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Racism Dissemination Model and Simulation Analysis Considering Crowd Classification with Intervention Strategies 考虑人群分类与干预策略的种族主义传播模型与仿真分析
Pub Date : 2023-02-07 DOI: 10.1155/2023/5124496
D. Mamo, Tarekegn Kassahun Mengstie
The extensive propagation of racism and the endless occurrence of racist speeches on social outlets imperil the harmony and resilience of societies. Consecutively, it is required to work in-depth analysis of the structure process, dynamical interaction, and intervention impact on racism spread and related devastation. As such, the diffusion of racism may flow via a socially contagious approach, in which racist ideologies bear like an infectious disease transmission. In this study, we propose and analyze the S 1 S 2 S 3 H R C I compartmental mathematical model to comprehend how racists disseminate their opinions and influence society with intervention strategies. We proved the well-posedness of the proposed model. Convection, hesitation, and rejection of racist ideology measure the strength of racist militancy. Through rigorous theoretical analysis, racism-free and racism-addicted equilibrium are locally and globally asymptotically stable if the effective threshold value R e < 1 and R e > 1 , respectively. Sensitivity analyses are performed based on the effective threshold value to seek influential control parameters of the model. The result implies high levels of racist combativeness and low likelihood of rejection of awarded individuals have fostered racism dissemination. Nevertheless, effective antiracism education and racist confinement create a social environment beyond racism and reduce the peril of bigotry. Through extensive simulations, we study the racism dissemination process will decline and vanish if the community resilience boots via antiracism education and efficient racist confinement. Furthermore, racist confinement is more effective when compared to antiracism education. We examine the impact of integrating interventions, and the result exhibits that combining intervention strategies is better relevant than a sole intervention.
种族主义的广泛传播和社会渠道上不断出现的种族主义言论危及社会的和谐与复原力。其次,需要深入分析种族主义传播和相关破坏的结构过程、动态相互作用以及干预影响。因此,种族主义的传播可能通过一种社会传染的方式进行,其中种族主义意识形态就像传染病一样传播。在本研究中,我们提出并分析了s1 S 2 S 3 H R C I分区数学模型,以了解种族主义者如何通过干预策略传播其观点并影响社会。我们证明了所提模型的适定性。对种族主义意识形态的认同、犹豫和拒绝是衡量种族主义战斗性强弱的标准。通过严密的理论分析,当有效阈值R = 1时,无种族主义均衡和种族主义成瘾均衡分别是局部渐近稳定的和全局渐近稳定的。基于有效阈值进行灵敏度分析,寻找影响模型的控制参数。结果表明,高水平的种族主义斗争和低可能性拒绝获奖个人促进了种族主义的传播。然而,有效的反种族主义教育和种族主义监禁创造了一种超越种族主义的社会环境,减少了偏见的危险。通过广泛的模拟,我们研究了如果通过反种族主义教育和有效的种族主义限制来引导社区恢复力,种族主义传播过程将会下降和消失。此外,与反种族主义教育相比,种族主义监禁更为有效。我们研究了综合干预措施的影响,结果表明,综合干预策略比单一干预更具相关性。
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引用次数: 0
Prophylactic Efficacy of Riluzole against Anxiety- and Depressive-Like Behaviors in Two Rodent Stress Models. 利鲁唑在两种啮齿动物应激模型中对焦虑和抑郁行为的预防功效
Pub Date : 2023-02-03 eCollection Date: 2023-01-01 DOI: 10.1159/000529534
Yashika Bansal, Corey Fee, Keith A Misquitta, Sierra A Codeluppi, Etienne Sibille, Robert M Berman, Vladimir Coric, Gerard Sanacora, Mounira Banasr

Introduction: Chronic stress-related illnesses such as major depressive disorder and post-traumatic stress disorder share symptomatology, including anxiety, anhedonia, and helplessness. Across disorders, neurotoxic dysregulated glutamate (Glu) signaling may underlie symptom emergence. Current first-line antidepressant drugs, which do not directly target Glu signaling, fail to provide adequate benefit for many patients and are associated with high relapse rates. Riluzole modulates glutamatergic neurotransmission by increasing metabolic cycling and modulating signal transduction. Clinical studies exploring riluzole's efficacy in stress-related disorders have provided varied results. However, the utility of riluzole for treating specific symptom dimensions or as a prophylactic treatment has not been comprehensively assessed.

