a research agenda that would guide relevant researchers and research funders. One method to characterize emotion dysregulation was accomplished by recommendations for use of a diagnostic code that is available in the <em>DSM.</em> The research agenda is presented here.</div></div><div><h3>Method</h3><div>The Taskforce specifically focused on aggressive behaviors and emotions associated with outbursts. The development of a research agenda took place over 2 years of examination of the current needs in the literature, with contributions from experts in the field. This work dovetailed with the efforts from the Congress on Pediatric Irritability and Dysregulation, which had been meeting since 2015 to advance research into the measurement, pathophysiology, and treatment of emotion regulation problems in youth. We concentrated on the central questions concerning the measurement of outbursts, key questions linking outbursts to other psychopathologies, and how behavior in outbursts is separable from typical behavior.</div></div><div><h3>Results</h3><div>A description of the qualitative data gathering process is provided here, along with the following: recommendations in the research areas of measurement; pathophysiology; delineating outbursts from other psychopathologies; exploring the cultural, social, and interpersonal aspects of outbursts; understanding the prevention and treatment of outbursts; and exploring how outbursts manifest and are treated based on setting. Specific examples of research opportunities and future directions are provided.</div></div><div><h3>Conclusion</h3><div>A call is made to funding agencies to examine the spaces within their strategic plans that will allow for engagement in critical efforts to improve the lives of children and adolescents with severe emotional outbursts—some of the most impaired individuals presenting for care in child and adolescent psychiatry.</div></div><div><h3>Plain language summary</h3><div>The 2019 to 2021 AACAP Presidential Initiative on Emotion Regulation in Youth Taskforce was created by Dr. Gabrielle A. Carlson and aimed to address the field of treatment and research of youth with impairing emotional outbursts. The taskforce was made up of clinicians and researchers, including experts from the Congress on Pediatric Irritability and Dysregulation, and focused on developing methods for clinicians to identify, characterize, and treat impairing emotional outbursts. The 2-year taskforce led to the development of a research agenda to guide next steps for researchers
作为美国儿童与青少年精神病学学会(AACAP) 2019-2021年主席任期的一部分,成立了AACAP青年情绪失调总统倡议工作组。其目的是解决儿童和青少年的情绪失调问题,重点是为临床医生开发方法,以识别、表征和治疗有害的情绪爆发,同时制定研究议程,指导相关研究人员和研究资助者。描述情绪失调的一种方法是通过使用DSM中可用的诊断代码的建议来完成的。研究议程如下。方法工作组特别关注与爆发相关的攻击行为和情绪。研究议程的制定是在对文献中当前需求的审查中进行的,并得到了该领域专家的贡献。这项工作与儿科易怒和失调大会的努力相吻合,该大会自2015年以来一直在开会,旨在推进青少年情绪调节问题的测量、病理生理学和治疗方面的研究。我们集中于关于爆发的测量的中心问题,将爆发与其他精神病理学联系起来的关键问题,以及如何将爆发中的行为与典型行为分开。结果对定性数据的收集过程进行了描述,并提出了测量研究领域的建议;病理生理学;描述其他精神病理的爆发;探索爆发的文化、社会和人际关系方面;了解情绪爆发的预防和治疗;并探索如何根据环境表现和治疗情绪爆发。提供了研究机会和未来发展方向的具体例子。结论:我们呼吁资助机构在他们的战略计划中检查空间,这些空间将允许参与关键的努力,以改善患有严重情绪爆发的儿童和青少年的生活,这些儿童和青少年是儿童和青少年精神病学护理中最受损的个体。2019年至2021年AACAP青年情绪调节总统倡议工作组由加布里埃尔·a·卡尔森博士创建,旨在解决青少年情绪爆发受损的治疗和研究领域。该工作组由临床医生和研究人员组成,包括来自儿科易怒和失调大会的专家,重点是为临床医生开发识别、表征和治疗有害情绪爆发的方法。这个为期两年的工作组制定了一项研究议程,为研究人员和研究资助者指导下一步的工作。鼓励来自初级和高级研究人员、临床心理学家、研究生和研究生的各种意见。本报告详细介绍了定性数据收集过程和对该领域的建议。
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引用次数: 0
Altered Neural Activation in First Episode Psychosis Patients With Comorbid Conduct Disorder: A Pilot Investigation 伴有共病性行为障碍的首发精神病患者的神经激活改变:一项试点调查
Pub Date : 2025-03-01 DOI: 10.1016/j.jaacop.2024.04.001
Nathan J. Kolla MD, PhD, FRCPC , Ryan Aloysius BSc , George Gainham BSc , Colin Hawco PhD

