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Podgorny OV, Lazarev VN. Laser microdissection: A promising tool for exploring microorganisms and their interactions with hosts. J Microbiol Methods 2017; 138:82-92. [PMID: 26775287 DOI: 10.1016/j.mimet.2016.01.001] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2015] [Revised: 11/11/2015] [Accepted: 01/01/2016] [Indexed: 12/14/2022]
Abstract
Laser microdissection is a method that allows for the isolation of homogenous cell populations from their native niches in tissues for downstream molecular assays. This method is widely used for genomic analysis, gene expression profiling and proteomic and metabolite assays in various fields of biology, but it remains an uncommon approach in microbiological research. In spite of the limited number of publications, laser microdissection was shown to be an extremely useful method for studying host-microorganism interactions in animals and plants, investigating bacteria within biofilms, identifying uncultivated bacteria and performing single prokaryotic cell analysis. The current paper describes the methodological aspects of commercially available laser microdissection instruments and representative examples that demonstrate the advantages of this method for resolving a variety of issues in microbiology.
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Affiliation(s)
- Oleg V Podgorny
- Federal Research and Clinical Center of Physical-Chemical Medicine of Federal Medical Biological Agency, 1a Malaya Pirogovskaya Str., Moscow 119435, Russia; Koltzov Institute of Developmental Biology of the Russian Academy of Sciences, 26 Vavilov Str., Moscow 119334, Russia.
| | - Vassili N Lazarev
- Federal Research and Clinical Center of Physical-Chemical Medicine of Federal Medical Biological Agency, 1a Malaya Pirogovskaya Str., Moscow 119435, Russia
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2
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Greulich KO. Manipulation of cells with laser microbeam scissors and optical tweezers: a review. REPORTS ON PROGRESS IN PHYSICS. PHYSICAL SOCIETY (GREAT BRITAIN) 2017; 80:026601. [PMID: 28008877 DOI: 10.1088/1361-6633/80/2/026601] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
The use of laser microbeams and optical tweezers in a wide field of biological applications from genomic to immunology is discussed. Microperforation is used to introduce a well-defined amount of molecules into cells for genetic engineering and optical imaging. The microwelding of two cells induced by a laser microbeam combines their genetic outfit. Microdissection allows specific regions of genomes to be isolated from a whole set of chromosomes. Handling the cells with optical tweezers supports investigation on the attack of immune systems against diseased or cancerous cells. With the help of laser microbeams, heart infarction can be simulated, and optical tweezers support studies on the heartbeat. Finally, laser microbeams are used to induce DNA damage in living cells for studies on cancer and ageing.
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Mantikou E, Bruning O, Mastenbroek S, Repping S, Breit TM, de Jong M. Evaluation of ribonucleic acid amplification protocols for human oocyte transcriptome analysis. Fertil Steril 2016; 105:511-9.e4. [DOI: 10.1016/j.fertnstert.2015.10.025] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2015] [Revised: 10/14/2015] [Accepted: 10/26/2015] [Indexed: 12/31/2022]
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Faherty SL, Campbell CR, Larsen PA, Yoder AD. Evaluating whole transcriptome amplification for gene profiling experiments using RNA-Seq. BMC Biotechnol 2015; 15:65. [PMID: 26223446 PMCID: PMC4520150 DOI: 10.1186/s12896-015-0155-7] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2014] [Accepted: 04/27/2015] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND RNA-Seq has enabled high-throughput gene expression profiling to provide insight into the functional link between genotype and phenotype. Low quantities of starting RNA can be a severe hindrance for studies that aim to utilize RNA-Seq. To mitigate this bottleneck, whole transcriptome amplification (WTA) technologies have been developed to generate sufficient sequencing targets from minute amounts of RNA. Successful WTA requires accurate replication of transcript abundance without the loss or distortion of specific mRNAs. Here, we test the efficacy of NuGEN's Ovation RNA-Seq V2 system, which uses linear isothermal amplification with a unique chimeric primer for amplification, using white adipose tissue from standard laboratory rats (Rattus norvegicus). Our goal was to investigate potential biological artifacts introduced through WTA approaches by establishing comparisons between matched raw and amplified RNA libraries derived from biological replicates. RESULTS We found that 93% of expressed genes were identical between all unamplified versus matched amplified comparisons, also finding that gene density is similar across all comparisons. Our sequencing experiment and downstream bioinformatic analyses using the Tuxedo analysis pipeline resulted in the assembly of 25,543 high-quality transcripts. Libraries constructed from raw RNA and WTA samples averaged 15,298 and 15,253 expressed genes, respectively. Although significant differentially expressed genes (P < 0.05) were identified in all matched samples, each of these represents less than 0.15% of all shared genes for each comparison. CONCLUSIONS Transcriptome amplification is efficient at maintaining relative transcript frequencies with no significant bias when using this NuGEN linear isothermal amplification kit under ideal laboratory conditions as presented in this study. This methodology has broad applications, from clinical and diagnostic, to field-based studies when sample acquisition, or sample preservation, methods prove challenging.
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Affiliation(s)
| | - C Ryan Campbell
- Department of Biology, Duke University, Durham, NC, 27708, USA.
| | - Peter A Larsen
- Department of Biology, Duke University, Durham, NC, 27708, USA.
| | - Anne D Yoder
- Department of Biology, Duke University, Durham, NC, 27708, USA.
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McClure CD, Southall TD. Getting Down to Specifics: Profiling Gene Expression and Protein-DNA Interactions in a Cell Type-Specific Manner. ADVANCES IN GENETICS 2015; 91:103-151. [PMID: 26410031 PMCID: PMC4604662 DOI: 10.1016/bs.adgen.2015.06.003] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
The majority of multicellular organisms are comprised of an extraordinary range of cell types, with different properties and gene expression profiles. Understanding what makes each cell type unique and how their individual characteristics are attributed are key questions for both developmental and neurobiologists alike. The brain is an excellent example of the cellular diversity expressed in the majority of eukaryotes. The mouse brain comprises of approximately 75 million neurons varying in morphology, electrophysiology, and preferences for synaptic partners. A powerful process in beginning to pick apart the mechanisms that specify individual characteristics of the cell, as well as their fate, is to profile gene expression patterns, chromatin states, and transcriptional networks in a cell type-specific manner, i.e., only profiling the cells of interest in a particular tissue. Depending on the organism, the questions being investigated, and the material available, certain cell type-specific profiling methods are more suitable than others. This chapter reviews the approaches presently available for selecting and isolating specific cell types and evaluates their key features.
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Affiliation(s)
- Colin D. McClure
- Department of Life Sciences, Imperial College London, Sir Ernst Chain Building, South Kensington Campus, London SW7 2AZ, United Kingdom
| | - Tony D. Southall
- Department of Life Sciences, Imperial College London, Sir Ernst Chain Building, South Kensington Campus, London SW7 2AZ, United Kingdom
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Wang M, Wang HH, Lakatta EG. Milk fat globule epidermal growth factor VIII signaling in arterial wall remodeling. Curr Vasc Pharmacol 2014; 11:768-76. [PMID: 22272902 DOI: 10.2174/1570161111311050014] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2011] [Revised: 12/15/2011] [Accepted: 01/03/2012] [Indexed: 12/11/2022]
Abstract
Arterial inflammation and remodeling, important sequellae of advancing age, are linked to the pathogenesis of age-associated arterial diseases e.g. hypertension, atherosclerosis, and metabolic disorders. Recently, high-throughput proteomic screening has identified milk fat globule epidermal growth factor VIII (MFG-E8) as a novel local biomarker for aging arterial walls. Additional studies have shown that MFG-E8 is also an element of the arterial inflammatory signaling network. The transcription, translation, and signaling levels of MFG-E8 are increased in aged, atherosclerotic, hypertensive, and diabetic arterial walls in vivo as well as activated vascular smooth muscle cells (VSMC) and a subset of macrophages in vitro. In VSMC, MFG-E8 increases proliferation and invasion as well as the secretion of inflammatory molecules. In endothelial cells (EC), MFG-E8 facilitates apoptosis. In addition, MFG-E8 has been found to be an essential component of the endothelial-derived microparticles that relay biosignals and modulate arterial wall phenotypes. This review mainly focuses upon the landscape of MFG-E8 expression and signaling in adverse arterial remodeling. Recent discoveries have suggested that MFG-E8 associated interventions are novel approaches for the retardation of the enhanced rates of VSMC proliferation and EC apoptosis that accompany arterial wall inflammation and remodeling during aging and age-associated arterial disease.
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Affiliation(s)
- Mingyi Wang
- Laboratory of Cardiovascular Science, National Institute on Aging-National Institutes of Health, 5600 Nathan Shock Drive, Baltimore, MD 21224, USA.
