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Chang KCN, Komm B, Arnold NB, Korc M. The application of differential display as a gene profiling tool. METHODS IN MOLECULAR BIOLOGY (CLIFTON, N.J.) 2007; 383:31-40. [PMID: 18217677 DOI: 10.1007/978-1-59745-335-6_3] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Differential display is an effective expression profiling tool which was first introduced in 1992. The original technique is discussed along with modifications that have been described over the last several years. A highly reproducible, semihigh-throughput differential display protocol used in our laboratories is described along with an example of its successful application using pancreatic cancer cells. In addition to the work performed in our laboratories, several examples of successful applications of differential display under a number of scenarios are reviewed. Differential display is one of several expression profiling technologies available and is compared with some of them. The future of differential display remains bright and is as applicable today as it was in 1992.
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Affiliation(s)
- Ken Chien-Neng Chang
- Osteoporosis Research, Women's Health Research Institute, Wyeth Research, Collegeville, PA, USA
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Shackel NA, Seth D, Haber PS, Gorrell MD, McCaughan GW. The hepatic transcriptome in human liver disease. COMPARATIVE HEPATOLOGY 2006; 5:6. [PMID: 17090326 PMCID: PMC1665460 DOI: 10.1186/1476-5926-5-6] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 12/08/2005] [Accepted: 11/07/2006] [Indexed: 02/07/2023]
Abstract
The transcriptome is the mRNA transcript pool in a cell, organ or tissue with the liver transcriptome being amongst the most complex of any organ. Functional genomics methodologies are now being widely utilized to study transcriptomes including the hepatic transcriptome. This review outlines commonly used methods of transcriptome analysis, especially gene array analysis, focusing on publications utilizing these methods to understand human liver disease. Additionally, we have outlined the relationship between transcript and protein expressions as well as summarizing what is known about the variability of the transcriptome in non-diseased liver tissue. The approaches covered include gene array analysis, serial analysis of gene expression, subtractive hybridization and differential display. The discussion focuses on primate whole organ studies and in-vitro cell culture systems utilized. It is now clear that there are a vast number research opportunities for transcriptome analysis of human liver disease as we attempt to better understand both non-diseased and disease hepatic mRNA expression. We conclude that hepatic transcriptome analysis has already made significant contributions to the understanding of human liver pathobiology.
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Affiliation(s)
- Nicholas A Shackel
- AW Morrow Gastroenterology and Liver Centre, Centenary Institute of Cancer Medicine and Cell Biology, Royal Prince Alfred Hospital and The University of Sydney, Sydney, Australia
| | - Devanshi Seth
- AW Morrow Gastroenterology and Liver Centre, Centenary Institute of Cancer Medicine and Cell Biology, Royal Prince Alfred Hospital and The University of Sydney, Sydney, Australia
| | - Paul S Haber
- AW Morrow Gastroenterology and Liver Centre, Centenary Institute of Cancer Medicine and Cell Biology, Royal Prince Alfred Hospital and The University of Sydney, Sydney, Australia
| | - Mark D Gorrell
- AW Morrow Gastroenterology and Liver Centre, Centenary Institute of Cancer Medicine and Cell Biology, Royal Prince Alfred Hospital and The University of Sydney, Sydney, Australia
| | - Geoffrey W McCaughan
- AW Morrow Gastroenterology and Liver Centre, Centenary Institute of Cancer Medicine and Cell Biology, Royal Prince Alfred Hospital and The University of Sydney, Sydney, Australia
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Nguyen GH, Nguyen NC, Storm N, Gange C, Gavras H, Smith CL. Targeted cDNA differential display (TcDD). ACTA ACUST UNITED AC 2006; 23:41-54. [PMID: 16466965 DOI: 10.1016/j.bioeng.2005.12.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2005] [Revised: 12/03/2005] [Accepted: 12/05/2005] [Indexed: 11/18/2022]
Abstract
Targeted cDNA differential display (TcDD) was developed to study expression of a different selected gene families especially those at low copy numbers per cell. This method is an adaptation of our previously described targeted genomic differential display method (TGDD). In TcDD, the expression of genes containing target sequences such as CAG repeating sequences or genes encoding for zinc-finger binding proteins were followed in an experimental rat model with salt-induced hypertension. DNA sequencing experiments demonstrated that the effectiveness of targeting was greater than 99%.
