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The multiverse of data preprocessing and analysis in graph-based fMRI: A systematic literature review of analytical choices fed into a decision support tool for informed analysis 基于图形的 fMRI 数据预处理和分析的多重宇宙:关于为知情分析决策支持工具提供分析选择的系统性文献综述。
IF 7.5 1区 医学 Q1 BEHAVIORAL SCIENCES Pub Date : 2024-08-06 DOI: 10.1016/j.neubiorev.2024.105846

The large number of different analytical choices used by researchers is partly responsible for the challenge of replication in neuroimaging studies. For an exhaustive robustness analysis, knowledge of the full space of analytical options is essential. We conducted a systematic literature review to identify the analytical decisions in functional neuroimaging data preprocessing and analysis in the emerging field of cognitive network neuroscience. We found 61 different steps, with 17 of them having debatable parameter choices. Scrubbing, global signal regression, and spatial smoothing are among the controversial steps. There is no standardized order in which different steps are applied, and the parameter settings within several steps vary widely across studies. By aggregating the pipelines across studies, we propose three taxonomic levels to categorize analytical choices: 1) inclusion or exclusion of specific steps, 2) parameter tuning within steps, and 3) distinct sequencing of steps. We have developed a decision support application with high educational value called METEOR to facilitate access to the data in order to design well-informed robustness (multiverse) analysis.

研究人员使用的大量不同分析选择是神经成像研究中复制难题的部分原因。要进行详尽的稳健性分析,了解分析选项的全部空间至关重要。我们进行了系统的文献综述,以确定认知网络神经科学这一新兴领域中功能神经成像数据预处理和分析的分析决策。我们发现了 61 个不同的步骤,其中 17 个步骤的参数选择值得商榷。有争议的步骤包括擦除、全局信号回归和空间平滑。不同步骤的应用没有统一的顺序,不同研究中几个步骤的参数设置也大相径庭。通过汇总不同研究的流程,我们提出了三个分类级别来对分析选择进行分类:1)纳入或排除特定步骤;2)步骤内的参数调整;3)步骤的不同排序。我们开发了一个具有很高教育价值的决策支持应用程序,名为 METEOR,以方便获取数据,从而在充分知情的情况下设计稳健性(多重宇宙)分析。
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引用次数: 0
Age differences in prosociality across the adult lifespan: A meta-analysis 成年人一生中亲社会性的年龄差异:元分析
IF 7.5 1区 医学 Q1 BEHAVIORAL SCIENCES Pub Date : 2024-08-05 DOI: 10.1016/j.neubiorev.2024.105843

Lifespan developmental theories and research suggest a positive effect of adult age on prosociality. However, this effect lacks consistency, with many studies excluding the period of midlife. This study summarized cross-sectional studies on adult age and prosociality, combining 120 (independent) samples (n = 103,829) in a lifespan meta-analysis approach. Linear and quadratic age effects on prosociality were analyzed, as well as comparisons between younger, middle-aged, and older adults. Prosociality was assessed via behavioral measures and self-reports. In both these domains, results indicated small linear age effects and higher prosociality in older compared to younger adults, supporting the hypothesis of increased prosociality in older age. Additionally, leveraging open data sets (64/120 independent samples), predominantly unpublished, we found some evidence for potential quadratic age effects on behavioral prosociality: Middle-aged adults exhibited higher behavioral and self-reported prosociality than younger adults, but no differences between middle-aged and older adults were observed. This meta-analysis offers new perspectives on age trajectories of prosociality, suggesting midlife as a potentially important phase of pronounced prosociality.