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Nishii K, Usui M, Yamamoto G, Yajima S, Tsukamoto Y, Tanaka J, Tachikawa T, Yamamoto M. The distribution and expression of S100A8 and S100A9 in gingival epithelium of mice. J Periodontal Res 2012; 48:235-42. [DOI: 10.1111/jre.12000] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/18/2012] [Indexed: 01/08/2023]
Affiliation(s)
- K. Nishii
- Department of Periodontology; Showa University School of Dentistry; Ohta-ku Tokyo Japan
- Department of Oral Pathology and Diagnosis; Showa University School of Dentistry; Shinagawa-ku Tokyo Japan
| | - M. Usui
- Department of Periodontology; Showa University School of Dentistry; Ohta-ku Tokyo Japan
- Department of Periodontology; Kyushu Dental College; Kokurakita-ku Kitakyushu city Fukuoka Japan
| | - G. Yamamoto
- Department of Oral Pathology and Diagnosis; Showa University School of Dentistry; Shinagawa-ku Tokyo Japan
| | - S. Yajima
- Department of Periodontology; Showa University School of Dentistry; Ohta-ku Tokyo Japan
- Department of Oral Pathology and Diagnosis; Showa University School of Dentistry; Shinagawa-ku Tokyo Japan
| | - Y. Tsukamoto
- Department of Periodontology; Showa University School of Dentistry; Ohta-ku Tokyo Japan
| | - J. Tanaka
- Department of Oral Pathology and Diagnosis; Showa University School of Dentistry; Shinagawa-ku Tokyo Japan
| | - T. Tachikawa
- Department of Oral Pathology and Diagnosis; Showa University School of Dentistry; Shinagawa-ku Tokyo Japan
- Comprehensive Research Center of Oral Cancer; Showa University School of Dentistry; Shinagawa-ku Tokyo Japan
| | - M. Yamamoto
- Department of Periodontology; Showa University School of Dentistry; Ohta-ku Tokyo Japan
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Wang M, Fu Z, Wu J, Zhang J, Jiang L, Khazan B, Telljohann R, Zhao M, Krug AW, Pikilidou M, Monticone RE, Wersto R, Van Eyk J, Lakatta EG. MFG-E8 activates proliferation of vascular smooth muscle cells via integrin signaling. Aging Cell 2012; 11:500-8. [PMID: 22385834 PMCID: PMC3350574 DOI: 10.1111/j.1474-9726.2012.00813.x] [Citation(s) in RCA: 71] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
An accumulation of milk fat globule EGF-8 protein (MFG-E8) occurs within the context of arterial wall inflammatory remodeling during aging, hypertension, diabetes mellitus, or atherosclerosis. MFG-E8 induces VSMC invasion, but whether it affects VSMC proliferation, a salient feature of arterial inflammation, is unknown. Here, we show that in the rat arterial wall in vivo, PCNA and Ki67, markers of cell cycle activation, increase with age between 8 and 30 months. In fresh and early passage VSMC isolated from old aortae, an increase in CDK4 and PCNA, an increase in the acceleration of cell cycle S and G2 phases, decrease in the G1/G0 phase, and an increase in PDGF and its receptors confer elevated proliferative capacity, compared to young VSMC. Increased coexpression and physical interaction of MFG-E8 and integrin αvβ5 occur with aging in both the rat aortic wall in vivo and in VSMC in vitro. In young VSMC in vitro, MFG-E8 added exogenously, or overexpressed endogenously, triggers phosphorylation of ERK1/2, augmented levels of PCNA and CDK4, increased BrdU incorporation, and promotes proliferation, via αvβ5 integrins. MFG-E8 silencing, or its receptor inhibition, or the blockade of ERK1/2 phosphorylation in these cells reduces PCNA and CDK4 levels and decelerates the cell cycle S phase, conferring a reduction in proliferative capacity. Collectively, these results indicate that MFG-E8 in a dose-dependent manner coordinates the expression of cell cycle molecules and facilitates VSMC proliferation via integrin/ERK1/2 signaling. Thus, an increase in MFG-E8 signaling is a mechanism of the age-associated increase in aortic VSMC proliferation.
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MESH Headings
- Age Factors
- Animals
- Antigens, Surface/biosynthesis
- Antigens, Surface/genetics
- Antigens, Surface/metabolism
- Cell Growth Processes/physiology
- Immunohistochemistry
- Integrins/metabolism
- MAP Kinase Signaling System
- Male
- Milk Proteins/biosynthesis
- Milk Proteins/genetics
- Milk Proteins/metabolism
- Muscle, Smooth, Vascular/cytology
- Muscle, Smooth, Vascular/metabolism
- Phosphorylation
- Platelet-Derived Growth Factor/metabolism
- Rats
- Rats, Inbred BN
- Rats, Inbred F344
- Rats, Sprague-Dawley
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Affiliation(s)
- Mingyi Wang
- Laboratory of Cardiovascular Science, Intramural Research Program, National Institute on Aging-National Institutes of Health, Baltimore, MD 21224, USA.
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Tsukamoto Y, Usui M, Yamamoto G, Takagi Y, Tachikawa T, Yamamoto M, Nakamura M. Role of the junctional epithelium in periodontal innate defense and homeostasis. J Periodontal Res 2012; 47:750-7. [PMID: 22587460 DOI: 10.1111/j.1600-0765.2012.01490.x] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
BACKGROUND AND OBJECTIVE The junctional epithelium provides the front-line defense against periodontal bacterial infection. The migration of neutrophils into the junctional epithelium might represent a protective reaction against bacterial infections. However, neutrophils penetrate into the junctional epithelium even under sterile conditions. In this study, we analyzed and compared the number of neutrophils and the cytokine expression related to neutrophil migration in the junctional epithelium in conventional and germ-free mice. MATERIAL AND METHODS Germ-free and conventional ICR mice were used at 12 wk of age. Frozen sections were used for the detection of Gr-1, macrophage inflammatory protein-2 (MIP-2/CXCL2) and proliferating cell nuclear antigen-positive cells in the two groups of mice. Laser capture microdissection and RT-PCR analysis were used to evaluate the expression of keratinocyte-derived chemokine (KC/CXCL1), MIP-2, interleukin-1β (IL-1β) and tumor necrosis factor-α (TNF-α) mRNAs in the two groups of mice. RESULTS Morphometric examination indicated an increase in the area of the junctional epithelium upon bacterial infection. Immunohistochemical studies also detected an increased number of neutrophils in the junctional epithelium upon bacterial infection. Higher up-regulation of KC and MIP-2 were detected in the junctional epithelium of conventional mice than in germ-free mice, whereas the expression of Il-1β and Tnfα mRNAs was not affected. CONCLUSION Junctional epithelium cells constitutively expressed several types of chemokines and cytokines and the expression of chemokines was augmented by bacterial infection. Therefore, the constitutive expression of cytokines in junctional epithelium might be related to the morphological and functional homeostasis of the junctional epithelium in addition to the defense against the bacterial infection.
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Affiliation(s)
- Y Tsukamoto
- Department of Oral Anatomy and Developmental Biology, Showa University School of Dentistry, Shinagawa-ku, Tokyo, Japan
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Braakman RBH, Tilanus-Linthorst MMA, Liu NQ, Stingl C, Dekker LJM, Luider TM, Martens JWM, Foekens JA, Umar A. Optimized nLC-MS workflow for laser capture microdissected breast cancer tissue. J Proteomics 2012; 75:2844-54. [PMID: 22296676 DOI: 10.1016/j.jprot.2012.01.022] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2011] [Revised: 01/12/2012] [Accepted: 01/15/2012] [Indexed: 10/14/2022]
Abstract
Reliable sample preparation is of utmost importance for comparative proteome analysis, particularly when investigating minute amounts of clinical specimens, such as laser capture microdissected tumor tissue. In this study, we present an optimized nanoLC-MS workflow specifically for the analysis of laser capture microdissected breast cancer tissue. Analytical performance of different laser capture microdissection (LCM) functions available on the PALM system, time dependent trypsin digestion efficiency, effect of sample preparation and digestion time on peptide modification, semi-tryptic peptides and missed cleavages were evaluated. Our results show that microdissection from uncoated glass slides results in protein degradation; that protease and phosphatase inhibitors do not result in detectable improvement in number of peptides or semi-tryptic peptides; and that digestion time longer than four hours drastically reduces the number of missed cleavages, but also increases the number of unexpectedly modified peptides. Overalkylation was the most dominant side-reaction, which significantly increased overnight (P=0.05). The latter effect could almost completely be reverted by the use of a quenching agent (P=0.001). Taken together, our results show that it is of importance to carefully control sample handling steps so that reliable protein identification and quantitation can be performed within comparative proteomics studies using LCM. This article is part of a Special Issue entitled: Proteomics: The clinical link.
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Affiliation(s)
- René B H Braakman
- Department of Medical Oncology, Erasmus Medical Center, Rotterdam, The Netherlands.
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Fagman H, Amendola E, Parrillo L, Zoppoli P, Marotta P, Scarfò M, De Luca P, de Carvalho DP, Ceccarelli M, De Felice M, Di Lauro R. Gene expression profiling at early organogenesis reveals both common and diverse mechanisms in foregut patterning. Dev Biol 2011; 359:163-75. [PMID: 21924257 PMCID: PMC3206993 DOI: 10.1016/j.ydbio.2011.08.015] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2011] [Accepted: 08/24/2011] [Indexed: 11/30/2022]
Abstract
The thyroid and lungs originate as neighboring bud shaped outgrowths from the midline of the embryonic foregut. When and how organ specific programs regulate development into structures of distinct shapes, positions and functions is incompletely understood. To characterize, at least in part, the genetic basis of these events, we have employed laser capture microdissection and microarray analysis to define gene expression in the mouse thyroid and lung primordia at E10.5. By comparing the transcriptome of each bud to that of the whole embryo as well as to each other, we broadly describe the genes that are preferentially expressed in each developing organ as well as those with an enriched expression common to both. The results thus obtained provide a valuable resource for further analysis of genes previously unrecognized to participate in thyroid and lung morphogenesis and to discover organ specific as well as common developmental mechanisms. As an initial step in this direction we describe a regulatory pathway involving the anti-apoptotic gene Bcl2 that controls cell survival in early thyroid development.
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Affiliation(s)
| | - Elena Amendola
- IRGS, Biogem, Ariano Irpino (AV), Italy
- Stazione Zoologica Anton Dohrn, Naples, Italy
| | | | | | | | | | | | | | - Michele Ceccarelli
- IRGS, Biogem, Ariano Irpino (AV), Italy
- Dipartimento di Scienze Biologiche ed Ambientali, Università del Sannio, Benevento, Italy
| | - Mario De Felice
- IRGS, Biogem, Ariano Irpino (AV), Italy
- Dipartimento di Biologia e Patologia, Università di Napoli Federico II, Naples, Italy
| | - Roberto Di Lauro
- IRGS, Biogem, Ariano Irpino (AV), Italy
- Dipartimento di Biologia e Patologia, Università di Napoli Federico II, Naples, Italy
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Hayashi Y, Matsunaga T, Yamamoto G, Nishii K, Usui M, Yamamoto M, Tachikawa T. Comprehensive analysis of gene expression in the junctional epithelium by laser microdissection and microarray analysis. J Periodontal Res 2010; 45:618-25. [PMID: 20546111 DOI: 10.1111/j.1600-0765.2010.01276.x] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
BACKGROUND AND OBJECTIVE The junctional epithelium attaches to the tooth enamel at the dentogingival junction. The attachment mechanisms of the junctional epithelium have been studied histologically, but the molecular functions of the junctional epithelium have not been elucidated. The aim of this study was to perform a comprehensive analysis of gene expression in the junctional epithelium and to search for specific genetic markers of the junctional epithelium. MATERIAL AND METHODS A comprehensive analysis of genes expressed in the mouse junctional epithelium and oral gingival epithelium was performed using laser microdissection and microarray analysis. To extract high-quality RNA from these tissues, we made frozen sections using a modified film method. Confirmation of the differential expression of selected genes was performed by quantitative real-time PCR and immunohistochemistry. RESULTS The modified method produced RNA of sufficient quality for microarray analysis. The result of microarray analysis showed that 841 genes were up-regulated in the junctional epithelium compared with the oral gingival epithelium, and five were increased more than 50-fold in the junctional epithelium. These five genes were secretory leukocyte protease inhibitor (Slpi), keratin 17 (Krt17), annexin A1 (Anxa1), myosin light peptide 6 (Myl6) and endoplasmic reticulum protein 29 (Erp29). In particular, Slpi expression in the junctional epithelium was approximately 100-fold higher than in the oral gingival epithelium by real-time PCR. Additionally, immunohistochemistry indicated that the Slpi protein is highly expressed in the junctional epithelium. CONCLUSION We developed a method for generating fresh-frozen tissue sections suitable for extraction of good-quality RNA. We determined that Slpi is characteristically expressed in the junctional epithelium. Our results provide a substantial advance in the analysis of gene expression in the junctional epithelium.
