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Development of a novel bacterial production system for recombinant bioactive proteins completely free from endotoxin contamination 开发完全不受内毒素污染的重组生物活性蛋白新型细菌生产系统
Pub Date : 2024-08-07 DOI: 10.1093/pnasnexus/pgae328
Go Kamoshida, Daiki Yamaguchi, Yuki Kaya, Toshiki Yamakado, Kenta Yamashita, Moe Aoyagi, Saaya Nagai, Noriteru Yamada, Yu Kawagishi, Mizuki Sugano, Yoshiaki Sakairi, Mikako Ueno, Norihiko Takemoto, Yuji Morita, Yukihito Ishizaka, Kinnosuke Yahiro
Endotoxins, or lipopolysaccharides (LPS), are potent immunostimulatory molecules of critical concern in bacterial recombinant protein expression systems. The gram-negative bacterium Acinetobacter baumannii exhibits an interesting and unique phenotype characterized by the complete loss of LPS. In this study, we developed a novel system for producing recombinant proteins completely devoid of endotoxin contamination using LPS-deficient A. baumannii. We purified endotoxin-free functional green fluorescent protein, which reduced endotoxin contamination by approximately three orders of magnitude, and also purified the functional cytokine tumor necrosis factor (TNF)-α. Additionally, utilization of the Omp38 signal peptide of A. baumannii enabled the extracellular production of variable domain of heavy chain of heavy chain (VHH) antibodies. With these advantages, mNb6-tri-20aa, a multivalent VHH that specifically binds to the spike protein of severe acute respiratory syndrome coronavirus 2, was purified from the culture supernatant, and endotoxin contamination was reduced by a factor of approximately 2×105 compared to that in conventional expression systems. A virus neutralization assay demonstrated the functionality of the purified antibody in suppressing viral infections. Moreover, we applied our system to produce ozoralizumab, a multispecific VHH that binds to human TNF-α and albumin and is marketed as a rheumatoid arthritis drug. We successfully purified a functional antibody from endotoxin contamination. This system establishes a new, completely endotoxin-free platform for the expression of recombinant proteins, which distinguishes it from other bacterial expression systems, and holds promise for future applications.
内毒素或脂多糖(LPS)是强效的免疫刺激分子,在细菌重组蛋白表达系统中至关重要。革兰氏阴性杆菌鲍曼不动杆菌(Acinetobacter baumannii)表现出一种有趣而独特的表型,其特点是完全丧失 LPS。在这项研究中,我们开发了一种新型系统,利用缺乏 LPS 的鲍曼不动杆菌生产完全没有内毒素污染的重组蛋白。我们纯化了不含内毒素的功能性绿色荧光蛋白,将内毒素污染降低了约三个数量级,还纯化了功能性细胞因子肿瘤坏死因子(TNF)-α。此外,利用鲍曼不动杆菌的 Omp38 信号肽,还能在细胞外生产重链可变域(VHH)抗体。利用这些优势,从培养上清液中纯化出了 mNb6-tri-20aa,这是一种能特异性结合严重急性呼吸综合征冠状病毒 2 的尖峰蛋白的多价 VHH,与传统表达系统相比,内毒素污染减少了约 2×105 倍。病毒中和试验证明,纯化的抗体具有抑制病毒感染的功能。此外,我们还利用我们的系统生产了奥唑来珠单抗(ozoralizumab),这是一种多特异性 VHH,能与人类 TNF-α 和白蛋白结合,已作为类风湿性关节炎药物上市。我们成功地从内毒素污染中纯化出了一种功能性抗体。该系统为重组蛋白的表达建立了一个全新的、完全无内毒素的平台,使其有别于其他细菌表达系统,并为未来的应用带来了希望。
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引用次数: 0
Unveiling the environmental significance of acetylperoxyl radical: reactivity quantification and kinetic modeling 揭示乙酰过氧自由基对环境的意义:反应性量化和动力学建模
Pub Date : 2024-08-07 DOI: 10.1093/pnasnexus/pgae330
Junyue Wang, Thomas Schaefer, Aliaksandra Lisouskaya, Daniele S Firak, Xiaoyue Xin, Lingjun Meng, Hartmut Herrmann, Virender K Sharma, Ching-Hua Huang