终身发展理论和研究表明,成人年龄对亲社会性有积极影响。然而,这种影响缺乏一致性,许多研究将中年时期排除在外。本研究总结了有关成人年龄与亲社会性的横断面研究,通过生命周期荟萃分析法合并了 120 个(独立)样本(n = 103 829)。分析了年龄对亲社会性的线性和二次影响,以及年轻人、中年人和老年人之间的比较。亲社会性通过行为测量和自我报告进行评估。结果表明,在这两个领域中,老年人的线性年龄效应较小,亲社会性高于年轻人,支持了老年人亲社会性增强的假设。此外,利用开放数据集(64/120 个独立样本)(主要是未发表的样本),我们还发现了一些证据,证明年龄对行为亲社会性有潜在的二次影响:与年轻人相比,中年人表现出更高的行为亲社会性和自我报告亲社会性,但中年人和老年人之间没有发现差异。这项荟萃分析为亲社会性的年龄轨迹提供了新的视角,表明中年是亲社会性明显的潜在重要阶段。
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引用次数: 0
Panpsychism and dualism in the science of consciousness 意识科学中的泛灵论和二元论。
IF 7.5 1区 医学 Q1 BEHAVIORAL SCIENCES Pub Date : 2024-08-04 DOI: 10.1016/j.neubiorev.2024.105845

A resurgence of panpsychism and dualism is a matter of ongoing debate in modern neuroscience. Although metaphysically hostile, panpsychism and dualism both persist in the science of consciousness because the former is proposed as a straightforward answer to the problem of integrating consciousness into the fabric of physical reality, whereas the latter proposes a simple solution to the problem of free will by endowing consciousness with causal power as a prerequisite for moral responsibility. I take the Integrated Information Theory (IIT) as a paradigmatic exemplar of a theory of consciousness (ToC) that makes its commitments to panpsychism and dualism within a unified framework. These features are not, however, unique for IIT. Many ToCs are implicitly prone to some degree of panpsychism whenever they strive to propose a universal definition of consciousness, associated with one or another known phenomenon. Yet, those ToCs that can be characterized as strongly emergent are at risk of being dualist. A remedy against both covert dualism and uncomfortable corollaries of panpsychism can be found in the evolutionary theory of life, called here “bioprotopsychism” and generalized in terms of autopoiesis and the free energy principle. Bioprotopsychism provides a biologically inspired basis for a minimalist approach to consciousness via the triad "chemotaxis-efference copy mechanism-counterfactual active inference" by associating the stream of weakly emergent conscious states with an amount of information (best guesses) of the brain, engaged in unconscious predictive processing.

泛灵论和二元论的死灰复燃是现代神经科学一直争论不休的问题。泛灵论和二元论虽然在形而上学上是敌对的,但它们在意识科学中都持续存在,因为前者是作为将意识融入物理现实结构这一问题的直接答案而提出的,而后者则是通过赋予意识以因果力量作为道德责任的先决条件,从而为自由意志问题提出了一个简单的解决方案。我将综合信息理论(IIT)作为意识理论(ToC)的典范,它在一个统一的框架内对泛精神论和二元论做出了承诺。然而,这些特征并非综合信息理论所独有。每当许多 ToC 致力于提出与一种或另一种已知现象相关的意识的普遍定义时,它们都会隐含地倾向于某种程度的泛心理主义。然而,那些具有强烈突现性特征的ToCs也有可能成为二元论者。针对隐蔽的二元论和泛灵论令人不舒服的必然结果,我们可以在生命进化论中找到补救办法,在此称之为 "生物原生心理主义",并以自组织和自由能原理加以概括。生物原生心理学为意识的极简主义方法提供了一个生物学启发的基础,它将微弱出现的意识状态流与从事无意识预测处理的大脑信息量(最佳猜测)联系起来。
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引用次数: 0
Maternal immune activation and its multifaceted effects on learning and memory in rodent offspring: A systematic review 母体免疫激活及其对啮齿动物后代学习和记忆的多方面影响:系统综述
IF 7.5 1区 医学 Q1 BEHAVIORAL SCIENCES Pub Date : 2024-08-04 DOI: 10.1016/j.neubiorev.2024.105844

This systematic review explored the impact of maternal immune activation (MIA) on learning and memory behavior in offspring, with a particular focus on sexual dimorphism. We analyzed 20 experimental studies involving rodent models (rats and mice) exposed to either lipopolysaccharide (LPS) or POLY I:C during gestation following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Our findings reveal that most studies report a detrimental impact of MIA on the learning and memory performance of offspring, highlighting the significant role of prenatal environmental factors in neurodevelopment. Furthermore, this review underscores the complex effects of sex, with males often exhibiting more pronounced cognitive impairment compared to females. Notably, a small subset of studies report enhanced cognitive function following MIA, suggesting complex, context-dependent outcomes of prenatal immune challenges. This review also highlights sex differences caused by the effects of MIA in terms of cytokine responses, alterations in gene expression, and differences in microglial responses as factors that contribute to the cognitive outcomes observed.

