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Analyzing the Placebo Response and Identifying Influential Factors in Oral Medication Trials for Acute-Phase Schizophrenia.
IF 5.3 1区 医学 Q1 PSYCHIATRY Pub Date : 2025-03-19 DOI: 10.1093/schbul/sbaf013
Jiyuan Ren, Lei Zhang, Ling Xu, Yinghua Lv, Jihan Huang, Yulin Feng, Haoyang Guo, Yexuan Wang, Juan Yang, Qingshan Zheng, Lujin Li

Background and hypothesis: This study aims to develop a placebo response and dropout rate model for acute-phase schizophrenia medication trials and assess factors affecting this response to inform future trial design.

Study design: We conducted a literature update using a comprehensive meta-analysis of schizophrenia medication trials, focusing on oral placebo-controlled studies. We modeled the placebo response on the Positive and Negative Syndrome Scale (PANSS) and the Clinical Global Impressions-Severity of Illness (CGI-S) scale over time and analyzed dropout rates. Influential factors were explored using covariate models and subgroup analyses.

Study results: Aggregate-level data from 48 publications were analyzed. The placebo response reached a plateau at different weeks for PANSS and CGI-S scale scores. The lower the baseline of PANSS total score, older age, heavier body weight, a higher proportion of male or Black patients, smaller sample sizes, single-country trials, older studies, and the use of the Last Observation Carried Forward imputation were associated with a lower placebo response. Maximum response of PANSS Total score and gender significantly influenced dropout rates.

Conclusions: We present a model predicting placebo response in schizophrenia trials, offering insights into the impact of various trial characteristics, aiding in the design and interpretation of future clinical studies.

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引用次数: 0
Measuring Cognitive Impairments Associated With Schizophrenia in Clinical Practice: Overview of Current Challenges and Future Opportunities. 在临床实践中测量与精神分裂症相关的认知障碍:当前挑战与未来机遇概述》。
IF 5.3 1区 医学 Q1 PSYCHIATRY Pub Date : 2025-03-14 DOI: 10.1093/schbul/sbae051
Keith H Nuechterlein, Henry Nasrallah, Dawn Velligan

Background: Cognitive impairment associated with schizophrenia (CIAS) negatively impacts daily functioning, quality of life, and recovery, yet effective pharmacotherapies and practical assessments for clinical practice are lacking. Despite the pivotal progress made with establishment of the Measurement and Treatment Research to Improve Cognition in Schizophrenia (MATRICS) Consensus Cognitive Battery (MCCB) for clinical research, implementation of the full MCCB is too time-consuming and cost-ineffective for most clinicians in clinical practice.

Study design: Here we discuss current assessments in relation to delivery format (interview-based and performance-based), validity, ease of use for clinicians and patients, reliability/reproducibility, cost-effectiveness, and suitability for clinical implementation. Key challenges and future opportunities for improving cognitive assessments are also presented.

Study results: Current assessments that require 30 min to complete would have value in clinical settings, but the associated staff training and time required might preclude their application in most clinical settings. Initial profiling of cognitive deficits may require about 30 min to assist in the selection of evidence-based treatments; follow-up monitoring with brief assessments (10-15 min in duration) to detect treatment-related effects on global cognition may complement this approach. Guidance on validated brief cognitive tests for the strategic monitoring of treatment effects on CIAS is necessary.

Conclusions: With increased advancements in technology-based and remote assessments, development of validated formats of remote and in-person assessment, and the necessary training models and infrastructure required for implementation, are likely to be of increasing clinical relevance for future clinical practice.