Methods: We investigated whether chronic prophylactic riluzole (∼12-15 mg/kg/day p.o.) could prevent the emergence of behavioral deficits induced by unpredictable chronic mild stress (UCMS) in mice. We assessed (i) anxiety-like behavior using the elevated-plus maze, open-field test, and novelty-suppressed feeding, (ii) mixed anxiety/anhedonia-like behavior in the novelty-induced hypophagia test, and (iii) anhedonia-like behavior using the sucrose consumption test. Z-scoring summarized changes across tests measuring similar dimensions. In a separate learned helplessness (LH) cohort, we investigated whether chronic prophylactic riluzole treatment could block the development of helplessness-like behavior.

Results: UCMS induced an elevation in anhedonia-like behavior and overall behavioral emotionality that was blocked by prophylactic riluzole. In the LH cohort, prophylactic riluzole blocked the development of helplessness-like behavior.

Discussion/conclusion: This study supports the utility of riluzole as a prophylactic medication for preventing anhedonia and helplessness symptoms associated with stress-related disorders.

导言:重度抑郁症和创伤后应激障碍等慢性应激相关疾病具有共同的症状,包括焦虑、失乐症和无助感。在各种疾病中,神经毒性谷氨酸(Glu)信号传导失调可能是症状出现的原因。目前的一线抗抑郁药物并不直接针对谷氨酸信号转导,许多患者无法从中充分获益,而且复发率很高。利鲁唑通过增加代谢循环和调节信号转导来调节谷氨酸能神经递质。有关利鲁唑对应激相关障碍疗效的临床研究结果各不相同。然而,利鲁唑治疗特定症状或作为预防性治疗的效用尚未得到全面评估:方法:我们研究了慢性预防性利鲁唑(12-15 毫克/千克/天,口服)能否预防小鼠在不可预测的慢性轻度应激(UCMS)诱导下出现行为障碍。我们评估了(i)通过高架-加迷宫、开阔地试验和新奇事物抑制喂食产生的焦虑样行为,(ii)在新奇事物诱导的食欲减退试验中产生的混合焦虑/失神样行为,以及(iii)通过蔗糖消耗试验产生的失神样行为。Z 评分总结了测量相似维度的测试中的变化。在一个单独的习得性无助(LH)队列中,我们研究了慢性预防性利鲁唑治疗是否能阻止无助样行为的发展:结果:UCMS会诱发类似无助行为和整体行为情绪性的上升,而预防性利鲁唑可以阻止这种上升。在LH队列中,预防性利鲁唑可阻止无助样行为的发展:本研究支持利鲁唑作为一种预防性药物,用于预防与应激相关疾病有关的失神和无助症状。
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引用次数: 0
Cross-Species Convergence of Brain Transcriptomic and Epigenomic Findings in Posttraumatic Stress Disorder: A Systematic Review. 创伤后应激障碍中大脑转录组和表观基因组发现的跨物种趋同:系统回顾
Pub Date : 2023-02-03 eCollection Date: 2023-01-01 DOI: 10.1159/000529536
Diana Leandra Núñez-Rios, José Jaime Martínez-Magaña, Sheila Tiemi Nagamatsu, John H Krystal, Karen G Martínez-González, Paola Giusti-Rodríguez, Janitza L Montalvo-Ortiz

Introduction: Posttraumatic stress disorder (PTSD) is a complex multifactorial disorder influenced by the interaction of genetic and environmental factors. Analyses of epigenomic and transcriptomic modifications may help to dissect the biological factors underlying the gene-environment interplay in PTSD. To date, most human PTSD epigenetics studies have used peripheral tissue, and these findings have complex and poorly understood relationships to brain alterations. Studies examining brain tissue may help characterize the brain-specific transcriptomic and epigenomic profiles of PTSD. In this review, we compiled and integrated brain-specific molecular findings of PTSD from humans and animals.

