基于改进灰狼算法优化支持向量机的边坡位移预测

为了提高边坡位移预测精度,采用帐篷映射和位置收敛参数变化方式调整两种对改进了灰狼算法,得到改进灰狼算法。采用改进灰狼算法对支持向量机进行优化,建立基于改进灰狼算法优化支持向量机的边坡位移预测模型,采用实际水利工程边坡位移数据进行仿真分析,IGWO-SVM模型的平均相对百分误差和均方根误差分别为2.41%和0.21,预测效果优于PSO-BP模型,验证了该模型在边坡位移预测方面的实用性和优越性。

细菌插入序列中的转座酶和转座机制

插入序列(insertion sequence, IS)是细菌中最简单的移动遗传因子,由两端的反向重复序列(inverted repeats, IR)和中间的转座酶(transposase)编码序列组成。在细菌中,因为插入序列的转座酶催化活性中心氨基酸序列不同,所以将其转座酶分为DDE转座酶、DEDD转座酶、HUH转座酶和丝氨酸转座酶。在转座过程中,根据插入序列是否有复制,将插入序列的转座分为复制型转座(replicative transposition)和非复制型转座(non-replicative transposition),而将形成夏皮罗中间体(Shapiro intermediate)的非复制型转座称为保守型转座(conservative transposition)。此外,插入序列通过不同的转座机制插入到基因编码区导致基因突变、缺失和倒置;或者插入到基因上游,通过自身启动子或与基因形成杂交启动子来影响插入序列下游基因的表达,从而帮助细菌抵抗复杂的环境变化。本文主要围绕细菌插入序列的特征、转座酶、转座机制和转座影响展开综述,以期为进一步研究插入序列的机制和插入序列在细菌中所起的作用提供参考。

Role of duck plague virus glycoprotein C in viral adsorption:Absence of specific interactions with cell surface heparan sulfate

Many mammalian herpes viruses utilize heparan sulfate （HS） moieties present on cell surface proteoglycans as receptors for cell entry, and this process also requires viral glycoprotein C （gC） homologues. However, our understanding of the role of gC in facilitating attachment of other alpha-herpes viruses such as the duck plague virus （DPV） remains preliminary. To study the role of gC during DPV infection, we used a gC-deleted mutant virus （DPV-AgC-EGFP）. Examination of the viral copy number by real-time PCR, as well as time course studies of viral adsorption and proliferation revealed that gC was involved in the viral binding to the cell surface. The affinity of viral glycoproteins （gB-DPV, gC-DPV, and gE-DPV） to HS was assessed using a prokaryotic expression system and HJTrapTM HeparJn HP column chromatography. In addition, to confirm that gC played a role in the interaction between DPV and HS, viruses were treated with the HS analogue heparin and host cells were treated with its inhibitors heparinase prior to exposure to DPV-△gC-EGFP or wild-type strain Chinese virulent duck plague virus （DPV-CHv）. The effects of heparin and heparinase on virus infectivity demonstrated that function of gC on Viral adsorption is independent of interactions between gC and heparin sulfate on cell surface. All in all, this study demonstrated that the gC of DPV can mediate viral adsorption in an HS-independent manner, which distinguish it from the gC of some other alpha-herpes viruses. Future studies will be required to identify the receptors involved in gC protein binding to cells. This work provides us a foundation for further studies of examining the roles of gC in the adsorption during duck plague virus infection.

Alphaherpesvirus-vectored vaccines against animal diseases: Current progress

Recombinant virus-vectored vaccines are novel agents that can effectively activate specific and nonspecific immunity,are multivalent and multieffective,and have high safety ratings.Animal alphaherpesviruses have a large genome,contain multiple nonessential regions that do not affect viral replication and are capable of accepting the insertion of an exogenous gene and expressing the antigen protein.Furthermore,animal alphaherpesviruses have a wide host spectrum,can replicate in the host and continuously stimulate the animal to produce immunity to the corresponding pathogen,thus making them ideal carriers for recombinant virus-vectored vaccines.With the development of gene-editing technology,recombinant viruses capable of expressing foreign genes can be constructed by various methods.Currently,studies on recombinant virusvectored vaccines constructed based on animal alphaherpesviruses have involved poultry,pigs,cattle,sheep,and companion animals.Studies have shown that the construction of recombinant animal alphaherpesviruses enables the acquisition of immunity to multiple diseases.This article mainly summarizes the current progress on animal alphaherpesvirus-vectored vaccines,aiming to provide reference for the development of new animal alphaherpesvirus-vectored vaccines.

Immunogenicity and protective efficacy of DHBV DNA vaccines expressing envelope and capsid fusion proteins in ducks delivered by attenuated Salmonella typhimurium

Duck hepatitis B virus(DHBV) shares many basic characteristics with hepatitis B virus(HBV) and is an attractive model for vaccine development. In this study, DHBV DNA vaccines were designed to express envelope and capsid fusion proteins to enhance the breadth of immune response in ducks. Attenuated Salmonella typhimurium(SL7207) was used as a carrier and adjuvant to boost the magnitude of immune response. Based on this strategy, novel DNA vaccines(SL7207-p VAX1-LC and SL7207-p VAX1-SC) were generated. Growth kinetics, genetic stabilities and relative transcription levels of the L, S and C genes introduced by these vaccine strains were measured before inoculation to guarantee safety and efficacy. The relative transcript levels of the CD4 and CD8 T genes and the antibody levels(Ig Y) in ducks receiving the vaccines were higher than those in single gene delivered groups. Additionally, the copy number of covalently closed circular DNA in hepatocytes after DHBV challenge also provided evidence that our fusion vaccines could enhance the protective efficiency against DHBV infection in ducks.

