301
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Agüero M, Gómez-Tejedor C, Cubillo ÁM, Rubio C, Romero E, Jiménez-Clavero MA. Real-Time Fluorogenic Reverse Transcription Polymerase Chain Reaction Assay for Detection of African Horse Sickness Virus. J Vet Diagn Invest 2008; 20:325-8. [DOI: 10.1177/104063870802000310] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
African horse sickness is an arthropod-borne disease of the equine included in the World Organization for Animal Health (OIE) list with important economic consequences for horse trade. The disease is caused by African horse sickness virus (AHSV; family Reoviridae, genus Orbivirus), which is transmitted by Culicoides midges. It is endemic in sub-Saharan Africa, spreading occasionally outside this area where the occurrence of Culicoides vectors allows virus transmission. Currently, only conventional (gel-based) reverse transcription polymerase chain reaction (RT-PCR) protocols are available for its detection; however, these methods are cumbersome and difficult to apply when large numbers of samples are to be tested, as in the case of epizootics. To overcome this problem, a real-time RT-PCR method has been developed, based on a 5'-Taq nuclease-3′-minor groove binder-DNA probe (TaqMan MGB) for detection of a wide range of AHSV serotypes and strains designed to the highly conserved region of the VP7 gene (segment 7). The method was able to detect all prototype strains from the 9 known serotypes of the virus, with a high analytical sensitivity; no cross-reactions were observed with other orbiviruses or with other viruses affecting horses. The diagnostic sensitivity was assessed using a panel of AHSV-positive tissue samples from an epizootic that occurred in Spain between 1987 and 1990. This method, which can be performed in 96-well format, is suitable for large-scale surveillance of AHSV in areas where it can potentially spread.
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Affiliation(s)
| | | | | | - Consuelo Rubio
- From the Laboratorio Central de Veterinaria, Algete, Madrid, Spain
| | - Esther Romero
- From the Laboratorio Central de Veterinaria, Algete, Madrid, Spain
| | - Miguel Angel Jiménez-Clavero
- the Centro de Investigación en Sanidad Animal, Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria, Valdeolmos, Madrid, Spain
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302
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Ferwerda G, Kramer M, de Jong D, Piccini A, Joosten LA, Devesaginer I, Girardin SE, Adema GJ, van der Meer JWM, Kullberg BJ, Rubartelli A, Netea MG. Engagement of NOD2 has a dual effect on proIL-1beta mRNA transcription and secretion of bioactive IL-1beta. Eur J Immunol 2008; 38:184-91. [PMID: 18157816 DOI: 10.1002/eji.200737103] [Citation(s) in RCA: 66] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Synthesis and release of pro-inflammatory cytokines, such as IL-1beta, play a crucial role in the intestinal inflammation that characterizes Crohn's disease. Mutations in the nucleotide oligomerization domain 2 (NOD2) gene are associated with an increased risk of Crohn's disease. Although it is known that NOD2 mediates cytokine responses to muramyl dipeptide (MDP), it is yet unclear whether NOD2 stimulation mediates only transcription of pro-IL-1beta mRNA, or whether NOD2 is also involved in the activation of caspase-1 and release of active IL-1beta. By investigating the response of MNC from Crohn's disease patients homozygous for the 3020insC NOD2 mutation, we were able to show that NOD2 signaling after stimulation with MDP has a dual effect by activating proIL-1beta mRNA transcription and inducing release of bioactive IL-1beta. Because NOD2 engagement amplifies TLR stimulation, we investigated whether activation of caspase-1 by MDP is involved in the NOD2/TLR synergism. The synergy in IL-1beta production between NOD2 and TLR is mediated at post-translational level in a caspase-1-dependent manner, which indirectly suggests that NOD2 also induces caspase-1 activation. In contrast, the synergy in TNF-alpha production after stimulation with MDP and LPS is induced at transcriptional level. This demonstrates that both caspase-1-dependent and -independent mechanisms are involved in the synergy between NOD2 and TLR.
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Affiliation(s)
- Gerben Ferwerda
- Department of Internal Medicine, Radboud University Nijmegen Medical Center, Nijmegen, The Netherlands
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303
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Ellefsen S, Stensløkken KO, Sandvik GK, Kristensen TA, Nilsson GE. Improved normalization of real-time reverse transcriptase polymerase chain reaction data using an external RNA control. Anal Biochem 2008; 376:83-93. [PMID: 18294949 DOI: 10.1016/j.ab.2008.01.028] [Citation(s) in RCA: 50] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2007] [Revised: 01/21/2008] [Accepted: 01/23/2008] [Indexed: 11/26/2022]
Abstract
No golden standard exists for normalization of real-time reverse transcriptase polymerase chain reaction (RT PCR) data and procedures used are often not validated. Numerous studies have indicated that current approaches are inadequate. Here, we report the development of an external RNA control approach. It is the first to add external RNA to tissue on a per unit weight basis, and we demonstrate its accuracy, suitability, and necessity in experiments involving severe physiological challenges. We utilized the approach to examine the expression of the internal RNA control genes (reference genes) beta-actin, cyclophilin A, and glyceraldehyde 3-phospate dehydrogenase in brain and heart of normoxic and anoxic crucian carp (Carassius carassius). The internal RNA control genes differed significantly in expression in experimental groups, especially in heart. We also demonstrate that the external RNA control approach provides a more accurate normalization of target genes. For example, it revealed a 2.5-fold increase in the expression of the stress-response gene HSC70, which was not detected using beta-actin or geNorm. Further, we demonstrate and discuss the need for using the optimized and standardized external RNA control protocol reported. Collectively, our data suggest that the normalization of real-time RT PCR data is considerably improved by adding an external RNA control to the samples.