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Affiliation(s)
- Giang H Nguyen
- Molecular Biology Research Laboratory and Department of Biomedical Engineering, Boston, MA 02215, USA
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Kannanayakal TJ, Eberwine J. mRNA methods used in dissecting gene expression of the brain. Ageing Res Rev 2005; 4:513-28. [PMID: 16257586 DOI: 10.1016/j.arr.2005.09.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2005] [Accepted: 09/07/2005] [Indexed: 10/25/2022]
Affiliation(s)
- Theresa Joseph Kannanayakal
- Department of Pharmacology, University of Pennsylvania School of Medicine, 37 John Morgan Building, 3620 Hamilton Walk, Philadelphia, PA 19104-6084, USA
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Day RC, Grossniklaus U, Macknight RC. Be more specific! Laser-assisted microdissection of plant cells. TRENDS IN PLANT SCIENCE 2005; 10:397-406. [PMID: 16027030 DOI: 10.1016/j.tplants.2005.06.006] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2005] [Revised: 05/24/2005] [Accepted: 06/24/2005] [Indexed: 05/03/2023]
Abstract
Laser-assisted microdissection (LAM) is a powerful tool for isolating specific tissues, cell types and even organelles from sectioned biological specimen in a manner conducive to the extraction of RNA, DNA or protein. LAM, which is an established technique in many areas of biology, has now been successfully adapted for use with plant tissues. Here, we provide an overview of the processes involved in conducting a successful LAM study in plants and review recent developments that have made this technique even more desirable. We also discuss how the technology might be exploited to answer some pertinent questions in plant biology.
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Affiliation(s)
- Robert C Day
- Department of Biochemistry, University of Otago, Dunedin, New Zealand
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O'Hara EF, Williams MB, Rott L, Abola P, Hansen N, Jones T, Gurjal MR, Federspiel N, Butcher EC. Modified representational difference analysis: isolation of differentially expressed mRNAs from rare cell populations. Anal Biochem 2005; 336:221-30. [PMID: 15620887 DOI: 10.1016/j.ab.2004.10.014] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2004] [Indexed: 11/20/2022]
Abstract
Representational difference analysis of cDNAs (cDNA-RDA) is a sensitive subtractive hybridization technique capable of isolating rare mRNAs differentially expressed in two cell populations. cDNA-RDA can detect sequences represented at 0.0001% in the starting mRNA. By using reverse transcriptase polymerase chain reaction (PCR), cDNA-RDA also lends itself to studies in which samples are derived from limited numbers of cells. Standard cDNA-RDA protocols depend upon the presence of specific restriction enzyme sites in each cDNA, typically enzymes with four base recognition sequences. These sites are used to reduce the cDNA size range and provide primer sites for subsequent PCR amplification. Consequently, transcripts containing fewer than two of the chosen restriction sites are undetectable by cDNA-RDA. We have developed a restriction enzyme site-independent cDNA-RDA protocol called modified RDA (MRDA). We constructed MRDA test sequences from random hexamer-primed cDNA, thereby increasing the representation of mRNAs which are excluded by cDNA-RDA protocols. MRDA is also more efficient than cDNA-RDA at removing highly expressed housekeeping genes during the subtractive hybridization process, thereby allowing more efficient isolation of preferentially expressed mRNAs. Using MRDA, we isolated cDNAs differentially expressed between limited numbers of human CD4(+) naive and memory T lymphocyte subsets and skin- and gut-homing memory T cell subsets.
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Affiliation(s)
- Edward F O'Hara
- Laboratory of Immunology and Vascular Biology, Department of Pathology, Stanford University School of Medicine, Stanford, CA 94305, USA.
