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Large-scale tag/PCR-based gene expression profiling. World J Microbiol Biotechnol 2015; 30:2125-39. [PMID: 24659336 DOI: 10.1007/s11274-014-1641-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2014] [Accepted: 03/16/2014] [Indexed: 10/25/2022]
Abstract
An intriguing enigma in molecular biology is how genes within a single genome are differentially expressed in different cell types of a multicellular organism, or in response to different developmental or environmental queues in a single cell type. Quantification of transcript levels on a genome-wide scale, often termed transcript profiling, provides a powerful approach to identifying protein-coding and non-coding RNAs functionally relevant to a given biological process. Indeed, transcriptome analysis has been a key area of biological inquiry for decades and successfully produced discoveries in a multitude of processes and disease states, and in an increasingly large number of organisms. The evolution of technologies with increasing levels of informational content, ranging from hybridization-based technologies such as Northern blot analysis and microarrays to tag/polymerase chain reaction (PCR)- and sequence-based technologies including differential display and SAGE, along with the next-generation sequencing, has provided hope for revealing the molecular details of biological systems as they respond to change. This review is an overview of selected high throughput tag/PCR-based methods for genome-wide expression profiling amenable to high-throughput automated operation in any standard laboratory.
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Koekemoer AL, Chong NW, Goodall AH, Samani NJ. Myocyte stress 1 plays an important role in cellular hypertrophy and protection against apoptosis. FEBS Lett 2009; 583:2964-7. [PMID: 19686740 DOI: 10.1016/j.febslet.2009.08.011] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2009] [Revised: 07/31/2009] [Accepted: 08/07/2009] [Indexed: 11/30/2022]
Abstract
Myocyte stress 1 (MS1) is a recently described striated muscle actin-binding protein that is up-regulated in the early stages of pressure overload left ventricular hypertrophy. The aim of this study was to determine whether MS1 induces cellular hypertrophy and protects against apoptosis. Over-expressed MS1 co-localized with actin in H9c2 cells and altered expression of genes of the myocardin-related transcription factor (MRTF)/serum response factor (SRF) transcriptional pathways and in addition the apoptosis repressor with caspase recruitment domain (Nol3) gene. The size of cells over-expressing MS1 was significantly increased by 55% and over-expression of MS1 dramatically inhibited staurosporine-induced apoptosis by 89%. These findings suggest the involvement of MS1 in cellular hypertrophy and protection against apoptosis.
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Affiliation(s)
- Andrea L Koekemoer
- Department of Cardiovascular Sciences, University of Leicester, Glenfield General Hospital, Leicester, UK
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Sherwin R, Catalano R, Sharkey A. Large-scale gene expression studies of the endometrium: what have we learnt? Reproduction 2006; 132:1-10. [PMID: 16816328 DOI: 10.1530/rep.1.00355] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The endometrium is a dynamic tissue that undergoes coordinated changes under the influence of steroid hormones. This results in proliferation and differentiation culminating in a receptive state, followed by menstruation and endometrial repair. These functions involve complex interactions between the epithelium, stroma and leucocytes in the endometrium. Understanding the underlying causes of endometrial disorders, such as infertility, endometriosis and heavy menstrual bleeding, therefore represents a considerable challenge. Recently developed techniques, such as differential display and DNA microarrays permit the abundance of thousands of mRNA transcripts within cells or tissues to be measured simultaneously. This provides a new approach to understanding the complex interactions that underlie both healthy and disease states. Responses of the endometrium to hormones or drugs can be studied and the response of the system as an integrated whole can be assessed. Comparisons of endometrium from healthy women and those with endometrial dysfunction have advanced our understanding of key areas of endometrial physiology, including infertility, receptivity, endometriosis and cancer. Using this approach, novel genes controlling specific endometrial functions like receptivity have been identified for functional testing. This paper will review the impact of these techniques for transcript profiling on our understanding of selected areas of endometrial biology and discuss the potential applications in future.