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Affiliation(s)
- Stian Ellefsen
- Physiology Programme, Department of Molecular Biosciences, University of Oslo, 0316 Oslo, Norway.
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304
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Abstract
This chapter describes two different fast protocols for optimizing EasyBeacons for the challenging detection of the methylation status of a single CpG duplet in bisulfitetreated DNA. EasyBeacons can be used in multiplex detections even if they do not have the same affinity for their respective targets giving very specific results for both realtime polymerase chain reaction (real-time PCR) detection and endpoint analysis using inexpensive master mixes. The technology described in this chapter is a very competitive alternative to other real-time PCR technologies.
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305
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Iwase T, Seki K, Shinji H, Mizunoe Y, Masuda S. Development of a real-time PCR assay for the detection and identification of Staphylococcus capitis, Staphylococcus haemolyticus and Staphylococcus warneri. J Med Microbiol 2007; 56:1346-1349. [PMID: 17893172 DOI: 10.1099/jmm.0.47235-0] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Staphylococcus capitis, Staphylococcus haemolyticus and Staphylococcus warneri are coagulase-negative staphylococci. Each species has different characteristics, and a difference in pathology is also seen in compromised hosts. Therefore, the development of a species-specific simple detection method for the identification of these staphylococci is important. Here, a species-specific real-time PCR assay is reported that targets the superoxide dismutase A-encoding gene of these bacteria. Primers were designed with a base that was non-complementary with regard to the other bacteria. This base was at the 3' end of the primer (3' mismatch primer) and conferred high specificity. These primers were then evaluated using real-time PCR. They reacted only with the target bacterium. In addition, stable quantitative reactions were observed when experiments were performed using genomic DNA extracted from varying numbers of staphylococci cells (10(1)-10(7) cells). These results indicate that this method is useful for the identification and quantitative analysis of S. capitis, S. haemolyticus and S. warneri.
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Affiliation(s)
- Tadayuki Iwase
- Department of Microbiology II, Jikei University School of Medicine, 3-25-8 Nishi-Shinbashi, Minato-Ku, Tokyo 105-8461, Japan
| | - Keiko Seki
- Department of Microbiology II, Jikei University School of Medicine, 3-25-8 Nishi-Shinbashi, Minato-Ku, Tokyo 105-8461, Japan
| | - Hitomi Shinji
- Department of Microbiology II, Jikei University School of Medicine, 3-25-8 Nishi-Shinbashi, Minato-Ku, Tokyo 105-8461, Japan
| | - Yoshimitsu Mizunoe
- Department of Microbiology II, Jikei University School of Medicine, 3-25-8 Nishi-Shinbashi, Minato-Ku, Tokyo 105-8461, Japan
| | - Shogo Masuda
- Department of Microbiology II, Jikei University School of Medicine, 3-25-8 Nishi-Shinbashi, Minato-Ku, Tokyo 105-8461, Japan
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306
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Romero MDM, Grasa MDM, Esteve M, Fernández-López JA, Alemany M. Semiquantitative RT-PCR measurement of gene expression in rat tissues including a correction for varying cell size and number. Nutr Metab (Lond) 2007; 4:26. [PMID: 18039356 PMCID: PMC2217546 DOI: 10.1186/1743-7075-4-26] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2007] [Accepted: 11/26/2007] [Indexed: 11/30/2022] Open
Abstract
Background Current methodology of gene expression analysis limits the possibilities of comparison between cells/tissues of organs in which cell size and/or number changes as a consequence of the study (e.g. starvation). A method relating the abundance of specific mRNA copies per cell may allow direct comparison or different organs and/or changing physiological conditions. Methods With a number of selected genes, we analysed the relationship of the number of bases and the fluorescence recorded at a present level using cDNA standards. A lineal relationship was found between the final number of bases and the length of the transcript. The constants of this equation and those of the relationship between fluorescence and number of bases in cDNA were determined and a general equation linking the length of the transcript and the initial number of copies of mRNA was deduced for a given pre-established fluorescence setting. This allowed the calculation of the concentration of the corresponding mRNAs per g of tissue. The inclusion of tissue RNA and the DNA content per cell, allowed the calculation of the mRNA copies per cell. Results The application of this procedure to six genes: Arbp, cyclophilin, ChREBP, T4 deiodinase 2, acetyl-CoA carboxylase 1 and IRS-1, in liver and retroperitoneal adipose tissue of food-restricted rats allowed precise measures of their changes irrespective of the shrinking of the tissue, the loss of cells or changes in cell size, factors that deeply complicate the comparison between changing tissue conditions. The percentage results obtained with the present methods were essentially the same obtained with the delta-delta procedure and with individual cDNA standard curve quantitative RT-PCR estimation. Conclusion The method presented allows the comparison (i.e. as copies of mRNA per cell) between different genes and tissues, establishing the degree of abundance of the different molecular species tested.