Methods: A systematic literature search according to the PRISMA criteria was performed to identify transcriptomic and epigenomic studies of PTSD, focusing on brain tissue from human postmortem samples or animal-stress paradigms.

Results: Gene- and pathway-level convergence analyses revealed PTSD-dysregulated genes and biological pathways across brain regions and species. A total of 243 genes converged across species, with 17 of them significantly enriched for PTSD. Chemical synaptic transmission and signaling by G-protein-coupled receptors were consistently enriched across omics and species.

Discussion: Our findings point out dysregulated genes highly replicated across PTSD studies in humans and animal models and suggest a potential role for the corticotropin-releasing hormone/orexin pathway in PTSD's pathophysiology. Further, we highlight current knowledge gaps and limitations and recommend future directions to address them.

简介创伤后应激障碍(PTSD)是一种复杂的多因素疾病,受遗传和环境因素相互作用的影响。对表观基因组和转录组修饰的分析可能有助于剖析创伤后应激障碍中基因与环境相互作用的生物因素。迄今为止,大多数人类创伤后应激障碍表观遗传学研究都使用了外周组织,而这些研究结果与大脑改变之间的关系既复杂又鲜为人知。对脑组织的研究可能有助于描述创伤后应激障碍的脑特异性转录组和表观基因组特征。在这篇综述中,我们汇编并整合了来自人类和动物的创伤后应激障碍脑特异性分子研究结果:根据PRISMA标准进行了系统的文献检索,以确定有关创伤后应激障碍的转录组和表观基因组研究,重点是来自人类死后样本或动物应激范例的脑组织:基因和通路层面的趋同分析揭示了跨脑区和物种的创伤后应激障碍失调基因和生物通路。在不同物种中,共有243个基因趋同,其中17个基因与创伤后应激障碍密切相关。化学突触传递和G蛋白偶联受体的信号传导在不同组学和物种中持续富集:我们的研究结果指出了在人类和动物模型的创伤后应激障碍研究中高度重复的失调基因,并表明促肾上腺皮质激素释放激素/肾上腺素通路在创伤后应激障碍病理生理学中的潜在作用。此外,我们还强调了当前的知识差距和局限性,并提出了解决这些问题的未来方向。
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引用次数: 0
An Extended Model for the UAVs-Assisted Multiperiodic Crowd Tracking Problem 无人机辅助多周期人群跟踪问题的扩展模型
Pub Date : 2023-02-01 DOI: 10.1155/2023/3001812
S. Htiouech, Khalil Chebil, Mahdi Khemakhem, Fidaa Abed, Monaji H. Alkiani
The multiperiodic crowd tracking (MPCT) problem is an extension of the periodic crowd tracking (PCT) problem, recently addressed in the literature and solved using an iterative solver called PCTs solver. For a given crowded event, the MPCT consists of follow-up crowds, using unmanned aerial vehicles (UAVs) during different periods in a life-cycle of an open crowded area (OCA). Our main motivation is to remedy an important limitation of the PCTs solver called “PCTs solver myopia” which is, in certain cases, unable to manage the fleet of UAVs to cover all the periods of a given OCA life-cycle during a crowded event. The behavior of crowds can be predicted using machine learning techniques. Based on this assumption, we proposed a new mixed integer linear programming (MILP) model, called MILP-MPCT, to solve the MPCT. The MILP-MPCT was designed using linear programming technique to build two objective