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Affiliation(s)
- Y Hayashi
- Department of Periodontology, Showa University School of Dentistry, Ohta-ku, Tokyo, Japan
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Kikumoto Y, Sugiyama H, Inoue T, Morinaga H, Takiue K, Kitagawa M, Fukuoka N, Saeki M, Maeshima Y, Wang DH, Ogino K, Masuoka N, Makino H. Sensitization to alloxan-induced diabetes and pancreatic cell apoptosis in acatalasemic mice. Biochim Biophys Acta Mol Basis Dis 2009; 1802:240-6. [PMID: 19883754 DOI: 10.1016/j.bbadis.2009.10.009] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2009] [Revised: 10/25/2009] [Accepted: 10/26/2009] [Indexed: 11/26/2022]
Abstract
Human acatalasemia may be a risk factor for the development of diabetes mellitus. However, the mechanism by which diabetes is induced is still poorly understood. The impact of catalase deficiency on the onset of diabetes has been studied in homozygous acatalasemic mutant mice or control wild-type mice by intraperitoneal injection of diabetogenic alloxan. The incidence of diabetes was higher in acatalasemic mice treated with a high dose (180 mg/kg body weight) of alloxan. A higher dose of alloxan accelerated severe atrophy of pancreatic islets and induced pancreatic beta cell apoptosis in acatalasemic mice in comparison to wild-type mice. Catalase activity remained low in the acatalasemic pancreas without the significant compensatory up-regulation of glutathione peroxidase or superoxide dismutase. Furthermore, daily intraperitoneal injection of angiotensin II type 1 (AT1) receptor antagonist telmisartan (0.1 mg/kg body weight) prevented the development of alloxan-induced hyperglycemia in acatalasemic mice. This study suggests that catalase plays a crucial role in the defense against oxidative-stress-mediated pancreatic beta cell death in an alloxan-induced diabetes mouse model. Treatment with telmisartan may prevent the onset of alloxan-induced diabetes even under acatalasemic conditions.
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Affiliation(s)
- Yoko Kikumoto
- Department of Medicine and Clinical Science, 2-5-1 Shikata-cho, Kita-ku, Okayama 700-8558, Japan
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Kalén M, Wallgard E, Asker N, Nasevicius A, Athley E, Billgren E, Larson JD, Wadman SA, Norseng E, Clark KJ, He L, Karlsson-Lindahl L, Häger AK, Weber H, Augustin H, Samuelsson T, Kemmet CK, Utesch CM, Essner JJ, Hackett PB, Hellström M. Combination of reverse and chemical genetic screens reveals angiogenesis inhibitors and targets. ACTA ACUST UNITED AC 2009; 16:432-41. [PMID: 19389629 DOI: 10.1016/j.chembiol.2009.02.010] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2008] [Revised: 01/26/2009] [Accepted: 02/09/2009] [Indexed: 01/19/2023]
Abstract
We combined reverse and chemical genetics to identify targets and compounds modulating blood vessel development. Through transcript profiling in mice, we identified 150 potentially druggable microvessel-enriched gene products. Orthologs of 50 of these were knocked down in a reverse genetic screen in zebrafish, demonstrating that 16 were necessary for developmental angiogenesis. In parallel, 1280 pharmacologically active compounds were screened in a human cell-based assay, identifying 28 compounds selectively inhibiting endothelial sprouting. Several links were revealed between the results of the reverse and chemical genetic screens, including the serine/threonine (S/T) phosphatases ppp1ca, ppp1cc, and ppp4c and an inhibitor of this gene family; Endothall. Our results suggest that the combination of reverse and chemical genetic screens, in vertebrates, is an efficient strategy for the identification of drug targets and compounds that modulate complex biological systems, such as angiogenesis.
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Affiliation(s)
- Mattias Kalén
- AngioGenetics Sweden AB, Scheeles väg 2, SE 171 77 Stockholm, Sweden
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Clément-Ziza M, Gentien D, Lyonnet S, Thiery JP, Besmond C, Decraene C. Evaluation of methods for amplification of picogram amounts of total RNA for whole genome expression profiling. BMC Genomics 2009; 10:246. [PMID: 19470167 PMCID: PMC2700135 DOI: 10.1186/1471-2164-10-246] [Citation(s) in RCA: 52] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2008] [Accepted: 05/26/2009] [Indexed: 12/22/2022] Open
Abstract
Background For more than a decade, microarrays have been a powerful and widely used tool to explore the transcriptome of biological systems. However, the amount of biological material from cell sorting or laser capture microdissection is much too small to perform microarray studies. To address this issue, RNA amplification methods have been developed to generate sufficient targets from picogram amounts of total RNA to perform microarray hybridisation. Results In this study, four commercial protocols for amplification of picograms amounts of input RNA for microarray expression profiling were evaluated and compared. The quantitative and qualitative performances of the methods were assessed. Microarrays were hybridised with the amplified targets and the amplification protocols were compared with respect to the quality of expression profiles, reproducibility within a concentration range of input RNA, and sensitivity. The results demonstrate significant differences between these four methods. Conclusion In our hands, the WT-Ovation pico system proposed by Nugen appears to be the most suitable for RNA amplification. This comparative study will be useful to scientists needing to choose an amplification method to carry out microarray experiments involving samples comprising only a few cells and generating picogram amounts of RNA.
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Affiliation(s)
- Mathieu Clément-Ziza
- Institut Curie, Département de Transfert, 26 Rue d'ULM, F-75248, Paris cedex 05, France.
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Wang Y, Ripa RS, Johansen JS, Gabrielsen A, Steinbruchel DA, Friis T, Bindslev L, Haack-Sørensen M, Jørgensen E, Kastrup J. YKL-40 a new biomarker in patients with acute coronary syndrome or stable coronary artery disease. SCAND CARDIOVASC J 2009; 42:295-302. [PMID: 18615353 DOI: 10.1080/14017430802220567] [Citation(s) in RCA: 73] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
BACKGROUND YKL-40 is involved in remodelling and angiogenesis in non-cardiac inflammatory diseases. Aim was to quantitate plasma YKL-40 in patients with ST-elevation myocardial infarction (STEMI) or stable chronic coronary artery disease (CAD), and YKL-40 gene activation in human myocardium. METHODS AND RESULTS We included 73 patients: I) 20 patients with STEMI; II) 28 patients with stable CAD; III) 15 CAD patients referred for coronary by-pass surgery. YKL-40 mRNA expression was measured in myocardium subtended by stenotic or occluded arteries and areas with no apparent disease; and IV) 10 age-matched healthy controls. Plasma YKL-40 was significantly increased in patients with STEMI (88 microg/l, median) and CAD (66 microg/l) compared to controls (16 microg/l, p<0.01 for both). Plasma YKL-40 correlated with CRP at baseline in STEMI (r=0.53, p=0.02) and CAD patients (r=0.41, p=0.031).YKL-40 gene expression was similar in ischemic and non-ischemic myocardium. CONCLUSIONS Plasma YKL-40 was significantly increased in patients with STEMI and stable CAD. Further studies will define the role of YKL-40 as a clinically useful marker for myocardial ischemia, remodelling and maybe prognosis.
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Affiliation(s)
- Yongzhong Wang
- Medical Department B, Cardiac Catheterization Laboratory, The Heart Centre, Rigshospitalet, University Hospital Copenhagen, Faculty of Health Sciences, University of Copenhagen, Denmark
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17
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Wallgard E, Larsson E, He L, Hellström M, Armulik A, Nisancioglu MH, Genove G, Lindahl P, Betsholtz C. Identification of a core set of 58 gene transcripts with broad and specific expression in the microvasculature. Arterioscler Thromb Vasc Biol 2008; 28:1469-76. [PMID: 18483404 DOI: 10.1161/atvbaha.108.165738] [Citation(s) in RCA: 78] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
OBJECTIVE Pathological angiogenesis is an integral component of many diseases. Antiangiogenesis and vascular targeting are therefore promising new therapeutic principles. However, few endothelial-specific putative drug targets have been identified, and information is still limited about endothelial-specific molecular processes. Here we aimed at determining the endothelial cell-specific core transcriptome in vivo. METHODS AND RESULTS Analysis of publicly available microarray data identified a mixed vascular/lung cluster of 132 genes that correlated with known endothelial markers. Filtering against kidney glomerular/nonglomerular and brain vascular/nonvascular microarray profiles separated contaminating lung markers, leaving 58 genes with broad and specific microvascular expression. More than half of these have not previously been linked to endothelial functions or studied in detail before. The endothelial cell-specific expression of a selected subset of these, Eltd1, Gpr116, Ramp2, Slc9a3r2, Slc43a3, Rasip1, and NM_023516, was confirmed by real-time quantitative polymerase chain reaction and/or immunohistochemistry. CONCLUSIONS We have used a combination of publicly available and own microarray data to identify 58 gene transcripts with broad yet specific expression in microvascular endothelium. Most of these have unknown functions, but many of them are predicted to be cell surface expressed or implicated in cell signaling processes and should therefore be explored as putative microvascular drug targets.
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Affiliation(s)
- Elisabet Wallgard
- Department of Medical Biochemistry and Biophysics, KarolinskaInstitutet, Scheeles väg 2, A3, floor 4, SE-171 77, Stockholm, Sweden
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18
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Casson SA, Spencer MWB, Lindsey K. Laser-capture microdissection to study global transcriptional changes during plant embryogenesis. Methods Mol Biol 2008; 427:111-20. [PMID: 18370001 DOI: 10.1007/978-1-59745-273-1_9] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/07/2022]
Abstract
A key objective in the study of plant embryogenesis is to identify genes expressed in temporal and spatial patterns during development, in order to understand transcriptional control mechanisms regulating pattern formation, differentiation and morphogenesis. Mutagenic approaches have proved powerful to identify essential genes, but global, transcriptome-wide analysis of mRNA profiles in cells at different stages of differentiation would allow the identification of changes in the abundance of major classes of transcripts expressed from genes that are known to respond to regulatory signals, such as hormones. Particular classes of transcription factors or other genes might also be discovered to be associated with particular aspects of cell differentiation. This information would allow the construction of models to describe how signalling pathways might modulate transcriptional changes associated with cell differentiation. Previous limitations in tissue accessibility for RNA isolation have been overcome through the use of laser-capture microdissection, which allows cells from different embryonic tissues to be isolated, for RNA isolation, amplification and analysis by either polymerase chain reaction or DNA microarray techniques.