Acetylperoxyl radical (CH3C(O)OO●) is among highly reactive organic radicals which are known to play crucial roles in atmospheric chemistry, aqueous chemistry and, most recently, peracetic acid (PAA)-based advanced oxidation processes. However, fundamental knowledge for its reactivity is scarce and severely hampers the understanding of relevant environmental processes. Herein, three independent experimental approaches were exploited for revelation and quantification of the reaction rates of acetylperoxyl radical. First, we developed and verified laser flash photolysis (LFP) of biacetyl, ultraviolet (UV) photolysis of biacetyl, and pulse radiolysis of acetaldehyde, each as a clean source of CH3C(O)OO●. Then, using competition kinetics and selection of suitable probe and competitor compounds, the rate constants between CH3C(O)OO● and compounds of diverse structures were determined. The three experimental approaches complemented in reaction time scale and ease of operation, and provided cross-validation of the rate constants. Moreover, formation of CH3C(O)OO● was verified by spin-trapped electron paramagnetic resonance (EPR), and potential influence of other reactive species in the systems was assessed. Overall, CH3C(O)OO● displays distinctively high reactivity and selectivity, reacting especially favorably with naphthyl and diene compounds (k ∼ 107-108 M-1s-1) but sluggishly with N- and S-containing groups. Significantly, we demonstrated that incorporating acetylperoxyl radical-oxidation reactions significantly improved the accuracy in modeling the degradation of environmental micropollutants by UV/PAA treatment. This study is among the most comprehensive investigation for peroxyl radical reactivity to date, and establishes a robust methodology for investigating organic radical chemistry. The determined rate constants strengthen kinetic databases and improve modeling accuracy for natural and engineered systems.
乙酰过氧自由基(CH3C(O)OO●)是一种高活性有机自由基,在大气化学、水化学以及最近基于过乙酸(PAA)的高级氧化过程中发挥着至关重要的作用。然而,有关其反应性的基础知识非常匮乏,严重阻碍了对相关环境过程的了解。在此,我们采用了三种独立的实验方法来揭示和量化乙酰过氧自由基的反应速率。首先,我们开发并验证了生物乙酰的激光闪烁光解(LFP)、生物乙酰的紫外线(UV)光解和乙醛的脉冲辐射分解,每种方法都是 CH3C(O)OO● 的清洁来源。然后,利用竞争动力学并选择合适的探针和竞争化合物,测定了 CH3C(O)OO● 与不同结构的化合物之间的速率常数。这三种实验方法在反应时间范围和操作简便性方面互为补充,并对速率常数进行了交叉验证。此外,还通过自旋俘获电子顺磁共振(EPR)验证了 CH3C(O)OO● 的形成,并评估了体系中其他反应物的潜在影响。总之,CH3C(O)OO● 显示出明显的高反应性和选择性,与萘基和二烯化合物的反应尤其有利(k ∼ 107-108 M-1s-1),但与含 N 和 S 的基团的反应则较为迟缓。重要的是,我们证明了加入乙酰过氧自由基氧化反应可显著提高紫外线/PAA 处理环境微污染物降解模型的准确性。这项研究是迄今为止对过氧自由基反应性进行的最全面的研究之一,为研究有机自由基化学建立了一种可靠的方法。确定的速率常数加强了动力学数据库,提高了自然和工程系统建模的准确性。
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引用次数: 0
Clinical immunity to malaria involves epigenetic reprogramming of innate immune cells 疟疾临床免疫涉及先天性免疫细胞的表观遗传重编程
Pub Date : 2024-08-07 DOI: 10.1093/pnasnexus/pgae325
Jason Nideffer, Maureen Ty, Michele Donato, Rek John, Richard Kajubi, Xuhuai Ji, Felistas Nankya, Kenneth Musinguzi, Kathleen Dantzler Press, Nora Yang, Kylie Camanag, Bryan Greenhouse, Moses Kamya, Margaret E Feeney, Grant Dorsey, P J Utz, Bali Pulendran, Purvesh Khatri, Prasanna Jagannathan
The regulation of inflammation is a critical aspect of disease tolerance and naturally acquired clinical immunity to malaria. Here, we demonstrate using RNA sequencing and epigenetic landscape profiling by cytometry by Time-Of-Flight (EpiTOF), that the regulation of inflammatory pathways during asymptomatic parasitemia occurs downstream of pathogen sensing—at the epigenetic level. The abundance of certain epigenetic markers (methylation of H3K27 and dimethylation of arginine residues) and decreased prevalence of histone variant H3.3 correlated with suppressed cytokine responses among monocytes of Ugandan children. Such an epigenetic signature was observed across diverse immune cell populations and not only characterized active asymptomatic parasitemia but also correlated with future long-term disease tolerance and clinical immunity when observed in uninfected children. Pseudotime analyses revealed a potential trajectory of epigenetic change that correlated with a child’s age and recent parasite exposure and paralleled the acquisition of clinical immunity. Thus, our data support a model whereby exposure to Plasmodium falciparum induces epigenetic changes that regulate excessive inflammation and contribute to naturally acquired clinical immunity to malaria.
