Improve survival prediction using principal components of gene expression data

The purpose of many microarray studies is to find the association between gene expression and sample characteristics such as treatment type or sample phenotype. There has been a surge of efforts developing different methods for delineating the association. Aside from the high dimensionality of microarray data, one well recognized challenge is the fact that genes could be complicatedly inter-related, thus making many statistical methods inappropriate to use directly on the expression data. Multivariate methods such as principal component analysis （PCA） and clustering are often used as a part of the effort to capture the gene correlation, and the derived components or clusters are used to describe the association between gene expression and sample phenotype. We propose a method for patient population dichotomization using maximally selected test statistics in combination with the PCA method, which shows favorable results. The proposed method is compared with a currently well-recognized method.     

Second intron of mouse nestin gene directs its expression in pluripotent embryonic carcinoma cells through POU factor binding site

Nestin,an intermediate filament protein,is expressed in the neural stem cells of the developingcentral nervous system.This tissue-specific expression is driven by the neural stem cell-specific enhancer inthe second intron of the nestin gene.In this study,we showed that the mouse nestin gene was expressed inpluripotent embryonic carcinoma (EC) P19 and F9 cells,not in the differentiated cell types.This cell type-specific expression was conferred by the enhancer in the second intron.Mutation of the conserved POUfactor-binding site in the enhancer abolished the reporter gene expression in EC cells.Oct4,a Class V POUfactor,was found to be coexpressed with nestin in EC cells.Electrophoretic mobility-shift assays and supershiftassays showed that a unique protein-DNA complex was formed specifically with nuclear extracts of ECcells,and Oct4 protein was included.Together,these results suggest the functional relevance between theconserved POU factor-binding site and the expression of the nestin gene in pluripotent EC cells.     

单细胞基因表达分析技术在神经科学研究中的应用

单细胞的分子生物学是神经科学中较新的领域,研究对象包括单细胞DNA、RNA、蛋白质和线粒体DNA。单细胞基因表达分析技术具有传统技术难以相比的优势,正成为神经科学研究的重要工具。本文将介绍单细胞基因表达分析技术的操作流程、技术和方法的特点,概述其在神经科学研究中的应用,并展望其应用前景。     

淫羊藿总黄酮对肾阳虚大鼠下丘脑-垂体-肾上腺轴钙调蛋白基因表达的影响

目的:从分子水平探讨肾阳虚证病理改变及淫羊藿总黄酮的作用及其机理,为开发药物的临床新用途提供理论依据.方法:用大剂量外源糖皮质激素建立肾阳虚大鼠动物模型,以实时荧光定量RT-PCR技术,测定各组大鼠下丘脑-垂体-肾上腺轴CaM mRNA的表达,以及淫羊藿总黄酮对其的影响.结果:肾阳虚大鼠下丘脑、肾上腺CaMmRNA水平升高,垂体组织CaM mRNA水平没有显著变化,淫羊藿总黄酮能够降低下丘脑组织CaM mRNA水平,但对肾上腺影响不显著.结论:大鼠肾阳虚证时下丘脑中CaM mRNA水平升高,淫羊藿总黄酮可使其降低.     

DNA chip-based expression profile analysis indicates involvement of the phosphatidylinositol signaling pathway in multiple plant responses to hormone and abiotic treatments