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Affiliation(s)
- Stuart A Casson
- The Integrative Cell Biology Laboratory, Durham University, UK
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19
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Volger OL, Fledderus JO, Kisters N, Fontijn RD, Moerland PD, Kuiper J, van Berkel TJ, Bijnens APJJ, Daemen MJAP, Pannekoek H, Horrevoets AJG. Distinctive expression of chemokines and transforming growth factor-beta signaling in human arterial endothelium during atherosclerosis. THE AMERICAN JOURNAL OF PATHOLOGY 2007; 171:326-37. [PMID: 17591977 PMCID: PMC1941599 DOI: 10.2353/ajpath.2007.061196] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Knowledge about the in vivo role of endothelium in chronic human atherosclerosis has mostly been derived by insights from mouse models. Therefore, we set out to establish by microarray analyses the gene expression profiles of endothelium from human large arteries, as isolated by laser microbeam microdissection, having focal atherosclerosis of the early or the advanced stage. Within individual arteries, the endothelial transcriptomes of the lesional and unaffected sides were compared pairwise, thus limiting genetic and environmental confounders. Specific endothelial signature gene sets were identified with changed expression levels in either early (n = 718) or advanced atherosclerosis (n = 403), relative to their paired plaque-free controls. Gene set enrichment analysis identified distinct sets of chemokines and differential enrichments of nuclear factor-kappaB-, p53-, and transforming growth factor-beta-related genes in advanced plaques. Immunohistochemistry validated the discriminative value of corresponding endothelial protein expression between early (fractalkine/CX3CL1, IP10/CCL10, TBX18) or advanced (BAX, NFKB2) stages of atherosclerosis and versus their plaque-free controls. The functional involvement of transforming growth factor-beta signaling in directing its downstream gene repertoire was substantiated by a consistent detection of activated SMAD2 in advanced lesions. Thus, we identified truly common, local molecular denominators of pathological changes to vascular endothelium, with a marked distinction of endothelial phenotype between early and advanced plaques.
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Affiliation(s)
- Oscar L Volger
- Department of Medical Biochemistry, Room K1-114, Academic Medical Center, University of Amsterdam, Meibergdreef 15, NL-1105 AZ, Amsterdam, The Netherlands
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20
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Buchner A, Castro M, Hennig A, Popp T, Assmann G, Hofstetter A, Stief C, Zimmermann W. [Transcriptome analyses in renal cell carcinoma. Combination of laser microdissection and microarrays]. Urologe A 2007; 46:1170-5. [PMID: 17646957 DOI: 10.1007/s00120-007-1473-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
BACKGROUND The objective of this study was to test the feasibility of combined laser microdissection and microarray-based expression analysis in renal cell carcinoma (RCC) and to detect the most strongly deregulated genes. METHODS Laser microdissection of tumor areas and subsequent gene expression analysis (47,000 transcripts) was performed on snap-frozen primary tumor samples from 15 patients with clear cell RCC. Four normal kidney samples served as controls. Validation was performed for one gene with quantitative RT-PCR on additional samples. RESULTS Isolation of intact RNA from microdissected tissue was successful; 179 transcripts were significantly deregulated by a factor of 5 or more. Upregulation of FABP7 was confirmed by quantitative RT-PCR. CONCLUSION In RCC the combination of laser microdissection and subsequent microarray analysis provides reliable data from precisely defined material. This is an optimal starting point for the development of novel therapeutic and diagnostic options.
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Affiliation(s)
- A Buchner
- Urologische Klinik und Poliklinik, Klinikum der Universität München-Grosshadern, Marchioninistrasse 15, 81377 München.
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21
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Jones MK, Higgins T, Stenzel DJ, Gobert GN. Towards tissue specific transcriptomics and expression pattern analysis in schistosomes using laser microdissection microscopy. Exp Parasitol 2007; 117:259-66. [PMID: 17662980 DOI: 10.1016/j.exppara.2007.06.004] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2007] [Revised: 06/08/2007] [Accepted: 06/09/2007] [Indexed: 12/23/2022]
Abstract
One difficulty facing post-genomic analyses of schistosomes is the limited data on sites of expression of many gene products expressed by the parasites in their hosts. The potential for use of laser microdissection microscopy as a preparative technique for transcriptional and proteomic profiling is reviewed. This technique allows tissues to be dissected for subsequent molecular and protein analysis. The method is reviewed in the light of the acoelomate triploblastic nature of tissue organisation in the parasite.
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Affiliation(s)
- Malcolm K Jones
- Queensland Institute of Medical Research, 300 Herston Road, Herston, Qld 4006, Australia.
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22
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Chimge NO, Ruddle F, Bayarsaihan D. Laser-assisted microdissection (LAM) in developmental biology. JOURNAL OF EXPERIMENTAL ZOOLOGY PART B-MOLECULAR AND DEVELOPMENTAL EVOLUTION 2007; 308:113-8. [PMID: 17016827 DOI: 10.1002/jez.b.21133] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
The analysis of gene expression in developing organs is a valuable tool for the assessment of genetic fingerprints during the various stages of differentiation. Complex processes in developing tissues are particularly difficult to understand in terms of biochemical phenomena. Laser-assisted microdissection (LAM) allows the efficient and precise capture of cells or groups of cells from developing tissues in sufficient quantities and within the context of time and space to permit the subsequent molecular characterization of the targeted tissue. The technique development has dramatically increased the ease of isolating specific cells which, together with progress in tissue preparation and microextraction protocols, allows for broad-range down-stream applications in the fields of genomics, transcriptomics and proteomics. This review gives an overview of the LAM technology and its application in developmental biology.
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Affiliation(s)
- Nyam-Osor Chimge
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, Connecticut 06520, USA
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23
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Gabrielsen A, Lawler PR, Yongzhong W, Steinbrüchel D, Blagoja D, Paulsson-Berne G, Kastrup J, Hansson GK. Gene expression signals involved in ischemic injury, extracellular matrix composition and fibrosis defined by global mRNA profiling of the human left ventricular myocardium. J Mol Cell Cardiol 2007; 42:870-83. [PMID: 17343875 DOI: 10.1016/j.yjmcc.2006.12.016] [Citation(s) in RCA: 80] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/23/2006] [Revised: 12/28/2006] [Accepted: 12/29/2006] [Indexed: 11/25/2022]
Abstract
Gene expression signals involved in ischemic injury, extracellular matrix composition and fibrosis defined by global mRNA profiling of the human left ventricular myocardium. The mechanism(s) by which acute and chronic myocardial ischemia translate into the characteristic features of ischemic cardiomyopathy is unresolved at present. We hypothesized that such translation relates to modification of specific gene expression programs during acute and chronic ischemic insults to the myocardium. Global mRNA expression profiles by Affymetrix HG_U133A GeneChip analysis on 33 samples was performed on non-failing human left ventricular myocardium during acute and chronic ischemia in 6 patients undergoing coronary artery by-pass grafting. Results were confirmed by real-time quantitative RT-PCR in 14 patients and supported by histology and immunohistochemistry analyses. Acute ischemia elicited an acute inflammatory response including IL-6, IL-8, MCP-1, VCAM-1 and CYR-61 with an attenuated increase of IL-6 and IL-8 in chronic ischemic myocardium compared to normal myocardium. High mRNA expression of connective tissue growth factor (CTGF) was present in chronic ischemic myocardium with a high degree of correlation between CTGF and mRNA expression of specific genes (e.g. thrombospondin 4, collagen type Ialpha2, versican, adlican, latent transforming growth factor beta binding protein 2 and fibronectin) involved in extracellular matrix remodelling. In conclusion, acute inflammatory induction (e.g. IL-8, IL-6, VCAM-1 and MCP-1) and an acute phase CCN family gene with effects on matrix interactions (CYR-61) might play important roles in the coupling between acute ischemic episodes and chronic myocardial remodelling. In addition, the findings support an important role of CTGF signalling in chronic extracellular matrix remodelling in chronic coronary artery disease.
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Affiliation(s)
- Anders Gabrielsen
- Center for Molecular Medicine, Dept. of Medicine, Experimental Cardiovascular research, CMM L8:03, Karolinska Hospital, SE-17176, Stockholm, Sweden.
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24
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Kendrick JE, Conner MG, Huh WK. Gene expression profiling of women with varying degrees of cervical intraepithelial neoplasia. J Low Genit Tract Dis 2007; 11:25-8. [PMID: 17194947 DOI: 10.1097/01.lgt.0000230124.68996.38] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
OBJECTIVE A pilot study to determine genomic microarray differences in patients with normal cervical tissue and cervical intraepithelial neoplasia (CIN) 3. MATERIALS AND METHODS After institutional review board approval, patients referred to the University of Alabama at Birmingham Colposcopy Clinic for a loop electrosurgical excisional procedure were identified. Tissue biopsies of both normal tissue and CIN 3 from fresh loop electrosurgical excisional procedure specimens were obtained and sent to pathology for histological confirmation. Procurement of these 2 types of tissue from the same patient controls for different types of human papillomavirus infection, smoking and nutritional status, age, immunocompetency, and other microenvironment factors (i.e., the patient serves as their own control). Standard RNA extraction techniques (Qiagen, Inc., Valencia, CA) were used to prepare the tissue specimens for microarray analysis with the Affymetrix GeneChip U133A expression array (Affymetrix, Inc., Santa Clara, CA). Paired samples were eligible for microarray analysis only when both normal tissue and CIN 3 were confirmed by pathology. The data were then subsequently subjected to a log-like transformation and analyzed with a t test. For this study, p<.001 was determined to be statistically significant. RESULTS Twenty-one pairs of both normal and CIN tissues were obtained and underwent histological evaluation followed by RNA extraction. Within the normal group, 86% were confirmed as true normals and 14% as CIN. Within the CIN group, 28.5% were found to have CIN 2, 62% were found to have CIN 3, and 9.5% had no evidence of CIN. Mean RNA content of normal samples was 2.0 microg, whereas the mean RNA content of CIN samples was significantly higher at 7.4 microg (p=006). Ultimately, 5 pairs of normal and neoplastic tissues were subjected to microarray analysis. Using a cutoff of p<.001, 24 candidate genes were identified from more than 18,000 genes. In the CIN 3 group, 14 genes were overexpressed and 10 genes were underexpressed. Of the 14 overexpressed genes, 9 were noted to have identities listed in the National Center for Biotechnology Information public domain. Five (56%) of these 9 genes were directly related to immunity-related pathways, and 3 (33%) of the 9 genes were found to be involved in cell cycle function/control. One overexpressed gene was identified as p53. CONCLUSIONS The presence of CIN is marked by increased transcriptional activity, evident by an almost 4-fold increase in mean RNA content obtained from our CIN samples versus normal cervical tissue. Furthermore, a number of statistically significant overexpressed genes of interest related to immune function/response and cell cycle control were identified in our pilot microarray study. This data have the ability to direct future research endeavors in cervical neoplasia. Future endeavors include the use of laser capture microdissection to evaluate genomic changes strictly at the epithelial level and, as such, exclude stromal response contributions.
