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Predictive values of pre-treatment brain age models to rTMS effects in neurocognitive disorder with depression: Secondary analysis of a randomised sham-controlled clinical trial. 治疗前脑年龄模型对神经认知障碍伴抑郁症患者经颅磁刺激效应的预测价值:随机假对照临床试验的二次分析。
IF 8.3 2区 医学 Q1 Medicine Pub Date : 2024-01-01 Epub Date: 2024-07-04 DOI: 10.1080/19585969.2024.2373075
Hanna Lu, Jing Li, Sandra Sau Man Chan, Suk Ling Ma, Vincent Chung Tong Mok, Lin Shi, Arthur Dun-Ping Mak, Linda Chiu Wa Lam

Introduction: One major challenge in developing personalised repetitive transcranial magnetic stimulation (rTMS) is that the treatment responses exhibited high inter-individual variations. Brain morphometry might contribute to these variations. This study sought to determine whether individual's brain morphometry could predict the rTMS responders and remitters.

Methods: This was a secondary analysis of data from a randomised clinical trial that included fifty-five patients over the age of 60 with both comorbid depression and neurocognitive disorder. Based on magnetic resonance imaging scans, estimated brain age was calculated with morphometric features using a support vector machine. Brain-predicted age difference (brain-PAD) was computed as the difference between brain age and chronological age.

Results: The rTMS responders and remitters had younger brain age. Every additional year of brain-PAD decreased the odds of relieving depressive symptoms by ∼25.7% in responders (Odd ratio [OR] = 0.743, p = .045) and by ∼39.5% in remitters (OR = 0.605, p = .022) in active rTMS group. Using brain-PAD score as a feature, responder-nonresponder classification accuracies of 85% (3rd week) and 84% (12th week), respectively were achieved.

Conclusion: In elderly patients, younger brain age appears to be associated with better treatment responses to active rTMS. Pre-treatment brain age models informed by morphometry might be used as an indicator to stratify suitable patients for rTMS treatment.

Trial registration: ClinicalTrials.gov Identifier: ChiCTR-IOR-16008191.

简介开发个性化重复经颅磁刺激(rTMS)的一个主要挑战是,治疗反应表现出很大的个体差异。大脑形态可能是造成这些差异的原因之一。本研究试图确定个体的大脑形态测量是否能预测经颅磁刺激的反应者和缓解者:本研究对一项随机临床试验的数据进行了二次分析,该试验包括 55 名 60 岁以上同时患有抑郁症和神经认知障碍的患者。根据磁共振成像扫描结果,利用支持向量机通过形态特征计算出估计脑龄。脑预测年龄差(brain-PAD)被计算为脑年龄与实际年龄之差:结果:经颅磁刺激反应者和缓解者的脑龄较小。积极经颅磁刺激组中,脑PAD每增加1岁,抑郁症状缓解的几率就降低25.7%(奇数比[OR] = 0.743,P = .045),缓解的几率降低39.5%(OR = 0.605,P = .022)。以脑PAD评分为特征,应答者-非应答者分类准确率分别达到85%(第3周)和84%(第12周):结论:在老年患者中,较年轻的脑龄似乎与对主动经颅磁刺激的较好治疗反应有关。以形态测量为依据的治疗前脑年龄模型可作为一项指标,对适合接受经颅磁刺激治疗的患者进行分层:试验注册:ClinicalTrials.gov Identifier:ChiCTR-IOR-16008191。
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引用次数: 0
The impact of testosterone-lowering medication on recidivism in individuals convicted of sexual offenses. 降低睾酮的药物对性犯罪累犯的影响。
IF 8.3 2区 医学 Q1 Medicine Pub Date : 2024-01-01 Epub Date: 2024-06-05 DOI: 10.1080/19585969.2024.2359923
Julia Sauter, Laura M Lingenti, Martin Rettenberger, Daniel Turner, Peer Briken, Tatjana Voß

Introduction: Treatment of individuals who have committed sexual offences with Testosterone-Lowering Medication (TLM) is a comparatively intrusive kind of intervention, which regularly takes place in coercive contexts. Thus, the question of efficacy, but also the question of who should be treated, when and for how long, are of great importance.