Objective

Most individuals with psychosis do not perpetrate violence. However, conduct disorder (CD) increases the risk of violence in psychotic conditions. Because it is currently unknown whether the neural correlates of first-episode psychosis (FEP) differ when CD is present, we used functional magnetic resonance imaging (fMRI) during a Go/No-Go impulsivity paradigm to investigate. Based on previous research, we hypothesized that activation differences between FEP and FEP+CD would be found in the prefrontal cortex, cingulate cortex, and inferior parietal lobule.

Method

We scanned 51 male participants: 17 FEP, 16 FEP+CD, and 18 healthy controls with an average age of 24.2 years (range, 17-34 years). Whole-brain images were analyzed via a general linear model, and first-level contrast images were created comparing successful No-Go > Go trials. Paired t tests were conducted at the group level and included confound regressors for age, IQ, antipsychotic dose, psychotic symptoms, and framewise displacement. A voxel-based Z-score threshold of Z > 3.1 (p < 0.001, uncorrected) and a cluster-level extent threshold of p <0.01, corrected, was considered significant.

Results

Successful response inhibition elicited hyperactivation in FEP+CD vs FEP in the cingulate gyrus; regions of the PFC, including right middle frontal gyrus (RMFG); bilateral inferior parietal lobule; temporal gyrus; and cerebellum (p values ranged from 1.11E-08 to 0.0031). There was no region in which activation was greater in FEP > FEP+CD.

Conclusion

These preliminary results tentatively suggest that brain regions subserving response inhibition may be altered when CD is comorbid with FEP.