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Affiliation(s)
- Maria Del Mar Romero
- Department of Nutrition and Food Science, Faculty of Biology, University of Barcelona, Barcelona, Spain.
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307
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Walker EJ, Siminovitch KA. Primer: genomic and proteomic tools for the molecular dissection of disease. ACTA ACUST UNITED AC 2007; 3:580-9. [PMID: 17906613 DOI: 10.1038/ncprheum0595] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2007] [Accepted: 06/05/2007] [Indexed: 12/29/2022]
Abstract
Completion of the Human Genome Project has been rapidly followed by the emergence of high-throughput technologies that combine automation, miniaturization, and many other strategies and tools to enable systematic surveys of genome composition and gene expression. Of particular relevance to the prevention and management of disease are technologies such as high-throughput DNA genotyping, microarray-based gene-expression profiling, and mass spectrometry-facilitated protein profiling--platforms that collectively support the comprehensive analysis of DNA sequence variants across the genome and the global gene and protein expression changes that distinguish health from disease. Now used extensively in all facets of biomedical investigation, genomic and proteomic tools are already beginning to pinpoint molecular variants that influence risk and outcome in common diseases, and to thereby inform and direct development of novel molecular biomarkers and drug targets. As evidenced by recent advances in DNA sequencing methods, continued improvements in the scope, power, and cost efficiency of genomic and proteomic technologies should ensure their capacity to provide the scale and depth of knowledge required for translating genome sequence information into major medical impact.
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308
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Comparison between quantitative nucleic acid sequence-based amplification, real-time reverse transcriptase PCR, and real-time PCR for quantification of Leishmania parasites. J Clin Microbiol 2007; 46:73-8. [PMID: 17959763 DOI: 10.1128/jcm.01416-07] [Citation(s) in RCA: 78] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
DNA or RNA amplification methods for detection of Leishmania parasites have advantages regarding sensitivity and potential quantitative characteristics in comparison with conventional diagnostic methods but are often still not routinely applied. However, the use and application of molecular assays are increasing, but comparative studies on the performance of these different assays are lacking. The aim of this study was to compare three molecular assays for detection and quantification of Leishmania parasites in serial dilutions of parasites and in skin biopsies collected from cutaneous leishmaniasis (CL) patients in Manaus, Brazil. A serial dilution of promastigotes spiked in blood was tested in triplicate in three different runs by quantitative nucleic acid sequence-based amplification (QT-NASBA), quantitative real-time reverse transcriptase PCR (qRT-PCR), and quantitative real-time PCR (qPCR). In addition, the costs, durations, and numbers of handling steps were compared, and 84 skin biopsies from patients with suspected CL were tested. Both QT-NASBA and qRT-PCR had a detection limit of 100 parasites/ml of blood, while qPCR detected 1,000 parasites/ml. QT-NASBA had the lowest range of intra-assay variation (coefficients of variation [CV], 0.5% to 3.3%), while qPCR had the lowest range of interassay variation (CV, 0.4% to 5.3%). Furthermore, qRT-PCR had higher r2 values and amplification efficiencies than qPCR, and qPCR and qRT-PCR had faster procedures than QT-NASBA. All assays performed equally well with patient samples, with significant correlations between parasite counts. Overall, qRT-PCR is preferred over QT-NASBA and qPCR as the most optimal diagnostic assay for quantification of Leishmania parasites, since it was highly sensitive and reproducible and the procedure was relatively fast.
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309
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Iwase T, Hoshina S, Seki K, Shinji H, Masuda S, Mizunoe Y. Rapid identification and specific quantification of Staphylococcus epidermidis by 5' nuclease real-time polymerase chain reaction with a minor groove binder probe. Diagn Microbiol Infect Dis 2007; 60:217-9. [PMID: 17950556 DOI: 10.1016/j.diagmicrobio.2007.08.009] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2007] [Revised: 08/08/2007] [Accepted: 08/22/2007] [Indexed: 11/18/2022]
Abstract
A species-specific quantitative detection method involving 5' nuclease real-time polymerase chain reaction using a minor groove binder probe that was designed from the sodA gene was developed for Staphylococcus epidermidis. This method distinguished S. epidermidis from other staphylococci and specifically quantified the bacterium. This study shows that the method is useful for the identification and quantitative detection of S. epidermidis.