背景:与精神分裂症相关的认知障碍(CIAS)对患者的日常功能、生活质量和康复产生了负面影响,但临床实践中却缺乏有效的药物疗法和实用的评估方法。尽管用于临床研究的 "改善精神分裂症认知的测量和治疗研究"(MATRICS)共识认知电池(MCCB)的建立取得了关键性进展,但对于临床实践中的大多数临床医生来说,实施完整的MCCB过于耗时且成本效益不高:研究设计:在此,我们将讨论当前评估的实施形式(基于访谈和基于表现)、有效性、临床医生和患者的易用性、可靠性/可重复性、成本效益以及临床实施的适宜性。此外,还介绍了改进认知评估所面临的主要挑战和未来机遇:研究结果:目前需要 30 分钟才能完成的评估在临床环境中很有价值,但相关的人员培训和所需时间可能会阻碍其在大多数临床环境中的应用。对认知缺陷进行初步分析可能需要 30 分钟左右的时间,以帮助选择循证治疗方法;通过简短评估(持续时间为 10-15 分钟)进行后续监测,以检测治疗对整体认知的相关影响,可能会对这种方法起到补充作用。有必要为有效的简短认知测试提供指导,以便对 CIAS 的治疗效果进行战略性监测:结论:随着基于技术的远程评估技术的不断进步,开发有效的远程和面对面评估形式以及必要的培训模式和实施所需的基础设施,对未来的临床实践可能具有越来越重要的临床意义。
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引用次数: 0
Response to Commentaries.
IF 5.3 1区 医学 Q1 PSYCHIATRY Pub Date : 2025-03-14 DOI: 10.1093/schbul/sbae227
William P Horan, Amir Kalali, Stephen K Brannan, Wayne Drevets, Atul Mahableshwarkar, Srinivas Rao, Corey Reuteman-Fowler, Adam Savitz, Jaskaran Singh, Gary Walker, Jens R Wendland, Philip D Harvey
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引用次数: 0
Commentary on "Towards Enhancing Drug Development Methodology to Treat Cognitive Impairment Associated With Schizophrenia (CIAS) and Other Neuropsychiatric Conditions: Insights from Two Decades of Clinical Trials".
IF 5.3 1区 医学 Q1 PSYCHIATRY Pub Date : 2025-03-14 DOI: 10.1093/schbul/sbae163
Thomas P Laughren
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引用次数: 0
Age-Related Changes in Sleep and Its Implications for Cognitive Decline in Aging Persons With Schizophrenia: A Critical Review. 与年龄有关的睡眠变化及其对老年精神分裂症患者认知能力下降的影响:批判性评论。
IF 5.3 1区 医学 Q1 PSYCHIATRY Pub Date : 2025-03-14 DOI: 10.1093/schbul/sbae059
Bengi Baran, Ellen E Lee

Background and hypothesis: Cognitive impairment is a core feature of schizophrenia that worsens with aging and interferes with quality of life. Recent work identifies sleep as an actionable target to alleviate cognitive deficits. Cardinal non-rapid eye movement (NREM) sleep oscillations such as sleep spindles and slow oscillations are critical for cognition. People living with schizophrenia (PLWS) and their first-degree relatives have a specific reduction in sleep spindles and an abnormality in their temporal coordination with slow oscillations that predict impaired memory consolidation. While NREM oscillatory activity is reduced in typical aging, it is not known how further disruption in these oscillations contributes to cognitive decline in older PLWS. Another understudied risk factor for cognitive deficits among older PLWS is obstructive sleep apnea (OSA) which may contribute to cognitive decline.

Study design: We conducted a narrative review to examine the published literature on aging, OSA, and NREM sleep oscillations in PLWS.

Study results: Spindles are propagated via thalamocortical feedback loops, and this circuitry shows abnormal hyperconnectivity in schizophrenia as revealed by structural and functional MRI studies. While the risk and severity of OSA increase with age, older PLWS are particularly vulnerable to OSA-related cognitive deficits because OSA is often underdiagnosed and undertreated, and OSA adds further damage to the circuitry that generates NREM sleep oscillations.

Conclusions: We highlight the critical need to study NREM sleep in older PWLS and propose that identifying and treating OSA in older PLWS will provide an avenue to potentially mitigate and prevent cognitive decline.

