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Levels of aripiprazole in the blood with an injection of aripiprazole administered once every two months: a plain language summary of publication. 每两个月注射一次阿立哌唑血液中阿立哌唑的水平:发表的简明语言摘要。
IF 4 3区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2026-02-04 eCollection Date: 2026-01-01 DOI: 10.1177/20451253251414551
Yanlin Wang, Matthew Harlin, Frank Larsen, Xiaofeng Wang, Wansu Park, Benjamin Rich, Jogarao V Gobburu, Arash Raoufinia

What is this summary about? The information summarized here relates to aripiprazole, a medicine that is used to treat conditions such as schizophrenia and bipolar I disorder. Researchers wanted to understand what levels of aripiprazole in the blood looked like following an injection of aripiprazole administered once every 2 months. They did this using a method known as population pharmacokinetics. Why was this research done? Researchers conduct clinical trials when developing new medicines to see how well they work and how safe they are. Clinical trials cannot cover every possible real-life scenario. Researchers can address this by performing population pharmacokinetic modeling and simulation, a process that involves computers and specialized software. Population pharmacokinetic modeling combines information from many people to show how a medicine is absorbed, distributed, broken down, and cleared from the body. It is also done to understand why these processes might vary between people. After the model is built, it can be used to simulate (estimate) the level of the medicine in the blood in situations not tested in clinical trials. What were the results? Simulations showed that an injection of aripiprazole given once every 2 months results in effective drug levels that last until the next dose is due. Drug levels with aripiprazole given once every 2 months are similar to those with injections of aripiprazole given once-monthly, but with fewer injections. What do the results mean? The results provide insight into aripiprazole levels in the blood in people newly starting or continuing treatment with aripiprazole once every 2 months. They add to information already collected in clinical trials. The findings supported the approval of aripiprazole once every 2 months in people living with schizophrenia or bipolar I disorder. They also helped inform the guidance that doctors follow when they prescribe the drug to their patients. The availability of aripiprazole once every 2 months may make treatment easier, and help people stick to their treatment over time.

这个总结是关于什么的?这里总结的信息与阿立哌唑有关,阿立哌唑是一种用于治疗精神分裂症和双相I型障碍等疾病的药物。研究人员想了解每2个月注射一次阿立哌唑后血液中的阿立哌唑水平是什么样子的。他们使用了一种被称为群体药代动力学的方法。为什么要做这项研究?研究人员在开发新药时进行临床试验,看看它们的效果如何,安全性如何。临床试验不可能涵盖所有可能的现实生活场景。研究人员可以通过进行群体药代动力学建模和模拟来解决这个问题,这是一个涉及计算机和专门软件的过程。群体药代动力学模型结合了许多人的信息,以显示药物是如何被吸收、分布、分解和从体内清除的。这也是为了理解为什么这些过程可能在人与人之间有所不同。模型建立后,可用于模拟(估计)在临床试验中未测试的情况下血液中药物的水平。结果如何?模拟表明,每2个月注射一次阿立哌唑,其有效药物水平可以持续到下一剂量。每2个月服用一次阿立哌唑的药物水平与每月注射一次阿立哌唑的药物水平相似,但注射次数较少。这些结果意味着什么?该结果为新开始或继续每2个月一次阿立哌唑治疗的人的血液中阿立哌唑水平提供了见解。它们补充了临床试验中已经收集到的信息。研究结果支持阿立哌唑每2个月一次用于精神分裂症或双相情感障碍患者。他们还帮助告知医生在给病人开药时所遵循的指导。每2个月服用一次阿立哌唑可能会使治疗更容易,并帮助人们长期坚持治疗。
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引用次数: 0
Anhedonia nonresponse to short-term ketamine administration for treatment-resistant bipolar depression. 短期氯胺酮治疗难治性双相抑郁症的快感缺乏无反应。
IF 4 3区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2026-01-31 eCollection Date: 2026-01-01 DOI: 10.1177/20451253251412629
Zofia Kachlik, Wiesław Jerzy Cubała, Michał Walaszek, Michał Pastuszak, Krzysztof Pastuszak, Aleksander Kwaśny

Background: Anhedonia is a key symptom of bipolar depression and a target of ketamine's rapid antidepressant effects. However, many patients with treatment-resistant bipolar depression (TRBD) do not respond.

Objectives: This study aimed to identify clinical and sociodemographic characteristics that are associated with nonresponse of anhedonia following short-term ketamine treatment in TRBD.

Design: A retrospective analysis using data from two naturalistic, observational registries of 31 patients with TRBD and baseline anhedonia (Snaith-Hamilton Pleasure Scale (SHAPS) > 2). Patients received eight doses of ketamine (IV: 0.5 mg/kg; oral: 2.0-2.5 mg/kg) over a short-term treatment course.