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Affiliation(s)
- Tadayuki Iwase
- Department of Bacteriology, The Jikei University School of Medicine, Tokyo 105-8461, Japan.
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310
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McCrea JK, Liu C, Ng LK, Wang G. Detection of the Escherichia coli pathogenic gene eae with three real-time polymerase chain reaction methods. Can J Microbiol 2007; 53:398-403. [PMID: 17538649 DOI: 10.1139/w06-148] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Several real-time polymerase chain reaction (PCR) methods are currently available to rapidly detect the presence of a specific DNA sequence. When used for detection of pathogenic organisms, the turnaround time for PCR-based methods is much lower than for traditional culture techniques. This study compared the sensitivity of three real-time PCR methods when detecting the Escherichia coli pathogenic gene eae to determine which method is most effective in identifying very low levels of the organism. The three methods were used to detect the eae gene over a range of DNA concentrations. The differences in sensitivity were statistically significant (p<0.05), and SYBR Green I PCR was found to have the lowest detection limit of the three; LUX primers had the highest detection limit. Therefore, using a defined DNA concentration for detecting the eae gene, SYBR Green I is the best alternative.
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311
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Deepak SA, Kottapalli KR, Rakwal R, Oros G, Rangappa KS, Iwahashi H, Masuo Y, Agrawal GK. Real-Time PCR: Revolutionizing Detection and Expression Analysis of Genes. Curr Genomics 2007; 8:234-51. [PMID: 18645596 PMCID: PMC2430684 DOI: 10.2174/138920207781386960] [Citation(s) in RCA: 127] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2007] [Revised: 02/27/2007] [Accepted: 03/02/2007] [Indexed: 02/06/2023] Open
Abstract
Invention of polymerase chain reaction (PCR) technology by Kary Mullis in 1984 gave birth to real-time PCR. Real-time PCR - detection and expression analysis of gene(s) in real-time - has revolutionized the 21(st) century biological science due to its tremendous application in quantitative genotyping, genetic variation of inter and intra organisms, early diagnosis of disease, forensic, to name a few. We comprehensively review various aspects of real-time PCR, including technological refinement and application in all scientific fields ranging from medical to environmental issues, and to plant.
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Affiliation(s)
- SA Deepak
- Department of Studies in Applied Botany and Biotechnology, University of Mysore, Manasagangotri, Mysore 570006,
India
| | - KR Kottapalli
- Plant Genome Research Unit, National Institute of Agrobiological Sciences, 2-1-2 Kannondai, Tsukuba 305-
8602, Ibaraki, Japan
| | - R Rakwal
- Human Stress Signal Research Center (HSS), National Institute of Advanced Industrial Science
and Technology (AIST), Tsukuba West, 16-1 Onogawa, Tsukuba 305-8569, Ibaraki, Japan
- Research Laboratory for
Agricultural Biotechnology and Biochemistry (RLABB), GPO Box 8207, Kathmandu, Nepal
| | - G Oros
- Plant Protection Institute,
Hungarian Academy of Sciences, Budapest, Hungary
| | - KS Rangappa
- Department of Studies in Chemistry, University of Mysore,
Manasagangotri, Mysore 570006, India
| | - H Iwahashi
- Human Stress Signal Research Center (HSS), National Institute of Advanced Industrial Science
and Technology (AIST), Tsukuba West, 16-1 Onogawa, Tsukuba 305-8569, Ibaraki, Japan
| | - Y Masuo
- Human Stress Signal Research Center (HSS), National Institute of Advanced Industrial Science
and Technology (AIST), Tsukuba West, 16-1 Onogawa, Tsukuba 305-8569, Ibaraki, Japan
| | - GK Agrawal
- Research Laboratory for
Agricultural Biotechnology and Biochemistry (RLABB), GPO Box 8207, Kathmandu, Nepal
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312
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Sorci L, Cimadamore F, Scotti S, Petrelli R, Cappellacci L, Franchetti P, Orsomando G, Magni G. Initial-rate kinetics of human NMN-adenylyltransferases: substrate and metal ion specificity, inhibition by products and multisubstrate analogues, and isozyme contributions to NAD+ biosynthesis. Biochemistry 2007; 46:4912-22. [PMID: 17402747 DOI: 10.1021/bi6023379] [Citation(s) in RCA: 63] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Initial-rate and product inhibition studies revealed distinctive ordered ternary complex kinetic mechanisms, substrate specificities, and metal ion preferences for the three isozymes of human nicotinamide mononucleotide adenylyl-transferase (NMNAT, EC 2.7.7.1). ATP binds before NMN with nuclear isozyme NMNAT1 and Golgi apparatus NMNAT2, but the opposite order is observed with the mitochondrial isozyme NMNAT3. Only the latter utilizes ITP efficiently in place of ATP, and while NMNH conversion to NADH by NMNAT1 and NMNAT3 occurs at similar rates, conversion by NMNAT2 is much slower. These isozymes can also be discriminated by their action on tiazofurin monophosphate (TrMP), a metabolite of the antineoplastic prodrug tiazofurin. Our finding that TrMP is only a substrate with NMNAT1 and NMNAT3 reveals for the first time an organelle selectivity in the metabolism of this important drug. In search of additional ways to discriminate these isozymes, we synthesized and tested the P1-(nicotinamide/nicotinate-riboside-5')-Pn-(adenosine-5') dinucleotides Np3AD, Np4AD, and Nap4AD. In addition to being highly effective inhibitors, these multisubstrate geometric inhibitors gave inhibition patterns that are consistent with the aforementioned isozyme differences in substrate binding order. Distinctive differences in their substrate specificity and metal ion selectivity also permitted us to quantify individual isozyme contributions to NAD+ formation in human cell extracts.