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Affiliation(s)
- James E Kendrick
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, University of Alabama, Birmingham, AL 35249-7333, USA
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25
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Spencer MWB, Casson SA, Lindsey K. Transcriptional profiling of the Arabidopsis embryo. PLANT PHYSIOLOGY 2007; 143:924-40. [PMID: 17189330 PMCID: PMC1803724 DOI: 10.1104/pp.106.087668] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
We have used laser-capture microdissection to isolate RNA from discrete tissues of globular, heart, and torpedo stage embryos of Arabidopsis (Arabidopsis thaliana). This was amplified and analyzed by DNA microarray using the Affymetrix ATH1 GeneChip, representing approximately 22,800 Arabidopsis genes. Cluster analysis showed that spatial differences in gene expression were less significant than temporal differences. Time course analysis reveals the dynamics and complexity of gene expression in both apical and basal domains of the developing embryo, with several classes of synexpressed genes identifiable. The transition from globular to heart stage is associated in particular with an up-regulation of genes involved in cell cycle control, transcriptional regulation, and energetics and metabolism. The transition from heart to torpedo stage is associated with a repression of cell cycle genes and an up-regulation of genes encoding storage proteins, and pathways of cell growth, energy, and metabolism. The torpedo stage embryo shows strong functional differentiation in the root and cotyledon, as inferred from the classes of genes expressed in these tissues. The time course of expression of the essential EMBRYO-DEFECTIVE genes shows that most are expressed at unchanging levels across all stages of embryogenesis. We show how identified genes can be used to generate cell type-specific markers and promoter activities for future application in cell biology.
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Affiliation(s)
- Matthew W B Spencer
- Integrative Cell Biology Laboratory, School of Biological and Biomedical Sciences, Durham University, Durham DH1 3LE, United Kingdom
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26
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Micke P, Kappert K, Ohshima M, Sundquist C, Scheidl S, Lindahl P, Heldin CH, Botling J, Ponten F, Ostman A. In situ identification of genes regulated specifically in fibroblasts of human basal cell carcinoma. J Invest Dermatol 2007; 127:1516-23. [PMID: 17273163 DOI: 10.1038/sj.jid.5700714] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Basal cell carcinoma (BCC) is characterized by slow growth, virtual absence of metastases, and strong stroma-dependency. Cancer-associated fibroblasts (CAFs) in the tumor stroma influence tumor growth, invasion, and metastasis. To comprehensively characterize CAFs of BCC in their in situ cancer environment, laser capture microdissection, linear gene amplification, microarray analysis, and quantitative real-time PCR (qRT-PCR) were combined. Pair-wise comparison of gene expression of microdissected CAFs and corresponding normal perifollicular fibroblasts identified 65 genes that were significantly upregulated in at least two of three different patients. Among the annotated genes, as many as 13 genes encoded secreted proteins, of which six were previously implicated as CAF-associated proteins in various tumor types. Four of the seven novel CAF genes--matrix Gla-protein, secreted frizzled-related protein 2, angiopoietin-related protein-2, and platelet-derived growth factor receptor-like protein--were selected for further analyses by qRT-PCR and were found to be frequently upregulated in CAFs of three independent BCC tissues. Analyses of CAFs from squamous cell cancer, prostate cancer, and colon cancer did not indicate that these genes were upregulated in these cancers. This study thus validates a novel approach for comprehensive characterization CAFs in their in situ environment of BCC. The results suggest a specific expression profile of CAFs in BCC possibly accounting for disease-specific pathological roles.
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Affiliation(s)
- Patrick Micke
- Department of Oncology-Pathology, Cancer Centrum Karolinska, Karolinska Institutet, Stockholm, Sweden
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Cai S, Lashbrook CC. Laser capture microdissection of plant cells from tape-transferred paraffin sections promotes recovery of structurally intact RNA for global gene profiling. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2006; 48:628-37. [PMID: 17026538 DOI: 10.1111/j.1365-313x.2006.02886.x] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
Abstract
Laser capture microdissection and related technologies permit the harvest of individual cells and cell types. Isolation of either nucleic acids or proteins from laser-captured cells supports such downstream applications as the construction of cell-specific cDNA libraries and the profiling of expressed genes and proteins. The success of these endeavors is dependent upon the yield, purity and structural integrity of the macromolecules derived from harvested cells. Here, we report protocols that promote the isolation of structurally intact RNA from laser-captured cells of paraffin-embedded tissues. The use of a tape transfer system that obviates the need to wet paraffin sections prior to slide mounting significantly increases RNA structural quality. Integrity is assessed directly via electrophoretic separation of picogram-nanogram levels of total RNA isolated from multiple cell types, including those comprising Arabidopsis ovules, replums and stamen abscission zones. RNA prepared from specialized cells within siliques provided targets for profiling the Arabidopsis genome during replum cell development. Digital northern analysis of transcripts expressed near the threshold of the system's ability to score signal presence suggests that low-abundance transcripts representing as little as approximately 0.002% of total mRNA can be reliably detected. Microarray data reveal a significant shift from primary cell-wall metabolism to lignin biosynthesis in replum tissues during fruit maturation.
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Affiliation(s)
- Suqin Cai
- Department of Horticulture, Iowa State University, Ames, IA 50011, USA
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James MJ, Järvinen E, Wang XP, Thesleff I. Different roles of Runx2 during early neural crest-derived bone and tooth development. J Bone Miner Res 2006; 21:1034-44. [PMID: 16813524 DOI: 10.1359/jbmr.060413] [Citation(s) in RCA: 60] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
UNLABELLED We compared gene expression profiles between Runx2 null mutant mice and their wildtype littermates. Most Runx2-dependent genes in bones were different from those in teeth, implying that the target genes of Runx2 are tissue-dependent. In vitro experiments determined that Runx2 is a part of the FGF and BMP signaling pathways in tooth and bone development, respectively. INTRODUCTION Runx2 (Cbfa1) is expressed in the neural crest-derived mesenchyme of developing bone and tooth. Runx2 homozygous null mice lack bone through a failure in osteoblast differentiation and have arrested tooth development at the late bud stage. The aim of this study was to discover and compare the identities and the roles of Runx2 target genes in bone and tooth development. MATERIALS AND METHODS Wildtype and Runx2-/- tissue was collected from mouse embryos, and gene expression was compared by Affymetrix microarray analysis and radioactive in situ hybridization of embryonic tissue sections (E12-E14). Induction of target genes by growth factors in bone and tooth tissue was studied using in vitro experiments, including a novel method involving hanging-drop cultures and RT-PCR. RESULTS Thirteen bone and four tooth genes were identified that are Runx2-dependent. The identities of these genes do not significantly overlap between bone and tooth, indicating tissue specificity of several genes regulated by Runx2. Genes downregulated in bone development in Runx2 null mutants were Bambi, Bmp4, Bono1, Dkk1, Fgf receptor1, Gli1, Lef1, Patched, Prostaglandin F receptor1, Tcf1, Tgfbeta1, Wnt10a, and Wnt10b. Several of these genes were induced by BMPs in bone tissue in a Runx2-independent manner. Genes downregulated in tooth development were Dkk1, Dusp6, Enpp1, and Igfbp3. These genes were all induced by fibroblast growth factors (FGFs) in dental tissue. FGF-induction of Dkk1 was completely dependent on Runx2 function. CONCLUSIONS The contrasting identities and distinctive mechanisms that stimulate the expression of Runx2-dependent genes in bone and tooth development imply that the developmental roles of Runx2 in these separate tissues are different. In tooth development, Dkk1 may be a direct transcriptional target of Runx2. Bone genes were stimulated by BMP4 before the formation of the ossification center, suggesting that BMPs may mediate the early epithelial-mesenchymal interactions involved in bone formation.
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Affiliation(s)
- Martyn J James
- Institute of Biotechnology, Viikki Biocenter, University of Helsinki, Finland.
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Day KC, Plopper CG, Fanucchi MV. Age-specific pulmonary cytochrome P-450 3A1 expression in postnatal and adult rats. Am J Physiol Lung Cell Mol Physiol 2006; 291:L75-83. [PMID: 16461430 DOI: 10.1152/ajplung.00356.2005] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
A major cause of death and illness in children under the age of five, most living in polluted cities, is respiratory disease. Previous studies have shown that neonatal animals are more susceptible to bioactivated pulmonary cytotoxicants than adults, despite lower expression of the pulmonary cytochrome P-450s (CYP450s) thought to be involved in bioactivation. One CYP450 that is well documented in the bioactivation of many drugs and environmental toxicants in adult lung, but whose expression has not been evaluated during postnatal pulmonary development, is CYP450 3A (CYP3A). We compared age-specific expression of CYP3A1 in 7-day-old and adult male Sprague-Dawley rats. Unlike those shown for previously studied pulmonary CYP450s, expression levels for CYP3A1 mRNA in differentiating airway cells of postnatal rats are the same as in fully differentiated airway cells of adults. CYP3A1 protein expression (28%) and enzymatic activity (23%) were lower in postnatal airways compared with adults. Although other CYP450 immunoreactive proteins are primarily expressed in nonciliated cells, immunoreactive CYP3A1 protein was expressed in both ciliated and nonciliated cells in postnatal and adult rat proximal airways. CYP3A1 protein is detected diffusely throughout ciliated and nonciliated cells in 7-day-old rats, whereas it is only detected in the apex of these cells in adult rats. This study demonstrates that the lungs of postnatal rats have detectable levels of CYP3A1 and that CYP3A1 mRNA expression appears not to be age dependent, whereas steady-state CYP3A1 protein levels and enzyme activity show an age-dependent pattern.
