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Fundamental in vitro 3D human skin equivalent tool development for assessing biological safety and biocompatibility – towards alternative for animal experiments 用于评估生物安全性和生物相容性的基本体外3D人体皮肤等效工具开发-面向动物实验的替代方案
Pub Date : 2021-01-01 DOI: 10.1051/FOPEN/2021001
Ayesha Idrees, I. Schmitz, A. Zoso, Dierk Gruhn, S. Pacharra, Siegfried Shah, G. Ciardelli, R. Viebahn, V. Chiono, J. Salber
Nowadays, human skin constructs (HSCs) are required for biomaterials, pharmaceuticals and cosmetics in vitro testing and for the development of complex skin wound therapeutics. In vitro three-dimensional (3D) dermal-epidermal based interfollicular, full-thickness, human skin equivalent (HSE) was here developed, recapitulating skin morphogenesis, epidermal differentiation, ultra-structure, tissue architecture, and barrier function properties of human skin. Different 3D cell culture conditions were tested to optimize HSE maturation, using various commercially available serum/animal component-free and/or fully defined media, and air-liquid interface (ALI) culture. Optimized culture conditions allowed the production of HSE by culturing normal human dermal fibroblasts (NHDFs) for 5–7 days in CELLnTEC-Prime Fibroblast (CnT-PR-F) medium and then culturing normal human epidermal keratinocytes (NHEKs) for 3 days in CELLnTEC-Prime Epithelial culture (CnT-PR) medium on them. Co-culture was then submerged overnight in CELLnTEC-Prime-3D barrier (CnT-PR-3D) medium to stimulate cell-cell contact formation and finally placed at ALI for 15–20 days using CnT-PR-3D medium. Histological analysis revealed uniform distribution of NHDFs in the dermal layer and their typical elongated morphology with filopodia. Epidermal compartment showed a multi-layered structure, consisting of stratum basale, spinosum, granulosum, and corneum. NHDFs and keratinocytes of basal layer were positive for the proliferation marker Kiel 67 (Ki-67) demonstrating their active state of proliferation. The presence of typical epidermal tissue proteins (keratins, laminins, filaggrin, loricin, involucrin, and β-tubulin) at their correct anatomical position was verified by immunohistochemistry (IHC). Moreover, transmission electron microscopy (TEM) analyses revealed basement membrane with lamina lucida, lamina densa, hemidesmosomes and anchoring fibers. The epidermal layers showed abundant intracellular keratin filaments, desmosomes, and tight junction between keratinocytes. Scanning electron microscopy (SEM) analyses showed the interwoven network of collagen fibers with embedded NHDFs and adjacent stratified epidermis up to the stratum corneum similar to native human skin. HSE physiological static contact angle confirmed the barrier function. The developed HSE represents a fundamental in vitro tool to assess biocompatibility of biomaterials, pharmacotoxicity, safety and effectiveness of cosmetics, as well as to investigate skin biology, skin disease pathogenesis, wound healing, and skin infection.