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Affiliation(s)
- Leonardo Sorci
- Istituto di Biotecnologie Biochimiche, Università Politecnica delle Marche, Via Ranieri 67, 60131 Ancona, Italy
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313
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Bosotti R, Locatelli G, Healy S, Scacheri E, Sartori L, Mercurio C, Calogero R, Isacchi A. Cross platform microarray analysis for robust identification of differentially expressed genes. BMC Bioinformatics 2007; 8 Suppl 1:S5. [PMID: 17430572 PMCID: PMC1885857 DOI: 10.1186/1471-2105-8-s1-s5] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Microarrays have been widely used for the analysis of gene expression and several commercial platforms are available. The combined use of multiple platforms can overcome the inherent biases of each approach, and may represent an alternative that is complementary to RT-PCR for identification of the more robust changes in gene expression profiles. In this paper, we combined statistical and functional analysis for the cross platform validation of two oligonucleotide-based technologies, Affymetrix (AFFX) and Applied Biosystems (ABI), and for the identification of differentially expressed genes. RESULTS In this study, we analysed differentially expressed genes after treatment of an ovarian carcinoma cell line with a cell cycle inhibitor. Treated versus control RNA was analysed for expression of 16425 genes represented on both platforms. We assessed reproducibility between replicates for each platform using CAT plots, and we found it high for both, with better scores for AFFX. We then applied integrative correlation analysis to assess reproducibility of gene expression patterns across studies, bypassing the need for normalizing expression measurements across platforms. We identified 930 genes as differentially expressed on AFFX and 908 on ABI, with approximately 80% common to both platforms. Despite the different absolute values, the range of intensities of the differentially expressed genes detected by each platform was similar. ABI showed a slightly higher dynamic range in FC values, which might be associated with its detection system. 62/66 genes identified as differentially expressed by Microarray were confirmed by RT-PCR. CONCLUSION In this study we present a cross-platform validation of two oligonucleotide-based technologies, AFFX and ABI. We found good reproducibility between replicates, and showed that both platforms can be used to select differentially expressed genes with substantial agreement. Pathway analysis of the affected functions identified themes well in agreement with those expected for a cell cycle inhibitor, suggesting that this procedure is appropriate to facilitate the identification of biologically relevant signatures associated with compound treatment. The high rate of confirmation found for both common and platform-specific genes suggests that the combination of platforms may overcome biases related to probe design and technical features, thereby accelerating the identification of trustworthy differentially expressed genes.