背景和假设:认知障碍是精神分裂症的一个核心特征,它会随着年龄的增长而加重,并影响生活质量。最近的研究发现,睡眠是缓解认知障碍的可操作目标。红衣主教非快速眼动(NREM)睡眠振荡,如睡眠棘波和慢振荡对认知至关重要。精神分裂症患者(PLWS)及其一级亲属的睡眠棘波会出现特定的减少,其与慢振荡的时间协调也会出现异常,这预示着他们的记忆巩固能力会受损。虽然在典型的衰老过程中 NREM 振荡活动会减少,但目前还不清楚这些振荡的进一步破坏是如何导致老年 PLWS 认知能力下降的。阻塞性睡眠呼吸暂停(OSA)是老年 PLWS 认知缺陷的另一个未被充分研究的风险因素,它可能会导致认知能力下降:研究设计:我们对已发表的有关 PLWS 的衰老、OSA 和 NREM 睡眠振荡的文献进行了叙述性综述:研究结果:棘波通过丘脑皮层反馈环路传播,结构和功能磁共振成像研究显示,精神分裂症患者的这一环路具有异常的超连接性。虽然OSA的风险和严重程度会随着年龄的增长而增加,但老年PLWS尤其容易出现与OSA相关的认知障碍,因为OSA往往诊断不足、治疗不及时,而且OSA会进一步损害产生NREM睡眠振荡的回路:我们强调了研究老年PWLS的NREM睡眠的迫切需要,并建议识别和治疗老年PLWS的OSA将为减轻和预防认知能力下降提供潜在的途径。
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引用次数: 0
A Developmental Perspective on Early and Current Motor Abnormalities and Psychotic-Like Symptoms. 从发育角度看早期和当前的运动异常及类似精神病的症状。
IF 5.3 1区 医学 Q1 PSYCHIATRY Pub Date : 2025-03-14 DOI: 10.1093/schbul/sbae062
Jessica Fattal, Maksim Giljen, Teresa Vargas, Katherine S F Damme, Monica E Calkins, Amy E Pinkham, Vijay A Mittal

Background and hypothesis: Psychotic-like experiences (PLEs) are prevalent in the general population and, because they represent a lower end of the psychosis vulnerability spectrum, may be useful in informing mechanistic understanding. Although it is well-understood that motor signs characterize formal psychotic disorders, the developmental trajectory of these features and their relationships with PLEs are less well-understood.

Study design: Data from 7559 adolescents and young adults (age 11-21) in the Philadelphia Neurodevelopmental Cohort were used to investigate whether early-life milestone-attainment delays relate to current adolescent sensorimotor functioning and positive and negative PLEs. Current sensorimotor functioning was assessed using the Computerized Finger Tapping task (assessing motor slowing) and Mouse Practice task (assessing sensorimotor planning).

Study results: Early developmental abnormalities were related to current adolescent-aged motor slowing (t(7415.3) = -7.74, corrected-P < .001) and impaired sensorimotor planning (t(7502.5) = 5.57, corrected-P < .001). There was a significant interaction between developmental delays and current sensorimotor functioning on positive and negative PLEs (t = 1.67-4.51), such that individuals with early developmental delays had a stronger positive relationship between sensorimotor dysfunction and PLEs. Importantly, interaction models were significantly better at explaining current PLEs than those treating early and current sensorimotor dysfunction independently (χ2 = 4.89-20.34).

Conclusions: These findings suggest a relationship between early developmental delays and current sensorimotor functioning in psychosis proneness and inform an understanding of heterotypic continuity as well as a neurodevelopmental perspective of motor circuits. Furthermore, results indicate that motor signs are a clear factor in the psychosis continuum, suggesting that they may represent a core feature of psychosis vulnerability.

背景和假设:类似精神病的经历(PLEs)在普通人群中很普遍,由于它们代表了精神病易感性谱系的低端,因此可能有助于从机理上理解它们。虽然运动症状是正式精神病性障碍的特征已广为人知,但这些特征的发展轨迹及其与 PLEs 的关系却不甚明了:研究设计:研究人员利用费城神经发育队列中 7559 名青少年和年轻成人(11-21 岁)的数据,调查早年里程碑式的延迟是否与当前青少年的感觉运动功能以及积极和消极的 PLEs 有关。目前的感觉运动功能通过电脑手指敲击任务(评估运动迟缓)和鼠标练习任务(评估感觉运动规划)进行评估:研究结果:早期发育异常与当前青春期运动迟缓有关(t(7415.3) = -7.74,校正后-结论:这些研究结果表明,在易患精神病的人群中,早期发育迟缓与当前的感知运动功能之间存在关系,并有助于理解异型连续性以及运动回路的神经发育观点。此外,研究结果表明,运动症状是精神病连续性的一个明显因素,这表明运动症状可能代表了精神病易感性的一个核心特征。
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引用次数: 0
Randomized Laboratory Study of Single-Dose Cannabis, Dronabinol, and Placebo in Patients With Schizophrenia and Cannabis Use Disorder. 针对精神分裂症和大麻使用障碍患者的单剂量大麻、屈大麻酚和安慰剂随机实验室研究。
IF 5.3 1区 医学 Q1 PSYCHIATRY Pub Date : 2025-03-14 DOI: 10.1093/schbul/sbae097
Mary F Brunette, Robert M Roth, Christi Trask, Jibran Y Khokhar, James C Ford, Soo Hwan Park, Sara M Hickey, Thomas Zeffiro, Haiyi Xie