目前,人体皮肤构建体(hsc)被用于生物材料、药物和化妆品的体外测试以及复杂皮肤伤口治疗的开发。体外三维(3D)真皮-表皮为基础的毛囊间,全层,人体皮肤当量(HSE),概括了皮肤的形态发生,表皮分化,超结构,组织结构和屏障功能特性。测试了不同的3D细胞培养条件,以优化HSE成熟,使用各种市售的无血清/动物成分和/或完全定义的培养基,以及气液界面(ALI)培养。优化的培养条件允许正常人真皮成纤维细胞(nffs)在CELLnTEC-Prime Fibroblast (CnT-PR- f)培养基中培养5-7天,然后在CELLnTEC-Prime Epithelial culture (CnT-PR)培养基中培养正常人表皮角质形成细胞(NHEKs) 3天,从而产生HSE。然后将共培养物浸泡在CELLnTEC-Prime-3D屏障(CnT-PR-3D)培养基中过夜,以刺激细胞-细胞接触的形成,最后使用CnT-PR-3D培养基放置在ALI中15-20天。组织学分析显示,NHDFs在真皮层分布均匀,呈典型的细长形态,有丝状足。表皮室呈多层结构,由基底层、棘层、颗粒层和角质层组成。NHDFs和基底层角质形成细胞增殖标志物Kiel 67 (Ki-67)阳性,表明其增殖处于活跃状态。典型的表皮组织蛋白(角蛋白、层粘连蛋白、聚丝蛋白、loricin、involucrin和β-微管蛋白)在其正确的解剖位置上的存在被免疫组织化学(IHC)证实。透射电子显微镜(TEM)分析显示基底膜有透明层、致密层、半半粒和锚定纤维。表皮层显示丰富的细胞内角蛋白丝、桥粒和角蛋白细胞之间的紧密连接。扫描电镜(SEM)分析显示,胶原纤维的交织网络与嵌入的NHDFs和相邻的分层表皮直至角质层类似于天然人皮肤。HSE生理静态接触角确认了屏障功能。开发的HSE是评估生物材料生物相容性、药物毒性、化妆品安全性和有效性以及研究皮肤生物学、皮肤病发病机制、伤口愈合和皮肤感染的基本体外工具。
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引用次数: 4
Safety and Efficacy of amplitude-modulated radiofrequency electromagnetic fields in advanced hepatocellular carcinoma 调幅射频电磁场治疗晚期肝细胞癌的安全性和有效性
Pub Date : 2021-01-01 DOI: 10.1051/fopen/2021003
Arthur W. Blackstock, A. Benson, M. Kudo, Hugo Jimenez, Preeya F. Achari, Callum McGrath, Volker Kirchner, L. Wagner, N. O’Connell, Kathy Walker, Valerie K. Pasche, R. D’Agostino, A. Barbault, B. Pasche
Importance: Hepatocellular carcinoma (HCC) is the third leading cause of cancer death worldwide. Despite the recent approval of several new agents, long-term disease control remains elusive for most patients. Administration of 27.12 MHz radiofrequency (RF) electromagnetic fields (EMF) by means of a spoon-shaped antenna (TheraBionic P1 device) placed on the anterior part of the tongue results in systemic delivery of low and safe levels of RF EMF from head to toe. Objective: To report treatment outcomes and adverse events associated with treatment with the TheraBionic P1 device in comparison to suitable historical placebo and actively treated controls. Design: Pooled case series with comparison to historical controls. Participants: Patients with advanced HCC receiving this treatment, 18 real-world patients and 41 patients from a previously reported phase II study. Historical controls from previously conducted clinical trials. Interventions: Three hours daily treatment with the TheraBionic P1 device compared with standard of care as received by historical controls in the previously conducted trials. Main outcomes and measures: Overall survival (OS), time to progression, response rate, and adverse events in the combined pooled patients and in appropriate subgroups comparable to the historical control groups. Results: In the pooled treatment group, median OS of patients with Child-Pugh A disease (n = 32) was 10.36 (95% CI 5.42–14.07) months, 4.44 (95% CI 1.64–7.13) months for patients with Child-Pugh B disease (n = 25), and 1.99 (95% CI 0.76–3.22) months for patients with Child-Pugh C disease (n = 2). Median OS for Child-Pugh A patients was 2.62 (33.9%) months longer than the 7.74 months OS of comparable historical controls (p = 0.036). The 4.73 (95% CI 1.18–8.28) months median OS for Child-Pugh B patients receiving TheraBionic P1 device as first line therapy is slightly higher than the 4.6 months median OS of historical controls receiving Sorafenib as first line therapy. Only grade 1 mucositis and fatigue were reported by patients using the device, even among Child-Pugh B and C patients. No patients discontinued treatment because of adverse events. Conclusions and Relevance: Treatment of advanced HCC with the TheraBionic P1 device is well tolerated, even in patients with severely impaired liver function, and results in improved overall survival compared to historical controls without any significant adverse events, even after many years of continuous treatment. This treatment modality appears to be well suited for patients who have failed or are intolerant to currently approved therapies.