Methods: Patients were classified as responders or nonresponders based on a ⩾50% reduction in SHAPS score by the seventh ketamine dose. Groups were compared on baseline sociodemographic and clinical features.

Results: Fourteen patients (45.2%) did not respond. Nonresponders had higher BMI, later illness onset, fewer hypomanic episodes, and lower employment rates.

Conclusion: Metabolic, illness-course, and psychosocial factors may predict reduced anti-anhedonic response to ketamine in TRBD.

背景:快感缺乏是双相抑郁症的关键症状,也是氯胺酮快速抗抑郁作用的靶点。然而,许多治疗难治性双相抑郁症(TRBD)患者没有反应。目的:本研究旨在确定与TRBD患者短期氯胺酮治疗后快感缺乏无反应相关的临床和社会人口学特征。设计:回顾性分析31例TRBD和基线快感缺乏症患者(Snaith-Hamilton快乐量表(SHAPS) bbb2.0)的自然观察性登记数据。患者在短期治疗过程中接受8剂氯胺酮(静脉注射:0.5 mg/kg;口服:2.0-2.5 mg/kg)。方法:根据第七次氯胺酮剂量的SHAPS评分减少或减少50%,将患者分类为反应者或无反应者。各组在基线社会人口学和临床特征上进行比较。结果:14例(45.2%)患者无应答。无应答者的BMI较高,发病较晚,轻躁发作较少,就业率较低。结论:代谢、病程和社会心理因素可能预测TRBD患者氯胺酮抗快感缺乏反应的降低。
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引用次数: 0
Adjunctive treatment with evenamide, a glutamate modulator, is associated with clinically meaningful benefits in patients with treatment-resistant schizophrenia and inadequate response to antipsychotics: recent clinical findings from randomized trials. 随机试验的最新临床发现:对治疗难治性精神分裂症患者和对抗精神病药物反应不足的患者,使用谷氨酸调节剂evenamide辅助治疗与临床有意义的获益相关。
IF 4 3区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2026-01-26 eCollection Date: 2026-01-01 DOI: 10.1177/20451253251414529
Ravi Anand, Alessio Turolla, Giovanni Chinellato, Francesca Sansi, Arjun Roy, Richard Hartman

Background: Despite their efficacy in improving positive symptoms, first- and second-generation antipsychotics (FGAs and SGAs) fail to provide benefit to a large portion of patients with schizophrenia. Evenamide, uniquely acting at the site of dysfunction, normalizes hippocampal glutamatergic aberrant activity and reduces downstream hyperdopaminergic state, potentially alleviating also negative and cognitive symptoms, and providing benefit to patients with treatment-resistant schizophrenia (TRS) or inadequate response to antipsychotics (APs).

Objectives: Evaluate the clinical benefits of glutamate modulation through evenamide as an add-on treatment to FGAs and SGAs in patients with TRS or inadequate response to APs.

Design: Post-hoc analyses of results from two phase II/III clinical trials with evenamide add-on to antipsychotic treatment.

Methods: Data from Study 014/015, an open-label, 1-year trial in patients with TRS, was analyzed to assess the proportion of patients no longer meeting the baseline severity criteria for TRS (modified Intent-to-Treat (mITT) population; Observed Cases (OC)) and the proportion of patients in the mITT population achieving remission. Data from Study 008A, a randomized, double-blind, placebo-controlled, 4-week trial in patients with schizophrenia not adequately benefiting from SGA (including clozapine), was analyzed to assess patients' response according to the number of previously failed AP attempts (ITT population; mixed model repeated measures (MMRM) linear regression model). The effect of evenamide on social functioning and life engagement was evaluated in both studies (mITT population) using an MMRM linear regression model for Study 008A and an OC analysis for Study 014/015.

Results: Patients with TRS receiving evenamide add-on for 1-year improved to such an extent that 55% of them no longer satisfied baseline TRS severity criteria, and approximately one-fourth achieved remission according to literature criteria (27.6% Lieberman et al., 1993; 25.0% Andreasen et al., 2005). In Study 008A, irrespective of the number of failed APs, a statistically significant drug-placebo difference was observed in patients with a single failed attempt (-4.9, p = 0.0122) and in those with 2 or more failed attempts (-2.36, p = 0.0311). Moreover, add-on treatment with evenamide in Study 014/015 was associated with a progressive improvement on the PANSS subdomains of social functioning and life engagement. In Study 008A as well, evenamide resulted in a greater effect, compared to placebo, on the same subdomains.