Plain language summary

Conduct disorder increases the risk of aggression among individuals with psychosis. This study used fMRI during a task measuring impulsivity to determine whether individuals with first episode psychosis and comorbid conduct disorder have different brain responses than individuals with first episode psychosis alone and healthy controls. Increased activation of the prefrontal cortex, cingulate gyrus, bilateral inferior parietal lobule, temporal gyrus and cerebellum was found in first episode psychosis with conduct disorder versus first episode psychosis alone. These preliminary results suggest that brain regions subserving response inhibition may be altered when conduct disorder is comorbid with first episode psychosis.
目的:大多数精神病患者不会实施暴力。然而,品行障碍(CD)增加了精神疾病中暴力的风险。由于目前尚不清楚当CD存在时,首发精神病(FEP)的神经相关因素是否会有所不同,因此我们使用功能性磁共振成像(fMRI)在Go/No-Go冲动范式中进行研究。基于以往的研究,我们假设FEP与FEP+CD在前额叶皮层、扣带皮层和下顶叶中存在激活差异。方法对51例男性受试者进行扫描:17例FEP, 16例FEP+CD, 18例健康对照,平均年龄24.2岁(17-34岁)。通过一般线性模型分析全脑图像,并创建一级对比图像,比较成功的No-Go和gt;去试验。在组水平上进行配对t检验,包括年龄、智商、抗精神病药物剂量、精神病症状和框架移位等混杂回归因子。基于体素的Z分数阈值3.1 (p <;0.001,未经校正)和集群水平范围阈值p <;0.01,校正后,被认为是显著的。结果成功的反应抑制引起了FEP+CD与扣带回FEP的过度激活;PFC区域,包括右额叶中回(RMFG);双侧下顶叶;颞回;小脑(p值为1.11E-08 ~ 0.0031)。FEP >中没有激活更大的区域;聚全氟乙丙烯+ CD。结论这些初步结果初步提示,当CD与FEP合并症时,参与反应抑制的脑区可能发生改变。行为障碍增加了精神病患者的攻击风险。本研究在测量冲动性的任务中使用功能磁共振成像(fMRI)来确定首发精神病和共病行为障碍患者的大脑反应是否与首发精神病患者和健康对照者不同。首发精神病伴品行障碍患者的前额叶皮层、扣带回、双侧顶叶下小叶、颞回和小脑的激活增加,与首发精神病患者相比。这些初步结果表明,当品行障碍与首发精神病共病时,服务于反应抑制的大脑区域可能会发生改变。
{"title":"Altered Neural Activation in First Episode Psychosis Patients With Comorbid Conduct Disorder: A Pilot Investigation","authors":"Nathan J. Kolla MD, PhD, FRCPC ,&nbsp;Ryan Aloysius BSc ,&nbsp;George Gainham BSc ,&nbsp;Colin Hawco PhD","doi":"10.1016/j.jaacop.2024.04.001","DOIUrl":"10.1016/j.jaacop.2024.04.001","url":null,"abstract":"<div><h3>Objective</h3><div>Most individuals with psychosis do not perpetrate violence. However, conduct disorder (CD) increases the risk of violence in psychotic conditions. Because it is currently unknown whether the neural correlates of first-episode psychosis (FEP) differ when CD is present, we used functional magnetic resonance imaging (fMRI) during a Go/No-Go impulsivity paradigm to investigate. Based on previous research, we hypothesized that activation differences between FEP and FEP+CD would be found in the prefrontal cortex, cingulate cortex, and inferior parietal lobule.</div></div><div><h3>Method</h3><div>We scanned 51 male participants: 17 FEP, 16 FEP+CD, and 18 healthy controls with an average age of 24.2 years (range, 17-34 years). Whole-brain images were analyzed via a general linear model, and first-level contrast images were created comparing successful No-Go &gt; Go trials. Paired <em>t</em> tests were conducted at the group level and included confound regressors for age, IQ, antipsychotic dose, psychotic symptoms, and framewise displacement. A voxel-based <em>Z</em>-score threshold of Z &gt; 3.1 (<em>p</em> &lt; 0.001, uncorrected) and a cluster-level extent threshold of <em>p</em> &lt;0.01, corrected, was considered significant.</div></div><div><h3>Results</h3><div>Successful response inhibition elicited hyperactivation in FEP+CD vs FEP in the cingulate gyrus; regions of the PFC, including right middle frontal gyrus (RMFG); bilateral inferior parietal lobule; temporal gyrus; and cerebellum (<em>p</em> values ranged from 1.11E-08 to 0.0031). There was no region in which activation was greater in FEP &gt; FEP+CD.</div></div><div><h3>Conclusion</h3><div>These preliminary results tentatively suggest that brain regions subserving response inhibition may be altered when CD is comorbid with FEP.</div></div><div><h3>Plain language summary</h3><div>Conduct disorder increases the risk of aggression among individuals with psychosis. This study used fMRI during a task measuring impulsivity to determine whether individuals with first episode psychosis and comorbid conduct disorder have different brain responses than individuals with first episode psychosis alone and healthy controls. Increased activation of the prefrontal cortex, cingulate gyrus, bilateral inferior parietal lobule, temporal gyrus and cerebellum was found in first episode psychosis with conduct disorder versus first episode psychosis alone. These preliminary results suggest that brain regions subserving response inhibition may be altered when conduct disorder is comorbid with first episode psychosis.</div></div>","PeriodicalId":73525,"journal":{"name":"JAACAP open","volume":"3 1","pages":"Pages 101-113"},"PeriodicalIF":0.0,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143510264","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Using Machine Learning to Determine a Functional Classifier of Retaliation and Its Association With Aggression 利用机器学习确定报复的功能分类器及其与攻击行为的关系