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Lefebvre C, Cocquerelle C, Vandenbulcke F, Hot D, Huot L, Lemoine Y, Salzet M. Transcriptomic analysis in the leech Theromyzon tessulatum: involvement of cystatin B in innate immunity. Biochem J 2004; 380:617-25. [PMID: 15089746 PMCID: PMC1224237 DOI: 10.1042/bj20040478] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2004] [Revised: 04/16/2004] [Accepted: 04/19/2004] [Indexed: 11/17/2022]
Abstract
At the present time, there is little information on mechanisms of innate immunity in invertebrate groups other than insects, especially annelids. In the present study, we have performed a transcriptomic study of the immune response in the leech Theromyzon tessulatum after bacterial challenge, by a combination of differential display RT (reverse transcriptase)-PCR and cDNA microarrays. The results show relevant modulations concerning several known and unknown genes. Indeed, threonine deaminase, malate dehydrogenase, cystatin B, polyadenylate-binding protein and alpha-tubulin-like genes are up-regulated after immunostimulation. We focused on cystatin B (stefin B), which is an inhibitor of cysteine proteinases involved in the vertebrate immune response. We have cloned the full-length cDNA and named the T. tessulatum gene as Tt-cysb. Main structural features of cystatins were identified in the derived amino acid sequence of Tt-cysb cDNA; namely, a glycine residue in the N-terminus and a consensus sequence of Gln-Xaa-Val-Xaa-Gly (QXVXG) corresponding to the catalytic site. Moreover, Tt-cysb is the first cystatin B gene characterized in invertebrates. We have determined by in situ hybridization and immunocytochemistry that Tt-cysb is only expressed in large coelomic cells. In addition, this analysis confirmed that Tt-cysb is up-regulated after bacterial challenge, and that increased expression occurs only in coelomic cells. These data demonstrate that the innate immune response in the leech involves a cysteine proteinase inhibitor that is not found in ecdysozoan models, such as Drosophila melanogaster or Caenorhabditis elegans, and so underlines the great need for information about innate immunity mechanisms in different invertebrate groups.
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Affiliation(s)
- Christophe Lefebvre
- Laboratoire de Neuroimmunologie des Annélides, UMR CNRS 8017, SN3, Université des Sciences et Technologies de Lille, 59655 Villeneuve d'Ascq, France
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Cho CH, Nuttall ME. Emerging techniques for the discovery and validation of therapeutic targets for skeletal diseases. Expert Opin Ther Targets 2002; 6:679-89. [PMID: 12472380 DOI: 10.1517/14728222.6.6.679] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Advances in genomics and proteomics have revolutionised the drug discovery process and target validation. Identification of novel therapeutic targets for chronic skeletal diseases is an extremely challenging process based on the difficulty of obtaining high-quality human diseased versus normal tissue samples. The quality of tissue and genomic information obtained from the sample is critical to identifying disease-related genes. Using a genomics-based approach, novel genes or genes with similar homology to existing genes can be identified from cDNA libraries generated from normal versus diseased tissue. High-quality cDNA libraries are prepared from uncontaminated homogeneous cell populations harvested from tissue sections of interest. Localised gene expression analysis and confirmation are obtained through in situ hybridisation or immunohistochemical studies. Cells overexpressing the recombinant protein are subsequently designed for primary cell-based high-throughput assays that are capable of screening large compound banks for potential hits. Afterwards, secondary functional assays are used to test promising compounds. The same overexpressing cells are used in the secondary assay to test protein activity and functionality as well as screen for small-molecule agonists or antagonists. Once a hit is generated, a structure-activity relationship of the compound is optimised for better oral bioavailability and pharmacokinetics allowing the compound to progress into development. Parallel efforts from proteomics, as well as genetics/transgenics, bioinformatics and combinatorial chemistry, and improvements in high-throughput automation technologies, allow the drug discovery process to meet the demands of the medicinal market. This review discusses and illustrates how different approaches are incorporated into the discovery and validation of novel targets and, consequently, the development of potentially therapeutic agents in the areas of osteoporosis and osteoarthritis. While current treatments exist in the form of hormone replacement therapy, antiresorptive and anabolic agents for osteoporosis, there are no disease-modifying therapies for the treatment of the most common human joint disease, osteoarthritis. A massive market potential for improved options with better safety and efficacy still remains. Therefore, the application of genomics and proteomics for both diseases should provide much needed novel therapeutic approaches to treating these major world health problems.
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Affiliation(s)
- Christine H Cho
- GlaxoSmithKline Pharmaceuticals, Department of Musculoskeletal Diseases, UW2109, 709 Swedeland Rd, King of Prussia, PA 19406, USA
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Krebs KC, Brzoza KL, Lan Q. Use of subtracted libraries and macroarray to isolate developmentally specific genes from the mosquito, Aedes aegypti. INSECT BIOCHEMISTRY AND MOLECULAR BIOLOGY 2002; 32:1757-1767. [PMID: 12429127 DOI: 10.1016/s0965-1748(02)00116-9] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Subtracted cDNA libraries were screened with cDNA macroarrays to isolate larval and pupal stage-specific genes from Aedes aegypti. Of 103 partial cDNAs sequenced from the 4th instar subtracted cDNA library, 62 have counterpart genes in other organisms while 41 of them have no significant similarity to any known genes. Sequences of 116 partial cDNA clones from the pupal subtracted library revealed that 57 belong to unknown genes and 59 have homologous genes in other organisms. Results of cDNA macroarrays showed that 42-50% of randomly selected genes in the subtracted cDNA libraries were differentially expressed. Of the unknown genes, transcripts of 15-19% of the genes were detected in larval or pupal stages, respectively. The results indicate that a subtracted cDNA library in combination with a cDNA macroarray can be used effectively to identify genes expressed in a particular stage.