重要性:肝细胞癌(HCC)是全球癌症死亡的第三大原因。尽管最近批准了几种新药,但对大多数患者来说,长期的疾病控制仍然是难以捉摸的。通过放置在舌头前部的勺形天线(TheraBionic P1装置)施加27.12 MHz射频电磁场(EMF),可以从头到脚全身输送低水平和安全水平的RF EMF。目的:报告与合适的历史安慰剂和积极治疗对照相比,使用TheraBionic P1装置治疗的治疗结果和不良事件。设计:合并病例系列,与历史对照进行比较。参与者:接受这种治疗的晚期HCC患者,18名真实患者和41名来自先前报道的II期研究的患者。既往临床试验的历史对照。干预措施:与之前进行的试验中历史对照组接受的标准护理相比,每天使用TheraBionic P1设备治疗3小时。主要结局和指标:与历史对照组相比,合并合并患者和适当亚组的总生存期(OS)、进展时间、缓解率和不良事件。结果:在合并治疗组中,Child-Pugh A病患者(n = 32)的中位生存期为10.36 (95% CI 5.42-14.07)个月,Child-Pugh B病患者(n = 25)的中位生存期为4.44 (95% CI 1.64-7.13)个月,Child-Pugh C病患者(n = 2)的中位生存期为1.99 (95% CI 0.76-3.22)个月。Child-Pugh A患者的中位生存期比可比历史对照组的7.74个月长2.62(33.9%)个月(p = 0.036)。接受TheraBionic P1装置作为一线治疗的Child-Pugh B患者的中位生存期为4.73个月(95% CI 1.18-8.28),略高于接受索拉非尼作为一线治疗的历史对照组的中位生存期4.6个月。只有1级粘膜炎和疲劳的患者报告使用该装置,即使在Child-Pugh B和C患者。没有患者因为不良事件而停止治疗。结论和意义:即使在肝功能严重受损的患者中,使用TheraBionic P1装置治疗晚期HCC耐受性良好,并且与历史对照组相比,即使在连续治疗多年后,也没有任何明显的不良事件。这种治疗方式似乎非常适合目前批准的治疗失败或不耐受的患者。
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引用次数: 2
The origin of the elements and other implications of gravitational wave detection for nuclear physics 元素的起源和引力波探测对核物理的其他影响
Pub Date : 2020-11-16 DOI: 10.1051/fopen/2020014
D. Lunney
The neutron-star collision revealed by the event GW170817 gave us a first glimpse of a possible birthplace of most of our heavy elements. The multi-messenger nature of this historical event combined gravitational waves, a gamma-ray burst and optical astronomy of a “kilonova”, bringing the first observations of rapid neutron capture (r process) nucleosynthesis after 60 years of speculation. Modeling the r process requires a prodigious amount of nuclear-physics ingredients: practically all the quantum state and interaction properties of virtually all neutron-rich nuclides, many of which may never be produced in the laboratory! Another essential contribution of nuclear physics to neutron stars (and their eventual coalescence) is the equation of state (EoS) that defines their structure and composition. The EoS, combined with the knowledge of nuclear binding energies, determines the elemental profile of the outer crust of a neutron star and the relationship between its radius and mass. In addition, the EoS determines the form of the gravitational wave signal. This article combines a tutorial presentation and bibliography with recent results that link nuclear mass spectrometry to gravitational waves via neutron stars.