Pub Date : 2025-03-01 DOI: 10.1016/j.jaacop.2024.04.007
Robert James Richard Blair PhD , Johannah Bashford-Largo MEd, MA, PLMHP , Ahria J. Dominguez BA , Melissa Hatch BS , Matthew Dobbertin DO , Karina S. Blair PhD , Sahil Bajaj PhD
<div><h3>Objective</h3><div>Methods to determine integrity of integrated neural systems engaged in functional processes have proven elusive. This study sought to determine the extent to which a machine learning retaliation classifier (retaliation vs unfair offer) developed from a sample of typically developing (TD) adolescents could be applied to an independent sample of clinically concerning youth and the classifier-determined functional integrity for retaliation was associated with antisocial behavior and proactive and reactive aggression.</div></div><div><h3>Method</h3><div>Blood oxygen level–dependent response data were collected from 82 TD and 120 clinically concerning adolescents while they performed a retaliation task. The support vector machine algorithm was applied to the TD sample and tested on the clinically concerning sample (adolescents with externalizing and internalizing diagnoses).</div></div><div><h3>Results</h3><div>The support vector machine algorithm was able to distinguish the offer from the retaliation phase after training in the TD sample (accuracy = 92.48%, sensitivity = 89.47%, and specificity = 93.18%) that was comparably successful in distinguishing function in the test sample. Increasing retaliation distance from the hyperplane was associated with decreasing conduct problems and proactive aggression.</div></div><div><h3>Conclusion</h3><div>The current study provides preliminary data of the importance of a retaliation endophenotype whose functional integrity is associated with reported levels of conduct problems and proactive aggression.</div></div><div><h3>Plain language summary</h3><div>This study used a machine learning retaliation classifier developed from a sample of typically developing adolescents and applied it to data from an independent clinical sample. Goal directed aggression in the clinically concerning youth related to a failure to recruit the neural systems implicated in retaliation. The current study suggests a marker of retaliation response for use as a treatment target.</div></div><div><h3>Diversity & Inclusion Statement</h3><div>We worked to ensure sex and gender balance in the recruitment of human participants. We worked to ensure race, ethnic, and/or other types of diversity in the recruitment of human participants. We worked to ensure that the study questionnaires were prepared in an inclusive way. We worked to ensure sex balance in the selection of non-human subjects. We worked to ensure diversity in experimental samples through the selection of the cell lines. We worked to ensure diversity in experimental samples through the selection of the genomic datasets. Diverse cell lines and/or genomic datasets were not available. One or more of the authors of this paper self-identifies as a member of one or more historically underrepresented racial and/or ethnic groups in science. We actively worked to promote sex and gender balance in our author group. We actively worked to promote inclusion of histo
目的确定参与功能过程的综合神经系统完整性的方法被证明是难以捉摸的。本研究试图确定从典型发育(TD)青少年样本中开发的机器学习报复分类器(报复与不公平待遇)在多大程度上可以应用于临床相关青少年的独立样本,以及分类器确定的报复功能完整性与反社会行为和主动和被动攻击相关。方法收集82名TD和120名临床青少年在执行报复任务时的血氧水平依赖性反应数据。将支持向量机算法应用于TD样本,并在临床相关样本(外化和内化诊断的青少年)上进行测试。结果支持向量机算法在TD样本中训练后能够区分出主动和报复阶段,准确率为92.48%,灵敏度为89.47%,特异性为93.18%,在测试样本中区分功能较为成功。增加与超平面的报复距离与减少行为问题和主动攻击有关。结论目前的研究提供了报复内表型的重要性的初步数据,其功能完整性与报告的行为问题和主动攻击水平相关。本研究使用了从典型发育青少年样本中开发的机器学习报复分类器,并将其应用于来自独立临床样本的数据。在临床上,目标导向的攻击与青少年未能招募涉及报复的神经系统有关。目前的研究建议将报复反应标记物作为治疗目标。多样性,纳入声明我们努力在招募人类参与者时确保性别和性别平衡。我们努力确保招募人类参与者的种族、民族和/或其他类型的多样性。我们努力确保研究问卷的编制具有包容性。我们努力确保选择非人类受试者时的性别平衡。我们努力通过细胞系的选择来确保实验样品的多样性。我们努力通过选择基因组数据集来确保实验样本的多样性。没有不同的细胞系和/或基因组数据集。本文的一位或多位作者自认为是科学中一个或多个历史上未被充分代表的种族和/或族裔群体的成员。我们积极地在我们的作者群体中促进性别和性别平衡。我们积极努力促进在我们的作者群体中纳入历史上代表性不足的种族和/或民族群体。在引用与本工作科学相关的参考文献的同时,我们也积极地在我们的参考文献列表中促进性别和性别平衡。在引用与本工作科学相关的参考文献的同时,我们还积极努力促进在我们的参考文献列表中纳入历史上代表性不足的种族和/或民族群体。本文的作者列表包括来自研究开展地和/或社区的贡献者,他们参与了数据收集、设计、分析和/或解释工作。