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Affiliation(s)
- Kimberly C Day
- Dept. of Veterinary Anatomy, Physiology, and Cell Biology, School of Veterinary Medicine, Univ. of California, One Shields Ave., Davis, CA 95616, USA
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Bondjers C, He L, Takemoto M, Norlin J, Asker N, Hellström M, Lindahl P, Betsholtz C. Microarray analysis of blood microvessels from PDGF-B and PDGF-Rbeta mutant mice identifies novel markers for brain pericytes. FASEB J 2006; 20:1703-5. [PMID: 16807374 DOI: 10.1096/fj.05-4944fje] [Citation(s) in RCA: 143] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Normal blood microvessels are lined by pericytes, which contribute to microvessel development and stability through mechanisms that are poorly understood. Pericyte deficiency has been implicated in the pathogenesis of microvascular abnormalities associated with diabetes and tumors. However, the unambiguous identification of pericytes is still a problem because of cellular heterogeneity and few available molecular markers. Here we describe an approach to identify pericyte markers based on transcription profiling of pericyte-deficient brain microvessels isolated from platelet-derived growth factor (PDGF-B)-/- and PDGF beta receptor (PDGFRbeta)-/- mouse mutants. The approach was validated by the identification of known pericyte markers among the most down-regulated genes in PDGF-B-/- and PDGFRbeta-/- microvessels. Of candidates for novel pericyte markers, we selected ATP-sensitive potassium-channel Kir6.1 (also known as Kcnj8) and sulfonylurea receptor 2, (SUR2, also known as Abcc9), both part of the same channel complex, as well as delta homologue 1 (DLK1) for in situ hybridization, which demonstrated their specific expression in brain pericytes of mouse embryos. We also show that Kir6.1 is highly expressed in pericytes in brain but undetectable in pericytes in skin and heart. The three new brain pericyte markers are signaling molecules implicated in ion transport and intercellular signaling, potentially opening new windows on pericyte function in brain microvessels.
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Affiliation(s)
- Cecilia Bondjers
- Division of Matrix Biology, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, SE 171 77, Stockholm, Sweden
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Nygaard V, Hovig E. Options available for profiling small samples: a review of sample amplification technology when combined with microarray profiling. Nucleic Acids Res 2006; 34:996-1014. [PMID: 16473852 PMCID: PMC1363777 DOI: 10.1093/nar/gkj499] [Citation(s) in RCA: 105] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2005] [Revised: 01/24/2006] [Accepted: 01/24/2006] [Indexed: 01/18/2023] Open
Abstract
The possibility of performing microarray analysis on limited material has been demonstrated in a number of publications. In this review we approach the technical aspects of mRNA amplification and several important implicit consequences, for both linear and exponential procedures. Amplification efficiencies clearly allow profiling of extremely small samples. The conservation of transcript abundance is the most important issue regarding the use of sample amplification in combination with microarray analysis, and this aspect has generally been found to be acceptable, although demonstrated to decrease in highly diluted samples. The fact that variability and discrepancies in microarray profiles increase with minute sample sizes has been clearly documented, but for many studies this does appear to have affected the biological conclusions. We suggest that this is due to the data analysis approach applied, and the consequence is the chance of presenting misleading results. We discuss the issue of amplification sensitivity limits in the light of reports on fidelity, published data from reviewed articles and data analysis approaches. These are important considerations to be reflected in the design of future studies and when evaluating biological conclusions from published microarray studies based on extremely low input RNA quantities.
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Affiliation(s)
- Vigdis Nygaard
- Department of Tumor Biology, Institute for Cancer Research, The Norwegian Radiumhospital Montebello, 0310, Oslo, Norway.
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Xian X, Håkansson J, Ståhlberg A, Lindblom P, Betsholtz C, Gerhardt H, Semb H. Pericytes limit tumor cell metastasis. J Clin Invest 2006; 116:642-51. [PMID: 16470244 PMCID: PMC1361347 DOI: 10.1172/jci25705] [Citation(s) in RCA: 260] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2005] [Accepted: 12/06/2005] [Indexed: 01/13/2023] Open
Abstract
Previously we observed that neural cell adhesion molecule (NCAM) deficiency in beta tumor cells facilitates metastasis into distant organs and local lymph nodes. Here, we show that NCAM-deficient beta cell tumors grew leaky blood vessels with perturbed pericyte-endothelial cell-cell interactions and deficient perivascular deposition of ECM components. Conversely, tumor cell expression of NCAM in a fibrosarcoma model (T241) improved pericyte recruitment and increased perivascular deposition of ECM molecules. Together, these findings suggest that NCAM may limit tumor cell metastasis by stabilizing the microvessel wall. To directly address whether pericyte dysfunction increases the metastatic potential of solid tumors, we studied beta cell tumorigenesis in primary pericyte-deficient Pdgfb(ret/ret) mice. This resulted in beta tumor cell metastases in distant organs and local lymph nodes, demonstrating a role for pericytes in limiting tumor cell metastasis. These data support a new model for how tumor cells trigger metastasis by perturbing pericyte-endothelial cell-cell interactions.
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Poznanović S, Wozny W, Schwall GP, Sastri C, Hunzinger C, Stegmann W, Schrattenholz A, Buchner A, Gangnus R, Burgemeister R, Cahill MA. Differential radioactive proteomic analysis of microdissected renal cell carcinoma tissue by 54 cm isoelectric focusing in serial immobilized pH gradient gels. J Proteome Res 2006; 4:2117-25. [PMID: 16335957 DOI: 10.1021/pr050218q] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
We present a proof of principle study, using laser microdissection and pressure catapulting (LMPC) of two clinical tissue samples, each containing approximately 3.8 microg renal cell carcinoma protein and 3.8 microg normal kidney protein respectively from one patient. The study involved separate radio-iodination of each sample with both (125)I and (131)I, dual inverse replicate sample loading to high resolution 54 cm "daisy chain" serial immobilized pH gradient isoelectric focusing (IPG-IEF) 2D-PAGE gels, co-electrophoretic separation of cross-labeled proteins from different samples, and precision multiplex differential radioactive imaging to obtain signals specific for each sample coelectrophoresed within single gels but labeled with different isotopes of iodine, providing extremely precise intra-gel estimates of the abundance ratio for protein spots from both samples. Twelve multiplexed analytical radioactive SDS-gels from 4 serial IPG-IEF gels provided 24 individual radioactive images for a comprehensive analytical protein multiplex quantification study. A further 12 SDS gels containing (125)I-labeled sample were coelectrophoresed with preparative protein amounts obtained from whole tissue sections for the mass spectrometric identification of comigrating proteins. This consumed <40% of the (125)I-labeled sample, and <20% of the (131)I-labeled sample from the respective original 3.8 microg samples. Twenty-nine proteins were identified by mass spectrometry with PMF scores >70 that were >2-fold differentially abundant between the samples and t-test probabilities <0.05. We conclude that this combination of technologies provides excellent quality protein multiplex data for the differential abundance analysis of large numbers of proteins from extremely small samples, and is applicable to a broad range of clinical and related applications.
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Febbo PG, Thorner A, Rubin MA, Loda M, Kantoff PW, Oh WK, Golub T, George D. Application of Oligonucleotide Microarrays to Assess the Biological Effects of Neoadjuvant Imatinib Mesylate Treatment for Localized Prostate Cancer. Clin Cancer Res 2006; 12:152-8. [PMID: 16397037 DOI: 10.1158/1078-0432.ccr-05-1652] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
PURPOSE Neoadjuvant administration of antineoplastic therapies is used to rapidly assess the clinical and biological activity of novel systemic treatments. To assess the feasibility of using microarrays to assess molecular end points following targeted treatment in a heterogeneous tumor, we measured global gene expression in localized prostate cancer before and following neoadjuvant treatment with imatinib mesylate. PATIENTS AND METHODS Patients with intermediate-risk to high-risk prostate cancer were treated for 6 weeks with 200 to 300 mg of oral imatinib mesylate. Frozen tissue was obtained from pretreatment ultrasound-guided biopsies and posttreatment radical prostatectomy specimens. Oligonucleotide microarray analysis following laser capture microdissection (LCM) and RNA amplification was used to assess gene expression changes associated with imatinib mesylate therapy. Immunohistochemistry was used to measure protein expression of MKP1 and CD31 and to assess cellular apoptosis. RESULTS Of the 11 patients enrolled, high-quality microarray data was obtained from both biopsies (n = 7) and radical prostatectomy specimens (n = 9). Technically introduced intrasample gene expression variability was found to be significantly less than intertumor biological variability. Large gene expression differences were observed, and the gene with the most consistent differential expression (MKP1) was validated by immunohistochemistry. Gene set enrichment analysis suggests that imatinib mesylate therapy results in apoptosis of microvascular endothelial cells, an observation anecdotally supported by immunohistochemistry. CONCLUSIONS This study shows that high-quality microarray data can be generated using LCM and RNA amplification to discover potential mechanisms of targeted therapy in cancer.
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Affiliation(s)
- Phillip G Febbo
- Duke Institute for Genome Sciences and Policy, Division of Medical Oncology; Department of Medicine, Duke University Medical Center, Durham, North Carolina 27710, USA.
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Nelson T, Tausta SL, Gandotra N, Liu T. Laser microdissection of plant tissue: what you see is what you get. ANNUAL REVIEW OF PLANT BIOLOGY 2006; 57:181-201. [PMID: 16669760 DOI: 10.1146/annurev.arplant.56.032604.144138] [Citation(s) in RCA: 61] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/09/2023]
Abstract
Laser microdissection (LM) utilizes a cutting or harvesting laser to isolate specific cells from histological sections; the process is guided by microscopy. This provides a means of removing selected cells from complex tissues, based only on their identification by microscopic appearance, location, or staining properties (e.g., immunohistochemistry, reporter gene expression, etc.). Cells isolated by LM can be a source of cell-specific DNA, RNA, protein or metabolites for subsequent evaluation of DNA modifications, transcript/protein/metabolite profiling, or other cell-specific properties that would be averaged with those of neighboring cell types during analysis of undissected complex tissues. Plants are particularly amenable to the application of LM; the highly regular tissue organization and stable cell walls of plants facilitate the visual identification of most cell types even in unstained tissue sections. Plant cells isolated by LM have been the starting point for a variety of genomic and metabolite studies of specific cell types.
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Affiliation(s)
- Timothy Nelson
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, Connecticut 06511, USA.