炎症调控是疾病耐受性和自然获得的疟疾临床免疫力的一个重要方面。在这里,我们利用 RNA 测序和通过飞行时间细胞测定法(EpiTOF)进行的表观遗传学图谱分析证明,在无症状寄生虫血症期间,炎症通路的调控发生在病原体感知的下游--表观遗传学水平。乌干达儿童单核细胞中某些表观遗传标记(H3K27甲基化和精氨酸残基二甲基化)的丰富程度和组蛋白变体H3.3流行率的降低与细胞因子反应的抑制有关。在不同的免疫细胞群中都观察到了这种表观遗传学特征,它不仅是活跃的无症状寄生虫血症的特征,而且还与未感染儿童未来的长期疾病耐受性和临床免疫力相关。伪时间分析揭示了表观遗传变化的潜在轨迹,它与儿童的年龄和最近的寄生虫暴露相关,并与临床免疫的获得同步。因此,我们的数据支持这样一个模型,即暴露于恶性疟原虫会诱导表观遗传学变化,从而调节过度炎症并有助于自然获得对疟疾的临床免疫力。
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引用次数: 0
O-Glycosylation of a male seminal fluid protein influences sperm binding and female post-mating behavior 雄性精液蛋白的 O 型糖基化影响精子结合和雌性交配后的行为
Pub Date : 2024-08-07 DOI: 10.1093/pnasnexus/pgae322
Liping Zhang, Kelly G Ten Hagen
Glycoproteins are abundant within the human reproductive system and alterations in glycosylation lead to reproductive disorders, suggesting that glycans play important roles in reproductive function. In this study, we used the Drosophila reproductive system as a model to investigate the biological functions of O-glycosylation. We found that O-glycosylation in the male accessory glands (MAGs), an organ responsible for secreting seminal fluid proteins, plays important roles in female post-mating behavior. Loss of one O-glycosyltransferase, PGANT9, in the male reproductive system resulted in decreased egg production in mated females. We identified one substrate of PGANT9, the lectin-46Ca (CG1656), which is known to affect female post-mating responses. We further show that the loss of lectin-46Ca O-glycosylation affects its ability to associate with sperm tails, resulting in reduced transfer within the female reproductive system. Our results provide the first example that O-glycosylation of a seminal fluid protein affects its ability to associate with sperm in vivo. These studies may shed light on the biological function of O-glycans in mammalian reproduction.
糖蛋白在人类生殖系统中含量丰富,糖基化的改变会导致生殖系统疾病,这表明聚糖在生殖功能中发挥着重要作用。在这项研究中,我们以果蝇生殖系统为模型,研究了O-糖基化的生物学功能。我们发现,雄性附属腺体(MAGs)中的O-糖基化在雌性交配后的行为中起着重要作用,雄性附属腺体是负责分泌精液蛋白的器官。雄性生殖系统中一种O-糖基转移酶PGANT9的缺失会导致交配雌性产卵量减少。我们发现了 PGANT9 的一种底物--凝集素-46Ca(CG1656),已知它能影响雌性交配后的反应。我们进一步发现,凝集素-46Ca O-糖基化的缺失会影响其与精子尾部结合的能力,导致其在雌性生殖系统内的转移能力降低。我们的研究结果首次提供了精液蛋白的O-糖基化影响其在体内与精子结合能力的实例。这些研究可能会揭示 O 型糖在哺乳动物生殖过程中的生物学功能。
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引用次数: 0
Bending-Driven patterning of solid inclusions in lipid membranes: Colloidal assembly and transitions in elastic 2D fluids 脂质膜中固体夹杂物的弯曲驱动图案化:弹性二维流体中的胶体组装与转变
Pub Date : 2024-08-07 DOI: 10.1093/pnasnexus/pgae331
Weiyue Xin, Maria M Santore
Biological or biomimetic membranes are examples within the larger material class of flexible ultrathin lamellae and contoured fluid sheets that require work or energy to impose bending deformations. Bending elasticity also dictates the interactions and assembly of integrated phases or molecular clusters within fluid lamellae, for instance enabling critical cell functions in biomembranes. More broadly, lamella and other thin fluids that integrate dispersed objects, inclusions, and phases behave as contoured 2D colloidal suspensions governed by elastic interactions. To elucidate the breadth of interactions and assembled patterns accessible through elastic interactions, we consider the bending elasticity-driven assembly of 1-10 μm solid plate-shaped Brownian domains (the 2D colloids), integrated into a fluid phospholipid membrane (the 2D fluid). Here the fluid membranes of giant unilamellar vesicles, 20-50 μm in