Background and hypothesis: Up to 43% of people with schizophrenia have a lifetime cannabis use disorder (CUD). Tetrahydrocannabinol (THC) has been shown to exacerbate psychosis in a dose-dependent manner, but little research has assessed its effects on schizophrenia and co-occurring CUD (SCZ-CUD). In this double-dummy, placebo-controlled trial (total n = 130), we hypothesized that a modest dose of THC would worsen cognitive function but not psychosis.

Study design: Effects of single-dose oral THC (15 mg dronabinol) or smoked 3.5% THC cigarettes vs placebo in SCZ-CUD or CUD-only on positive and negative symptoms of schizophrenia (only for SCZ-CUD), cognition, and drug experiences assessed several hours after drug administration. SCZ-only and healthy control participants were also assessed.

Study results: Drug liking was higher in THC groups vs placebo. Neither smoked THC nor oral dronabinol predicted positive or negative symptom subscale scores 2 and 5 h, respectively, after drug exposure in SCZ-CUD participants. The oral dronabinol SCZ-CUD group, but not smoked THC SCZ-CUD group, performed worse than placebo on verbal learning (B = -9.89; 95% CI: -16.06, -3.18; P = .004) and attention (B = -0.61; 95% CI: -1.00, -0.23; P = .002). Every 10-point increment in serum THC + THCC ng/ml was associated with increased negative symptoms (0.40 points; 95% CI: 0.15, 0.65; P = .001; subscale ranges 7-49) and trends were observed for worse positive symptoms and performance in verbal learning, delayed recall, and working memory.

Conclusions: In people with SCZ-CUD, a modest single dose of oral THC was associated with worse cognitive functioning without symptom exacerbation several hours after administration, and a THC dose-response effect was seen for negative symptoms.