Methods: Recidivism rates of TLM-treated high-risk individuals (+TLM; n = 54) were compared with high-risk individuals treated with psychotherapy only in the same forensic outpatient clinic (-TLM; n = 79).

Results: Group differences suggested a higher initial risk of + TLM (e.g. higher ris-assessment, previous convictions). Despite the increased risk, after an average time at risk of six years, +TLM recidivated significantly less often and significantly later than - TLM (27.8% vs. 51.9%). Such an effect was also found for violent (1.9% vs. 15.2%), but not for sexual (5.6% vs. 10.1%) and serious recidivism (5.6% vs. 10.1%), which could be explained partly by the small number of cases. In the course of treatment, TLM proved to be a significant variable for a positive process, whereas a high risk-assessment score indicated a rather negative course. In total, n = 19 individuals had stopped their TLM treatment, of these 31.6% recidivated.

Conclusion: The results support the efficacy of TLM, particularly in the group of high-risk offenders.

导言:使用降低睾丸激素药物(TLM)治疗性犯罪者是一种侵入性较强的干预措施,经常在胁迫的情况下进行。因此,疗效问题,以及谁应该接受治疗、何时接受治疗、治疗多长时间等问题都非常重要:将接受过 TLM 治疗的高危人群(+TLM;n = 54)与在同一法医门诊中仅接受心理治疗的高危人群(-TLM;n = 79)的再犯率进行比较:结果:群体差异表明,+TLM 的初始风险较高(例如,风险评估较高、有前科)。尽管风险增加,但在平均六年的风险时间后,"+TLM "的再犯率明显低于"-TLM"(27.8% 对 51.9%),且明显晚于"-TLM"。在暴力再犯(1.9% 对 15.2%)方面也发现了这种效果,但在性再犯(5.6% 对 10.1%)和严重再犯(5.6% 对 10.1%)方面没有发现这种效果,部分原因可能是案例数量较少。在治疗过程中,TLM 被证明是积极治疗过程的重要变量,而高风险评估分数则表明治疗过程相当消极。共有 19 人停止了 TLM 治疗,其中 31.6% 的人重新犯罪:结论:研究结果表明,TLM 疗法是有效的,尤其是在高风险罪犯群体中。
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引用次数: 0
Associations between methamphetamine use disorder and SLC18A1, SLC18A2, BDNF, and FAAH gene sequence variants and expression levels. 甲基苯丙胺使用障碍与 SLC18A1、SLC18A2、BDNF 和 FAAH 基因序列变异和表达水平之间的关系。
IF 8.3 2区 医学 Q1 Medicine Pub Date : 2024-01-01 Epub Date: 2024-10-12 DOI: 10.1080/19585969.2024.2413476
Alexandre A Guerin, Briana Spolding, Kiymet Bozaoglu, Courtney Swinton, Zoe Liu, Bruna Panizzutti Parry, Trang Truong, Brian Dean, Andrew J Lawrence, Yvonne Bonomo, Eric J Nestler, Peter J Hamilton, Michael Berk, Susan Rossell, Ken Walder, Jee Hyun Kim

Introduction: Assessing candidate gene sequence variations and expression helps to understand methamphetamine use disorder and inform potential treatments. We investigated single nucleotide polymorphisms (SNPs) and gene expression in four candidate genes: SLC18A1, SLC18A2, BDNF, and FAAH, between controls and people with methamphetamine use disorder.

Methods: Fifty-nine participants (29 people with methamphetamine use disorder and 30 controls) completed a clinical interview, cognitive tasks, and provided a blood sample. SLC18A1, SLC18A2, BDNF, and FAAH SNPs were genotyped, and gene expression was assessed with real-time quantitative PCR.

Results: SLC18A1 Pro4Thr was associated with methamphetamine use disorder (OR = 6.22; p = .007). SLC18A2 variants, rs363227 and rs363387, were negatively associated with methamphetamine use severity (p = .003) and positively associated with inhibitory control performance (p = .006), respectively. BDNF Val66Met was associated with the severity of use (p = .008). SLC18A2 and FAAH mRNA levels were lower in people who use methamphetamine relative to controls (p = .021 and .010, respectively).

