Fitting elephants in the density functionals zoo: Statistical criteria for the evaluation of density functional theory methods as a suitable replacement for counting parameters

Counting parameters has become customary in the density functional theory community as a way to infer the transferability of popular approximations to the exchange‐correlation functionals. Recent work in data science, however, has demonstrated that the number of parameters of a fitted model is not related to the complexity of the model itself, nor to its eventual overfitting. Using similar arguments, here, we show that it is possible to represent every modern exchange‐correlation functional approximations using just one single parameter. This procedure proves the futility of the number of parameters as a measure of transferability. To counteract this shortcoming, we introduce and analyze the performance of three statistical criteria for the evaluation of the transferability of exchange‐correlation functionals. The three criteria are called Akaike information criterion, Vapnik‐Chervonenkis criterion, and cross‐validation criterion and are used in a preliminary assessment to rank 60 exchange‐correlation functional approximations using the ASCDB database of chemical data.     

DNA G-四链体的结构完整性对催化性质的影响

DNA酶中的G-四链体-血红素(G4-hemin)DNA酶结构具有较高的设计性和化学稳定性,因此格外受研究者关注.G-平面作为辅酶因子hemin的结合位点,不仅提供大π平面与hemin结合,而且其平面上的G碱基还可以充当近端配位基团与hemin进行配位.因此,研究G-平面完整性在G4-DNA酶体系中的作用具有重要意义.本文设计了一系列含有空位的G4(G-vacancy,GV)及G-三链体,通过“鸟嘌呤类似物插入”策略实现G-平面完整性以及DNA酶催化活性的恢复.结果表明,末端G-平面完整性是G4-DNA酶具有催化活性的必要条件,且其能够充当近端配位基团与末端碱基协同激活G4-DNA酶.考虑到hemin会选择性地结合于G4的3’-端平面,本文以含有3’-端空位的G4以及G-三链体为模型进行DNA酶的构建.结果表明,相较于末端完整的G4-hemin DNA酶,末端不完整的G4结构所形成的DNA酶催化活性很低.为了进一步验证该平面完整性的重要性,本文提出了“鸟嘌呤衍生物插入”策略,即将鸟嘌呤衍生物(无环鸟苷和鸟苷)插入G-空位以恢复G-平面的完整性.通过圆二色光谱和紫外熔解实验,发现末端平面完整性的缺失会使圆二色特征峰信号和G4结构热稳定性下降,而鸟嘌呤碱基类似物的加入则可以使特征峰信号以及热稳定性得到一定程度的恢复,表明鸟嘌呤碱基类似物的加入确实使G-平面完整性得到恢复.与此同时,随着鸟嘌呤碱基类似物浓度的增加,G4-hemin DNA酶活性逐渐增强,最终恢复至与完整G4一样的活性.在以G-三链体为模型的实验中,本文通过另一条富G序列与G-三链体进行结合,形成复合的(3+1)型G4结构,最终实现了DNA酶活性的恢复.同时,在3’-G-平面末端增加了激活碱基(dA或dTC),结果表明,即使G-平面不完整,末端碱基依旧能够激活DNA酶,但酶活性整体弱于完整G4时的活性.同样,“鸟嘌呤衍生物插入”策略可以使酶活性得到恢复.本文系列实验充分说明了末端碱基可与G-平面形成协同作用,与hemin的铁中心共同形成六配位关系,加速催化中间体生成,进而增强催化活性.有趣的是,通过设计Holliday junction结构研究发现,“鸟嘌呤衍生物插入”策略仅适用于平行G4结构.G-空位的存在不仅降低了G4结构的稳定性,而且降低了其与hemin间的亲和力,二者均是造成G4-DNA酶催化能力下降的主要因素.总之,本文证明了3’-端G-平面的完整性是G4-DNA酶实现其催化能力必不可少的因素,对理解末端G-平面在G4-DNA酶中的作用具有重要的参考意义.     