diameter, each contain 4-100 monodisperse plate-domains at an overall solid area fraction of 17±3%. Three types of reversible plate arrangements are found: persistent vesicle-encompassing quasi-hexagonal lattices, persistent closely associated chains or concentrated lattices, and a dynamic disordered state. The interdomain distances evidence combined attractive and repulsive elastic interactions up to 10 μm, far exceeding the ranges of physio-chemical interactions. Bending contributions are controlled through membrane slack (excess area) producing, for a fixed composition, a sharp cooperative multi-body transition in plate arrangement, while domain size and number contribute intricacy.
生物或仿生膜是柔性超薄薄片和轮廓流体片这一大类材料中的一个例子,它们需要做功或能量来施加弯曲变形。弯曲弹性还决定了流体薄片内集成相或分子团的相互作用和组装,例如,在生物膜中实现关键的细胞功能。从更广泛的意义上讲,整合了分散物体、夹杂物和相的薄层流体和其他薄层流体的行为就像受弹性相互作用支配的轮廓二维胶体悬浮液。为了阐明通过弹性相互作用可获得的相互作用和组装模式的广度,我们考虑了 1-10 μm 的固体板状布朗畴(二维胶体)在弯曲弹性驱动下的组装,并将其整合到流体磷脂膜(二维流体)中。在这里,直径为 20-50 μm 的巨型单拉米尔囊泡的流体膜各包含 4-100 个单分散的板状结构域,总固体面积分数为 17±3%。发现了三种类型的可逆板块排列:持续存在的囊泡包围准六边形晶格、持续存在的紧密联系链或集中晶格以及动态无序状态。域间距离证明了高达 10 μm 的吸引力和排斥力弹性相互作用,远远超出了物理化学相互作用的范围。弯曲作用通过膜松弛(多余面积)来控制,在固定的成分下,板块排列中会产生尖锐的合作多体转换,而域的大小和数量则会产生复杂的作用。
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引用次数: 0
Unveiling the molecular mechanisms of the Type-IX secretion system's response regulator: Structural and functional insights 揭示 IX 型分泌系统反应调节器的分子机制:结构和功能见解
Pub Date : 2024-08-01 DOI: 10.1093/pnasnexus/pgae316
Anshu Saran, Hey-Min Kim, Ireland Manning, Mark A Hancock, Claus Schmitz, Mariusz Madej, Jan Potempa, Maria Sola, Jean-François Trempe, Yongtao Zhu, Mary Ellen Davey, Natalie Zeytuni
The Type-IX secretion system (T9SS) is a nanomachinery utilized by bacterial pathogens to facilitate infection. The system is regulated by a signaling cascade serving as its activation switch. A pivotal member in this cascade, the response regulator protein PorX, represents a promising drug target to prevent the secretion of virulence factors. Here, we provide a comprehensive characterization of PorX both in vitro and in vivo. First, our structural studies revealed PorX harbours a unique enzymatic effector domain, which, surprisingly, shares structural similarities with the alkaline phosphatase superfamily, involved in nucleotide and lipid signaling pathways. Importantly, such pathways have not been associated with the T9SS until now. Enzymatic characterization of PorX’s effector domain revealed a zinc-dependent phosphodiesterase activity, with active site dimensions suitable to accommodate a large substrate. Unlike typical response regulators that dimerize via their receiver domain upon phosphorylation, we found that zinc can also induce conformational changes and promote PorX’s dimerization via an unexpected interface. These findings suggest that PorX can serve as a cellular zinc sensor, broadening our understanding of its regulatory mechanisms. Despite the strict conservation of PorX in T9SS-utilizing bacteria, we demonstrate that PorX is essential for virulence factors secretion in Porphyromonas gingivalis and affects metabolic enzymes secretion in the non-pathogenic Flavobacterium johnsoniae, but not for the secretion of gliding adhesins. Overall, this study advances our structural and functional understanding of PorX, highlighting its potential as a druggable target for intervention strategies aimed at disrupting the T9SS and mitigating virulence in pathogenic species.