本系统综述探讨了母体免疫激活(MIA)对后代学习和记忆行为的影响,尤其关注了性双态性。我们按照系统综述和元分析首选报告项目(PRISMA)指南,分析了 20 项涉及啮齿动物模型(大鼠和小鼠)的实验研究,这些模型在妊娠期间暴露于脂多糖(LPS)或 POLY I:C。我们的研究结果表明,大多数研究都报告了 MIA 对后代学习和记忆能力的不利影响,这凸显了产前环境因素在神经发育中的重要作用。此外,本综述还强调了性别的复杂影响,与女性相比,男性往往表现出更明显的认知障碍。值得注意的是,有一小部分研究报告称,MIA 后认知功能增强,这表明产前免疫挑战会产生复杂的、依赖于环境的结果。本综述还强调了细胞因子反应、基因表达改变和小胶质细胞反应差异等方面的细胞因子影响所导致的性别差异,这些都是造成所观察到的认知结果的因素。
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引用次数: 0
Expanding the therapeutic potential of neuro(active)steroids: a promising strategy for hyperdopaminergic behavioral phenotypes 拓展神经(活性)类固醇的治疗潜力:治疗多巴胺能亢进行为表型的可行策略。
IF 7.5 1区 医学 Q1 BEHAVIORAL SCIENCES Pub Date : 2024-08-03 DOI: 10.1016/j.neubiorev.2024.105842

Imbalances in dopamine activity significantly contribute to the pathophysiology of several neuropsychiatric disorders, including addiction, ADHD, schizophrenia, impulse control disorders, and Parkinson’s Disease. Neuro(active)steroids, comprising endogenous steroids that finely modulate neuronal activity, are considered crucial regulators of brain function and behavior, with implications in various physiological processes and pathological conditions. Specifically, subclasses of Neuro(active)steroids belonging to the 5α reductase pathway are prominently involved in brain disorders characterized by dopaminergic signaling imbalances. This review highlights the neuromodulatory effects of Neuro(active)steroids on the dopamine system and related aberrant behavioral phenotypes. We critically appraise the role of pregnenolone, progesterone, and allopregnanolone on dopamine signaling. Additionally, we discuss the impact of pharmacological interventions targeting 5α reductase activity in neuropsychiatric conditions characterized by excessive activation of the dopaminergic system, ranging from psychotic (endo)phenotypes and motor complications to decision-making problems and addiction.

多巴胺活性失衡是多种神经精神疾病的重要病理生理因素,包括成瘾、多动症、精神分裂症、冲动控制障碍和帕金森病。神经(活性)类固醇包括能精细调节神经元活动的内源性类固醇,被认为是大脑功能和行为的重要调节剂,对各种生理过程和病理状况都有影响。具体而言,属于5α还原酶途径的神经(活性)类固醇亚类主要涉及以多巴胺能信号失衡为特征的脑部疾病。本综述强调了神经(活性)类固醇对多巴胺系统的神经调节作用以及相关的异常行为表型。我们严格评估了孕烯醇酮、孕酮和异丙孕酮对多巴胺信号传导的作用。此外,我们还讨论了针对 5α 还原酶活性的药物干预对以多巴胺能系统过度激活为特征的神经精神疾病的影响,这些疾病包括精神病(内)表型和运动并发症,以及决策问题和成瘾。
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引用次数: 0
Aberrant inhibitory control as a transdiagnostic dimension of mental disorders – A meta-analysis of the antisaccade task in different psychiatric populations 抑制控制失常是精神障碍的一个跨诊断维度--对不同精神病人群的反施法任务的荟萃分析。
IF 7.5 1区 医学 Q1 BEHAVIORAL SCIENCES Pub Date : 2024-08-03 DOI: 10.1016/j.neubiorev.2024.105840