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Affiliation(s)
- Roberta Bosotti
- Genomics Unit, Biotechnology Department, Nerviano Medical Sciences S.r.l., Viale Pasteur 10, 20014 Nerviano (MI), Italy
| | - Giuseppe Locatelli
- Genomics Unit, Biotechnology Department, Nerviano Medical Sciences S.r.l., Viale Pasteur 10, 20014 Nerviano (MI), Italy
| | - Sandra Healy
- Genomics Unit, Biotechnology Department, Nerviano Medical Sciences S.r.l., Viale Pasteur 10, 20014 Nerviano (MI), Italy
| | - Emanuela Scacheri
- Genomics Unit, Biotechnology Department, Nerviano Medical Sciences S.r.l., Viale Pasteur 10, 20014 Nerviano (MI), Italy
| | - Luca Sartori
- Research Informatics Group, Chemistry Department, Nerviano Medical Sciences S.r.l., Viale Pasteur 10, 20014 Nerviano (MI), Italy
- Current address: Genextra S.p.A. c/o IFOM-IEO Campus, Via Adamello 16, 20134 Milan, Italy
| | - Ciro Mercurio
- Genomics Unit, Biotechnology Department, Nerviano Medical Sciences S.r.l., Viale Pasteur 10, 20014 Nerviano (MI), Italy
- Current address: Genextra S.p.A. c/o IFOM-IEO Campus, Via Adamello 16, 20134 Milan, Italy
| | - Raffaele Calogero
- Genomics and Bioinformatics Unit, Dipartimento di Scienze Cliniche e Biologiche c/o Az. Ospedaliera S. Luigi Regione Gonzole 10, 10043 Orbassano (TO), Italy
| | - Antonella Isacchi
- Genomics Unit, Biotechnology Department, Nerviano Medical Sciences S.r.l., Viale Pasteur 10, 20014 Nerviano (MI), Italy
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314
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Landeen LK, Aroonsakool N, Haga JH, Hu BS, Giles WR. Sphingosine-1-phosphate receptor expression in cardiac fibroblasts is modulated by in vitro culture conditions. Am J Physiol Heart Circ Physiol 2007; 292:H2698-711. [PMID: 17337593 DOI: 10.1152/ajpheart.01065.2006] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The bioactive molecule sphingosine-1-phosphate (S1P) binds with high affinity to five recognized receptors (S1P(1-5)) to affect various tissues, including cellular responses of cardiac fibroblasts (CFbs) and myocytes. CFbs are essential components of myocardium, and detailed study of their cell signaling and physiology is required for a number of emerging disciplines. Meaningful studies on CFbs, however, necessitate methods for selective, reproducible cell isolations. Macrophages reside within normal cardiac tissues and often are isolated with CFbs. A protocol was therefore developed that significantly reduces macrophage levels and utilizes more CFb-specific markers (discoidin domain receptor-2) instead of, or in addition to, more commonly used cytoskeletal markers. Our results demonstrate that primary isolated, purified CFbs express predominantly S1P(1-3); however, the relative levels of these receptor subtypes are modulated with time and by culture conditions. In coculture experiments, macrophages altered CFb S1P receptor levels relative to controls. Further investigations using known macrophage-secreted factors showed that S1P and H(2)O(2) had minimal effects on CFb S1P(1-3) expression, whereas transforming growth factor-beta1, TNF-alpha, and PDGF-BB significantly altered all S1P receptor subtypes. Lowering FBS concentrations from 10% to 0.1% increased S1P(2), whereas supplementation with either PDGF-BB or Rho-associated protein kinase inhibitor Y-27632 significantly elevated S1P(3) levels. S1P(2) and S1P(3) receptor levels are known to regulate cell migration. Using cells isolated from either normal or S1P(3)-null mice, we demonstrate that S1P(3) is important and necessary for CFb migration. These results highlight the importance of demonstrating CFb culture purity in functional studies of S1P and also identify conditions that modulate S1P receptor expression in CFbs.
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Affiliation(s)
- Lee K Landeen
- Department of Bioengineering, University of California San Diego, La Jolla, CA, USA
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315
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Chen GQ, Turner C, He X, Nguyen T, McKeon TA, Laudencia-Chingcuanco D. Expression profiles of genes involved in fatty acid and triacylglycerol synthesis in castor bean (Ricinus communis L.). Lipids 2007; 42:263-74. [PMID: 17393231 DOI: 10.1007/s11745-007-3022-z] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2006] [Accepted: 12/24/2006] [Indexed: 10/23/2022]
Abstract
Castor seed triacylglycerols (TAGs) contain 90% ricinoleate (12-hydroxy-oleate) which has numerous industrial applications. Due to the presence of the toxin ricin and potent allergenic 2S albumins in the seed, it is desirable to produce ricinoleate from temperate oilseeds. To identify regulatory genes or genes for enzymes that may up-regulate multiple activities or entire pathways leading to the ricinoleate and TAG synthesis, we have analyzed expression profiles of 12 castor genes involved in fatty acid and TAG synthesis using quantitative reverse transcription-polymerase chain reaction technology. A collection of castor seeds with well-defined developmental stages and morphologies was used to determine the levels of mRNA, ricinoleate and TAG. The synthesis of ricinoleate and TAG occurred when seeds progressed to stages of cellular endosperm development. Concomitantly, most of the genes increased their expression levels, but showed various temporal expression patterns and different maximum inductions ranging from 4- to 43,000-fold. Clustering analysis of the expression data indicated five gene groups with distinct temporal patterns. We identified genes involved in fatty acid biosynthesis and transport that fell into two related clusters with moderate flat-rise or concave-rise patterns, and others that were highly expressed during seed development that displayed either linear-rise or bell-shaped patterns. Castor diacylglycerol acyltransferase 1 was the only gene having a higher expression level in leaf and a declining pattern during cellular endosperm development. The relationships among gene expression, cellular endosperm development and ricinoleate/TAG accumulation are discussed.
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Affiliation(s)
- Grace Q Chen
- Western Regional Research Center, Agricultural Research Service, U.S. Department of Agriculture, 800 Buchanan St., Albany, CA 94710, USA.
