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Noninvasive and repetitive imaging of transgene expression can play a pivotal role in the development of gene therapy strategies, as it offers investigators a means to determine the effectiveness of their gene transfection protocols. In the last decade, imaging of transgene expression using positron emission tomography (PET) or single-photon emission computed tomography (SPECT) has received considerable...
The expression of a number of chemokines and chemokine receptors by cells resident in normal and pathological central nervous system (CNS) tissue has been characterized by in situ hybridization techniques. As a result, our understanding of the role of this cytokine family in neurobiology has been enhanced greatly. Specific methods for detecting chemokine and chemokine receptor mRNAs in situ vary with...
In the past several years, oligonucleotide microarrays have emerged as a widely used tool for the simultaneous, non-biased measurement of expression levels for thousands of genes. Several challenges exist in successfully utilizing this biotechnology; principal among these is analysis of microarray data. An experiment to measure differential gene expression can consist of a dozen microarrays, each...
Methods are presented for detecting differential expression using statistical hypothesis testing methods including analysis of variance (ANOVA). Practicalities of experimental design, power, and sample size are discussed. Methods for multiple testing correction and their application are described. Instructions for running typical analyses are given in the R programming environment. R code and the...
Since its discovery, stress or heat shock (HS) response has been widely studied as a paradigm for gene regulation. From control of gene expression to function and involvement in pathological processes, different aspects of the stress response have received extended attention and investigation by various approaches, using small analyzing molecules, cells and organisms. This chapter is focused on animal...
Microarray technology enables high-throughput testing of gene expression to investigate various neuroscience related questions. This in turn creates a demand for scalable methods to confirm microarray results and the opportunity to use this information to discover and test novel pathways and therapeutic applications. Discovery of new central nervous system (CNS) treatments requires a comprehensive...
This paper will give a complete methodological approach to the processing of oligonucleotide microarray data from postmortem tissue, particularly brain matter. Attention will be drawn to each of the important stages in the process; specifically the quality control, gene expression value calculation, multiple hypothesis testing and correlation analyses. We shall initially discuss the theoretical foundations...
Identifying genes involved in complex neuropsychiatric disorders through classic human genetic approaches has proven difficult. To overcome that barrier, we have developed a translational approach called Convergent Functional Genomics (CFG), which cross-matches animal model microarray gene expression data with human genetic linkage data as well as human postmortem brain data and biological role data,...
Microarray chips produced by commercial vendors and academic laboratories are mostly generic in nature to facilitate wide applicability. With the sequencing of the human, mouse, and rat genomes, the thrust is to expand clone and oligonucleotide sets and increase the number of genes represented on a particular array. This is appropriate for discovery based investigations where microarray technology...
Gene expression profiling of brain tissue samples applied to DNA microarrays promises to provide novel insights into the neurobiological bases of primate behavior. The strength of the microarray technology lies in the ability to simultaneously measure the expression levels of all genes in defined brain regions that are known to mediate behavior. The application of microarrays presents, however, various...
Although a large number of small RNAs (sRNAs) have been discovered, it is very likely that the screens conducted so far have not reached saturation. Recently, many methods for predicting and identifying new sRNAs have been developed. However, it remains unclear what the total number of sRNAs within a genome is and how many types of sRNAs exist in plants and animals. In this article, combined methods...
In situ hybridization is an important tool for analyzing gene expression and developing hypotheses about gene functions. The discovery of hundreds of microRNA (miRNA) genes in animals has provided new challenges for analyzing gene expression and functions. The small size of the mature miRNAs (∼20–24 nucleotides in length) presents difficulties for conventional in situ hybridization methods. However,...
Transcription is the major regulatory target of gene expression in bacteria, and is controlled by many regulatory proteins and RNAs. Microarrays are a powerful tool to study the regulation of transcription on a genomic scale. Here we describe the use of transcription profiling and ChIP-chip to study transcriptional regulation in bacteria. Transcription profiling determines the outcome of regulatory...
Transcription is a sophisticated multi-step process in which RNA polymerase II (Pol II) transcribes a DNA template into RNA in concert with a broad array of transcription initiation, elongation, capping, termination, and histone modifying factors. Recent global analyses of Pol II distribution have indicated that many genes are regulated during the elongation phase, shedding light on a previously underappreciated...
Analysis of the distribution of RNA polymerase II on the genomes of Drosophila and human cells using in vivo protein-DNA crosslinking reveals that RNA polymerase II (Pol II) is concentrated at the 5′-ends of thousands of genes. This appears to be irrespective of transcription levels. Hence, a potential regulatory step in the transcription of many genes occurs after Pol II has associated with the promoter...
Transposable elements can be considered as natural, non-viral gene delivery vehicles capable of efficient genomic insertion. The plasmid-based transposon system of Sleeping Beauty (SB) combines the advantages of viruses and naked DNA molecules. In contrast to plasmid vectors, transposons integrate through a precise, recombinase-mediated mechanism into chromosomes, providing long-term expression of...
As biomedical images and volumes are being collected at an increasing speed, there is a growing demand for efficient means to organize spatial information for comparative analysis. In many scenarios, such as determining gene expression patterns by in situ hybridization, the images are collected from multiple subjects over a common anatomical region, such as the brain. A fundamental challenge in comparing...
Although cytoarchitectonic organization of the mammalian cortex into different lamina has been well-studied, identifying the architectural differences that distinguish cortical areas from one another is more challenging. Localization of large anatomical structures is possible using magnetic resonance imaging or invasive techniques (such as anterograde or retrograde tracing), but identifying patterns...
Spatial gene expression profiles provide a novel means of exploring the structural organization of the brain. Computational analysis of these patterns is made possible by genome-scale mapping of the C57BL/6J mouse brain in the Allen Brain Atlas. Here we describe methodology used to explore the spatial structure of gene expression patterns across a set of 3041 genes chosen on the basis of consistency...
The Allen Brain Atlas (ABA, www.brain-map.org) is a genome wide, spatially registered collection of cellular resolution in situ hybridization gene expression image data of the C57Bl/6J mouse brain. Derived from the ABA, the Anatomic Gene Expression Atlas (AGEA, http://mouse.brain-map.org/agea) has demonstrated both laminar and areal spatial gene expression correlations in the mouse cortex. While the...
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