GW170817事件揭示的中子星碰撞让我们第一次看到了大多数重元素的可能诞生地。这一历史事件的多重信使性质结合了引力波、伽马射线爆发和光学天文学的“千新星”,在60年的猜测之后,首次观测到快中子捕获(r过程)核合成。对r过程进行建模需要大量的核物理成分:几乎所有富中子核素的所有量子态和相互作用特性,其中许多可能永远无法在实验室中产生!核物理学对中子星(及其最终合并)的另一个重要贡献是状态方程(EoS),它定义了中子星的结构和组成。结合核结合能的知识,EoS确定了中子星外层地壳的元素分布及其半径和质量之间的关系。此外,EoS还决定了引力波信号的形式。本文结合了教程演示和参考书目,以及将核质谱法与中子星引力波联系起来的最新结果。
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引用次数: 1
The general case of cutting of Generalized Möbius-Listing surfaces and bodies 广义Möbius-Listing曲面和物体切割的一般情况
Pub Date : 2020-01-01 DOI: 10.1051/fopen/2020007
J. Gielis, I. Tavkhelidze
The original motivation to study Generalized Möbius-Listing GML surfaces and bodies was the observation that the solution of boundary value problems greatly depends on the domains. Since around 2010 GML’s were merged with (continuous) Gielis Transformations, which provide a unifying description of geometrical shapes, as a generalization of the Pythagorean Theorem. The resulting geometrical objects can be used for modeling a wide range of natural shapes and phenomena. The cutting of GML bodies and surfaces, with the Möbius strip as one special case, is related to the field of knots and links, and classifications were obtained for GML with cross sectional symmetry of 2, 3, 4, 5 and 6. The general case of cutting GML bodies and surfaces, in particular the number of ways of cutting, could be solved by reducing the 3D problem to planar geometry. This also unveiled a range of connections with topology, combinatorics, elasticity theory and theoretical physics.
研究广义Möbius-Listing GML曲面和体的最初动机是观察到边值问题的解在很大程度上依赖于域。自2010年左右,GML与(连续的)Gielis变换合并,后者作为毕达哥拉斯定理的推广,提供了对几何形状的统一描述。由此产生的几何对象可用于建模范围广泛的自然形状和现象。以Möbius条为特例的GML体和表面的切割涉及到结点和链接领域,并对截面对称为2、3、4、5和6的GML进行了分类。一般情况下,切割GML体和表面,特别是切割方式的数量,可以通过将三维问题简化为平面几何来解决。这也揭示了拓扑学、组合学、弹性理论和理论物理学之间的一系列联系。
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引用次数: 1
A survey on pseudo-Chebyshev functions 伪切比雪夫函数的综述
Pub Date : 2020-01-01 DOI: 10.1051/fopen/2020001
P. Ricci
In recent articles, by using as a starting point the Grandi (Rhodonea) curves, sets of irrational functions, extending to the fractional degree the 1st, 2nd, 3rd and 4th kind Chebyshev polynomials have been introduced. Therefore, the resulting mathematical objects are called pseudo-Chebyshev functions. In this survey, the results obtained in the above articles are presented in a compact way, in order to make the topic accessible to a wider audience. Applications in the fields of weighted best approximation, roots of 2 × 2 non-singular matrices and Fourier series are derived.
在最近的文章中,以Grandi (Rhodonea)曲线为出发点,引入了一、二、三、四类切比雪夫多项式,并将无理性函数集扩展到分数阶。因此,得到的数学对象被称为伪切比雪夫函数。在本调查中,上述文章中获得的结果以紧凑的方式呈现,以便使更广泛的受众可以访问该主题。给出了该方法在加权最佳逼近、2 × 2非奇异矩阵的根和傅立叶级数等领域的应用。
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引用次数: 7
COVID-19: Monitoring the propagation of the first waves of the pandemic COVID-19:监测大流行第一波的传播
Pub Date : 2020-01-01 DOI: 10.1051/fopen/2020005
W. Knafo
Introduction: A phenomenological approach is proposed to monitor the propagation of the first waves of the COVID-19 pandemic.Method: A large set of data collected during the first months of 2020 is compiled into a series of semi-logarithmic plots, for a selection of 32 countries from the five continents.Results: Three regimes are identified in the propagation of an epidemic wave: a pre-epidemic regime 1, an exponential-growth regime 2, and a resorption regime 3. A two-parameters scaling of the first-wave death variation reported in China is used to fit the first-wave data reported in other countries. Comparison is made between the propagation of the pandemic in different countries, which are classified into four groups, from Group A where the pandemic first waves were contained efficiently, to Group D where the pandemic first waves widely spread. All Asian countries considered here, where fast and efficient measures have been applied, are in Group A. Group D is composed of Western-European countries and the United States of America (USA), where late decisions and confused political communication (pandemic seriousness, protection masks, herd immunity, etc.) led to a large number of deaths.Discussion:The threat of resurging epidemic waves following a lift of lockdown measures is discussed. The results obtained in Asian countries from group A, as Hong Kong and South Korea, are highlighted, and the measures taken there are presented as examples that other countries may follow.