Conclusion: Add-on treatment with evenamide to APs (including clozapine) was associated with clinically meaningful and progressive long-term benefits across numerous post-hoc analyses including improvements on patient's daily life and functioning.

背景:尽管第一代和第二代抗精神病药物(FGAs和SGAs)在改善阳性症状方面有疗效,但它们未能为大部分精神分裂症患者提供益处。Evenamide,独特的作用于功能障碍部位,使海马谷氨酸能异常活动正常化,减少下游高多巴胺能状态,潜在地减轻阴性和认知症状,并为治疗难治性精神分裂症(TRS)或抗精神病药物反应不足(APs)的患者提供益处。目的:评估通过evenamide调节谷氨酸作为TRS或对APs反应不充分的患者FGAs和SGAs的附加治疗的临床益处。设计:对两项使用evenamide辅助抗精神病治疗的II/III期临床试验的结果进行事后分析。方法:分析来自Study 014/015的数据,这是一项在TRS患者中进行的为期1年的开放标签试验,以评估不再符合TRS基线严重程度标准的患者比例(修改意向治疗(mITT)人群;观察病例(OC))和mITT人群中达到缓解的患者比例。Study 008A是一项随机、双盲、安慰剂对照的4周试验,研究对象为未充分受益于SGA(包括氯氮平)的精神分裂症患者,对该试验的数据进行分析,根据先前AP尝试失败的次数(ITT人群;混合模型重复测量(MMRM)线性回归模型)评估患者的反应。研究008A采用MMRM线性回归模型,014/015采用OC分析,对两项研究(mITT人群)中evenamide对社会功能和生活参与的影响进行了评估。结果:接受evenamide附加治疗1年后,TRS患者的病情得到改善,55%的患者不再满足基线TRS严重程度标准,根据文献标准,约有四分之一的患者达到缓解(Lieberman等人,1993年为27.6%;Andreasen等人,2005年为25.0%)。在Study 008A中,无论失败的APs数量如何,在单次尝试失败的患者(-4.9,p = 0.0122)和两次或两次以上尝试失败的患者(-2.36,p = 0.0311)中观察到具有统计学意义的药物-安慰剂差异。此外,在014/015研究中,evenamide的附加治疗与PANSS社会功能和生活参与的子域的渐进式改善有关。在008A研究中,与安慰剂相比,evenamide在相同的子域上产生了更大的效果。结论:通过多项事后分析,包括患者日常生活和功能的改善,伊文酰胺对APs的附加治疗(包括氯氮平)具有临床意义和进进性的长期益处。
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引用次数: 0
A description of antipsychotic prescribing patterns on the inpatient behavioral health setting: a multicenter cross-sectional analysis. 对住院患者行为健康设置的抗精神病处方模式的描述:一项多中心横断面分析。
IF 4 3区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2026-01-07 eCollection Date: 2026-01-01 DOI: 10.1177/20451253251394296
Thomas Maestri, David Anderson, Margarita Echeverri

Background: Antipsychotic therapy can bring a great deal of benefit to individuals with schizophrenia and other psychiatric diagnoses, though this class of medications is also associated with intolerabilities due to possible adverse events. Notable adverse events commonly experienced include movement disorders and metabolic concerns that can occur even at low doses and minimal exposure.

Objectives: Describe the prescribing patterns of antipsychotics in the inpatient behavioral health setting, and report on characteristics that lead to populations having higher or lower dosing exposures to antipsychotic therapy that follows FDA guidelines.

Design: Multicentered, retrospective, cross-sectional chart review.

Methods: The study was conducted at two academic hospitals in the inpatient behavioral health setting. Information was collected on 785 cases of patients who were hospitalized during the study period with a psychiatric diagnosis that necessitated a prescription for an antipsychotic medication at the time of discharge. Differences in antipsychotic drug (dose, type, number, and duration of treatment) were characterized, and data were collected on clinician adherence to FDA guidance, as listed in the package insert of each antipsychotic drug. Primary outcomes were the amount of Total Chlorpromazine Equivalent Dosing doses and the clinician's adherence to FDA guidance.

Results: This study found that the male gender (p < 0.0001), no social support (p < 0.0025), more previous antipsychotic trials (p < 0.0001), and longer hospital stays (p < 0.0001) were statistically significant for patients receiving higher antipsychotic doses at discharge. Additionally, patients with comorbid diabetes (p < 0.0001), more antipsychotics at discharge (p = 0.001), and Medicare insurance (p = 0.005) were less likely to receive antipsychotic medication following FDA recommendations and current guidelines.

Conclusion: The results of this study can inform practice regarding antipsychotic prescribing patterns in different populations. Conducting prospective studies across a broader range of institutions, it is recommended to better understand the relationship between patient demographics and prescribing patterns during periods of acute illness.