背景和假设:高达 43% 的精神分裂症患者终生患有大麻使用障碍 (CUD)。四氢大麻酚(THC)已被证明会以剂量依赖的方式加重精神病,但很少有研究评估其对精神分裂症和并发 CUD(SCZ-CUD)的影响。在这项双假、安慰剂对照试验(总人数 = 130)中,我们假设适量的 THC 会恶化认知功能,但不会加重精神病:研究设计:单剂量口服 THC(15 毫克屈大麻酚)或吸 3.5% THC 香烟与安慰剂相比,对 SCZ-CUD 或仅 CUD 的精神分裂症阳性和阴性症状(仅对 SCZ-CUD)、认知和服药数小时后的药物体验的影响。此外,还对仅患有精神分裂症的患者和健康对照组患者进行了评估:研究结果:THC组与安慰剂组相比,药物喜好度更高。无论是吸食 THC 还是口服屈大麻酚,都不能分别预测 SCZ-CUD 参与者在接触药物 2 小时和 5 小时后的阳性或阴性症状分量表得分。口服屈大麻酚 SCZ-CUD 组在言语学习(B = -9.89;95% CI:-16.06, -3.18;P = .004)和注意力(B = -0.61;95% CI:-1.00, -0.23;P = .002)方面的表现比安慰剂组差,而烟熏 THC SCZ-CUD 组则没有。血清中THC + THCC纳克/毫升每增加10点,阴性症状就会增加(0.40点;95% CI:0.15,0.65;P = .001;分量表范围7-49),阳性症状和言语学习、延迟回忆和工作记忆方面的表现也呈恶化趋势:结论:在SCZ-CUD患者中,口服适量的单剂量四氢大麻酚会导致认知功能下降,但在用药数小时后症状不会加重,而且四氢大麻酚对阴性症状也有剂量反应效应。
{"title":"Randomized Laboratory Study of Single-Dose Cannabis, Dronabinol, and Placebo in Patients With Schizophrenia and Cannabis Use Disorder.","authors":"Mary F Brunette, Robert M Roth, Christi Trask, Jibran Y Khokhar, James C Ford, Soo Hwan Park, Sara M Hickey, Thomas Zeffiro, Haiyi Xie","doi":"10.1093/schbul/sbae097","DOIUrl":"10.1093/schbul/sbae097","url":null,"abstract":"<p><strong>Background and hypothesis: </strong>Up to 43% of people with schizophrenia have a lifetime cannabis use disorder (CUD). Tetrahydrocannabinol (THC) has been shown to exacerbate psychosis in a dose-dependent manner, but little research has assessed its effects on schizophrenia and co-occurring CUD (SCZ-CUD). In this double-dummy, placebo-controlled trial (total n = 130), we hypothesized that a modest dose of THC would worsen cognitive function but not psychosis.</p><p><strong>Study design: </strong>Effects of single-dose oral THC (15 mg dronabinol) or smoked 3.5% THC cigarettes vs placebo in SCZ-CUD or CUD-only on positive and negative symptoms of schizophrenia (only for SCZ-CUD), cognition, and drug experiences assessed several hours after drug administration. SCZ-only and healthy control participants were also assessed.</p><p><strong>Study results: </strong>Drug liking was higher in THC groups vs placebo. Neither smoked THC nor oral dronabinol predicted positive or negative symptom subscale scores 2 and 5 h, respectively, after drug exposure in SCZ-CUD participants. The oral dronabinol SCZ-CUD group, but not smoked THC SCZ-CUD group, performed worse than placebo on verbal learning (B = -9.89; 95% CI: -16.06, -3.18; P = .004) and attention (B = -0.61; 95% CI: -1.00, -0.23; P = .002). Every 10-point increment in serum THC + THCC ng/ml was associated with increased negative symptoms (0.40 points; 95% CI: 0.15, 0.65; P = .001; subscale ranges 7-49) and trends were observed for worse positive symptoms and performance in verbal learning, delayed recall, and working memory.</p><p><strong>Conclusions: </strong>In people with SCZ-CUD, a modest single dose of oral THC was associated with worse cognitive functioning without symptom exacerbation several hours after administration, and a THC dose-response effect was seen for negative symptoms.</p>","PeriodicalId":21530,"journal":{"name":"Schizophrenia Bulletin","volume":" ","pages":"479-492"},"PeriodicalIF":5.3,"publicationDate":"2025-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11908874/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141432668","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
Dysregulated Transcript Expression but Not Function of the Glutamate Transporter EAAT2 in the Dorsolateral Prefrontal Cortex in Schizophrenia. 精神分裂症患者背外侧前额叶皮层中谷氨酸转运体 EAAT2 的转录表达失调而功能未受影响
IF 5.3 1区 医学 Q1 PSYCHIATRY Pub Date : 2025-03-14 DOI: 10.1093/schbul/sbae092
Sinead M O'Donovan, Dan Shan, Xiaojun Wu, Jae Hyuk Choi, Robert E McCullumsmith

Background: Schizophrenia (SCZ) is a serious mental illness with complex pathology, including abnormalities in the glutamate system. Glutamate is rapidly removed from the synapse by excitatory amino acid transporters (EAATs). Changes in the expression and localization of the primary glutamate transporter EAAT2 are found in the brain in central nervous system (CNS) disorders including SCZ. We hypothesize that neuronal expression and function of EAAT2 are increased in the frontal cortex in subjects diagnosed with SCZ.

Study design: EAAT2 protein expression and glutamate transporter function were assayed in synaptosome preparations from the dorsolateral prefrontal cortex (DLPFC) of SCZ subjects and age- and sex-matched nonpsychiatrically ill controls. EAAT2 splice variant transcript expression was assayed in enriched populations of neurons and astrocytes from the DLPFC. Pathway analysis of publicly available transcriptomic datasets was carried out to identify biological changes associated with EAAT2 perturbation in different cell types.

Results: We found no significant changes in EAAT2 protein expression or glutamate uptake in the DLPFC in SCZ subjects compared with controls (n = 10/group). Transcript expression of EAAT2 and signaling molecules associated with EAAT2b trafficking (CaMKIIa and DLG1) were significantly altered in enriched populations of astrocytes and pyramidal neurons (P < .05) in SCZ (n = 16/group). These changes were not associated with antipsychotic medications. Pathway analysis also identified cell-type-specific enrichment of biological pathways associated with perturbation of astrocyte (immune pathways) and neuronal (metabolic pathways) EAAT2 expression.

Conclusions: Overall, these data support the growing body of evidence for the role of dysregulation of the glutamate system in the pathophysiology of SCZ.