提出了一种现象学方法来监测COVID-19大流行第一波的传播。方法:将2020年前几个月收集的大量数据汇编成一系列半对数图,其中选择了来自五大洲的32个国家。结果:确定了流行病波传播的三种状态:流行病前状态1、指数增长状态2和再吸收状态3。中国报告的第一波死亡变化的双参数缩放用于拟合其他国家报告的第一波数据。比较了大流行在不同国家的传播情况,这些国家被分为四组,从大流行第一波得到有效控制的A组到大流行第一波广泛传播的D组。这里考虑的所有采取了快速和有效措施的亚洲国家都属于a组。D组由西欧国家和美利坚合众国组成,这些国家的决策太晚和混乱的政治沟通(流行病的严重性、防护口罩、群体免疫等)导致大量死亡。讨论:讨论解除封锁措施后疫情再次抬头的威胁。重点介绍了A组亚洲国家(如香港和韩国)取得的结果,并提出了在这些国家采取的措施,作为其他国家可以效仿的例子。
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引用次数: 5
A copula-based quantifying of the relationship between race inequality among neighbourhoods in São Paulo and age at death 基于copula的<s:1>圣保罗社区种族不平等与死亡年龄之间关系的量化研究
Pub Date : 2020-01-01 DOI: 10.1051/fopen/2020012
V. González-López, Rafael Rodrigues de Moraes
In this paper, we combine two statistical tools with the objective of creating models that represent the dependence between (i) the proportion of the black/brown population in relation to the total population of a neighborhood (pct) and (ii) the average age at which people died in the neighborhood (age). We explore the dependence between pct and age in São Paulo city, Brazil, during 2018. The statistical tools are models of copulas and informative and non-informative settings according to the Bayesian perspective. The different scenarios and models allow us to delineate the dependence between pct and age, and, through the Bayesian Information Criterion we can indicate which of these models best represents the data. The approach implemented here allows us to define estimates of variations in life expectancy conditioned by percentage intervals of pct. With them, we can conclude that on average all the scenarios point to a decrease in life expectancy by increasing the proportion of pct. When conditioning the percentages of pct to 4 intervals (0, 0.25], (0.25, 0.5], (0.5, 0.75], (0.75, 1] respectively, we note that the expectation is reduced in average at a constant rate from one interval in comparison with the immediate and next interval from left to right in [0, 1].