Conclusions: SLC18A1 is identified for the first time to play a potential role in methamphetamine use disorder. Lower levels of blood SLC18A2 and FAAH mRNA in people with methamphetamine use disorder suggest reduced monoamine reuptake, recycling, or release, and higher anandamide levels in this clinical group, which may be potential therapeutic targets.

导言:评估候选基因的序列变异和表达有助于了解甲基苯丙胺使用障碍,并为潜在的治疗方法提供信息。我们研究了四个候选基因的单核苷酸多态性(SNPs)和基因表达:SLC18A1、SLC18A2、BDNF 和 FAAH:59名参与者(29名甲基苯丙胺使用障碍患者和30名对照组)完成了临床访谈、认知任务并提供了血液样本。对 SLC18A1、SLC18A2、BDNF 和 FAAH SNPs 进行基因分型,并用实时定量 PCR 评估基因表达:结果:SLC18A1 Pro4Thr与甲基苯丙胺使用障碍有关(OR = 6.22; p = .007)。SLC18A2变体rs363227和rs363387分别与甲基苯丙胺使用严重程度呈负相关(p = .003),与抑制控制能力呈正相关(p = .006)。BDNF Val66Met 与使用甲基苯丙胺的严重程度相关(p = .008)。与对照组相比,吸食甲基苯丙胺者的SLC18A2和FAAH mRNA水平较低(p = .021和.010):结论:SLC18A1首次被确认在甲基苯丙胺使用障碍中发挥潜在作用。甲基苯丙胺使用障碍患者血液中 SLC18A2 和 FAAH mRNA 含量较低,这表明该临床群体中单胺再摄取、再循环或释放减少,而苯丙胺含量较高,这可能是潜在的治疗目标。
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引用次数: 0
Suicidality risk after using cannabis and cannabinoids: An umbrella review. 使用大麻和大麻素后的自杀风险:概括性综述。
IF 8.3 2区 医学 Q1 Medicine Pub Date : 2023-12-01 DOI: 10.1080/19585969.2023.2231466
Ahmad Shamabadi, Ali Ahmadzade, Kasra Pirahesh, Alireza Hasanzadeh, Hassan Asadigandomani

The increasing prevalence and burden of suicide have led to numerous studies to identify its risk factors. Cannabis is the most common illicit substance detected in suicide victims' toxicology tests. This study aims to identify and appraise systematic reviews investigating suicidality after using cannabis and cannabinoids. Seven databases and two registries were searched without restrictions for systematic reviews investigating cannabis effects on suicidality. AMSTAR-2 was used for quality assessment and corrected covered area and citation matrix were used to determine overlap. Twenty-five studies were included, of which 24 were on recreational use and one was on therapeutic use. Only three of the studies on recreational use reported no effect or inconsistent results. Evidence generally showed a positive association between cannabis use and suicidal ideation and attempt among the general population, military veterans, and bipolar or major depression patients. A bidirectional causal association between cannabis and suicidal ideation was also mentioned. Moreover, a younger age of initiation, long-term use, and heavy consumption were reported to be associated with even worse suicidal outcomes. On the contrary, current evidence indicates that the therapeutic cannabis is safe. In conclusion, the literature supports the cannabis-suicidality association in recreational use but considers cannabidiol safe for treatment. Further studies with quantitative and interventional approaches are recommended.