背景:精神分裂症(SCZ)是一种严重的精神疾病,病理复杂,包括谷氨酸系统异常。谷氨酸通过兴奋性氨基酸转运体(EAATs)迅速从突触中清除。在中枢神经系统(CNS)疾病(包括 SCZ)的大脑中,主要谷氨酸转运体 EAAT2 的表达和定位发生了变化。我们推测,被诊断为SCZ的受试者额叶皮质中EAAT2的神经元表达和功能会增加:研究设计:在 SCZ 受试者和年龄与性别匹配的非精神疾病对照组的背外侧前额叶皮层(DLPFC)突触体制备物中检测 EAAT2 蛋白表达和谷氨酸转运体功能。在 DLPFC 的神经元和星形胶质细胞富集群中检测了 EAAT2 剪接变体转录本的表达。我们对公开的转录组数据集进行了通路分析,以确定不同细胞类型中与 EAAT2 干扰相关的生物学变化:我们发现,与对照组相比(n = 10/组),SCZ 受试者 DLPFC 中的 EAAT2 蛋白表达或谷氨酸摄取均无明显变化。在星形胶质细胞和锥体神经元的富集群体中,EAAT2和与EAAT2b转运相关的信号分子(CaMKIIa和DLG1)的转录表达发生了显著变化(P 结论:我们发现,在星形胶质细胞和锥体神经元的富集群体中,EAAT2和与EAAT2b转运相关的信号分子的转录表达发生了显著变化:总之,这些数据支持越来越多的证据表明谷氨酸系统失调在 SCZ 病理生理学中的作用。
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引用次数: 0
Clozapine Efficacy and Adverse Drug Reactions Among a Nationwide Study of 1021 Australians Prescribed Clozapine: The ClozaGene Study. 对开具氯氮平处方的 1021 名澳大利亚人进行的一项全国性研究中的氯氮平疗效和药物不良反应:ClozaGene 研究。
IF 5.3 1区 医学 Q1 PSYCHIATRY Pub Date : 2025-03-14 DOI: 10.1093/schbul/sbae065
Penelope A Lind, Richard K Parker, Korinne Northwood, Dan J Siskind, Sarah E Medland

Background and hypothesis: The ClozaGene Study is a nationwide cohort of adults who have been treated with clozapine. While clozapine is indicated in the management of treatment-resistant schizophrenia, it is associated with a considerable adverse drug reaction (ADR) burden, and not all patients achieve adequate symptomatic response. The current study focuses on self-reported experiences of clozapine use and response, clozapine-associated ADRs, and mental health comorbidity.

Study design: A total of 1021 participants (41.0% female; aged 46.2 ± 10.6 years [range 18-66]) were recruited via a mail-out based on prescriptions for clozapine. Participants completed a self-report questionnaire.

Study results: Most participants (90.1%, n = 912) were living with schizophrenia while 41.5% reported a lifetime diagnosis of depression, 15.6% bipolar disorder, and 8.1% schizoaffective disorder. Clozapine was currently prescribed to 944 (92.5%) participants and 37.8% of these participants self-reported currently taking additional antipsychotic medication. Nearly 3 quarters of participants living with schizophrenia reported that clozapine helped control their schizophrenia symptoms moderately to very well. The most commonly reported ADRs were sialorrhea (80.3%), weight gain (71.0%), constipation (56.9%), and sedation (52.8%). The prevalence of clozapine cessation due to clozapine-induced myocarditis and neutropenia was 1% and 0.4%, respectively.

Conclusions: Our findings highlight the high rate of psychotic and metabolic symptoms and ADRs among adults prescribed clozapine in the general Australian population. Future genomic analyses will focus on identifying genetic variants influencing clozapine treatment response and side effects.