背景:抗精神病药物治疗可以给精神分裂症和其他精神疾病患者带来很大的好处,尽管这类药物也与可能发生的不良事件引起的不耐受性有关。常见的显著不良事件包括运动障碍和代谢问题,即使在低剂量和最小暴露下也可能发生。目的:描述住院患者行为健康环境中抗精神病药物的处方模式,并报告导致遵循FDA指南的人群接受更高或更低剂量抗精神病药物治疗的特征。设计:多中心、回顾性、横断面图回顾。方法:本研究在两所学术医院的住院病人行为健康设置中进行。收集了785例在研究期间住院的精神病诊断患者的信息,这些患者在出院时需要服用抗精神病药物。分析了抗精神病药物(剂量、类型、数量和治疗持续时间)的差异,并收集了临床医生遵守FDA指南的数据,这些数据列在每种抗精神病药物的包装说明书中。主要结果是总氯丙嗪等效剂量的量和临床医生对FDA指导的依从性。结果:本研究发现男性(p p p p p = 0.001)和医疗保险(p = 0.005)在FDA推荐和现行指南下接受抗精神病药物治疗的可能性较小。结论:本研究结果可为不同人群的抗精神病药物处方模式提供实践依据。在更广泛的机构中进行前瞻性研究,建议更好地了解急性疾病期间患者人口统计学和处方模式之间的关系。
{"title":"A description of antipsychotic prescribing patterns on the inpatient behavioral health setting: a multicenter cross-sectional analysis.","authors":"Thomas Maestri, David Anderson, Margarita Echeverri","doi":"10.1177/20451253251394296","DOIUrl":"10.1177/20451253251394296","url":null,"abstract":"<p><strong>Background: </strong>Antipsychotic therapy can bring a great deal of benefit to individuals with schizophrenia and other psychiatric diagnoses, though this class of medications is also associated with intolerabilities due to possible adverse events. Notable adverse events commonly experienced include movement disorders and metabolic concerns that can occur even at low doses and minimal exposure.</p><p><strong>Objectives: </strong>Describe the prescribing patterns of antipsychotics in the inpatient behavioral health setting, and report on characteristics that lead to populations having higher or lower dosing exposures to antipsychotic therapy that follows FDA guidelines.</p><p><strong>Design: </strong>Multicentered, retrospective, cross-sectional chart review.</p><p><strong>Methods: </strong>The study was conducted at two academic hospitals in the inpatient behavioral health setting. Information was collected on 785 cases of patients who were hospitalized during the study period with a psychiatric diagnosis that necessitated a prescription for an antipsychotic medication at the time of discharge. Differences in antipsychotic drug (dose, type, number, and duration of treatment) were characterized, and data were collected on clinician adherence to FDA guidance, as listed in the package insert of each antipsychotic drug. Primary outcomes were the amount of Total Chlorpromazine Equivalent Dosing doses and the clinician's adherence to FDA guidance.</p><p><strong>Results: </strong>This study found that the male gender (<i>p</i> < 0.0001), no social support (<i>p</i> < 0.0025), more previous antipsychotic trials (<i>p</i> < 0.0001), and longer hospital stays (<i>p</i> < 0.0001) were statistically significant for patients receiving higher antipsychotic doses at discharge. Additionally, patients with comorbid diabetes (<i>p</i> < 0.0001), more antipsychotics at discharge (<i>p</i> = 0.001), and Medicare insurance (<i>p</i> = 0.005) were less likely to receive antipsychotic medication following FDA recommendations and current guidelines.</p><p><strong>Conclusion: </strong>The results of this study can inform practice regarding antipsychotic prescribing patterns in different populations. Conducting prospective studies across a broader range of institutions, it is recommended to better understand the relationship between patient demographics and prescribing patterns during periods of acute illness.</p>","PeriodicalId":23127,"journal":{"name":"Therapeutic Advances in Psychopharmacology","volume":"16 ","pages":"20451253251394296"},"PeriodicalIF":4.0,"publicationDate":"2026-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12779905/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145953105","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Acute and persistent withdrawal syndromes following discontinuation of antidepressants in children and adolescents: a systematic review. 儿童和青少年停用抗抑郁药后的急性和持续性戒断综合征:一项系统综述
IF 4 3区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2025-12-22 eCollection Date: 2025-01-01 DOI: 10.1177/20451253251404780
Jianjun Wang, Fiammetta Cosci