functions that minimize the total time and energy consumed by UAVs under a set of constraints related to the MPCT problem. In order to validate the MILP-MPCT, we simulated it using IBM-ILOG-CPLEX optimization framework. Thanks to the “clairvoyance” of the proposed MILP-MPCT model, experimental investigations show that the MILP-MPCT model provides strategic moves of UAVs between charging stations (CSs) and crowds to provide better solutions than those reported in the literature.
多周期人群跟踪(MPCT)问题是周期人群跟踪(PCT)问题的扩展,最近在文献中得到了解决,并使用称为PCT求解器的迭代求解器进行求解。对于给定的拥挤事件,MPCT由在开放拥挤区域(OCA)生命周期的不同时期使用无人机(uav)跟踪人群组成。我们的主要动机是纠正pct求解器的一个重要限制,即“pct求解器近视”,在某些情况下,无法管理无人机舰队,以覆盖拥挤事件中给定OCA生命周期的所有时期。使用机器学习技术可以预测人群的行为。基于这一假设,我们提出了一种新的混合整数线性规划(MILP)模型,称为MILP-MPCT。在一组约束条件下,利用线性规划技术构建了两个目标函数,使无人机的总时间和总能量消耗最小。为了验证MILP-MPCT,我们使用IBM-ILOG-CPLEX优化框架对其进行了仿真。由于所提出的MILP-MPCT模型的“洞察力”,实验研究表明,MILP-MPCT模型提供了无人机在充电站(CSs)和人群之间的战略移动,提供了比文献报道的更好的解决方案。
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引用次数: 0
Epidemic Dynamics in Temporal Clustered Networks with Local-World Structure 具有局部-世界结构的时间聚类网络中的流行动力学
Pub Date : 2023-01-30 DOI: 10.1155/2023/4591403
Wenjun Jing, Ju-ping Zhang, Xiaoqin Zhang
Population demography can change the network structure, which further plays an important role in the spreading of infectious disease. In this paper, we study the epidemic dynamics in temporal clustered networks where the local-world structure and clustering are incorporated into the attachment mechanism of new nodes. It is found that increasing the local-world size of new nodes has little influence on the clustering coefficient but increases the degree heterogeneity of networks. Besides, when the network evolves faster, increasing the local-world size of new nodes leads to a faster initial growth rate and a larger steady density of infectious nodes, while it has small impacts on the steady density of infectious disease when the network evolves slowly. Furthermore, if the average degree is fixed, increasing the probability of triad formation p enlarges the clustering coefficient of a network, which reduces the initial growth rate and steady density of infectious nodes in the network. This work could provide a theoretical foundation for the control of infectious disease.
人口统计可以改变网络结构,进而在传染病传播中发挥重要作用。本文研究了将局部世界结构和聚类纳入新节点附着机制的时间聚类网络的流行动力学。研究发现,增加新节点的局域世界大小对网络的聚类系数影响不大,但会增加网络的异质性程度。此外,当网络进化速度较快时,增加新节点的局域世界规模会导致初始增长率更快,传染病节点的稳定密度更大,而当网络进化速度较慢时,对传染病的稳定密度影响较小。此外,当平均度固定时,增加三联体形成的概率p会增大网络的聚类系数,从而降低网络中感染节点的初始增长率和稳定密度。本研究可为传染病的控制提供理论依据。
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引用次数: 1
Acknowledgement to Reviewers 审稿人致谢
Pub Date : 2023-01-20 DOI: 10.1159/000527923