This meta-analysis examined inhibitory control performance in the antisaccade task across mental disorders. Following PRISMA guidelines, we analyzed data from k = 146 studies (n = 13,807 participants) on antisaccade performance. Effect sizes were estimated using random-effects models and restricted maximum-likelihood estimation, with robustness tests for study heterogeneity and publication bias. Most disorders displayed elevated error rates, with schizophrenia showing the greatest impairments, followed by autism spectrum disorder, bipolar disorder and attention deficit hyperactivity disorder. Small to medium impairments were also found in eating disorders, major depressive disorder, obsessive-compulsive disorder and substance use disorder. Results were robust against corrections for publication bias and largely unaffected by confounding variables. Prolonged latencies were observed in schizophrenia, attention deficit hyperactivity disorder, bipolar disorder and obsessive compulsive disorder, with smaller and less robust effect sizes. Results indicate inhibitory control deficits in the antisaccade task across mental disorders, especially evident for error rates. While present in most disorders, results imply varying degrees of impairments, ranging from small to large in effect sizes, with largest impairments in schizophrenia.

这项荟萃分析研究了不同精神障碍患者在反施法任务中的抑制控制表现。根据 PRISMA 指南,我们分析了 k = 146 项研究(n = 13,807 名参与者)中有关反误差表现的数据。我们使用随机效应模型和限制性最大似然估计来估算效应大小,并对研究的异质性和发表偏倚进行了稳健性检验。大多数疾病都表现出较高的错误率,其中精神分裂症表现出最大的障碍,其次是自闭症谱系障碍、双相情感障碍和注意缺陷多动障碍。饮食失调症、重度抑郁症、强迫症和药物使用失调症也有小到中等程度的误差。对发表偏差进行校正后,结果是稳健的,基本上不受混杂变量的影响。在精神分裂症、注意缺陷多动障碍、双相情感障碍和强迫症中观察到了潜伏期延长的现象,但其效应大小较小且不太稳健。研究结果表明,不同精神障碍患者在反施法任务中都存在抑制控制缺陷,尤其是在错误率方面。虽然大多数精神障碍都存在抑制控制缺陷,但结果表明这些缺陷的程度不一,影响大小从大到小不等,其中精神分裂症的抑制控制缺陷最大。关键词
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引用次数: 0
Default mode network dynamics: An integrated neurocircuitry perspective on social dysfunction in human brain disorders 默认模式网络动力学:从综合神经回路角度看人类大脑疾病中的社交功能障碍。
IF 7.5 1区 医学 Q1 BEHAVIORAL SCIENCES Pub Date : 2024-08-02 DOI: 10.1016/j.neubiorev.2024.105839

Our intricate social brain is implicated in a range of brain disorders, where social dysfunction emerges as a common neuropsychiatric feature cutting across diagnostic boundaries. Understanding the neurocircuitry underlying social dysfunction and exploring avenues for its restoration could present a transformative and transdiagnostic approach to overcoming therapeutic challenges in these disorders. The brain's default mode network (DMN) plays a crucial role in social functioning and is implicated in various neuropsychiatric conditions. By thoroughly examining the current understanding of DMN functionality, we propose that the DMN integrates diverse social processes, and disruptions in brain communication at regional and network levels due to disease hinder the seamless integration of these social functionalities. Consequently, this leads to an altered balance between self-referential and attentional processes, alongside a compromised ability to adapt to social contexts and anticipate future social interactions. Looking ahead, we explore how adopting an integrated neurocircuitry perspective on social dysfunction could pave the way for innovative therapeutic approaches to address brain disorders.