Antidepressants are commonly prescribed for children and adolescents, but their discontinuation may result in withdrawal symptoms, though rarely described for this age group in the literature. Systematically examining the types and prevalence of withdrawal syndromes in children and adolescents in accordance with PRISMA guidelines is the aim of the present paper. A search of PubMed, Embase, Web of Science, and Cochrane Library was conducted from inception to December 2024. Inclusion criteria were: clinical populations; subjects aged 2-18; antidepressant discontinuation; assessment of withdrawal symptoms; randomized controlled trials (RCTs) or observational studies; rate/type of withdrawal symptoms. A total of 6227 citations were screened, leading to 12 studies, encompassing 690 participants aged 2-18 years, with eight RCTs and four observational studies. The analysis revealed common withdrawal symptoms across various antidepressant classes, predominantly affecting the central nervous and gastrointestinal systems. Symptoms such as nausea (14.6%-22.0%), headache (14.6%-15.0%), diarrhea (10.0%-22.0%), depression (10%), inner tension (44%), anxiety/worry (44%), and cough (33%) were frequently observed, especially after discontinuation of selective serotonin reuptake inhibitors. Such symptoms clustered in new withdrawal symptoms according to a diagnostic classification of withdrawal syndromes at discontinuation of antidepressants used in adults. Withdrawal symptoms and withdrawal syndromes following antidepressant discontinuation in children and adolescents are still neglected but pose significant clinical challenges, often resembling or exacerbating underlying conditions. Future research is needed, as well as a systematic assessment of these symptoms in the clinical realm (registered in OSF DOI: https://doi.org/10.17605/OSF.IO/GYQ9Z).

抗抑郁药通常用于儿童和青少年,但停用抗抑郁药可能导致戒断症状,尽管在文献中很少有针对该年龄组的描述。根据PRISMA指南系统地检查儿童和青少年戒断综合征的类型和患病率是本文的目的。检索了PubMed, Embase, Web of Science和Cochrane Library从成立到2024年12月。纳入标准为:临床人群;2-18岁受试者;抗抑郁药物停药;戒断症状评估;随机对照试验(rct)或观察性研究;戒断症状的比率/类型。总共筛选了6227条引用,包括12项研究,包括690名2-18岁的参与者,其中8项随机对照试验和4项观察性研究。分析揭示了不同类型抗抑郁药的常见戒断症状,主要影响中枢神经和胃肠道系统。恶心(14.6%-22.0%)、头痛(14.6%-15.0%)、腹泻(10.0%-22.0%)、抑郁(10%)、内心紧张(44%)、焦虑/担心(44%)和咳嗽(33%)等症状经常被观察到,特别是在停止选择性血清素再摄取抑制剂后。根据成人停用抗抑郁药时戒断综合征的诊断分类,这些症状聚集在新的戒断症状中。儿童和青少年停药后的戒断症状和戒断综合征仍然被忽视,但却构成了重大的临床挑战,往往与潜在疾病相似或加剧。需要进一步的研究,以及在临床领域对这些症状进行系统评估(在OSF DOI: https://doi.org/10.17605/OSF.IO/GYQ9Z中注册)。
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引用次数: 0
Effects of glucagon-like peptide-1 receptor agonists on psychiatric disorders: a systematic review. 胰高血糖素样肽-1受体激动剂对精神疾病的影响:系统综述。
IF 4 3区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2025-12-21 eCollection Date: 2025-01-01 DOI: 10.1177/20451253251396304
Serene Lee, Liyang Yin, Kayla M Teopiz, Sabrina Wong, Gia Han Le, Naomi Xiao, Stephen Stahl, Kyle Valentino, Roger Ho, Melanie C Zhang, Taeho Greg Rhee, Roger S McIntyre

Extant literature pertaining to the administration of glucagon-like peptide-1 receptor agonists (GLP-1RAs) for Alzheimer's disease, Parkinson's disease, major depressive disorder, bipolar disorder, substance-, alcohol- and nicotine-use disorders, suggests promising efficacy beyond the current FDA-approved indications (e.g., type 2 diabetes mellitus, obesity). The implicated brain regions of the aforementioned mental disorders contain glucagon-like peptide 1 (GLP-1) receptors associated with improving cognitive and behavioral functioning. Therefore, we aimed to systematically review the treatment effects of GLP-1RAs in various neurocognitive and psychiatric disorders. Online databases including PubMed, OVID, MEDLINE, Embase, PsycINFO and Google Scholar, were searched from inception until October 1, 2024. Additional studies were identified from the reference lists of the included articles. 22 studies were identified, with a total of 186,847 participants included. Results reported that GLP-1RAs meaningfully improved cognitive and affective functioning (e.g., memory), which in some cases was sustained beyond exposure to the agent. Separately, multiple epidemiological studies reported that GLP-1RAs have protective effects, with a suggestion of decrease in the incidence of mental disorders. These results provides the impetus for large, long-term, randomized controlled trials for GLP-1 RAs for the treatment of various mental disorders. This review is not registered in PROSPERO or any other registry.