自杀的患病率和负担不断增加,导致了许多研究来确定其风险因素。大麻是自杀受害者毒理学测试中发现的最常见的非法物质。本研究旨在确定和评估调查使用大麻和大麻素后自杀的系统综述。对七个数据库和两个登记处进行了无限制的搜索,以进行调查大麻对自杀影响的系统审查。AMSTAR-2用于质量评估,校正覆盖面积和引文矩阵用于确定重叠。纳入了25项研究,其中24项是关于娱乐用途,1项是关于治疗用途。只有三项关于娱乐用途的研究报告没有效果或结果不一致。有证据表明,在普通人群、退伍军人、双相情感障碍或严重抑郁症患者中,大麻使用与自杀意念和企图之间存在正相关。还提到了大麻与自杀意念之间的双向因果关系。此外,据报道,较年轻的起始年龄、长期使用和大量消费与更糟糕的自杀结果有关。相反,目前的证据表明,治疗性大麻是安全的。总之,文献支持大麻在娱乐用途中的自杀性关联,但认为大麻二酚治疗是安全的。建议采用定量和介入方法进行进一步研究。
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引用次数: 0
Urbanicity and psychotic disorders: Facts and hypotheses. 都市化与精神病:事实与假设。
IF 8.3 2区 医学 Q1 Medicine Pub Date : 2023-12-01 Epub Date: 2023-11-23 DOI: 10.1080/19585969.2023.2272824
Baptiste Pignon, Andrei Szöke, Benson Ku, Maria Melchior, Franck Schürhoff

In the present qualitative literature review, we summarise data on psychotic disorders and urbanicity, focusing particularly on recent findings. Longitudinal studies of the impact of urbanicity on the risk for psychotic disorders have consistently shown a significant association, with a relative risk between 2 and 2.5. However, most of the original studies were conducted in Western Europe, and no incidence studies were conducted in low- and middle-income countries. European studies suggest that neighbourhood-level social fragmentation and social capital may partly explain this association. Exposure to air pollution (positive association) and green space (negative association) may also be part of the explanation, but to date, available data do not make it possible to conclude if they act independently from urbanicity, or as part of the effect of urbanicity on psychotic disorders. Finally, several studies have consistently shown significant associations between the polygenic risk score for schizophrenia and urbanicity, with several possible explanations (pleiotropic effects, results of prodromic symptoms, or selection/intergenerational hypothesis). Thus, more studies are needed to understand the factors that explain the association between urbanicity and the risk of psychotic disorders. Further studies should account for the interdependence and/or interactions of different psychosocial and physical exposures (as well as gene-environment interactions), and explore this association in low- and middle-income countries.

在目前的定性文献综述中,我们总结了关于精神疾病和城市化的数据,特别关注最近的发现。关于城市化对精神疾病风险影响的纵向研究一致显示出显著的关联,相对风险在2到2.5之间。然而,大多数原始研究是在西欧进行的,没有在低收入和中等收入国家进行发病率研究。欧洲的研究表明,社区层面的社会分裂和社会资本可能部分解释了这种联系。暴露于空气污染(正相关)和绿地(负相关)也可能是解释的一部分,但迄今为止,现有数据无法得出结论,它们是独立于都市化的作用,还是作为都市化对精神障碍的影响的一部分。最后,几项研究一致表明,精神分裂症的多基因风险评分与城市化之间存在显著关联,有几种可能的解释(多效效应、前驱症状的结果或选择/代际假说)。因此,需要更多的研究来了解解释城市化与精神障碍风险之间关系的因素。进一步的研究应考虑到不同的社会心理和身体暴露(以及基因-环境相互作用)的相互依赖和/或相互作用,并探索中低收入国家的这种联系。
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引用次数: 0
Neural correlates of negative life events and their relationships with alcohol and cannabis use initiation. 消极生活事件的神经相关性及其与酒精和大麻使用开始的关系。
IF 8.3 2区 医学 Q1 Medicine Pub Date : 2023-12-01 Epub Date: 2023-11-02 DOI: 10.1080/19585969.2023.2252437
Yihong Zhao, Marc N Potenza, Susan F Tapert, Martin P Paulus

Objective: Negative life events (NLEs), e.g., poor academic performance (controllable) or being the victim of a crime (uncontrollable), can profoundly affect the trajectory of one's life. Yet, their impact on how the brain develops is still not well understood. This investigation examined the National Consortium on Alcohol and Neurodevelopment in Adolescence (NCANDA) dataset for the impact of NLEs on the initiation of alcohol and cannabis use, as well as underlying neural mechanisms.