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316
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Ling MM, Ricks C, Lea P. Multiplexing molecular diagnostics and immunoassays using emerging microarray technologies. Expert Rev Mol Diagn 2007; 7:87-98. [PMID: 17187487 DOI: 10.1586/14737159.7.1.87] [Citation(s) in RCA: 84] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Enzyme-linked immunosorbent assays (ELISA) are frequently used for quantitative measurement of the presence of protein, for single-analyte testing, in a sample. The application of ELISA in a microarray format has the potential to simultaneously measure the presence and/or concentrations of numerous proteins, in multiplex testing, all contained in a small drop of test fluid. Microspot microarray technology, in combination with protein biomarkers and nucleic acid diagnostics, appears to be the future high-performance analytical platform of choice. Validation of a large number of disease markers in both molecular and protein diagnostics has paved the way for the emergence of the multiplex assay. Initially, simple low-throughput multiplex assays were tested using the immunoassay format. These were followed by low-level multiplexing and high-throughput array-based immunoassays. More recently, two types of high-level multiplexing and high-throughput diagnostic methods using microspot arrays and bead arrays have been successfully developed to complement single-analyte assays. The value in rapid diagnostic evaluation for high-throughput multiplex, diagnostic test systems based on sound assay design must take into account data screening, normalization and statistical evaluation of possible concentration measurement, data errors and automated operation. Benefits of using multiplex array platforms include improved-quality patient care, as well as cost effectiveness and time saving. These multiplex methods also set the stage for future protein/nucleic acid codetection. Currently, the one analyte at a time test scheme is still dominant; nonetheless, the multiplex microspot microarray tests evaluated in a single multiassay analyzer are expected to become a significant part of clinical diagnostic testing within the next 5-10 years. This review is focused on microspot array and bead array methods for providing high throughput and a high degree of multiplexing in diagnostic testing.
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Affiliation(s)
- Michael M Ling
- umedik Inc., 36 Meteor Drive, Toronto, Ontario M9W 1A4, Canada.
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317
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Quantitative Reverse Transcriptase Polymerase Chain Reaction. BASIC SCIENCE TECHNIQUES IN CLINICAL PRACTICE 2007. [PMCID: PMC7123628 DOI: 10.1007/978-1-84628-740-4_8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/05/2022]
Abstract
Since the first documentation of real-time polymerase chain reaction (PCR),1 it has been used for an increasing and diverse number of applications, including mRNA expression studies, DNA copy number measurements in genomic or viral DNAs,2–7 allelic discrimination assays,8,9 expression analysis of specific splice variants of genes10–13 and gene expression in paraffin-embedded tissues,14,15 and laser captured microdissected cells.13,16–19 Therefore, quantitative reverse transcriptase polymerase chain reaction (Q-RT-PCR) is now essential in molecular diagnostics to quantitatively assess the level of RNA or DNA in a given specimen. QRT-PCR enables the detection and quantification of very small amounts of DNA, cDNA, or RNA, even down to a single copy. It is based on the detection of fluorescence produced by reporter probes, which varies with reaction cycle number. Only during the exponential phase of the conventional PCR reaction is it possible to extrapolate back in order to determine the quantity of initial template sequence. The “real-time” nature of this technology pertains to the constant monitoring of fluorescence from specially designed reporter probes during each cycle. Due to inhibitors of the polymerase reaction found with the template, reagent limitation or accumulation of pyrophosphate molecules, the PCR reaction eventually ceases to generate template at an exponential rate (i.e., the plateau phase), making the end point quantitation of PCR products unreliable in all but the exponential phase.
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318
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Gonzalez A, Grimes R, Walsh EJ, Dalton T, Davies M. Interaction of quantitative PCR components with polymeric surfaces. Biomed Microdevices 2006; 9:261-6. [PMID: 17180709 DOI: 10.1007/s10544-006-9030-6] [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: 10/23/2022]
Abstract
This study investigated the effect of exposing a polymerase chain reaction (PCR) mixture to capillary tubing of different materials and lengths, at different contact times and flow rates and the adsorption of major reaction components into the tubing wall. Using 0.5 mm ID tubing, lengths of 40 cm and residence times up to 45 min, none of the tested polymeric materials was found to affect subsequent PCR amplification. However, after exposure of the mixture to tubing lengths of 3 m or reduction of sample volume, PCR inhibition occurred, increasing with the volume to length ratio. Different flow velocities did not affect PCR yield. When the adsorption of individual PCR components was studied, significant DNA adsorption and even more significant adsorption of the fluorescent dye Sybr Green I was found. The results indicate that PCR inhibition in polymeric tubing results from adsorption of reaction components to wall surfaces, increasing substantially with tubing length or sample volume reduction, but not with contact time or flow velocities typical in dynamic PCR amplification. The data also highlight that chemical compatibility of polymeric capillaries with DNA dyes should be carefully considered for the design of quantitative microfluidic devices.