关于胰高血糖素样肽-1受体激动剂(GLP-1RAs)治疗阿尔茨海默病、帕金森病、重度抑郁症、双相情感障碍、物质、酒精和尼古丁使用障碍的现有文献表明,它的疗效超出了目前fda批准的适应症(如2型糖尿病、肥胖)。上述精神障碍的相关脑区含有胰高血糖素样肽1 (GLP-1)受体,与改善认知和行为功能有关。因此,我们旨在系统地回顾GLP-1RAs在各种神经认知和精神疾病中的治疗效果。在线数据库包括PubMed, OVID, MEDLINE, Embase, PsycINFO和谷歌Scholar,从成立到2024年10月1日进行了检索。从纳入文章的参考文献列表中确定了其他研究。22项研究共纳入186847名参与者。结果显示,GLP-1RAs显著改善了认知和情感功能(如记忆),在某些情况下,这些功能在暴露于该药物后仍持续存在。另外,多项流行病学研究报道,GLP-1RAs具有保护作用,提示可以降低精神障碍的发病率。这些结果为GLP-1 RAs治疗各种精神障碍的大规模、长期、随机对照试验提供了动力。此审查未在普洛斯彼罗或任何其他登记处登记。
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引用次数: 0
Predicting rTMS treatment response in schizophrenia using interpretable machine learning: a SHAP-based analysis. 使用可解释机器学习预测精神分裂症的rTMS治疗反应:基于shap的分析。
IF 4 3区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2025-12-16 eCollection Date: 2025-01-01 DOI: 10.1177/20451253251403262
Jingyuan Lin

Background: Individual responses to repetitive transcranial magnetic stimulation (rTMS) in schizophrenia vary, and predictive clinical tools are lacking.

Objectives: To develop and interpret machine learning models predicting individual rTMS treatment response using baseline clinical features.

Design: Exploratory, hypothesis-generating study using retrospective patient data with internal validation and interpretability analysis.

Methods: We analyzed 156 patients with schizophrenia, assessing baseline Positive and Negative Syndrome Scale (PANSS) and global assessment of functioning (GAF) scores. Machine learning models (Random Forest, XGBoost, support vector machine, logistic regression) were trained on demographic and clinical features. Performance was evaluated via cross-validation and a temporal hold-out test set. Shapley additive explanations (SHAP) were used for model interpretation.

Results: Baseline characteristics were comparable between groups (all p > 0.1). Although both groups improved clinically, between-group differences were not statistically significant. The Random Forest model achieved the highest performance: cross-validated area under the receiver operating characteristic curve (AUC) = 0.84, temporal hold-out AUC = 0.70. Learning curve analysis indicated performance plateaued around 100 cases. SHAP and decision tree analysis highlighted moderate baseline GAF and higher PANSS as key predictors for response.

Conclusion: Despite modest group-level efficacy, interpretable machine learning models identified baseline features associated with individual response to rTMS. These findings can inform personalized interventions, though future external validation is needed.

Trail registration: Not applicable.

背景:精神分裂症患者对重复经颅磁刺激(rTMS)的个体反应各不相同,缺乏预测性临床工具。目的:开发和解释使用基线临床特征预测个体rTMS治疗反应的机器学习模型。设计:探索性的、产生假设的研究,采用回顾性患者数据,并进行内部验证和可解释性分析。方法:我们分析了156例精神分裂症患者,评估了基线阳性和阴性综合征量表(PANSS)和总体功能评估(GAF)评分。机器学习模型(随机森林、XGBoost、支持向量机、逻辑回归)根据人口统计学和临床特征进行训练。通过交叉验证和时间保留测试集评估性能。采用Shapley加性解释(SHAP)进行模型解释。结果:两组间基线特征具有可比性(均p < 0.01)。两组临床均有所改善,但组间差异无统计学意义。随机森林模型取得了最高的性能:接收者工作特征曲线下的交叉验证面积(AUC) = 0.84,时间保持AUC = 0.70。学习曲线分析表明,性能在100例左右趋于稳定。SHAP和决策树分析强调,中等基线GAF和较高的PANSS是反应的关键预测因子。结论:尽管群体水平的疗效不高,但可解释的机器学习模型确定了与个体对rTMS反应相关的基线特征。这些发现可以为个性化干预提供信息,尽管还需要进一步的外部验证。试验报名:不适用。
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引用次数: 0
From model psychosis to rapid antidepressant: a historical and conceptual review of ketamine's psychiatric history. 从模式精神病到快速抗抑郁药:氯胺酮精神病史的历史和概念回顾。
IF 4 3区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2025-12-11 eCollection Date: 2025-01-01 DOI: 10.1177/20451253251392429
Casimiro Cabrera Abreu, Aleksandar Biorac, Ross J Baldessarini, Gustavo H Vázquez