IX 型分泌系统(T9SS)是细菌病原体用来促进感染的一种纳米机械。该系统由作为其激活开关的信号级联调控。该级联中的一个关键成员--反应调节蛋白 PorX--是防止毒力因子分泌的一个很有前景的药物靶点。在这里,我们提供了 PorX 在体外和体内的全面特征。首先,我们的结构研究发现,PorX 具有一个独特的酶效应结构域,令人惊讶的是,它与参与核苷酸和脂质信号通路的碱性磷酸酶超家族具有结构相似性。重要的是,到目前为止,这些途径还与 T9SS 无关。对 PorX 的效应结构域进行的酶学表征发现,它具有锌依赖性磷酸二酯酶活性,其活性位点尺寸适合容纳大型底物。与典型的反应调节因子在磷酸化后通过其接收结构域实现二聚化不同,我们发现锌还能诱导构象变化,并通过一个意想不到的界面促进 PorX 的二聚化。这些发现表明,PorX 可以作为一种细胞锌传感器,从而拓宽了我们对其调控机制的认识。尽管 PorX 在利用 T9SS 的细菌中保存严格,但我们证明 PorX 对牙龈卟啉单胞菌分泌毒力因子至关重要,并影响非致病性黄杆菌(Flavobacterium johnsoniae)分泌代谢酶,但对分泌滑行粘附素没有影响。总之,这项研究增进了我们对 PorX 结构和功能的了解,突出了其作为药物靶点的潜力,可用于旨在破坏 T9SS 和减轻致病菌毒力的干预策略。
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引用次数: 0
The dynamics of the midgut microbiome in aedes aegypti during digestion reveal putative symbionts 埃及伊蚊中肠微生物群在消化过程中的动态变化揭示了可能的共生体
Pub Date : 2024-08-01 DOI: 10.1093/pnasnexus/pgae317
João Felipe M Salgado, Balakrishnan N V Premkrishnan, Elaine L Oliveira, Vineeth Kodengil Vettath, Feng Guang Goh, Xinjun Hou, Daniela I Drautz-Moses, Yu Cai, Stephan C Schuster, Ana Carolina M Junqueira
Blood feeding is crucial for the reproductive cycle of the mosquito Aedes aegypti, as well as for the transmission of arboviruses to hosts. It is postulated that blood meals may influence the mosquito microbiome but shifts in microbial diversity and function during digestion remain elusive. We used whole-genome shotgun metagenomics to monitor the midgut microbiome in 60 individual females of A. aegypti throughout digestion, after 12, 24, and 48 hours following blood or sugar meals. Additionally, ten individual larvae were sequenced, showing microbiomes dominated by Microbacterium sp. The high metagenomic coverage allowed for microbial assignments at the species taxonomic level, also providing functional profiling. Females in the post-digestive period and larvae displayed low microbiome diversities. A striking proliferation of Enterobacterales was observed during digestion in blood-fed mosquitoes. The compositional shift was concomitant with enrichment in genes associated with carbohydrate and protein metabolism, as well as virulence factors for antimicrobial resistance and scavenging. The bacterium Elizabethkingia anophelis (Flavobacteriales), a known human pathogen, was the dominant species at the end of blood digestion. Phylogenomics suggests that its association with hematophagous mosquitoes occurred several times. We consider evidence of mutually beneficial host-microbe interactions raised from this association, potentially pivotal for the mosquito’s resistance to arbovirus infection. After digestion, the observed shifts in blood-fed females’ midguts shifted to a sugar-fed-like microbial profile. This study provides insights into how the microbiome of A. aegypti is modulated to fulfill digestive roles following blood meals, emphasizing proliferation of potential symbionts in response to the dynamic midgut environment.