我们错综复杂的社交大脑与一系列脑部疾病有关,其中社交功能障碍是一种跨越诊断界限的常见神经精神特征。了解社交功能障碍的神经回路并探索恢复社交功能障碍的途径,可以为克服这些疾病的治疗难题提供一种变革性的跨诊断方法。大脑默认模式网络(DMN)在社会功能中发挥着至关重要的作用,并与各种神经精神疾病有关。通过深入研究目前对默认模式网络功能的理解,我们提出,默认模式网络整合了各种社会过程,而疾病导致的区域和网络水平的大脑通信中断阻碍了这些社会功能的无缝整合。因此,这导致了自我参照过程和注意过程之间平衡的改变,同时也削弱了适应社会环境和预测未来社会互动的能力。展望未来,我们将探讨如何采用综合神经回路视角来看待社交功能障碍,从而为解决脑部疾病的创新治疗方法铺平道路。
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引用次数: 0
From neurons to brain networks, pharmacodynamics of stimulant medication for ADHD 从神经元到大脑网络,治疗 adhd 的兴奋剂的药效学。
IF 7.5 1区 医学 Q1 BEHAVIORAL SCIENCES Pub Date : 2024-08-02 DOI: 10.1016/j.neubiorev.2024.105841

Stimulants represent the first line pharmacological treatment for attention-deficit/hyperactivity disorder (ADHD) and are among the most prescribed psychopharmacological treatments. Their mechanism of action at synaptic level has been extensively studied. However, it is less clear how their mechanism of action determines clinically observed benefits. To help bridge this gap, we provide a comprehensive review of stimulant effects, with an emphasis on nuclear medicine and magnetic resonance imaging (MRI) findings. There is evidence that stimulant-induced modulation of dopamine and norepinephrine neurotransmission optimizes engagement of task-related brain networks, increases perceived saliency, and reduces interference from the default mode network. An acute administration of stimulants may reduce brain alterations observed in untreated individuals in fronto-striato-parieto-cerebellar networks during tasks or at rest. Potential effects of prolonged treatment remain controversial. Overall, neuroimaging has fostered understanding on stimulant mechanism of action. However, studies are often limited by small samples, short or no follow-up, and methodological heterogeneity. Future studies should address age-related and longer-term effects, potential differences among stimulants, and predictors of treatment response.

兴奋剂是治疗注意力缺陷/多动症(ADHD)的一线药物疗法,也是处方量最大的精神药物疗法之一。刺激剂在突触水平的作用机制已得到广泛研究。然而,它们的作用机制如何决定临床观察到的益处却不太清楚。为了弥补这一差距,我们对兴奋剂的作用进行了全面的综述,重点介绍了核医学和磁共振成像(MRI)的研究结果。有证据表明,兴奋剂对多巴胺和去甲肾上腺素神经递质的调节可优化与任务相关的大脑网络的参与,增加感知的显著性,并减少来自默认模式网络的干扰。急性服用兴奋剂可能会减少未经治疗者在完成任务或休息时观察到的大脑前交叉-旁交叉-小脑网络的改变。长期治疗的潜在影响仍存在争议。总体而言,神经影像学有助于人们了解兴奋剂的作用机制。然而,这些研究往往受到样本少、随访时间短或没有随访以及方法异质性的限制。未来的研究应探讨与年龄相关的长期效应、兴奋剂之间的潜在差异以及治疗反应的预测因素。
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引用次数: 0
Neuroimaging of the effects of drug exposure or self-administration in rodents: A systematic review 啮齿动物药物暴露或自我给药效应的神经影像学研究:系统综述。
IF 7.5 1区 医学 Q1 BEHAVIORAL SCIENCES Pub Date : 2024-08-01 DOI: 10.1016/j.neubiorev.2024.105823

A systematic review of functional neuroimaging studies on drug (self-) administration in rodents is lacking. Here, we summarized effects of acute or chronic drug administration of various classes of drugs on brain function and determined consistency with human literature.

We performed a systematic literature search and identified 125 studies on in vivo rodent resting-state functional magnetic resonance imaging (n = 84) or positron emission tomography (n = 41) spanning depressants (n = 27), opioids (n = 23), stimulants (n = 72), and cannabis (n = 3).

Results primarily showed alterations in the striatum, consistent with the human literature. The anterior cingulate cortex and (nonspecific) prefrontal cortex were also frequently implicated. Upregulation was most often found after shorter administration and downregulation after long chronic administration, particularly in the striatum. Importantly, results were consistent across study design, administration models, imaging method, and animal states.