Ketamine's development in psychiatry exemplifies the evolution of psychopharmacology over six decades. Originally introduced as a dissociative anesthetic and psychotomimetic probe, ketamine has been repositioned as a rapidly acting antidepressant, particularly for treatment-resistant depression (TRD). This narrative review draws on historical sources, clinical trials, regulatory documents, and conceptual analyses to examine ketamine's psychiatric trajectory, integrating historiographical and clinical perspectives to contextualize its shifting roles. Ketamine was initially valued in experimental psychopathology for modeling psychosis via N-methyl-D-aspartate receptor antagonism. By the early 2000s, clinical trials demonstrated rapid and robust antidepressant effects, challenging monoaminergic paradigms and stimulating new glutamatergic and neuroplasticity-based models of depression. Its dissociative effects, once interpreted as liabilities, became focal points of debate, though evidence suggests they are not essential for antidepressant efficacy. Intranasal esketamine received U.S. Food and Drug Administration approval in 2019 for TRD, while off-label intravenous racemic ketamine is widely used in practice. Ongoing challenges include safety, equity of access, regulatory oversight, and commercialization pressures. Ketamine's psychiatric history illustrates the fluidity of therapeutic meaning and the interplay of pharmacology, diagnosis, and culture. Its repositioning highlights new opportunities for rapid-acting treatments while underscoring the ethical and clinical responsibilities of integrating innovative agents into psychiatric care.

氯胺酮在精神病学上的发展体现了精神药理学60多年来的发展。氯胺酮最初是作为解离麻醉剂和拟精神探针引入的,现已被重新定位为一种速效抗抑郁药,特别是治疗难治性抑郁症(TRD)。本文通过历史资料、临床试验、规范性文件和概念分析来考察氯胺酮的精神病学发展轨迹,并结合史学和临床观点来阐释其不断变化的角色。氯胺酮最初在实验精神病理学中被重视,通过n -甲基- d -天冬氨酸受体拮抗剂来模拟精神病。到21世纪初,临床试验证明了抗抑郁药的快速和强大的作用,挑战了单胺能的范式,并刺激了新的基于谷氨酸能和神经可塑性的抑郁症模型。它的解离效应,曾经被解释为负担,成为争论的焦点,尽管有证据表明它们不是抗抑郁药疗效的必要因素。2019年,鼻用艾氯胺酮获得了美国食品和药物管理局(fda)的TRD批准,而非标签外消旋静脉用氯胺酮在实践中被广泛使用。目前面临的挑战包括安全性、公平性、监管监督和商业化压力。氯胺酮的精神病史说明了治疗意义的流动性以及药理学、诊断和文化的相互作用。它的重新定位突出了快速治疗的新机会,同时强调了将创新药物整合到精神病学治疗中的伦理和临床责任。
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引用次数: 0
Novel psychedelic interventions for post-traumatic stress disorder and their promise for precision medicine. 创伤后应激障碍的新型迷幻干预及其对精准医疗的承诺。
IF 4 3区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2025-12-04 eCollection Date: 2025-01-01 DOI: 10.1177/20451253251396255
Charles Dodds, Rachelle Dawson, Alexander Lim, Susannah Tye, Fatima Nasrallah

Novel interventions for post-traumatic stress disorder (PTSD) leverage the psychoactive properties of psychedelic compounds, such as ketamine, 3,4-methylenedioxymethamphetamine and psilocybin, which may overcome limitations of conventional treatments. Through the modulation of pathways involved in synaptic plasticity, psychedelic interventions are believed to enhance the mechanisms underlying memory processing and extinction. Multi-modal approaches to patient care can use existing treatments in combination with psychedelics to improve the efficacy of current psychotherapies, producing rapid and lasting improvement to chronic physiological and psychological symptoms. Modern methods for predicting treatment response will allow clinicians to personalise psychedelic interventions to the individual, capitalising on quantitative evidence to provide precision medical care. This review serves to identify limitations of the current treatment paradigm for PTSD, highlight how emerging psychedelic interventions may offer a solution to these considerations and explore the promise of precision medicine approaches for the future of PTSD treatment.