血食对埃及伊蚊的繁殖周期以及向宿主传播虫媒病毒至关重要。据推测,血食可能会影响蚊子的微生物组,但消化过程中微生物多样性和功能的变化仍然难以捉摸。我们使用全基因组霰弹枪元基因组学监测了埃及疟蚊 60 只雌蚊在血餐或糖餐后 12、24 和 48 小时整个消化过程中的中肠微生物组。元基因组的高覆盖率允许在物种分类水平上对微生物进行分类,同时还提供了功能分析。处于消化后期的雌虫和幼虫的微生物组多样性较低。在进食血液的蚊子的消化过程中,观察到了肠杆菌的显著增殖。在微生物组成发生变化的同时,与碳水化合物和蛋白质新陈代谢有关的基因以及抗菌和清除的毒力因子也丰富起来。已知的人类病原体 Elizabethkingia anophelis(黄杆菌属)是血液消化末期的优势物种。系统发生组学表明,它与噬血蚊子的结合发生过多次。我们认为,从这种关联中产生的宿主与微生物之间互利互动的证据,可能是蚊子抵抗虫媒病毒感染的关键。在消化后,观察到的血饲雌蚊中肠的变化转变为类似糖饲的微生物特征。这项研究深入揭示了埃及蝇的微生物组是如何在血食后被调节以发挥消化作用的,强调了潜在共生体的增殖以应对动态的中肠环境。
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引用次数: 0
Coupled oscillations orchestrate selective information transmission in visual cortex 耦合振荡协调视觉皮层的选择性信息传输
Pub Date : 2024-08-01 DOI: 10.1093/pnasnexus/pgae288
Mohammad Bagher Khamechian, Mohammad Reza Daliri, Stefan Treue, Moein Esghaei
Performing visually-guided behavior involves flexible routing of sensory information towards associative areas. We hypothesize that in visual cortical areas, this routing is shaped by a gating influence of the local neuronal population on the activity of the same population’s single neurons. We analyzed beta frequencies (representing local population activity), high-gamma frequencies (representative of the activity of local clusters of neurons), and the firing of single neurons in cortical area MT of behaving rhesus monkeys. Our results show an influence of beta activity on single neurons, predictive of behavioral performance. Similarly, the temporal dependence of high-gamma on beta predicts behavioral performance. These demonstrate a unidirectional influence of network-level neural dynamics on single neuron activity, preferentially routing relevant information. This demonstration of a local top-down influence offers a new perspective onto a core feature of cortical information processing: the selective transmission of sensory information to downstream areas based on behavioral relevance.
视觉引导行为涉及将感觉信息灵活地导向联想区域。我们假设,在视觉皮层区域,这种路由是由局部神经元群对同一神经元群中单个神经元活动的门控影响决定的。我们分析了行为恒河猴皮层 MT 区的β频率(代表局部神经元群的活动)、高γ频率(代表局部神经元群的活动)和单个神经元的发射。我们的研究结果表明,β 活动对单个神经元的影响可预测行为表现。同样,高伽马对贝塔的时间依赖性也能预测行为表现。这些都证明了网络级神经动力学对单个神经元活动的单向影响,优先路由相关信息。这种局部的自上而下的影响为我们提供了一个新的视角来看待大脑皮层信息处理的核心特征:根据行为相关性有选择性地向下游区域传递感觉信息。
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引用次数: 0
Spatial scales of COVID-19 transmission in Mexico 墨西哥 COVID-19 传播的空间尺度
Pub Date : 2024-08-01 DOI: 10.1093/pnasnexus/pgae306
Brennan Klein, Harrison Hartle, Munik Shrestha, Ana Cecilia Zenteno, David Barros Sierra Cordera, José R Nicolás-Carlock, Ana I Bento, Benjamin M Althouse, Bernardo Gutierrez, Marina Escalera-Zamudio, Arturo Reyes-Sandoval, Oliver G Pybus, Alessandro Vespignani, José Alberto Díaz Quiñonez, Samuel V Scarpino, Moritz U G Kraemer
During outbreaks of emerging infectious diseases, internationally connected cities often experience large and early outbreaks, while rural regions follow after some delay. This hierarchical structure of disease spread is influenced primarily by the multiscale structure of human mobility. However, during the COVID-19 epidemic, public health responses typically did not take into consideration the explicit spatial structure of human mobility when designing non-pharmaceutical interventions (NPIs). NPIs were applied primarily at national or regional scales. Here we use weekly anonymized and aggregated human mobility data and spatially highly resolved data on COVID-19 cases at the municipality level in Mexico to investigate how behavioural changes in response to the pandemic have altered the spatial scales of transmission and interventions during its first wave (March - June 2020). We find that the epidemic dynamics in Mexico were initially driven by SARS-CoV-2 exports from Mexico State and Mexico City, where early outbreaks occurred. The mobility network shifted after the implementation of interventions in late March 2020, and the mobility network communities became more disjointed while epidemics in these communities became increasingly synchronised. Our results provide dynamic insights into how to use network science and epidemiological modelling to inform the spatial scale at which interventions are most impactful in mitigating the spread of COVID-19 and infectious diseases in general.