Methods: This study evaluated the impact of controllable and uncontrollable NLEs on substance use initiation in 207 youth who initiated alcohol use, 168 who initiated cannabis use, and compared it to 128 youth who remained substance-naïve, using generalised linear regression models. Mediation analyses were conducted to determine neural pathways of NLE impacting substance use trajectories.

Results: Dose-response relationships between controllable NLEs and substance use initiation were observed. Having one controllable NLE increased the odds of alcohol initiation by 50% (95%CI [1.18, 1.93]) and cannabis initiation by 73% (95%CI [1.36, 2.24]), respectively. Greater cortical thickness in left banks of the superior temporal sulcus mediated effects of controllable NLEs on alcohol and cannabis initiations. Greater left caudate gray-matter volumes mediated effects of controllable NLEs on cannabis initiation.

Conclusions: Controllable but not uncontrollable NLEs increased the odds of alcohol and cannabis initiation. Moreover, those individuals with less mature brain structures at the time of the NLEs experienced a greater impact of NLEs on subsequent initiation of alcohol or cannabis use. Targeting youth experiencing controllable NLEs may help mitigate alcohol and cannabis initiation.

目标:消极生活事件(NLE),如学习成绩差(可控)或成为犯罪受害者(不可控),会深刻影响一个人的生活轨迹。然而,它们对大脑发育的影响仍然没有得到很好的理解。这项调查检查了国家青少年酒精和神经发育联盟(NCANDA)数据集,以了解NLE对酒精和大麻使用的影响,以及潜在的神经机制。方法:本研究评估了207名开始饮酒的青年和168名开始吸食大麻的青年中可控和不可控NLE对物质使用开始的影响,并使用广义线性回归模型将其与128名保持物质天真的青年进行了比较。进行中介分析以确定NLE影响物质使用轨迹的神经途径。结果:观察到可控NLE和物质使用开始之间的剂量-反应关系。拥有一种可控的NLE可使酒精引发的几率分别增加50%(95%CI[1.18,1.93])和大麻引发的几率增加73%(95%CI[1.36,2.24])。颞上沟左岸更大的皮层厚度介导了可控NLE对酒精和大麻引发的影响。更大的左尾状灰质体积介导了可控NLE对大麻起始的影响。结论:可控制但并非不可控制的NLE增加了酒精和大麻引发的几率。此外,那些在NLE时大脑结构不太成熟的人在随后开始饮酒或吸食大麻时受到了更大的NLE影响。针对经历可控NLE的年轻人可能有助于减少酒精和大麻的产生。
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引用次数: 0
Current pharmacotherapy approaches and novel GABAergic antidepressant development in postpartum depression. 产后抑郁症的当前药物治疗方法和新型GABA能抗抑郁药的开发。
IF 8.3 2区 医学 Q1 Medicine Pub Date : 2023-12-01 Epub Date: 2023-10-05 DOI: 10.1080/19585969.2023.2262464
Sara V Carlini, Lauren M Osborne, Kristina M Deligiannidis

Postpartum depression has deleterious effects on childbearing persons globally. Existing treatments have been largely extrapolated from those for other forms of depression and have included pharmacotherapy, psychotherapy, and neuromodulation. Hormonal treatments with oestrogen and progestogens, thought to be a rational approach to treatment in response to an emerging literature on the pathophysiology of postpartum depression, have only limited evidence for efficacy to date. Novel antidepressant development with allopregnanolone analogues, in contrast, has proven a promising avenue for the development of rationally designed and efficacious treatments. This state-of-the-art review presents the evidence for the current standard-of-care pharmacotherapy, hormonal treatment, and emerging allopregnanolone analogues for the treatment of postpartum depression along with a discussion of the current understanding of its neuroactive steroid-driven pathophysiology.