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Affiliation(s)
- Rob Sherwin
- Department of Obstetrics and Gynaecology, The Rosie Hospital, Robinson Way, Cambridge CB2 2SW, UK
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Wilson KE, Ryan MM, Prime JE, Pashby DP, Orange PR, O'Beirne G, Whateley JG, Bahn S, Morris CM. Functional genomics and proteomics: application in neurosciences. J Neurol Neurosurg Psychiatry 2004; 75:529-38. [PMID: 15026490 PMCID: PMC1739030 DOI: 10.1136/jnnp.2003.026260] [Citation(s) in RCA: 62] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
The sequencing of the complete genome for many organisms, including man, has opened the door to the systematic understanding of how complex structures such as the brain integrate and function, not only in health but also in disease. This blueprint, however, means that the piecemeal analysis regimes of the past are being rapidly superseded by new methods that analyse not just tens of genes or proteins at any one time, but thousands, if not the entire repertoire of a cell population or tissue under investigation. Using the most appropriate method of analysis to maximise the available data therefore becomes vital if a complete picture is to be obtained of how a system or individual cell is affected by a treatment or disease. This review examines what methods are currently available for the large scale analysis of gene and protein expression, and what are their limitations.
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Affiliation(s)
- K E Wilson
- MRC Building, Newcastle General Hospital, Westgate Road, Newcastle upon Tyne, UK
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Prost S, LeDiscorde M, Haddad R, Gluckman JC, Canque B, Kirszenbaum M. Characterization of a novel hematopoietic marker expressed from early embryonic hematopoietic stem cells to adult mature lineages. Blood Cells Mol Dis 2002; 29:236-48. [PMID: 12490290 DOI: 10.1006/bcmd.2002.0563] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
A novel membrane protein has been identified in the course of screening for differentially expressed cDNAs in human embryonic hematopoietic sites. This 37- to 38-kDa molecule, designated KLIP-1 (killer lineage protein), consisting of 350 amino acids and containing five transmembrane domains, is encoded by the 5093-bp KLIP-1 gene, composed of nine exons and located on chromosome 6 (6p21.1-6p21.2). We found the KLIP-1 protein to be expressed by nucleated hematopoietic cells, from early embryonic hematopoietic stem cells through mature adult blood lymphoid lineages, either as membrane or as cytoplasmic molecules. In day-30/32 human embryo sections, KLIP-1 protein expression is restricted to circulating hematopoietic cells at hematopoiesis sites. Membrane KLIP-1 is expressed by fetal and adult GP-A(+) erythroblasts, the fetal liver CD34(+) subset, fetal spleen, and adult bone marrow CD56(+) NK and CD19(+) B cells. Among mature blood cells, surface KLIP-1 expression is restricted to CD56(+) NK cells, indicating KLIP-1 to be a novel marker of this population. Altogether, these results indicate that membrane export of KLIP-1 antigen is developmentally and ontogenetically regulated. The high degree of conservation of the KLIP-1 protein sequence among mammals strongly suggests that it plays an important role during hematopoiesis and may exercise similar functions in human and mouse blood cells. The KLIP-1 molecule may therefore constitute a powerful tool for improving knowledge of both human hematopoiesis and NK cell ontogeny and immune functions.
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Affiliation(s)
- Stéphane Prost
- Commissariat à l'Energie Atomique, Direction des Sciences du Vivant, Département de Recherche Médicale Service de Neurovirologie, Fontenay aux Roses, France
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Mahadeva H, Brooks G, Lodwick D, Chong NW, Samani NJ. ms1, a novel stress-responsive, muscle-specific gene that is up-regulated in the early stages of pressure overload-induced left ventricular hypertrophy. FEBS Lett 2002; 521:100-4. [PMID: 12067735 DOI: 10.1016/s0014-5793(02)02833-8] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
We have identified and characterised a cDNA encoding a novel gene, designated myocyte stress 1 (ms1), that is up-regulated within 1 h in the left ventricle following the application of pressure overload by aortic banding in the rat. The deduced ms1 protein of 317 amino acids contains several putative functional motifs, including a region that is evolutionarily conserved. Distribution analysis indicates that rat ms1 mRNA expression is predominantly expressed in striated muscle and progressively increases in the left ventricle from embryo to adulthood. These findings suggest that ms1 may be important in striated muscle biology and the development of pressure-induced left ventricular hypertrophy.
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Affiliation(s)
- Harin Mahadeva
- Division of Cardiology, University of Leicester, Clinical Sciences Wing, Glenfield General Hospital, UK.