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Wang Y, Gabrielsen A, Lawler PR, Paulsson-Berne G, Steinbrüchel DA, Hansson GK, Kastrup J. Myocardial Gene Expression of Angiogenic Factors in Human Chronic Ischemic Myocardium: Influence of Acute Ischemia/Cardioplegia and Reperfusion. Microcirculation 2006; 13:187-97. [PMID: 16627361 DOI: 10.1080/10739680600556811] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
OBJECTIVE Angiogenic therapies in animals have demonstrated the development of new blood vessels within ischemic myocardium. However, results from clinical protein and gene angiogenic trials have been less impressive. The present study aimed to investigate the expression of angiogenic genes in human chronic ischemic myocardium and the influence of acute ischemia/cardioplegia and reperfusion on their expression. METHODS Myocardial biopsies were taken from chronic ischemic and nonischemic myocardium in 15 patients with stable angina pectoris during coronary bypass surgery. Tissue samples were evaluated by oligonucleotide microarray and quantitative real-time PCR for the expression of angiogenic factors. RESULTS There was identical baseline expression of VEGF-A and VEGF-C mRNA in chronic ischemic myocardium compared with nonischemic myocardium. Reperfusion increased the gene expression of VEGF-A and VEGF-C mRNA both in nonischemic and ischemic myocardium. VEGF-A protein was detected mainly in the extracellular matrix around the cardiomyocytes in ischemic myocardium. CONCLUSION These data suggest that the nonconclusive VEGF gene therapy trials chronic coronary artery disease was not due to a preexisting upregulation of VEGF in chronic ischemic myocardium. There might be room for further therapeutic angiogenesis in chronic ischemic myocardium.
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Affiliation(s)
- Yongzhong Wang
- Medical Department B, Cardiac Catheterization Laboratory, the Heart Centre, Copenhagen University Hospital, Rigshospitalet, Denmark
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Smith SL, Everts RE, Tian XC, Du F, Sung LY, Rodriguez-Zas SL, Jeong BS, Renard JP, Lewin HA, Yang X. Global gene expression profiles reveal significant nuclear reprogramming by the blastocyst stage after cloning. Proc Natl Acad Sci U S A 2005; 102:17582-7. [PMID: 16314565 PMCID: PMC1308920 DOI: 10.1073/pnas.0508952102] [Citation(s) in RCA: 138] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Nuclear transfer (NT) has potential applications in agriculture and biomedicine, but the technology is hindered by low efficiency. Global gene expression analysis of clones is important for the comprehensive study of nuclear reprogramming. Here, we compared global gene expression profiles of individual bovine NT blastocysts with their somatic donor cells and fertilized control embryos using cDNA microarray technology. The NT embryos' gene expression profiles were drastically different from those of their donor cells and closely resembled those of the naturally fertilized embryos. Our findings demonstrate that the NT embryos have undergone significant nuclear reprogramming by the blastocyst stage; however, problems may occur during redifferentiation for tissue genesis and organogenesis, and small reprogramming errors may be magnified downstream in development.
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Affiliation(s)
- Sadie L Smith
- Center for Regenerative Biology/Department of Animal Science, University of Connecticut, Storrs, CT 06269, USA
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Nygaard V, Holden M, Løland A, Langaas M, Myklebost O, Hovig E. Limitations of mRNA amplification from small-size cell samples. BMC Genomics 2005; 6:147. [PMID: 16253144 PMCID: PMC1310617 DOI: 10.1186/1471-2164-6-147] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2005] [Accepted: 10/27/2005] [Indexed: 11/10/2022] Open
Abstract
Background Global mRNA amplification has become a widely used approach to obtain gene expression profiles from limited material. An important concern is the reliable reflection of the starting material in the results obtained. This is especially important with extremely low quantities of input RNA where stochastic effects due to template dilution may be present. This aspect remains under-documented in the literature, as quantitative measures of data reliability are most often lacking. To address this issue, we examined the sensitivity levels of each transcript in 3 different cell sample sizes. ANOVA analysis was used to estimate the overall effects of reduced input RNA in our experimental design. In order to estimate the validity of decreasing sample sizes, we examined the sensitivity levels of each transcript by applying a novel model-based method, TransCount. Results From expression data, TransCount provided estimates of absolute transcript concentrations in each examined sample. The results from TransCount were used to calculate the Pearson correlation coefficient between transcript concentrations for different sample sizes. The correlations were clearly transcript copy number dependent. A critical level was observed where stochastic fluctuations became significant. The analysis allowed us to pinpoint the gene specific number of transcript templates that defined the limit of reliability with respect to number of cells from that particular source. In the sample amplifying from 1000 cells, transcripts expressed with at least 121 transcripts/cell were statistically reliable and for 250 cells, the limit was 1806 transcripts/cell. Above these thresholds, correlation between our data sets was at acceptable values for reliable interpretation. Conclusion These results imply that the reliability of any amplification experiment must be validated empirically to justify that any gene exists in sufficient quantity in the input material. This finding has important implications for any experiment where only extremely small samples such as single cell analyses or laser captured microdissected cells are available.
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Affiliation(s)
- Vigdis Nygaard
- Department of Tumor Biology, Institute for Cancer Research, The Norwegian Radium Hospital, Montebello, 0310 Oslo, Norway
| | - Marit Holden
- Norwegian Computing Center, P.O. Box 114 Blindern, 0314 Oslo, Norway
| | - Anders Løland
- Norwegian Computing Center, P.O. Box 114 Blindern, 0314 Oslo, Norway
| | - Mette Langaas
- Department of Mathematical Sciences, Norwegian University of Science and Technology, 7491 Trondheim, Norway
| | - Ola Myklebost
- Department of Tumor Biology, Institute for Cancer Research, The Norwegian Radium Hospital, Montebello, 0310 Oslo, Norway
| | - Eivind Hovig
- Department of Tumor Biology, Institute for Cancer Research, The Norwegian Radium Hospital, Montebello, 0310 Oslo, Norway
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de Bruin EC, van de Pas S, Lips EH, van Eijk R, van der Zee MMC, Lombaerts M, van Wezel T, Marijnen CAM, van Krieken JHJM, Medema JP, van de Velde CJH, Eilers PHC, Peltenburg LTC. Macrodissection versus microdissection of rectal carcinoma: minor influence of stroma cells to tumor cell gene expression profiles. BMC Genomics 2005; 6:142. [PMID: 16225673 PMCID: PMC1283972 DOI: 10.1186/1471-2164-6-142] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2004] [Accepted: 10/14/2005] [Indexed: 01/21/2023] Open
Abstract
Background The molecular determinants of carcinogenesis, tumor progression and patient prognosis can be deduced from simultaneous comparison of thousands of genes by microarray analysis. However, the presence of stroma cells in surgically excised carcinoma tissues might obscure the tumor cell-specific gene expression profiles of these samples. To circumvent this complication, laser microdissection can be performed to separate tumor epithelium from the surrounding stroma and healthy tissue. In this report, we compared RNAs isolated from macrodissected, of which only surrounding healthy tissue had been removed, and microdissected rectal carcinoma samples by microarray analysis in order to determine the most reliable approach to detect the expression of tumor cell-derived genes by microarray analysis. Results As microdissection yielded low tissue and RNA quantities, extra rounds of mRNA amplification were necessary to obtain sufficient RNA for microarray experiments. These second rounds of amplification influenced the gene expression profiles. Moreover, the presence of stroma cells in macrodissected samples had a minor contribution to the tumor cell gene expression profiles, which can be explained by the observation that more RNA is extracted from tumor epithelial cells than from stroma. Conclusion These data demonstrate that the more convenient procedure of macrodissection can be adequately used and yields reliable data regarding the identification of tumor cell-specific gene expression profiles.
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Affiliation(s)
- Elza C de Bruin
- Department of Clinical Oncology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA Leiden, The Netherlands
| | - Simone van de Pas
- Department of Clinical Oncology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA Leiden, The Netherlands
| | - Esther H Lips
- Department of Pathology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA Leiden, The Netherlands
| | - Ronald van Eijk
- Department of Pathology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA Leiden, The Netherlands
| | - Minke MC van der Zee
- Department of Clinical Oncology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA Leiden, The Netherlands
| | - Marcel Lombaerts
- Department of Pathology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA Leiden, The Netherlands
| | - Tom van Wezel
- Department of Pathology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA Leiden, The Netherlands
| | - Corrie AM Marijnen
- Department of Clinical Oncology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA Leiden, The Netherlands
| | - J Han JM van Krieken
- Department of Pathology, University Medical Center St. Radboud, Geert Grooteplein-Zuid 10, 6525 GA Nijmegen, The Netherlands
| | - Jan Paul Medema
- Department of Clinical Oncology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA Leiden, The Netherlands
| | - Cornelis JH van de Velde
- Department of Surgery, Leiden University Medical Center, Albinusdreef 2, 2333 ZA Leiden, The Netherlands
| | - Paul HC Eilers
- Department of Medical Statistics, Leiden University Medical Center, Wassenaarseweg 62, 2333 AL, Leiden, The Netherlands
| | - Lucy TC Peltenburg
- Department of Clinical Oncology, Leiden University Medical Center, Albinusdreef 2, 2333 ZA Leiden, The Netherlands
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Non-contact laser microdissection and pressure catapulting: Automation via object-oriented image processing. ACTA ACUST UNITED AC 2005. [DOI: 10.1016/j.mla.2005.07.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
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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: 1.8] [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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Håkansson J, Xian X, He L, Ståhlberg A, Nelander S, Samuelsson T, Kubista M, Semb H. Neural cell adhesion molecule-deficient beta-cell tumorigenesis results in diminished extracellular matrix molecule expression and tumour cell-matrix adhesion. Tumour Biol 2005; 26:103-12. [PMID: 15897690 DOI: 10.1159/000085817] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2004] [Accepted: 12/10/2004] [Indexed: 11/19/2022] Open
Abstract
To understand by which mechanism neural cell adhesion molecule (N-CAM) limits beta tumour cell disaggregation and dissemination, we searched for potential downstream genes of N-CAM during beta tumour cell progression by gene expression profiling. Here, we show that N-CAM-deficient beta-cell tumorigenesis is associated with changes in the expression of genes involved in cell-matrix adhesion and cytoskeletal dynamics, biological processes known to affect the invasive and metastatic behaviour of tumour cells. The extracellular matrix (ECM) molecules emerged as the primary target, i.e. N-CAM deficiency resulted in down-regulated mRNA expression of a broad range of ECM molecules. Consistent with this result, deficient deposition of major ECM stromal components, such as fibronectin, laminin 1 and collagen IV, was observed. Moreover, N-CAM-deficient tumour cells displayed defective matrix adhesion. These results offer a potential mechanism for tumour cell disaggregation during N-CAM-deficient beta tumour cell progression. Prospective consequences of these findings for the role of N-CAM in beta tumour cell dissemination are discussed.