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Affiliation(s)
- Kendall C Krebs
- Department of Entomology, University of Wisconsin-Madison, 53706, USA
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Madsen SA, Weber PSD, Burton JL. Altered expression of cellular genes in neutrophils of periparturient dairy cows. Vet Immunol Immunopathol 2002; 86:159-75. [PMID: 12007882 DOI: 10.1016/s0165-2427(02)00020-x] [Citation(s) in RCA: 37] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
The periparturient dairy cow undergoes a plethora of physiological changes, including changes in the immune system that lead to profound effects on animal health. Of the immune cells affected at parturition, the neutrophil has been of particular interest due to its primary role in innate immune defense against mastitis. Immune functions of bovine neutrophils are known to be depressed around parturition, but it has not been discerned at what level these alterations occur, including the possibility that parturition induces changes in expression of key genes. The hypothesis of the present study was that blood neutrophils respond to the physiology of parturition by altering the expression of genes needed for normal cellular functions. The main objectives of the study were to detect and characterize parturition induced changes in neutrophil gene expression, to determine if altered gene expression was significantly associated with the main steroid hormones of bovine parturition, and to obtain putative identities of differentially expressed neutrophil genes. Differential gene expression was detected and characterized through mRNA abundance changes in neutrophils, and steroid hormone concentrations by RIA assay of periparturient serum samples. Preliminary assessment of differential gene expression was done using differential display reverse transcription polymerase chain reaction (DDRT-PCR) followed by secondary screening using high throughput cDNA dot blot hybridization. Altered gene expression was confirmed using Northern blot hybridization and detailed expression patterns characterized using quantitative slot blot analysis. The identities of two fully characterized transcripts with clear parturition induced repression (P< or =0.02) in neutrophils had high DNA sequence homology with genes that encode bovine mitochondrial cytochrome b (cytb) and rig/ribosomal protein S15 (rig/RPS15). These proteins are critical for normal respiratory metabolism and translation in cells, respectively. The gene expression profiles for cytb were significantly related to serum progesterone concentration (r=0.44) and for rig/RPS15 to progesterone and estradiol concentrations (r=0.35, 0.36, respectively). Eleven additional transcripts showed evidence of parturition induced repression in neutrophils and were putatively identified as representing genes of the citric acid cycle and various DNA binding proteins. Results of this study show for the first time that genes regulating basic life functions of bovine neutrophils may be repressed by parturition, possibly due to influences of steroid hormones.
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MESH Headings
- Animals
- Blotting, Northern/veterinary
- Cattle/blood
- Cattle/immunology
- Cytochrome b Group/biosynthesis
- Cytochrome b Group/genetics
- DNA, Complementary/chemistry
- DNA, Complementary/genetics
- DNA, Complementary/immunology
- Estradiol/blood
- Female
- Gene Expression Profiling/veterinary
- Gene Expression Regulation/immunology
- Hydrocortisone/blood
- Labor, Obstetric/blood
- Labor, Obstetric/immunology
- Neutrophils/immunology
- Neutrophils/metabolism
- Neutrophils/physiology
- Nucleic Acid Hybridization
- Pregnancy
- Progesterone/blood
- RNA, Messenger/chemistry
- RNA, Messenger/genetics
- RNA, Messenger/immunology
- Reverse Transcriptase Polymerase Chain Reaction/veterinary
- Ribosomal Proteins/biosynthesis
- Ribosomal Proteins/genetics
- Sequence Analysis, DNA
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Affiliation(s)
- Sally A Madsen
- Immunogenetics Laboratory, Department of Animal Science, 1205E Anthony Hall, Michigan State University, East Lansing 48824, USA
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Current Awareness on Comparative and Functional Genomics. Comp Funct Genomics 2001. [PMCID: PMC2448396 DOI: 10.1002/cfg.59] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
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