产后抑郁症对全球生育人群产生有害影响。现有的治疗方法在很大程度上是从其他形式的抑郁症的治疗方法中推断出来的,包括药物治疗、心理治疗和神经调控。雌激素和孕激素的激素治疗被认为是一种合理的治疗方法,以应对产后抑郁症病理生理学的新兴文献,但迄今为止,有效性的证据有限。相比之下,用别孕纳龙类似物开发的新型抗抑郁药已被证明是开发合理设计和有效治疗方法的一条有前途的途径。这篇最新的综述为目前治疗产后抑郁症的护理药物治疗标准、激素治疗和新兴的异孕烯醇类似物提供了证据,并讨论了目前对其神经活性类固醇驱动的病理生理学的理解。
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引用次数: 0
An overview of the use of psychoactive substances among students at the University of Lille during the COVID-19 health crisis: Results of the PETRA study. 新冠肺炎健康危机期间里尔大学学生使用精神活性物质的概述:PETRA研究结果。
IF 8.3 2区 医学 Q1 Medicine Pub Date : 2023-12-01 Epub Date: 2023-10-14 DOI: 10.1080/19585969.2023.2268063
Louise Carton, Axel Bastien, Nathalie Chérot, Clément Caron, Sylvie Deheul, Olivier Cottencin, Sophie Gautier, Sophie Moreau-Crépeaux, Thibaut Dondaine, Régis Bordet

Objectives: Students represent a population at risk for substance abuse. That risk may have been exacerbated by the COVID-19 pandemic. We aimed to describe substance abuse among students and to compare consumption according to the university field.

Methods: A self-administered questionnaire was sent by email to all students at the University of Lille, France, between March and July 2021. This anonymous questionnaire included questions about sociodemographic characteristics, university courses and the use of psychoactive substances (frequency, reasons, routes of administration) since the first university year.

Results: Among the 4431 students who responded (response rate 6.1%), eighty percent declared having used alcohol since the first university year, 34% cannabis, 15.4% benzodiazepines, 14.7% opioid drugs, 7.5% cocaine, 6.8% nitrous oxide and 6.5% MDMA. More than 20% of the users of cannabis, benzodiazepines, amphetamines and cocaine reported having already felt dependent. Recreational use was described by more than 10% of benzodiazepine or opioid drug users. Nitrous oxide use was significantly more frequent in the health and sport field (p < 0.001). Tobacco, benzodiazepine, cannabis and MDMA uses were significantly more frequent in the humanities and social sciences/art, language and literature fields (p < 0.001).

Conclusion: Prevention measures focusing on alcohol, cannabis, illicit psychostimulants, nitrous oxide and prescription drugs are required in the student population.

目标:学生代表有滥用药物风险的人群。新冠肺炎大流行可能加剧了这种风险。我们旨在描述学生中的药物滥用情况,并根据大学领域进行消费比较。方法:在2021年3月至7月期间,通过电子邮件向法国里尔大学的所有学生发送了一份自填问卷。这份匿名问卷包括关于社会人口特征、大学课程和自大学第一年以来精神活性物质的使用(频率、原因、给药途径)的问题。结果:在4431名做出回应的学生中(回应率6.1%),80%的学生宣称自大学一年级以来就饮酒,34%的学生宣称大麻,15.4%的学生宣称苯二氮卓类药物,14.7%的学生声称阿片类药物,7.5%的学生表示可卡因,6.8%的学生表示一氧化二氮,6.5%的学生表示摇头丸。据报告,超过20%的大麻、苯二氮卓类药物、苯丙胺和可卡因使用者已经感到依赖。超过10%的苯二氮卓类或阿片类药物使用者描述了娱乐性使用。一氧化二氮在健康和体育领域的使用明显更频繁(p p 结论:需要在学生群体中采取以酒精、大麻、非法精神刺激剂、一氧化二氮和处方药为重点的预防措施。
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引用次数: 1
Neural mechanisms linked to treatment outcomes and recovery in substance-related and addictive disorders. 与物质相关和成瘾性疾病的治疗结果和恢复相关的神经机制。
IF 8.3 2区 医学 Q1 Medicine Pub Date : 2023-12-01 DOI: 10.1080/19585969.2023.2242359
Gemma Mestre-Bach, Marc N Potenza

The present review focuses on potential neural mechanisms underlying recovery from psychiatric conditions characterised by impaired impulse control, specifically substance use disorders, gambling disorder, and internet gaming disorder. Existing treatments (both pharmacological and psychological) for these addictions may impact brain processes, and these have been evaluated in neuroimaging studies. Medication challenge and short-term intervention administration will be considered with respect to treatment utility. Main models of addiction (e.g., dual process, reward deficiency syndrome) will be considered in the context of extant data. Additionally, advanced analytic approaches (e.g., machine-learning approaches) will be considered with respect to guiding treatment development efforts. Thus, this narrative review aims to provide directions for treatment development for addictive disorders.