Improving Vesicular Integrity and Antioxidant Activity of Novel Mixed Soy Lecithin-Based Liposomes Containing Squalene and Their Stability against UV Light

In order to improve the membrane lipophilicity and the affinity towards the environment of lipid bilayers, squalene (SQ) could be conjugated to phospholipids in the formation of liposomes. The effect of membrane composition and concentrations on the degradation of liposomes prepared via the extrusion method was investigated. Liposomes were prepared using a mixture of SQ, cholesterol (CH) and Tween80 (TW80). Based on the optimal conditions, liposome batches were prepared in the absence and presence of SQ. Their physicochemical and stability behavior were evaluated as a function of liposome constituent. From the optimization study, the liposomal formulation containing 5% (w/w) mixed soy lecithin (ML), 0.5% (w/w) SQ, 0.3% (w/w) CH and 0.75% (w/w) TW80 had optimal physicochemical properties and displayed a unilamellar structure. Liposome prepared using the optimal formulation had a low particle size (158.31 ± 2.96 nm) and acceptable %increase in the particle size (15.09% ± 3.76%) and %trolox equivalent antioxidant capacity (%TEAC) loss (35.69% ± 0.72%) against UV light treatment (280–320 nm) for 6 h. The interesting outcome of this research was the association of naturally occurring substance SQ for size reduction without the extra input of energy or mechanical procedures, and improvement of vesicle stability and antioxidant activity of ML-based liposome. This study also demonstrated that the presence of SQ in the membrane might increase the acyl chain dynamics and decrease the viscosity of the dispersion, thereby limiting long-term stability of the liposome.     

Organophosphate esters by GC–MS: An optimized method for aquatic risk assessment

Organophosphate esters used as flame retardants and plasticizers are ubiquitous contaminants in surface waters. Many studies indicate that these compounds are neurotoxicants, endocrine disruptors, and may affect reproduction and development of aquatic organisms. Thus, analytical methods that allow accurate quantification of these contaminants at environmentally relevant concentrations are desirable for risk assessment studies. In this study, a method based on solid phase extraction and gas chromatography coupled to mass spectrometry was developed for determination of organophosphate esters in river water extracts. Multivariate optimization was used to determine the best conditions for injection of larger volumes of sample in a Programmable Temperature Vaporization inlet. Furthermore, the matrix effect on the instrumental response was evaluated and compensated by association of extraction‐blank‐matched calibration and isotopically labeled focus standards. The method quantification limits ranged from 0.009 to 0.11 µg/L, staying below the predicted non‐effect concentration for the aquatic compartment for all analytes, which is a requisite for using in risk assessment studies. The method was applied to freshwater samples collected in rivers from the Sao Paulo State, Brazil, and eight out of the ten target organophosphate esters were quantified, being tris(2‐chloroisopropyl) phosphate and tris(phenyl) phosphate the most frequently detected compounds.     

SOFA评分联合超声对脓毒症合并AKI患者的预后价值分析

本文主要探究SOFA评分联合超声对脓毒症合并急性肾损伤(AKI)患者的预后价值。选取2017年1月~2019年1月本院脓毒症合并AKI患者50例作为观察组,并分为AKI 1、2、3期,将同期入院的50例脓毒症患者作为对照组,两组患者均采用SOFA评分联合超声进行预后评估。结果发现,观察组PDU评分低于对照组(P<0.05),RI值、SOFA评分高于对照组(P<0.05);不同分期的3组间的PDU评分、SOFA评分不同,随着AKI分期的增加,PDU评分降低、SOFA评分增加(P<0.05),但3组间的RI值并无不同(P>0.05);50例脓毒症合并AKI患者发生院内死亡率为44.00%。经单因素分析发现,年龄、机械通气时间、ICU住院时间、AKI分期、脓毒症休克、SOFA评分、PDU评分为影响患者预后不佳的因素(P<0.05);AKI3期、发生脓毒性休克、SOFA评分、PDU评分是脓毒症合并AKI患者预后不佳的独立因素(P<0.05),ROC曲线下面积(AUC)越大,对预后的预测效能越好,当AUC>70.00%时具有临床价值。两者联合显著高于单独应用SOFA评分(AUC=74.28%)或PDU评分(P<0.001)。上述结果说明,脓毒症合并AKI患者采用SOFA评分联合超声用于评估患者的预后,优于单独采用SOFA评分或超声,两者联合的预测价值更大。     