在新发传染病爆发期间,国际相连的城市往往会较早爆发大规模传染病,而农村地区则会稍晚爆发。疾病传播的这种分层结构主要受到人类流动的多尺度结构的影响。然而,在 COVID-19 流行期间,公共卫生应对措施在设计非药物干预措施(NPIs)时通常没有考虑到人类流动的明确空间结构。非药物干预措施主要应用于国家或地区范围。在此,我们利用每周匿名汇总的人员流动数据和墨西哥市级 COVID-19 病例的空间高分辨率数据,研究在第一波疫情(2020 年 3 月至 6 月)期间,应对疫情的行为变化如何改变了传播和干预的空间尺度。我们发现,墨西哥的疫情动态最初是由墨西哥州和墨西哥城的 SARS-CoV-2 出口驱动的,而墨西哥州和墨西哥城正是早期疫情爆发地。2020 年 3 月下旬实施干预措施后,流动网络发生了变化,流动网络社区变得更加分散,而这些社区的疫情变得越来越同步。我们的研究结果为如何利用网络科学和流行病学建模提供了动态见解,有助于确定在何种空间范围内采取干预措施对减缓 COVID-19 和一般传染病的传播影响最大。
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引用次数: 0
Phishing vulnerability compounded by older age, APOE4 genotype, and lower cognition 年龄较大、APOE4 基因型和认知能力较低会加剧网络钓鱼的脆弱性
Pub Date : 2024-08-01 DOI: 10.1093/pnasnexus/pgae296
Didem Pehlivanoglu, Alayna Shoenfelt, Ziad Hakim, Amber Heemskerk, Jialong Zhen, Mario Mosqueda, Robert C Wilson, Matthew Huentelman, Matthew D Grilli, Gary Turner, R Nathan Spreng, Natalie C Ebner
With technological advancements, financial exploitation tactics have expanded into the online realm. Older adults may be particularly susceptible to online scams due to age- and Alzheimer’s Disease-related changes in cognition. In this study, 182 adults ranging from 18-90 years underwent cognitive assessment, genotyping for apolipoprotein E e4 (APOE4), and completed the lab-based Short Phishing Email Suspicion Test (S-PEST) as well as the real-life PHishing Internet Task (PHIT). Across both paradigms, older age predicted heightened susceptibility to phishing, with this enhanced susceptibility pronounced among older APOE4 allele carriers with lower working memory. Additionally, performance in both phishing tasks was correlated, in that reduced ability to discriminate between phishing and safe emails in S-PEST predicted greater phishing susceptibility in PHIT. The current study identifies older age, APOE4, and lower cognition as risk factors of phishing vulnerability and introduces S-PEST as an easy-to-administer, ecologically valid tool for assessing phishing susceptibility.
随着技术的进步,金融剥削手段已扩展到网络领域。由于与年龄和阿尔茨海默病相关的认知变化,老年人可能特别容易受到网络诈骗的影响。在这项研究中,182 名年龄在 18-90 岁之间的成年人接受了认知评估、载脂蛋白 E e4(APOE4)基因分型,并完成了基于实验室的 "钓鱼邮件简易怀疑测试"(S-PEST)和现实生活中的 "网络钓鱼任务"(PHIT)。在这两种范式中,年龄越大,对网络钓鱼的易感性就越高,这种易感性在工作记忆较差的年龄较大的 APOE4 等位基因携带者中更为明显。此外,这两项网络钓鱼任务的表现也有关联,在 S-PEST 中,对网络钓鱼邮件和安全邮件的辨别能力下降,而在 PHIT 中,对网络钓鱼邮件的易感性则更高。目前的研究发现,年龄较大、APOE4 和认知能力较低是网络钓鱼易感性的风险因素,并将 S-PEST 作为一种易于操作、生态学上有效的工具用于评估网络钓鱼易感性。
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