{"title":"Using Machine Learning to Determine a Functional Classifier of Retaliation and Its Association With Aggression","authors":"Robert James Richard Blair PhD ,&nbsp;Johannah Bashford-Largo MEd, MA, PLMHP ,&nbsp;Ahria J. Dominguez BA ,&nbsp;Melissa Hatch BS ,&nbsp;Matthew Dobbertin DO ,&nbsp;Karina S. Blair PhD ,&nbsp;Sahil Bajaj PhD","doi":"10.1016/j.jaacop.2024.04.007","DOIUrl":"10.1016/j.jaacop.2024.04.007","url":null,"abstract":"&lt;div&gt;&lt;h3&gt;Objective&lt;/h3&gt;&lt;div&gt;Methods to determine integrity of integrated neural systems engaged in functional processes have proven elusive. This study sought to determine the extent to which a machine learning retaliation classifier (retaliation vs unfair offer) developed from a sample of typically developing (TD) adolescents could be applied to an independent sample of clinically concerning youth and the classifier-determined functional integrity for retaliation was associated with antisocial behavior and proactive and reactive aggression.&lt;/div&gt;&lt;/div&gt;&lt;div&gt;&lt;h3&gt;Method&lt;/h3&gt;&lt;div&gt;Blood oxygen level–dependent response data were collected from 82 TD and 120 clinically concerning adolescents while they performed a retaliation task. The support vector machine algorithm was applied to the TD sample and tested on the clinically concerning sample (adolescents with externalizing and internalizing diagnoses).&lt;/div&gt;&lt;/div&gt;&lt;div&gt;&lt;h3&gt;Results&lt;/h3&gt;&lt;div&gt;The support vector machine algorithm was able to distinguish the offer from the retaliation phase after training in the TD sample (accuracy = 92.48%, sensitivity = 89.47%, and specificity = 93.18%) that was comparably successful in distinguishing function in the test sample. Increasing retaliation distance from the hyperplane was associated with decreasing conduct problems and proactive aggression.&lt;/div&gt;&lt;/div&gt;&lt;div&gt;&lt;h3&gt;Conclusion&lt;/h3&gt;&lt;div&gt;The current study provides preliminary data of the importance of a retaliation endophenotype whose functional integrity is associated with reported levels of conduct problems and proactive aggression.&lt;/div&gt;&lt;/div&gt;&lt;div&gt;&lt;h3&gt;Plain language summary&lt;/h3&gt;&lt;div&gt;This study used a machine learning retaliation classifier developed from a sample of typically developing adolescents and applied it to data from an independent clinical sample. Goal directed aggression in the clinically concerning youth related to a failure to recruit the neural systems implicated in retaliation. The current study suggests a marker of retaliation response for use as a treatment target.&lt;/div&gt;&lt;/div&gt;&lt;div&gt;&lt;h3&gt;Diversity &amp; Inclusion Statement&lt;/h3&gt;&lt;div&gt;We worked to ensure sex and gender balance in the recruitment of human participants. We worked to ensure race, ethnic, and/or other types of diversity in the recruitment of human participants. We worked to ensure that the study questionnaires were prepared in an inclusive way. We worked to ensure sex balance in the selection of non-human subjects. We worked to ensure diversity in experimental samples through the selection of the cell lines. We worked to ensure diversity in experimental samples through the selection of the genomic datasets. Diverse cell lines and/or genomic datasets were not available. One or more of the authors of this paper self-identifies as a member of one or more historically underrepresented racial and/or ethnic groups in science. We actively worked to promote sex and gender balance in our author group. We actively worked to promote inclusion of histo","PeriodicalId":73525,"journal":{"name":"JAACAP open","volume":"3 1","pages":"Pages 137-146"},"PeriodicalIF":0.0,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141412538","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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