Molecular cloning,characterization and expression analysis of ATG1 in the silkworm, Bombyx mori

Atg1 is a Serine/Threonine protein kinase that plays a pivotal role in autophagy. A complete coding sequence of ATG1 is not available for the silkworm, Bombyx mori which is a good model for studying the autophagic process.     

A Hybrid EM and Monte Carlo EM Algorithm and Its Application to Analysis of Transmission of Infectious Diseases

Summary In epidemics of infectious diseases such as influenza, an individual may have one of four possible final states: prior immune, escaped from infection, infected with symptoms, and infected asymptomatically. The exact state is often not observed. In addition, the unobserved transmission times of asymptomatic infections further complicate analysis. Under the assumption of missing at random, data‐augmentation techniques can be used to integrate out such uncertainties. We adapt an importance‐sampling‐based Monte Carlo Expectation‐Maximization (MCEM) algorithm to the setting of an infectious disease transmitted in close contact groups. Assuming the independence between close contact groups, we propose a hybrid EM‐MCEM algorithm that applies the MCEM or the traditional EM algorithms to each close contact group depending on the dimension of missing data in that group, and discuss the variance estimation for this practice. In addition, we propose a bootstrap approach to assess the total Monte Carlo error and factor that error into the variance estimation. The proposed methods are evaluated using simulation studies. We use the hybrid EM‐MCEM algorithm to analyze two influenza epidemics in the late 1970s to assess the effects of age and preseason antibody levels on the transmissibility and pathogenicity of the viruses.     

Integrated continuous production of recombinant therapeutic proteins

In the current environment of diverse product pipelines, rapidly fluctuating market demands and growing competition from biosimilars, biotechnology companies are increasingly driven to develop innovative solutions for highly flexible and cost‐effective manufacturing. To address these challenging demands, integrated continuous processing, comprised of high‐density perfusion cell culture and a directly coupled continuous capture step, can be used as a universal biomanufacturing platform. This study reports the first successful demonstration of the integration of a perfusion bioreactor and a four‐column periodic counter‐current chromatography (PCC) system for the continuous capture of candidate protein therapeutics. Two examples are presented: (1) a monoclonal antibody (model of a stable protein) and (2) a recombinant human enzyme (model of a highly complex, less stable protein). In both cases, high‐density perfusion CHO cell cultures were operated at a quasi‐steady state of 50–60 × 10⁶ cells/mL for more than 60 days, achieving volumetric productivities much higher than current perfusion or fed‐batch processes. The directly integrated and automated PCC system ran uninterrupted for 30 days without indications of time‐based performance decline. The product quality observed for the continuous capture process was comparable to that for a batch‐column operation. Furthermore, the integration of perfusion cell culture and PCC led to a dramatic decrease in the equipment footprint and elimination of several non‐value‐added unit operations, such as clarification and intermediate hold steps. These findings demonstrate the potential of integrated continuous bioprocessing as a universal platform for the manufacture of various kinds of therapeutic proteins. Biotechnol. Bioeng. 2012; 109: 3018–3029. © 2012 Wiley Periodicals, Inc.     

利用激光显微切割与microarray 技术对恒河猴脑中白质与 灰质基因表达的差异性的研究

目的:利用激光显微切割技术和microarray技术比较恒河猴脑组织中前额叶皮质(prefontal cortex,PFC)与小脑皮质(cere-bellar cortex,CBC)的灰质与白质基因表达的差异。方法:利用激光显微切割技术(laser capture dissection,LCM)与microarray技术的有效结合,提取恒河猴PFC与CBC的白质与灰质,分别提取RNA,合成cDNA文库。最后利用GeneChip 1.0 ST芯片技术,分析得出大脑与小脑中灰质与白质的表达差异性。结果:无论是灰质还是白质,在PFC中的高表达基因都要远远多于在CBC中的高表达基因。结论:使用LCM可以提取单一的细胞群,从而用于要求更为精确的实验当中。     

耐热DNA连接酶介导的TLCR技术在简化DNA重组实验中的应用

传统的DNA重组方法Type Ⅱ型限制酶技术受到片段纯化的限制,无法做到复杂混合体系中DNA片段的特异性连接。为解决这个问题,本研究将耐热连接酶链式反应(Thermostable ligase chain reaction, TLCR)引入DNA片段的连接与捕获。该技术利用耐热型DNA连接酶的特性,在热循环反应中配合针对目的片段末端序列设计的单链寡核苷酸连接模板--Helper,实现目的片段的特异性连接和产物数量的指数性增长。两个质粒构建实验被用于验证TLCR技术的可行性和应用效果。首先利用TLCR技术从一个未经纯化的含有7种不同大小片段的混杂体系中特异性地将一段1.5 kb的片段捕获进载体,随机抽取的克隆样品经检验准确率达到80%,验证TLCR技术在复杂混合体系中特异性连接DNA片段的可行性和准确性。在另一个质粒构建实验中,TLCR技术从λ噬菌体基因组Hind消化物中将两段总长达27 kb的片段按顺序捕获进载体,随机抽取的克隆样品经检验同样达到了80%的准确率。结果表明,TLCR技术能够简化DNA重组实验的操作,并且适用于多片段和大片段的连接,可以为生物学研究提供便利。     

Why environmental scientists are becoming Bayesians

Advances in computational statistics provide a general framework for the high‐dimensional models typically needed for ecological inference and prediction. Hierarchical Bayes (HB) represents a modelling structure with capacity to exploit diverse sources of information, to accommodate influences that are unknown (or unknowable), and to draw inference on large numbers of latent variables and parameters that describe complex relationships. Here I summarize the structure of HB and provide examples for common spatiotemporal problems. The flexible framework means that parameters, variables and latent variables can represent broader classes of model elements than are treated in traditional models. Inference and prediction depend on two types of stochasticity, including (1) uncertainty, which describes our knowledge of fixed quantities, it applies to all ‘unobservables’ (latent variables and parameters), and it declines asymptotically with sample size, and (2) variability, which applies to fluctuations that are not explained by deterministic processes and does not decline asymptotically with sample size. Examples demonstrate how different sources of stochasticity impact inference and prediction and how allowance for stochastic influences can guide research.     

A new approach for selective rat endolymphatic sac epithelium collection to obtain pure specific RNA

The endolymphatic sac (ES) is an organ that is located in the temporal bone. Its anatomical location makes ES tissue collection without any contamination very difficult, and sometimes accurate molecular analyses of the ES are prevented due to this matter. In the present study, a new selective ES epithelial tissue collection method was attempted using laser capture microdissection to obtain pure ES RNA without any contamination. The validity of this method was demonstrated by RT-PCR with three specific primer pairs against osteocalcin, calponin H1, and NKCC2, which are specific proteins in bone, smooth muscle, and kidney/ES cells, respectively. From the RT-PCR results, the high specificity and sufficient sensitivity of the new method was indicated. It is considered that the new method is optimal for ES collection without contamination and it will be able to contribute to future analyses of the ES.