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King C, Guo N, Frampton GM, Gerry NP, Lenburg ME, Rosenberg CL. Reliability and reproducibility of gene expression measurements using amplified RNA from laser-microdissected primary breast tissue with oligonucleotide arrays. J Mol Diagn 2005; 7:57-64. [PMID: 15681475 PMCID: PMC1867505 DOI: 10.1016/s1525-1578(10)60009-8] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023] Open
Abstract
Combined use of microdissection and high-density oligonucleotide arrays is a powerful technique to study in vivo gene expression. Because microdissection generally yields ng quantities of RNA, RNA amplification is necessary but affects array results. We tested the reliability and reproducibility of oligonucleotide array data obtained from small sample amplified RNA isolated from primary tissues via laser capture microdissection, to determine whether gene expression measurements obtained under these now customary conditions are reliable and reproducible enough to detect authentic expression differences between clinical samples. We performed eight U133A Affymetrix GeneChip oligonucleotide array hybridizations using RNA isolated from a single normal human breast specimen: two standard and six small samples prepared using independent microdissections, RNA isolations, and amplifications. We then performed six array hybridizations using RNA obtained similarly from paired normal epithelium and ductal carcinoma in situ from three independent breast specimens. We determined reliability by analysis of hybridization quality metrics, and reproducibility by analysis of the number of more than twofold changed genes, linear regression, and principal components analysis. All amplified RNA generated good quality hybridizations. From the initial specimen, correlations between replicates (r = 0.96 to 0.99) and between small samples (r = 0.94 to 0.98) were high, and between standard and small samples (r = 0.84) were moderate. In contrast, in the three normal cancer pairs, the differences in gene expression were large among the normal samples, the ductal carcinoma in situ samples, and between normal and ductal carcinoma in situ within each pair. These differences were a much larger source of variability than the technical variability introduced by the processes of laser capture microdissection, small sample amplification, and array hybridization. Nanogram quantities of RNA isolated from primary tissue using laser-capture microdissection generates reliable and reproducible gene expression measurements. These measurements do not mirror those obtained using micrograms of RNA. Biological variability in gene expression between independent specimens, and between histologically distinct samples within a specimen, is greater than the technical variability associated with the procedures. Future studies of in vivo gene expression using this approach will identify functionally important differences within or between specimens.
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Affiliation(s)
- Chialin King
- Division of Graduate Medical Sciences, Boston University School of Medicine and Boston Medical Center, Boston, Massachusetts 02118, USA
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Soverchia L, Ubaldi M, Leonardi-Essmann F, Ciccocioppo R, Hardiman G. Microarrays--the challenge of preparing brain tissue samples. Addict Biol 2005; 10:5-13. [PMID: 15849014 DOI: 10.1080/13556210412331327803] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Microarray experiments allow researchers to collect an amazing amount of gene expression data that have the potential to provide unique information to help interpretation of the biological functions of the central nervous system. These experiments are, however, technically demanding and present unique difficulties when used in the context of neuroscience research, in particular. Success or failure of microarray experiments are highly dependent on reproducible target preparations. This involves a relatively long chain of preparation steps, such as removal of tissue from experimental animals or from post-mortem human brains, storage, selection, and excision of brain regions. This is followed by RNA extraction, reverse transcription, and labeling of target cDNAs or cRNAs. Additionally, it is emphasized that the quality of microarray data largely relies on the proper handling of animals throughout experiments and the time of the day when experiments are stopped. This article tries to provide hints for some basic rules to be observed in preparation of samples for expression profiling studies.
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Affiliation(s)
- Laura Soverchia
- Department of Pharmacological Science and Experimental Medicine, University of Camerino, 62032 Camerino, Italy
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Abstract
The new methods of laser microdissection microscopy have received wide acceptance in biology and have been applied in a small number of parasitology investigations. Here, the techniques and applications of laser microdissection microscopy are reviewed with suggestions of how the systems might be used to explore applied questions in parasite molecular biology and host-parasite interactions.
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Becette V, Vignaud S, Régnier C, Labroquére M, Fourme E, Menet E, Bièche I, Spyratos F. Gene transcript assay by real-time RT-PCR in epithelial breast cancer cells selected by laser microdissection. Int J Biol Markers 2005; 19:100-8. [PMID: 15255541 DOI: 10.1177/172460080401900203] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
The cell type heterogeneity within clinical cancer tissue samples may affect the accuracy of gene expression analysis. In order to validate our laser microdissection (LMD) method using the Leica AS LMD system (LEICA Microsystems), we compared the mRNA levels of three major genes involved in breast cancer (ERalpha, PR, HER2), measured by means of real-time quantitative RT-PCR, in 5000 microdissected malignant epithelial cells and in corresponding bulk tumor homogenates from 14 patients. We also compared the mRNA level results to protein expression measured by immunohistochemistry (IHC) on the same tumors. For the three genes, significant correlations were found between mRNA results obtained on microdissected cells and IHC. Comparison between IHC and mRNA results obtained on microdissected cells and bulk tumors showed that in all cases microdissection enhanced the sensitivity of assessing target gene transcript levels and was essential for their accurate evaluation in heterogeneous tumors.
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Affiliation(s)
- V Becette
- Department de Pathologie, INSERM E0017, Centre René Huguenin, Saint-Cloud, France.
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Klur S, Toy K, Williams MP, Certa U. Evaluation of procedures for amplification of small-size samples for hybridization on microarrays. Genomics 2004; 83:508-17. [PMID: 14962677 DOI: 10.1016/j.ygeno.2003.09.005] [Citation(s) in RCA: 67] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2003] [Accepted: 09/03/2003] [Indexed: 11/20/2022]
Abstract
Various approaches have been developed for the preparation of samples for gene expression monitoring. For Affymetrix chips, a standard protocol is widely used; however, this is inefficient for small samples such as laser capture microdissections. Several amplification procedures for such samples already exist, and our goal was to test two of them: the first is based on random PCR amplification, and the second, linear amplification, involves performing the standard protocol twice. We analyzed a dilution of a commercially available mouse brain total RNA preparation and microdissections from mouse hippocampus and striatum. We evaluated the quality of microarray data by analyzing several chip parameters and performing multiple comparisons. At the biological level, brain microdissections prepared with either method gave similar expression results. At the technical level, analysis of the commercial sample showed that random PCR amplification is more reproducible, requires smaller RNA input, and generates cRNA of higher quality than linear amplification.
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Affiliation(s)
- Sandra Klur
- Roche Center for Medical Genomics, F Hoffmann--La Roche, Ltd, CH-4070 Basel, Switzerland
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Abstract
Biopsy of the kidney should never be undertaken without careful consideration of the risks vs benefits. Given the importance of a correct diagnosis in the treatment and prognosis of renal disease, the pathological evaluation should use all available modalities. Native kidney biopsies require examination by light microscopy, immunohistochemistry and electron microscopy. The processing of the renal biopsy is complex and requires the support of a fully equipped anatomic pathology laboratory. Technical expertise is required to process the small fragments of tissue and to produce sections of highest quality. The correct diagnosis requires a well-trained renal pathologist with thorough knowledge of not only renal pathology but also renal medicine in order to correlate intricate tissue-derived information with detailed clinical data. In view of the importance and consequences of the pathologic diagnosis, the Renal Pathology Society appointed an Ad Hoc Committee on Practice Guidelines, to define the essential ingredients necessary to provide quality renal pathology diagnoses. This document incorporates the consensus opinions of the committee and the RPS membership at large.
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Al-Mulla F, Al-Tamimi R, Bitar MS. Comparison of two probe preparation methods using long oligonucleotide microarrays. Biotechniques 2004; 37:827-33. [PMID: 15560138 DOI: 10.2144/04375rr03] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
The use of oligonucleotides as a capture platform for microarray-based experiments is gaining popularity. Oligonucleotide-based microarrays involving various probe preparations have been compared by a number of researchers. Limited data are available, however, regarding the concordances and efficacies of various probe preparations on long oligonucleotide-based microarrays. Accordingly, the current investigation assesses two labeling methods, namely Atlas™ PowerScript™ fluorescent cDNA (random priming) and T7 in vitro transcription cRNA [poly(T) priming] labeling kits. Our data revealed that a high degree of reproducibility among the examined genes for each assay used with correlation coefficients of 0.93 and 0.94 for random priming and poly(T) priming, respectively. It is worthy of note, however, that when the two assaying methods were compared, the data showed a poor correlation coefficient. A confirmatory step involving real-time reverse transcription PCR (RT-PCR) of 18 selected genes favors the superiority of the cDNA fluorescent labeling over the T7 labeling method. Overall, the microarray results generated by the poly(T) priming methodology should be viewed cautiously even when high reproducibility is evident.
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Affiliation(s)
- Fahd Al-Mulla
- Kuwait University, Faculty of Medicine, Department of Pathology, Safat, Kuwait.
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Kainz A, Mitterbauer C, Hauser P, Schwarz C, Regele HM, Berlakovich G, Mayer G, Perco P, Mayer B, Meyer TW, Oberbauer R. Alterations in gene expression in cadaveric vs. live donor kidneys suggest impaired tubular counterbalance of oxidative stress at implantation. Am J Transplant 2004; 4:1595-604. [PMID: 15367214 DOI: 10.1111/j.1600-6143.2004.00554.x] [Citation(s) in RCA: 46] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
Recipients of live donor transplant kidneys (LIV) exhibit a significantly longer allograft half-life compared with cadaveric donor organs (CADs). The reasons are incompletely understood. Therefore this study sought to elucidate the genome-wide gene expression profiles in microdissected transplant kidney biopsies obtained from five cadaveric and five matched live donors before transplantation. cDNA microarrays were used to determine the transcripts in isolated glomeruli (G) and the tubulointerstitial (TI) compartment. Data were subjected to hierarchical clustering, maxT adjustment and a jackknife procedure to ensure robustness of reported findings; validation was performed by independent analysis of split biopsies and TaqMan-PCR. One hundred and thirteen sequences representing 62 unique genes (17 redundant features), and 34 ESTs separated G from TI. No difference in gene expression was found in G between LIV and CAD kidneys, but nine genes (two represented twice) and three ESTs were abundantly expressed in the CAD TI compared with LIV. The main biological function of these genes is counter regulation of oxidative stress. Promoter analysis of significant features suggested coregulated gene groups. These data suggest that CAD kidneys exhibit a distinctly different set of transcripts in the TI compartment but not in the G compartment when compared with LIV kidneys.
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Affiliation(s)
- Alexander Kainz
- Department of Nephrology, University of Vienna, Vienna, Austria
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