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Zolk O, Frohme M, Maurer A, Kluxen FW, Hentsch B, Zubakov D, Hoheisel JD, Zucker IH, Pepe S, Eschenhagen T. Cardiac ankyrin repeat protein, a negative regulator of cardiac gene expression, is augmented in human heart failure. Biochem Biophys Res Commun 2002; 293:1377-82. [PMID: 12054667 DOI: 10.1016/s0006-291x(02)00387-x] [Citation(s) in RCA: 70] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
The technique of representational difference analysis of cDNA has been applied to screen for differentially expressed genes in a canine model of pacing-induced heart failure. We identified the canine homolog of the cardiac ankyrin repeat protein (CARP) which has been shown to be involved in the regulation of the transcription of cardiac genes. To confirm the significance for human heart failure, cardiac tissue specimens obtained from non-failing donor hearts and from explanted hearts from patients with end-stage heart failure were investigated. CARP mRNA and protein levels were markedly increased in failing left ventricles. Interestingly, alterations in CARP expression were restricted to ventricular tissue and were not observed in atria. Fractionation experiments revealed that CARP was expressed predominantly in the nuclei consistent with the proposed function of CARP as a modulator of transcription. Together, these findings raise the possibility that augmented ventricular CARP expression may play a role in the pathogenesis of human heart failure.
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Affiliation(s)
- Oliver Zolk
- Institut für Experimentelle und Klinische Pharmakologie und Toxikologie, Friedrich-Alexander-Universität Erlangen-Nürnberg, Fahrstr. 17, 91054 Erlangen, Germany.
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Bahn S, Mimmack M, Ryan M, Caldwell MA, Jauniaux E, Starkey M, Svendsen CN, Emson P. Neuronal target genes of the neuron-restrictive silencer factor in neurospheres derived from fetuses with Down's syndrome: a gene expression study. Lancet 2002; 359:310-5. [PMID: 11830198 DOI: 10.1016/s0140-6736(02)07497-4] [Citation(s) in RCA: 157] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
BACKGROUND Identification of genes and characterisation of their function is an essential step towards understanding complex pathophysiological abnormalities in Down's syndrome. We did a study to investigate abnormalities in gene expression in human neuronal stem cells and progenitor cells from Down's syndrome and control post-mortem human fetal tissue. METHODS Indexing-based differential display PCR was done on neuronal precursor cells derived from the cortex of a fetus with Down's syndrome, and findings were compared with those of two control samples. Findings were validated against neurosphere preparations from three independent Down's syndrome fetuses and five independent controls by real-time quantitative PCR. FINDINGS Results of differential display PCR analysis showed that SCG10--a neuron--specific growth-associated protein regulated by the neuron-restrictive silencer factor REST-was almost undetectable in the Down's syndrome sample. This finding was validated by real-time PCR. We also found that other genes regulated by the REST transcription factor were selectively repressed, whereas non-REST-regulated genes with similar functions were unaffected. Changes in expression of several key developmental genes in the Down's syndrome stem-cell and progenitor-cell pool correlated with striking changes in neuron morphology after differentiation. INTERPRETATION Our findings suggest a link between dysregulation of the REST transcription factor and some of the neurological deficits seen in Down's syndrome. Experimental REST downregulation has been shown to trigger apoptosis, which could account for the striking and selective loss of neurons in the differentiated Down's syndrome cell preparations.
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Affiliation(s)
- Sabine Bahn
- Department of Neurobiology, Babraham Institute, Cambridge CB2 4AT, UK.
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Abstract
Molecular indexing sorts DNA fragments into subsets for inter-sample comparisons. Type IIS or interrupted palindrome restriction endonucleases, which result in single-stranded ends not including the original recognition sequence of the enzyme, are used to produce the fragments. The ends can then be any sequence but will always be specific for a given fragment. Fragments with particular ends are selected by ligation to a corresponding indexing adapter. We describe iterative indexing, a new process that after an initial round of indexing uses a Type IIS restriction endonuclease to expose additional sequence for further indexing. New plasmids, pINDnn, were produced for novel use as indexing adapters. Together, the plasmids index all 16 possible dinucleotides. Their large size can be increased by dimerisation in vitro and allows the isolation of indexed material by size separation. Fragments produced from human genomic DNA by Type II restriction endonucleases were sorted using six bases in total to a possible enrichment of 1920-fold. By comparison with the public human sequence databases, fidelity of indexing was shown to be high and was tolerant of repetitive sequences. Genome-wide comparisons on a candidate or non-candidate basis are made possible by this approach.