The codon-optimized capsid gene of duck circovirus can be highly expressed in yeast and self-assemble into virus-like particles

The capsid （Cap） protein, which is the only structural protein of duck circovirus （DuCV）, is the most important antigen for the development of vaccines against DuCV and the virus＇s serological diagnostic methods. In order to use yeast expression system to produce a large quantities of DuCVCap protein which is close to its natural form to display the antigen peptides perfectly, the Cap gene was optimized into the codon-optimized capsid （Opt-Cap） gene towards the preference of yeast firstly. Then, the genes of Cap and Opt-Cap were separately cloned into pPIC9K plasmid and transformed into Picha pas- toris GSl15. The strains that displayed the phenotype of Mut~ and contained multiple inserts of expression cassette were selected from those colonies. After the induction expression, the secretory type of Cap protein, which was about 43 kDa, was best expressed under 0.5% （v/v） methanol and sorbitol induction. Compared with the Cap gene, the expression level of Opt-Cap gene was much higher. What＇s more, the purified Cap protein had a good reactivity to its specific polyclone antibody and DuCV-positive serum, and it was able to self-assemble into virus-like particles （VLPs）. These VLPs, with a diameter of 15-20 nm and without a nucleic acid structure, showed a high level of similarity to DuCV particles in size and shape. All of the resultsdemonstrated that, based on the codon-optimization, it is suitable to use the P. pastoris expression system to produce DuCV VLPs on a large scale. It is the first time that a large amounts of DuCV VLPs were produced successfully in P. pastoris, which might be particularly useful for the further studies of serological diagnosis and vaccines of DuCV.

汽车信息娱乐系统发展综述

本文回顾了汽车信息娱乐系统的发展历史,介绍了信息娱乐系统的构成和他们之间的关系,总结和展望了汽车信息娱乐系统发展的现状和发展趋势。

Development and optimization of a double antibody sandwich ELISA for the detection of goose T cell surface CD8α molecule

CD8, a glycoprotein on the surface of T cells, is involved in the defense against viral infection and plays significant roles in antigen presentation and in the antiviral immune response. CD8 is composed of two chains. Of these, the CD8α chain was chosen for the detection because it involved in both the CD8αα homodimer and the CD8αβ heterodimer. Here, we established a double antibody sandwich enzyme-linked immunosorbent assay（DAS-ELISA） for specific detection of goose CD8α（go CD8α）. The results showed that the optimal coated antibody and antigen dilutions were 1：50（the antibody titer was 1：12 800） and 1：32（0.3 ng m L^–1）, respectively, while the optimal capture antibody and horseradish peroxidase（HRP）-labelled goat anti-rabbit Ig G dilutions were 1：50（the antibody titer was 1：51 200） and 1：4 000（the antibody titer was 1：5 000）, respectively. The optimal blocking buffer was 5% bovine serum albumin（BSA）. The best incubating condition was overnight at 4℃, the best blocking time was 120 min and the best anti-capture antibody working time was 150 min. In addition, the minimum dose detectable by DAS-ELISA was 5×10^–3 ng m L^–1. Most importantly, go CD8α expression levels in goose spleen mononuclear cells（MNCs） post-Goose parvoviruse（GPV） infection were found to be significantly up-regulated using the DAS-ELISA method, which was consistent with previous results obtained using real-time quantitative PCR. In conclusion, the DAS-ELISA method reported here is a novel, specific technique for the clinical detection of go CD8α.

无人机视觉地理定位研究综述

近年来,无人机在控制稳定性、传感器精度和载荷智能化等方面进步显著,被普遍应用于情报侦察、打击引导、安防巡逻、应急救援、森林巡检等军事和民用领域。无人机及其载荷主要承担发现和定位目标的任务,利用相机对地面目标地理定位(简称对地视觉定位)是最为普及的低成本手段,属于航空摄影测量技术分支。基于深度学习的计算机视觉浪潮促进了各类无人系统视觉感知能力的智能化发展,对于搭载光电载荷的无人机而言,对地目标智能识别和定位是重要的能力增长点。鉴于此,系统总结了无人机对地视觉定位技术的研究现状,全面细致地探究了定位过程涉及的各类坐标系定义与相互转换关系,指出了关键原理问题和技术途径。无人机视觉地理定位可分为单机定位和多机协同定位两种方式,主要通过基于辅助地理信息的定位、已知目标距离的定位、三角定位和纯角度滤波定位四种途径实现。同时,预测了未来无人机视觉地理定位技术的研究趋势,力求为无人机系统智能化发展提供支撑。