Synthesis,structural features and biochemical activity assessment of N,N′‐bis‐(2‐mercaptophenylimine)‐2,5‐thiophenedicarboxaldehyde Schiff base and its Co(II), Ni(II), Cu(II) and Zn(II) complexes

The tetradentate Schiff base ligand (SB), N,N′‐bis‐(2‐mercaptophenylimine)‐2,5‐thiophenedicarboxaldehyde was prepared via condensation of 2,5‐thiophene‐dicarboxaldehyde with 2‐aminothiophenol in a 1:2 molar ratio by conventional method. Additionally, its Co(II), Ni(II), Cu(II) and Zn(II) complexes have been synthesized and fully characterized by elemental analysis, FT‐IR, ¹H NMR, ¹³C NMR, UV–Vis, ESR, ESI‐mass, conductivity and magnetic susceptibility measurements. Spectral studies suggested that, the Schiff base coordinate metal ions through the azomethine N‐ and deprotonated thiol S‐ atoms. Based on UV–Vis absorption and magnetic susceptibility data, tetrahedral geometry was assigned for both Co(II) and Zn(II) complexes, whereas on the other hand, square planar geometry for both Ni(II) and Cu(II) complexes. The Schiff base and its metal complexes were screened for their in vitro antimicrobial activity by minimum inhibitory concentration (MIC) method. Free radical scavenging activity of the novel compounds was determined by elimination of 2,2‐diphenyl‐1‐picrylhydrazyl (DPPH) radicals. In addition, the interactions of the free ligand and its complexes with calf thymus DNA (CT‐DNA) were explored using absorption, emission and viscosity measurements techniques.     

船舶碰撞危险度模型的构建

运用模糊数学的综合评判理论,把会遇中目标船的DCPA、TCPA两船距离、相对方位、船速比5个因素作为基本评判参数,建立碰撞危险度的评价模型．而将其它因素,如航行区域状况、能见度情况和船舶的操纵性能等,作为对上述因素的危险隶属度函数的修正加以考虑．引入了船舶领域、动界等概念,以对来船构成的本船危险度进行客观有效地评价,为安全避碰提供合理依据．     

响应面方法计算HTR-10余热排出系统物理过程的失效概率

在核电站安全研究中，概率安全评价方法已经得到了广泛的应用.但是对于采用非能动设计的核电站系统，其可靠性分析的研究还处于初级阶段.非能动系统的失效不但要考虑常规可靠性分析中考虑的设备失效，还要考虑物理过程的失效.物理过程失效概率的计算方法和能动系统可靠性分析方法完全不同.本文给出物理过程失效的数学描述，介绍了一次二阶矩法、响应面方法，并且应用响应面方法计算了清华大学核能技术设计研究院10MW高温气冷实验堆(HTR-10)余热排出系统失效概率的近似值. 关键词： 概率安全评价 非能动系统 可靠性 响应面     

Proficiency testing in occupational and environmental health – Current practice and international initiatives for harmonisation

An increasing number of proficiency testing schemes (PT schemes) related to occupational and environmental health have been organised. Most schemes emphasise the importance of the validation of analytical results. With regards to harmonisation of the schemes, there are many differences between the schemes at many levels. These include factors concerning their relationship with legislation, national status, type and quality of proficiency testing material, analytical range and priorities for future development. Since differences between PT schemes have been recognised at the European level by organisers of PT schemes and external quality assessment schemes (EQASs) it seems appropriate to reinforce collaboration between scheme organisers in order to improve the quality of analytical performance in occupational and environmental health.     

多级模糊综合评判在高校教师考评中的应用

介绍了模糊综合评判的数学模型.并将二级模糊综合评判用于高校教师的考评,为客观地评价教师提供了一种定量的、科学的方法.