在本文中,我们结合了两种统计工具,目的是创建模型来表示(i)黑人/棕色人口占社区总人口的比例(pct)和(ii)社区中人们死亡的平均年龄(age)之间的依赖关系。我们在2018年期间探索了巴西圣保罗市的pct和年龄之间的依赖关系。根据贝叶斯的观点,统计工具是copulas模型和信息设置和非信息设置。不同的情景和模型使我们能够描绘出pct和年龄之间的依赖关系,并且,通过贝叶斯信息准则,我们可以指出这些模型中哪一个最能代表数据。本文采用的方法允许我们定义受pct百分比区间限制的预期寿命变化估计值。通过这些估计值,我们可以得出结论,平均而言,所有情景都表明,通过增加pct的比例,预期寿命会减少。当pct的百分比分别设置为4个区间(0,0.25],(0.25,0.5],(0.5,0.75],(0.75,1])时,我们注意到,与[0,1]中从左到右的直接和下一个区间相比,期望从一个区间平均以恒定的速率降低。
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引用次数: 1
COVID-19: SARS-CoV-2 susceptibility in healthcare workers – cluster study at a German Teaching Hospital COVID-19:医护人员对SARS-CoV-2的易感性——德国一家教学医院的聚集性研究
Pub Date : 2020-01-01 DOI: 10.1051/fopen/2020006
M. Scherer, Alexander von Freyburg, B. Brücher, I. Jamall, Annette Schmidt, H. Hagedorn
Purpose: The local health department (in German: Gesundheitsamt) ordered a shutdown of a teaching hospital due to the severe acute respiratory syndrome coronavirus (SARS-CoV-2) outbreak – one index patient and five infected healthcare workers – and put it under quarantine. For the first time, all patients plus all employees of one German hospital (healthcare providers, physicians, and nurses) were tested to detect silent or asymptomatic carriers. Methods: A serial polymerase chain reaction (PCR) test for SARS-CoV-2 was performed three times (1) between April 3rd and 5th, 2020 [n = 1171], (2) between April 8th and 9th, 2020 [n = 953] and (3) between April 14th and 17th, 2020 [n = 983]. Results: The teaching hospital’s proven coronavirus disease 2019 (COVID-19) patient load on Friday, April 3rd, 2020, was 34 patients, of whom 11 were on ventilation in the intensive care unit (ICU), one in the intermediate care unit (IMC), and 22 in the infectious disease ward. Another 32 patients in a different infectious disease ward were suspected for COVID-19 with test results pending. COVID-19 silent carrier (asymptomatic) positivity rates based on the phases of testing were (1) n = 24 (2.1%), (2) n = 25 (2.6%) and n = 9 (0.9%). The cumulative infection rate for healthcare providers, physical therapists, physicians, and nurses was 1.8%, 4.5%, 4.8%, and 11.9% which were associated with the type and extent of COVID-19 patient contact (p < 0.05). Conclusion: Despite prior proper preparation, a COVID-19 positive patient load of up to 34.8% (46 of 132 hospital beds) resulted in a 10- to 20-fold increase in risk for healthcare workers for SARS-CoV-2 compared to the general population. Because of asymptomatic carriers, a COVID-19-free hospital cannot be expected to exist. Based on our experience, repeated testing of all staff members with patient contact is necessary and is the best option to effectively contain the virus. Those having the most contact with patients had the highest risk of becoming infected (10- to 20-fold higher risk), with nurses being at the highest risk.
目的:由于严重急性呼吸综合征冠状病毒(SARS-CoV-2)爆发,当地卫生部门(德文:Gesundheitsamt)下令关闭一所教学医院——一名指示患者和五名感染的医护人员——并将其隔离。首次对所有患者和一家德国医院的所有员工(医疗保健提供者、医生和护士)进行检测,以发现沉默或无症状的携带者。方法:分别于2020年4月3日至5日(n = 1171)、2020年4月8日至9日(n = 953)、2020年4月14日至17日(n = 983)进行3次SARS-CoV-2聚合酶链反应(PCR)序列检测。结果:2020年4月3日(星期五),该教学医院新冠肺炎确诊病例34例,其中重症监护病房(ICU)换机11例,中级监护病房(IMC)换机1例,传染病病房22例。另一个传染病病房的32名患者疑似感染了COVID-19,检测结果尚未公布。基于检测阶段的COVID-19沉默感染者(无症状)阳性率为(1)n = 24 (2.1%), (2) n = 25(2.6%)和n = 9(0.9%)。医务人员、物理治疗师、内科医生和护士的累计感染率分别为1.8%、4.5%、4.8%和11.9%,与COVID-19患者接触类型和程度相关(p < 0.05)。结论:尽管事先做好了适当的准备,但与普通人群相比,COVID-19阳性患者负荷高达34.8%(132张病床中的46张)导致医护人员感染SARS-CoV-2的风险增加了10至20倍。因为无症状感染者的存在,没有医院是不可能的。根据我们的经验,对所有接触过患者的工作人员进行反复检测是必要的,也是有效控制病毒的最佳选择。与患者接触最多的人感染风险最高(风险高出10至20倍),其中护士的风险最高。