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Affiliation(s)
- D R Sibson
- J. K. Douglas Laboratories, Clatterbridge Cancer Research Trust, Clatterbridge Hospital, Bebington, Wirral CH63 4JY, UK.
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Bahn S, Augood SJ, Ryan M, Standaert DG, Starkey M, Emson PC. Gene expression profiling in the post-mortem human brain--no cause for dismay. J Chem Neuroanat 2001; 22:79-94. [PMID: 11470556 DOI: 10.1016/s0891-0618(01)00099-0] [Citation(s) in RCA: 115] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Global expression profiling techniques such as microarray technology promise to revolutionize biology. Soon it will be possible to investigate alterations at the transcript level of the entire human genome. There is great hope that these techniques will at last shed light on the pathological processes involved in complex neuropsychiatric disorders such as schizophrenia. These scientific advances in turn have re-kindled a great interest and demand for post-mortem brain tissue. Good quality post-mortem tissue undoubtedly is the fundamental prerequisite to investigate complex brain disorders with molecular profiling techniques. In this review we show that post-mortem brain tissue can yield good quality mRNA and intact protein antigens which allow the successful application of traditional molecular biology methods as well as novel profiling techniques. We also consider the use of laser-capture microdissection on post-mortem tissue. This recently developed technique allows the experimenter to explore the molecular basis of cellular function at the single cell level. The combination of laser-capture microdissection with high throughput profiling techniques offers opportunities to obtain precise genetic fingerprints of individual neurons allowing comparisons of normal and pathological states.
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Affiliation(s)
- S Bahn
- Department of Neurobiology, Babraham Institute, CB2 4AT, Cambridge, UK.
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Ryan M, Starkey M, Faull R, Emson P, Bahn S. Indexing-based differential display--studies on post-mortem Alzheimer's brains. BRAIN RESEARCH. MOLECULAR BRAIN RESEARCH 2001; 88:199-202. [PMID: 11295249 DOI: 10.1016/s0169-328x(01)00007-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
In this study we demonstrate for the first time that a novel indexing-based differential display technique generates valid and reproducible results when applied to human post-mortem tissue. We studied expression profiles in prefrontal cortex tissue derived from Alzheimer's disease (AD) and control brains, respectively, and found robust changes in several expressed genes, some of which have a known association with the disease process in AD. These included the dramatic reduction of calcineurin (known to be involved in tau phosphorylation) and GAP-43 (associated with synapse remodelling). Differential display results were confirmed by semi-quantitative RT-PCR on a larger number of brains.
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Affiliation(s)
- M Ryan
- Department of Neurobiology, Babraham Institute, Cambridge CB2 4AT, UK
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Benoit GR, Tong JH, Balajthy Z, Lanotte M. Exploring (novel) gene expression during retinoid-induced maturation and cell death of acute promyelocytic leukemia. Semin Hematol 2001; 38:71-85. [PMID: 11172541 DOI: 10.1016/s0037-1963(01)90007-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
During recent years, reports have shown that biological responses of acute promyelocytic leukemia (APL) cells to retinoids are more complex than initially envisioned. PML-RARalpha chimeric protein disturbs various biological processes such as cell proliferation, differentiation, and apoptosis. The distinct biological programs that regulate these processes stem from specific transcriptional activation of distinct (but overlapping) sets of genes. These programs are sometimes mutually exclusive and depend on whether the signals are delivered by RAR or RXR agonists. Furthermore, evidence that retinoid nuclear signaling by retinoid, on its own, is not enough to trigger these cellular responses is rapidly accumulating. Indeed, work with NB4 cells show that the fate of APL cells treated by retinoid depends on complex signaling cross-talk. Elucidation of the sequence of events and cascades of transcriptional regulation necessary for APL cell maturation will be an additional tool with which to further improve therapy by retinoids. In this task, the classical techniques used to analyze gene expression have proved time consuming, and their yield has been limited. Global analyses of the APL cell transcriptome are needed. We review the technical approaches currently available (differential display, complementary DNA microarrays), to identify novel genes involved in the determination of cell fate.
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Affiliation(s)
- G R Benoit
- INSERM U-496, Institut Universitaire d'Hématologie, H pital Saint-Louis, Paris, France
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