Gene expression profiling of human diseases by serial analysis of gene expression

Until recently, the approach to understanding the molecular basis of complex syndromes such as cancer, coronary artery disease, and diabetes was to study the behavior of individual genes. However, it is generally recognized that expression of a number of genes is coordinated both spatially and temporally and that this coordination changes during the development and progression of diseases. Newly developed functional genomic approaches, such as serial analysis of gene expression (SAGE) and DNA microarrays have enabled researchers to determine the expression pattern of thousands of genes simultaneously. One attractive feature of SAGE compared to microarrays is its ability to quantify gene expression without prior sequence information or information about genes that are thought to be expressed. SAGE has been successfully applied to the gene expression profiling of a number of human diseases. In this review, we will first discuss SAGE technique and contrast it to microarray. We will then highlight new biological insights that have emerged from its application to the study of human diseases.     

Single-cell analysis of gene expression in the nervous system

The characteristic functions of tissues and organs results from the integrated activity of individual cells. Nowhere is this more evident than in the nervous system, where the activities of single neurons communicating via electrical and chemical signals mediate complex functions, such as learning and memory. The past decade has seen an explosion in the identification of genes encoding proteins, such as voltage-gated channels and neurotransmitter receptors, responsible for neuronal excitability. These studies have highlighted the fact that even within a neuroanatomically defined region, the coexistence of multiple cell types makes it difficult, if not impossible, to correlate patterns of gene expression with function The recent development of techniques sensitive enough to, study gene expression at the single-cell level promises to break this bottleneck to our further understanding. Using examples taken from our own laboratories and the work of others, we review these techniques, their application, and discuss some of the difficulties associated with the interpretation of the data.     

Use of serial analysis of gene expression to reveal the specific regulation of gene expression profile in asthmatic rats treated by acupuncture

Background  

Asthma has become an important public health issue and approximately 300 million people have suffered from the disease worldwide. Nowadays, the use of acupuncture in asthma is increasing. This study intended to systematically analyze and compare the gene expression profiles between the asthmatic and acupuncture-treated asthmatic rat lung, and tried to gain insight into the molecular mechanism underlying the early airway response (EAR) phase of asthma treated by acupuncture.     

牛痘病毒感染人巨噬细胞基因表达谱的RNA-Seq分析

[目的]利用RNA-Seq,分析人巨噬细胞在牛痘病毒(VACV)感染前后基因表达的变化,探索牛痘病毒与宿主细胞相互作用的机制.[方法]用牛痘病毒感染人巨噬细胞,采用RNA-Seq比较感染组和对照组的差异表达基因,并进行KEGG、GO以及STRING网络分析.[结果]感染组与对照组相比,筛选出显著性差异表达基因4796个...     

Identification and expression profile of novel STAND gene Nwd2 in the mouse central nervous system

In the central nervous system (CNS), neurons need synaptic neurotransmitter release and cellular response for various cellular stress or environmental stimuli. To achieve these highly orchestrated cellular processes, neurons should drive the molecular mechanisms that govern and integrate complex signaling pathways. The signal transduction ATPases with numerous domains (STAND) family of proteins has been shown to play essential roles in diverse signal transduction mechanisms, including apoptosis and innate immunity. However, a comprehensive understanding of STAND genes remains lacking. Previously, we identified the NACHT and WD repeat domain-containing protein 1 (NWD1), a member of STAND family, in the regulation of the assembly of a giant multi-enzyme complex that enables efficient de novo purine biosynthesis during brain development. Here we identified the mouse Nwd2 gene, which is a paralog of Nwd1. A molecular phylogenetic analysis suggested that Nwd1 emerged during the early evolution of the animal kingdom, and that Nwd2 diverged in the process of Nwd1 duplication. RT-PCR and in situ hybridization analyses revealed the unique expression profile of Nwd2 in the developing and adult CNS. Unlike Nwd1, Nwd2 expression was primarily confined to neurons in the medial habenular nucleus, an essential modulating center for diverse psychological states, such as fear, anxiety, and drug addiction. In the adult brain, Nwd2 expression, albeit at a lower level, was also observed in some neuronal populations in the piriform cortex, hippocampus, and substantia nigra pars compacta. NWD2 might play a unique role in the signal transduction required for specific neuronal circuits, especially for cholinergic neurons in the habenula.     

Analysis of allelic differential expression in the human genome using allele-specific serial analysis of gene expression tags

Recent reports have demonstrated that a significant proportion of human genes display allelic differential expression (ADE). ADE is associated with phenotypic variability and may contribute to complex genetic diseases. Here, we present a computational analysis of ADE using allele-specific serial analysis of gene expression (SAGE) tags representing 1295 human genes. We identified 472 genes for which unequal representation (>3-fold) of allele-specific SAGE tags was observed in at least one SAGE library, suggesting the occurrence of ADE. For 235 out of these 472 genes, the difference in the expression level between both allele-specific SAGE tags was statistically significant (p < 0.05). Eleven candidate genes were then subjected to experimental validation and ADE was confirmed for 8 out of these 11 genes. Our results suggest that at least 25% of the human genes display ADE and that allele-specific SAGE tags can be efficiently used for the identification of such genes.     

Cell lineage analysis of the Drosophila peripheral nervous system

The peripheral nervous system (PNS) of Drosophila provides a very well-characterized model system for studying the genes involved in basic processes of neurogenesis. Because of its simplicity and stereotyped pattern, each cell of the PNS can be individually identified and the phenotypic consequences of mutations can be studied in detail. Thus, some of the genetic mechanisms leading to the formation of type I sensory organs, the external, bristle-type sensory organs (es), and the internal, stretch-receptive chordotonal organs (ch) have been elucidated. Each sensory organ seems to be generated by a stereotyped pattern of cell division of individual ectodermal precursor cells. Recent advances in cell lineage analysis of the PNS have provided a detailed picture of almost all the lineages in the PNS, including those giving rise to the type II sensory neurons, also known as multiple dendritic (md) neurons. This knowledge will be instrumental in the precise characterization of the phenotypes associated with mutations in known and new genes and their interactions which determine cell fate decisions during neurogenesis. Here, we describe and compare three recently developed methods by which cell lineages have been assessed: single cell transplantation, bromodeoxyuridine (BrdU) incorporation studies, and the flp/FRT recombinase system from yeast. In the light of a more complete knowledge of the PNS lineages, we will discuss the effects of known mutations that alter neuronal cell fates. © 1996 Wiley-Liss, Inc.     

Functional analysis of antigen-specific T lymphocytes by serial measurement of gene expression in peripheral blood mononuclear cells and tumor specimens

The cloning of cancer Ags recognized by T cells has provided potentially new tools to enhance immunity against metastatic cancer. The biological monitoring of effective immunization has, however, remained a dilemma. We describe here a sensitive molecular quantitation methodology that allows analysis of in vivo immune response to vaccination. Metastatic melanoma patients were immunized with a synthetically modified peptide epitope (209-2M) from the melanoma self-Ag gp100. Using serial gene expression analysis, we report functional evidence of vaccine-induced CTL reactivity in fresh cells obtained directly from the peripheral blood of postimmunized patients. Further, we demonstrate in vivo localization of vaccine-induced immune response within the tumor microenvironment. The results of these molecular assays provide direct evidence that peptide immunization in humans can result in tumor-specific CTL that localize to metastatic sites.