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引用次数: 6
Partition Markov Model for Covid-19 Virus Covid-19病毒的分割马尔可夫模型
Pub Date : 2020-01-01 DOI: 10.1051/fopen/2020013
J. E. García, V. González-López, G. Tasca
In this paper, we investigate a specific structure within the theoretical framework of Partition Markov Models (PMM) [see García Jesús and González-López, Entropy 19, 160 (2017)]. The structure of interest lies in the formulation of the underlying partition, which defines the process, in which, in addition to a finite memory o associated with the process, a parameter G is introduced, allowing an extra dependence on the past complementing the dependence given by the usual memory o. We show, by simulations, how algorithms designed for the classic version of the PMM can have difficulties in recovering the structure investigated here. This specific structure is efficient for modeling a complete genome sequence, coming from the newly decoded Coronavirus Covid-19 in humans [see Wu et al., Nature 579, 265–269 (2020)]. The sequence profile is represented by 13 units (parts of the state space’s partition), for each of the 13 units, their respective transition probabilities are computed for any element of the genetic alphabet. Also, the structure proposed here allows us to develop a comparison study with other genomic sequences of Coronavirus, collected in the last 25 years, through which we conclude that Covid-19 is shown next to SARS-like Coronaviruses (SL-CoVs) from bats specimens in Zhoushan [see Hu et al., Emerg Microb Infect 7, 1–10 (2018)].
在本文中,我们在划分马尔可夫模型(PMM)的理论框架内研究了一个特定的结构[参见García Jesús和González-López, Entropy 19,160(2017)]。感兴趣的结构在于底层划分的公式,它定义了过程,其中,除了与过程相关的有限内存0之外,还引入了参数G,允许对过去的额外依赖,以补充通常内存0给出的依赖。我们通过模拟显示,为PMM的经典版本设计的算法如何难以恢复这里研究的结构。这种特定的结构对于模拟来自新解码的人类冠状病毒Covid-19的完整基因组序列是有效的[见Wu等人,Nature 579, 265-269(2020)]。序列轮廓由13个单元(状态空间分区的一部分)表示,对于13个单元中的每一个,它们各自的转移概率被计算为遗传字母表的任何元素。此外,本文提出的结构使我们能够与过去25年收集的其他冠状病毒基因组序列进行比较研究,通过这些研究,我们得出结论,舟山蝙蝠标本中的Covid-19与sars样冠状病毒(sl - cov)相邻[参见Hu等人,emermicrob infections 7,1 - 10(2018)]。
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引用次数: 5
Risk of fraud classification 欺诈风险分类
Pub Date : 2020-01-01 DOI: 10.1051/fopen/2020010
J. E. García, V. González-López, Hugo Helito da Silva, T. S. Silva
In this article, we define consumers’ profiles of electricity who commit fraud. We also compare these profiles with users’ profiles not classified as fraudsters in order to determine which of these clients should receive an inspection. We present a statistically consistent method to classify clients/users as fraudsters or not, according to the profiles of previously identified fraudsters. We show that it is possible to use several characteristics to inspect the classification of fraud; those aspects are represented by the coding performed in the observed series of clients/users. In this way, several encodings can be used, and the client risk can be constructed to integrate complementary aspects. We show that the classification method has success rates that exceed 77%, which allows us to infer confidence in the methodology.
在本文中,我们定义了实施欺诈的电力消费者概况。我们还将这些资料与未被归类为欺诈者的用户资料进行比较,以确定哪些客户应该接受检查。我们提出了一种统计一致的方法来分类客户/用户是否为欺诈者,根据先前识别的欺诈者的概况。我们表明,可以使用几个特征来检查欺诈的分类;这些方面由在观察到的客户端/用户系列中执行的代码表示。通过这种方式,可以使用几种编码,并且可以构造客户端风险来集成互补的方面。我们表明,分类方法的成功率超过77%,这使我们能够推断出该方法的可信度。
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引用次数: 0
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