Results provide evidence of altered resting-state brain function in rodents upon drug administration, implicating the brain’s reward network analogous to human studies. However, alterations were more dynamic than previously known, with dynamic adaptation depending on the length of drug administration.

目前还缺乏对啮齿类动物用药(自我)功能神经影像学研究的系统回顾。在此,我们总结了急性或慢性服用各类药物对大脑功能的影响,并确定了与人类文献的一致性。我们进行了系统的文献检索,确定了 125 项关于体内啮齿动物静息态功能磁共振成像(n = 84)或正电子发射断层扫描(n = 41)的研究,涉及抑制剂(n = 27)、阿片类药物(n = 23)、兴奋剂(n = 72)和大麻(n = 3)。结果主要显示纹状体发生了改变,这与人类文献一致。前扣带回皮层和(非特异性)前额叶皮层也经常受到牵连。最常见的情况是在短期用药后出现上调,而在长期用药后出现下调,尤其是在纹状体中。重要的是,在不同的研究设计、给药模型、成像方法和动物状态下,结果都是一致的。研究结果提供了啮齿类动物在服药后静息态大脑功能发生改变的证据,牵涉到大脑的奖赏网络,与人类研究类似。然而,这种改变比之前已知的更为动态,动态适应取决于给药时间的长短。
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引用次数: 0
Mitochondrial dynamics and psychiatric disorders: The missing link 线粒体动力学与精神疾病:缺失的环节
IF 7.5 1区 医学 Q1 BEHAVIORAL SCIENCES Pub Date : 2024-07-30 DOI: 10.1016/j.neubiorev.2024.105837

Elucidating the molecular mechanisms of psychopathology is crucial for optimized diagnosis and treatment. Accumulating data have underlined how mitochondrial bioenergetics affect major psychiatric disorders. However, how mitochondrial dynamics, a term addressing mitochondria quality control, including mitochondrial fission, fusion, biogenesis and mitophagy, is implicated in psychopathologies remains elusive. In this review, we summarize the existing literature on mitochondrial dynamics perturbations in psychiatric disorders/neuropsychiatric phenotypes. We include preclinical/clinical literature on mitochondrial dynamics recalibrations in anxiety, depression, post-traumatic stress disorder (PTSD), bipolar disorder and schizophrenia. We discuss alterations in mitochondrial network, morphology and shape, molecular markers of the mitochondrial dynamics machinery and mitochondrial DNA copy number (mtDNAcn) in animal models and human cohorts in brain and peripheral material. By looking for common altered mitochondrial dynamics patterns across diagnoses/phenotypes, we highlight mitophagy and biogenesis as regulators of anxiety and depression pathophysiology, respectively, as well as the fusion mediator dynamin-like 120 kDa protein (Opa1) as a molecular hub contributing to psychopathology. Finally, we comment on limitations and future directions in this novel neuropsychiatry field.

阐明精神病理学的分子机制对于优化诊断和治疗至关重要。不断积累的数据强调了线粒体生物能如何影响主要的精神疾病。然而,线粒体动力学(涉及线粒体质量控制的术语,包括线粒体裂变、融合、生物生成和有丝分裂)是如何与精神病理学产生关联的,仍然令人难以捉摸。在这篇综述中,我们总结了有关线粒体动力学扰乱精神疾病/神经精神表型的现有文献。其中包括焦虑症、抑郁症、创伤后应激障碍(PTSD)、双相情感障碍和精神分裂症中线粒体动力学重新调整的临床前/临床文献。我们讨论了动物模型和人类群体大脑及外周材料中线粒体网络、形态和形状、线粒体动力学机制分子标记以及线粒体 DNA 拷贝数(mtDNAcn)的改变。通过寻找不同诊断/表型中共同的线粒体动力学改变模式,我们强调有丝分裂吞噬和生物生成分别是焦虑症和抑郁症病理生理学的调控因子,而融合介质动态蛋白样 120 kDa 蛋白(Opa1)则是导致精神病理学的分子枢纽。最后,我们对这一新型神经精神病学领域的局限性和未来发展方向进行了评论。
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引用次数: 0
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