创伤后应激障碍(PTSD)的新干预措施利用了迷幻化合物的精神活性,如氯胺酮、3,4-亚甲基二氧基甲基苯丙胺和裸盖菇素,这可能克服传统治疗方法的局限性。通过调节突触可塑性的通路,迷幻干预被认为可以增强记忆加工和消退的机制。多模式的病人护理方法可以利用现有的治疗方法与致幻剂相结合,以提高目前心理治疗的疗效,对慢性生理和心理症状产生快速和持久的改善。预测治疗反应的现代方法将允许临床医生对个体进行个性化的迷幻干预,利用定量证据提供精确的医疗护理。本综述旨在确定当前PTSD治疗模式的局限性,强调新兴的迷幻干预措施如何为这些考虑提供解决方案,并探索精准医学方法对未来PTSD治疗的承诺。
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引用次数: 0
What is it like to microdose LSD for depression? a thematic analysis of participant interviews from an open-label trial. 用微剂量的LSD治疗抑郁症是什么感觉?对一项开放标签试验参与者访谈的专题分析。
IF 4 3区 医学 Q2 PHARMACOLOGY & PHARMACY Pub Date : 2025-12-04 eCollection Date: 2025-01-01 DOI: 10.1177/20451253251396253
Carina Joy Donegan, Dimitri Daldegan-Bueno, Rachael L Sumner, Anna Forsyth, Will Evans, Nicholas R Hoeh, Frederick Sundram, David Menkes, Suresh Muthukumaraswamy, Lisa Reynolds

Background: Depressive disorders affect approximately 280 million globally, with many finding treatments ineffective or limited by side effects. Growing evidence suggests that psychedelic therapies may help alleviate depressive symptoms. Among these, lysergic acid diethylamide (LSD) microdosing shows promise for major depressive disorder (MDD). However, research on LSD microdosing in clinical populations remains limited.

Objectives: This study aimed to understand the experiences of individuals participating in an open-label trial of LSD microdosing for MDD.

Design: Open-label pilot trial in target population (MDD; phase IIa).

Methods: Seventeen participants with MDD completed an 8-week LSD microdosing regimen, dosing twice weekly. Following the intervention, participants underwent semi-structured interviews regarding their experiences. Data were analysed using thematic analysis.

Results: Themes were grouped into five categories: enhanced self-determination, increased connectedness, improved cognitive processing, better emotional well-being, and negative effects.

Conclusion: Reported effects appeared to reinforce one another; that is, self-determination led to feeling more connected, which enhanced cognitive processing and ultimately improved emotional well-being and reduced depressive symptoms. However, this effect was not universal; some individuals reported negative effects or no significant improvement from microdosing LSD. This variability may be due to individual differences in response, insufficient dosage, or the treatment's lack of effectiveness for some individuals. The presence of side effects highlights the need for a careful titration protocol, while the lack of symptom improvement in some cases reinforces that microdosing is not a guaranteed solution, and expectations should remain realistic. The absence of a placebo control represents a key limitation as it precludes attribution of observed changes specifically to LSD.

Trial registration: ANZCTR, ACTRN12623000486628. Registered on 12 May 2023 (https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?id=385758).

背景:抑郁症影响全球约2.8亿人,其中许多人发现治疗无效或受副作用限制。越来越多的证据表明,迷幻疗法可能有助于缓解抑郁症状。其中,麦角酸二乙胺(LSD)微剂量显示出治疗重度抑郁症(MDD)的希望。然而,在临床人群中对LSD微剂量的研究仍然有限。目的:本研究旨在了解参与LSD微剂量治疗重度抑郁症的开放标签试验的个体的体验。设计:目标人群的开放标签试点试验(MDD, IIa期)。方法:17名重度抑郁症患者完成了为期8周的LSD微给药方案,每周给药两次。在干预之后,参与者接受了关于他们经历的半结构化访谈。采用专题分析对数据进行分析。结果:主题分为五类:增强自决,增加联系,改善认知处理,更好的情绪健康和负面影响。结论:报告的效果似乎是相互加强的;也就是说,自我决定会让人感觉更有联系,从而增强认知过程,最终改善情绪健康,减少抑郁症状。然而,这种影响并不普遍;一些人报告说,服用微剂量LSD会产生负面影响,或者没有显著改善。这种差异可能是由于反应的个体差异、剂量不足或治疗对某些个体缺乏有效性。副作用的存在强调了需要仔细的滴定方案,而在某些情况下缺乏症状改善,强化了微剂量不是一个保证的解决方案,期望应该保持现实。缺乏安慰剂对照是一个关键的限制,因为它排除了将观察到的变化专门归因于LSD的可能性。试验注册号:ANZCTR, ACTRN12623000486628。于2023年5月12日注册(https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?id=385758)。
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引用次数: 0
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Therapeutic Advances in Psychopharmacology
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