Complex Psychiatry 2022;8:100
复杂精神病学2022;8:100
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引用次数: 0
Contents Vol. 8, 2022 目录2022年第8卷
Pub Date : 2023-01-20 DOI: 10.1159/000527924
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引用次数: 0
Front & Back Matter 正面和背面
Pub Date : 2023-01-20 DOI: 10.1159/000529262
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引用次数: 0
Polygenic Contributions to Suicidal Thoughts and Behaviors in a Sample Ascertained for Alcohol Use Disorders. 多基因对酒精使用障碍样本中自杀想法和行为的影响。
Pub Date : 2023-01-18 eCollection Date: 2023-01-01 DOI: 10.1159/000529164
Sarah M C Colbert, Niamh Mullins, Grace Chan, Jacquelyn L Meyers, Jessica Schulman, Samuel Kuperman, Dongbing Lai, John Nurnberger, Martin H Plawecki, Chella Kamarajan, Andrey P Anokhin, Kathleen K Bucholz, Victor Hesselbrock, Howard J Edenberg, John Kramer, Danielle M Dick, Bernice Porjesz, Arpana Agrawal, Emma C Johnson

Introduction: Suicidal thoughts and behaviors have partially distinct genetic etiologies.

Methods: We used PRS-CS to create polygenic risk scores (PRSs) from GWAS of non-suicidal self-injury, broad-sense self-harm ideation, nonfatal suicide attempt, death by suicide, and depression. Using mixed-effect models, we estimated whether these PRSs were associated with a range of suicidal thoughts and behaviors in the Collaborative Study on the Genetics of Alcoholism (N = 7,526).

Results: All PRSs were significantly associated with suicidal ideation and suicide attempt (betas = 0.08-0.44, false discovery rate [FDR] <0.023). All PRSs except non-suicidal self-injury PRS were associated with active suicidal ideation (betas = 0.14-0.22, FDR <0.003). Several associations remained significant in models where all significant PRSs were included as simultaneous predictors, and when all PRSs predicted suicide attempt, the PRS together explained 6.2% of the variance in suicide attempt. Significant associations were also observed between some PRSs and persistent suicidal ideation, non-suicidal self-injury, compounded suicide attempt, and desire to die.

Conclusion: Our findings suggest that PRS for depression does not explain the entirety of the variance in suicidal thoughts and behaviors, with PRS specifically for suicidal thoughts and behaviors making additional and sometimes unique contributions.

前言:自杀的想法和行为具有部分不同的遗传病因。方法:采用PRS-CS方法,从非自杀性自伤、广义自伤意念、非致命性自杀企图、自杀死亡和抑郁的GWAS中建立多基因风险评分(prs)。使用混合效应模型,我们在酒精中毒遗传学合作研究(N = 7,526)中估计了这些PRSs是否与一系列自杀念头和行为有关。结论:抑郁症的PRS不能解释自杀想法和自杀行为的全部差异,特别是自杀想法和行为的PRS有额外的、有时是独特的贡献。
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引用次数: 0
An Auction-Based Bid Prediction Mechanism for Fog-Cloud Offloading Using Q-Learning 基于q -学习的基于拍卖的雾云卸载竞价预测机制
Pub Date : 2023-01-17 DOI: 10.1155/2023/5222504
R. Besharati, Mohammad Hossein Rezvani, Mohammad Mehdi Gilanian Sadeghi
In the fog computing paradigm, if the computing resources of an end device are insufficient, the user’s tasks can be offloaded to nearby devices or the central cloud. In addition, due to the limited energy of mobile devices, optimal offloading is crucial. The method presented in this paper is based on the auction theory, which has been used in recent studies to optimize computation offloading. We propose a bid prediction mechanism using Q-learning. Nodes participating in the auction announce a bid value to the auctioneer entity, and the node with the highest bid value is the auction winner. Then, only the winning node has the right to offload the tasks on its upstream (parent) node. The main idea behind Q-learning is that it is stateless and only considers the current state to perform an action. The evaluation results show that the bid values predicted by the Q-learning method are near-optimal. On average, the proposed method consumes less energy than traditional and state-of-the-art techniques. Also, it reduces the execution time of tasks and leads to less consumption of network resources.
在雾计算范式中,如果终端设备的计算资源不足,用户的任务可以卸载到附近的设备或中心云。此外,由于移动设备的能量有限,最佳卸载是至关重要的。本文提出的方法基于拍卖理论,该理论在最近的研究中已被用于优化计算卸载。我们提出了一种基于q学习的竞价预测机制。参与拍卖的节点向拍卖实体公布一个出价,出价最高的节点即为拍卖赢家。然后,只有获胜的节点才有权卸载其上游(父)节点上的任务。Q-learning背后的主要思想是它是无状态的,只考虑当前状态来执行操作。评价结果表明,用q -学习方法预测的投标值接近最优。平均而言,所提出的方法比传统和最先进的技术消耗更少的能源。此外,它还减少了任务的执行时间,减少了网络资源的消耗。
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引用次数: 3
期刊
Complex psychiatry
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