背景与假设:ClozaGene研究是一项全国性的研究,对象是接受过氯氮平治疗的成年人。虽然氯氮平适用于治疗耐药性精神分裂症,但它与相当大的药物不良反应(ADR)负担相关,而且并非所有患者都能获得充分的症状反应。目前的研究侧重于氯氮平使用和反应的自我报告经验、氯氮平相关的药物不良反应以及精神健康合并症:根据氯氮平处方,通过邮寄方式共招募了 1021 名参与者(41.0% 为女性;年龄为 46.2 ± 10.6 岁[18-66 岁])。参与者填写了一份自我报告问卷:大多数参与者(90.1%,n = 912)患有精神分裂症,41.5%终生被诊断患有抑郁症,15.6%患有双相情感障碍,8.1%患有分裂情感障碍。944 名参与者(92.5%)目前服用氯氮平,其中 37.8% 的参与者自称目前还在服用其他抗精神病药物。近四分之三的精神分裂症患者表示,氯氮平对控制他们的精神分裂症症状有中度到非常好的帮助。最常报告的不良反应是腹泻(80.3%)、体重增加(71.0%)、便秘(56.9%)和镇静(52.8%)。因氯氮平诱发的心肌炎和中性粒细胞减少症而停用氯氮平的比例分别为1%和0.4%:我们的研究结果表明,在澳大利亚普通人群中,处方氯氮平的成年人中精神病症状、代谢症状和不良反应发生率很高。未来的基因组分析将侧重于确定影响氯氮平治疗反应和副作用的基因变异。
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引用次数: 0
Neuroimage Analysis Methods and Artificial Intelligence Techniques for Reliable Biomarkers and Accurate Diagnosis of Schizophrenia: Achievements Made by Chinese Scholars Around the Past Decade. 神经影像分析方法和人工智能技术用于精神分裂症的可靠生物标记和准确诊断:近十年来中国学者取得的成就》。
IF 5.3 1区 医学 Q1 PSYCHIATRY Pub Date : 2025-03-14 DOI: 10.1093/schbul/sbae110
Yuhui Du, Ju Niu, Ying Xing, Bang Li, Vince D Calhoun

Background and hypothesis: Schizophrenia (SZ) is characterized by significant cognitive and behavioral disruptions. Neuroimaging techniques, particularly magnetic resonance imaging (MRI), have been widely utilized to investigate biomarkers of SZ, distinguish SZ from healthy conditions or other mental disorders, and explore biotypes within SZ or across SZ and other mental disorders, which aim to promote the accurate diagnosis of SZ. In China, research on SZ using MRI has grown considerably in recent years.

Study design: The article reviews advanced neuroimaging and artificial intelligence (AI) methods using single-modal or multimodal MRI to reveal the mechanism of SZ and promote accurate diagnosis of SZ, with a particular emphasis on the achievements made by Chinese scholars around the past decade.

Study results: Our article focuses on the methods for capturing subtle brain functional and structural properties from the high-dimensional MRI data, the multimodal fusion and feature selection methods for obtaining important and sparse neuroimaging features, the supervised statistical analysis and classification for distinguishing disorders, and the unsupervised clustering and semi-supervised learning methods for identifying neuroimage-based biotypes. Crucially, our article highlights the characteristics of each method and underscores the interconnections among various approaches regarding biomarker extraction and neuroimage-based diagnosis, which is beneficial not only for comprehending SZ but also for exploring other mental disorders.

Conclusions: We offer a valuable review of advanced neuroimage analysis and AI methods primarily focused on SZ research by Chinese scholars, aiming to promote the diagnosis, treatment, and prevention of SZ, as well as other mental disorders, both within China and internationally.

背景与假设:精神分裂症(SZ)以严重的认知和行为障碍为特征。神经影像学技术,尤其是磁共振成像(MRI),已被广泛应用于研究精神分裂症的生物标志物,区分精神分裂症与健康状况或其他精神障碍,探索精神分裂症内部或精神分裂症与其他精神障碍之间的生物类型,从而促进对精神分裂症的准确诊断。在中国,近年来利用核磁共振成像对SZ的研究有了长足的发展:研究设计:文章回顾了利用单模态或多模态核磁共振成像技术揭示SZ发病机制、促进SZ准确诊断的先进神经影像学和人工智能(AI)方法,特别强调了中国学者近十年来所取得的成果:研究成果:本文主要介绍了从高维MRI数据中捕捉细微脑功能和结构特性的方法、获取重要和稀疏神经影像特征的多模态融合和特征选择方法、区分疾病的监督统计分析和分类方法,以及识别基于神经影像的生物分型的无监督聚类和半监督学习方法。最重要的是,我们的文章突出了每种方法的特点,强调了生物标记物提取和基于神经影像诊断的各种方法之间的相互联系,这不仅有利于理解 SZ,也有利于探索其他精神疾病:我们对国内学者主要针对 SZ 研究的先进神经影像分析和人工智能方法进行了有价值的综述,旨在促进国内外对 SZ 以及其他精神障碍的诊断、治疗和预防。
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引用次数: 0
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Schizophrenia Bulletin
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