The phosphatidylinositol (PI) metabolic pathway is considered critical in plant responses to many environmental factors, and previous studies have indicated the involvement of multiple PI-related gene families during cellular responses.Through a detailed analysis of the Arabidopsis thaliana genome, 82 polypeptides were identified as being involved in PI signaling. These could be grouped into different families including PI synthases (PIS), PI-phosphate kinases (PIPK),phospholipases (PL), inositol polyphosphate phosphatases (IPPase), inositol polyphosphate kinases (IPK), PI transfer proteins and putative inositol polyphosphate receptors. The presence of more than 10 isoforms of PIPK, PLC, PLD and IPPase suggested that these genes might be differentially expressed during plant cellular responses or growth and development. Accordingly, DNA chip technology was employed to study the expression patterns of various isoforms.In total, 79 mRNA clones were amplified and used for DNA chip generation. Expression profile analysis was performed using samples that represented multiple tissues or cellular responses. Tested samples included normal leaf, stem and flower tissues, and leaves from plants treated with various hormones (auxin, cytokinin, gibberellin, abscisic acid and brassinosteroid) or environmental factors (temperature, calcium, sodium, drought, salicylic acid and jasmonic acid).Results showed that many PI pathway-related genes were differentially expressed under these experimental conditions.In particular, the different isoforms of each family were specifically expressed in many cases, suggesting their involvement in tissue specificity and cellular responses to environmental conditions. This work provides a starting point for functional studies of the relevant PI-related proteins and may help shed light onto the role of PI pathways in development and cellular responses.     

核基质结合区与转基因沉默

核基质结合区(matrix attachment region,MAR)又叫支架附着区(scaffold attachment region,SAIL)是染色质被限制酶消化后仍与核基质或核骨架结合的DNA序列。转基因沉默主要发生在两个水平上,一是转录水平,二是在转录后水平。位置效应是引起转录水平基因沉默的重要因素。研究发现,用MAR构建的载体能够提高转基因的表达水平,能在一定程度上克服基因沉默．降低转基因在不同转基因系间的表达差异,增强外源基因表达的稳定性。     

大鼠不同心肌肥厚模型左心室基因表达谱变化的比较

为了解心肌肥厚时基因表达谱的变化规律,本实验复制了三种大鼠心肌肥厚模型：肾上腹主动脉缩窄(suprarenal abdominal aortic stenosis,SRS)、动静脉瘘(arterial-vein fistula,AVF)和去甲。肾上腺素持续静脉输注(jugular vein infusion of norepinephrine,NEi),并应用组织化学方法和超声心动术检测大鼠心脏结构和功能指标,应用cDNA基因芯片技术检测心脏基因表达水平的变化。SRS和NEi引起大鼠向心性心肌肥厚,AVF引起大鼠离心性心肌肥厚,其中NEi大鼠心肌纤维化明显。对不同心肌肥厚模型间大鼠左心室基因表达谱的变化进行两两比较。结果显示,有部分基因在不同模型中表达水平均发生变化,其中多数基因在两种模型中表达水平改变的方向相同,也有少部分基因在两种模型中表达水平改变方向相反。综合比较三种心肌肥厚模型的基因表达谱,各种模型都有特异的基因表达变化,但是有19个基因在三种心肌肥厚模型中表达水平均发生改变。研究结果有可能成为心肌肥厚的标志性基因或治疗靶点,为心肌肥厚发生机制的深入研究提供了新的线索。     

EST-based analysis of gene expression in the porcine brain

Since pig is an important livestock species worldwide, its gene expression has been investigated intensively, but rarely in brain. In order to study gene expression profiles in the pig central nervous system, we sequenced and analyzed 43,122 highquality 5’ end expressed sequence tags (ESTs) from porcine cerebellum, cortex cerebrum, and brain stem cDNA libraries, involving several different prenatal and postnatal developmental stages. The initial ESTs were assembled into 16,101 clusters and compared to protein and nucleic acid databases in GenBank. Of these sequences, 30.6% clusters matched protein databases and represented function known sequences; 75.1% had significant hits to nucleic acid databases and partial represented known function; 73.3% matched known porcine ESTs; and 21.5% had no matches to any known sequences in GenBank. We used the categories defined by the Gene Ontology to survey gene expression in the porcine brain.     

Ultrasound／Microbubble Enhances Foreign Gene Expression in ECV304 Cells and Murine Myocardium

The success of gene therapy is largely dependent onthe development of vectors or vehicles that can selectivelyand efficiently deliver a therapeutic gene to cells or targetissues with minimal toxicity. Viruses are efficient transducing vectors. However, the safety concerns regardingthe use of virus vector in human make nonviral deliverysystem an attractive focus. Nonviral vectors are particularly suitable with respect to the simplicity of use, possibility of large-scale production and lack of s…