这篇综述的重点是从以冲动控制受损为特征的精神疾病中恢复的潜在神经机制,特别是物质使用障碍、赌博障碍和网络游戏障碍。针对这些成瘾的现有治疗方法(药理学和心理学)可能会影响大脑过程,这些方法已在神经影像学研究中进行了评估。药物挑战和短期干预管理将考虑治疗效用。成瘾的主要模型(如双重过程、奖赏缺乏综合征)将在现有数据的背景下进行考虑。此外,将考虑采用先进的分析方法(如机器学习方法)来指导治疗开发工作。因此,这篇叙述性综述旨在为成瘾性疾病的治疗发展提供方向。
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引用次数: 0
Connectome-based prediction of craving in gambling disorder and cocaine use disorder. 基于连接体的赌博障碍和可卡因使用障碍的渴望预测。
IF 8.3 2区 医学 Q1 Medicine Pub Date : 2023-12-01 DOI: 10.1080/19585969.2023.2208586
Stephanie Antons, Sarah W Yip, Cheryl M Lacadie, Javid Dadashkarimi, Dustin Scheinost, Matthias Brand, Marc N Potenza

Introduction: Craving, involving intense and urgent desires to engage in specific behaviours, is a feature of addictions. Multiple studies implicate regions of salience/limbic networks and basal ganglia, fronto-parietal, medial frontal regions in craving in addictions. However, prior studies have not identified common neural networks that reliably predict craving across substance and behavioural addictions.

Methods: Functional magnetic resonance imaging during an audiovisual cue-reactivity task and connectome-based predictive modelling (CPM), a data-driven method for generating brain-behavioural models, were used to study individuals with cocaine-use disorder and gambling disorder. Functions of nodes and networks relevant to craving were identified and interpreted based on meta-analytic data.

Results: Craving was predicted by neural connectivity across disorders. The highest degree nodes were mostly located in the prefrontal cortex. Overall, the prediction model included complex networks including motor/sensory, fronto-parietal, and default-mode networks. The decoding revealed high functional associations with components of memory, valence ratings, physiological responses, and finger movement/motor imagery.

Conclusions: Craving could be predicted across substance and behavioural addictions. The model may reflect general neural mechanisms of craving despite specificities of individual disorders. Prefrontal regions associated with working memory and autobiographical memory seem important in predicting craving. For further validation, the model should be tested in diverse samples and contexts.

引言:渴望是成瘾的一个特征,包括参与特定行为的强烈而紧迫的欲望。多项研究表明,成瘾性渴求中的突出/边缘网络区域和基底神经节、额顶叶、额内侧区域。然而,先前的研究还没有发现能够可靠预测物质和行为成瘾的渴望的常见神经网络。方法:在视听线索反应任务中使用功能性磁共振成像和基于连接体的预测建模(CPM),这是一种生成大脑行为模型的数据驱动方法,用于研究可卡因使用障碍和赌博障碍的个体。基于元分析数据,识别并解释了与渴望相关的节点和网络的功能。结果:Craving是通过各种疾病的神经连接来预测的。最高程度的淋巴结大多位于前额叶皮层。总体而言,预测模型包括复杂的网络,包括运动/感觉、额顶叶和默认模式网络。解码揭示了与记忆成分、效价、生理反应和手指运动/运动图像的高度功能关联。结论:渴求可以通过物质成瘾和行为成瘾来预测。该模型可能反映了渴望的一般神经机制,尽管个体疾病具有特异性。与工作记忆和自传体记忆相关的额前区域在预测渴望方面似乎很重要。为了进一步验证,模型应该在不同的样本和环境中进行测试。
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Dialogues in Clinical Neuroscience
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