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Affiliation(s)
- Asensio Gonzalez
- Stokes Research Institute, University of Limerick, Limerick, Ireland
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319
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Ronsin C, Pillet A, Bali C, Denoyel GA. Evaluation of the COBAS AmpliPrep-total nucleic acid isolation-COBAS TaqMan hepatitis B virus (HBV) quantitative test and comparison to the VERSANT HBV DNA 3.0 assay. J Clin Microbiol 2006; 44:1390-9. [PMID: 16597867 PMCID: PMC1448684 DOI: 10.1128/jcm.44.4.1390-1399.2006] [Citation(s) in RCA: 48] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Quantitative detection of hepatitis B virus (HBV) in serum or plasma has become the most direct and reliable method for monitoring chronic hepatitis B. Here, we report the performance characteristics of a real-time PCR hepatitis B DNA quantitative assay, the COBAS TaqMan (CTM) HBV test (Roche Diagnostics, Meylan, France), in combination with an automated DNA extraction on the COBAS AmpliPrep (CAP) instrument using the total nucleic acid isolation kit (TNAI kit), a generic reagent for nucleic acid isolation (both from Roche Diagnostics). The linearity, accuracy, and specificity of the CAP-TNAI-CTM HBV test were evaluated using various reference panels and standards (HBV panel 2004 from Quality Control for Molecular Diagnostics, OptiQuant HBV panel from AcroMetrix, WHO International Standard for HBV, and Teragenix hepatitis B genotype panel). Quantitative results show that the CAP-TNAI-CTM HBV test performed well with respect to linearity, accuracy, and reproducibility from at least 100 to 500,000 HBV DNA IU/ml. Based on the log(10) IU of HBV DNA/ml measured, the intra-assay variation ranged from 2.49% to 8.46% and the interassay variation ranged from 1.88% to 7.83%. The test was extremely sensitive and could detect samples containing HBV DNA below the reported quantification threshold (<30 IU/ml). All HBV genotypes were correctly amplified, and no cross-contamination occurred during the automated sample preparation. In addition, 402 human serum samples were tested comparatively to the VERSANT HBV DNA 3.0 assay (bDNA; Bayer Diagnostics, Puteaux, France). The viral load results of the CAP-TNAI-CTM test and bDNA were significantly correlated, but the agreement between the two tests was poor, with large differences between results for individual samples. The hands-on time was estimated to be reduced from 2.30 h with bDNA to 45 min with the CAP-TNAI-CTM test, and up to 84 samples were completely processed within a working day. Overall, the performance characteristics of the CAP-TNAI-CTM test demonstrated that it provides a high-throughput sensitive and reliable method for quantitation of HBV DNA levels in the routine molecular laboratory.
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Affiliation(s)
- Christophe Ronsin
- Laboratoire L.C.L., Service de Biologie Moléculaire, 78 Avenue de Verdun, BP 110, 94208 Ivry sur Seine, France.
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320
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Xu S, Green M, Kingsley L, Webber S, Rowe D. A comparison of quantitative-competitive and realtime PCR assays using an identical target sequence to detect Epstein-Barr virus viral load in the peripheral blood. J Virol Methods 2006; 137:205-12. [PMID: 16879878 DOI: 10.1016/j.jviromet.2006.06.012] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2006] [Revised: 06/08/2006] [Accepted: 06/13/2006] [Indexed: 11/22/2022]
Abstract
Monitoring the load of Epstein-Barr virus (EBV) in the peripheral blood by quantitative PCR has been accepted as a useful tool for predicting the onset of EBV related diseases, confirming an EBV disease diagnosis and following the response to treatment interventions. In the present study, the use of a realtime polymerase chain reaction (rt-PCR) assay developed for unpurified cell preparations was examined and the results of the realtime assay were compared to an EBV quantitative-competitive PCR assay (QC-PCR). Both assays use the same target sequence and the same method for determining the standard value for the copy number of EBV genomes present. A comparison of 572 PCR results reveals that the realtime assay gave 5-10-fold higher values than the QC-PCR. Fifty-one results (8.9%) were discordant between the two sets of data. The most commonly encountered discordant result was detection of low amounts of EBV DNA by the rt-PCR assay that were not detected in specimens by QC-PCR. The two assays had a high degree of correlation across the range of load detection allowing clinically relevant threshold values determined in the QC-PCR assay to be inferred for the rt-PCR assay. External normalization of the rt-PCR assay was determined to be an important tool for monitoring the quality and/or quantity of human DNA in the starting material. rt-PCR assays with unpurified cell lysates compare favorably with quantitative-competitive assays and when normalized offer real advantages in specimen preparation, assay manipulations and reproducibility over both quantitative-competitive assays and realtime assays that require purified nucleic acid inputs.
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Affiliation(s)
- Shushen Xu
- Department of Infectious Diseases and Microbiology, Graduate School of Public Health, University of Pittsburgh, 130 DeSoto Street, Pittsburgh, Pennsylvania, United States
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321
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Peccia J, Hernandez M. Incorporating polymerase chain reaction-based identification, population characterization, and quantification of microorganisms into aerosol science: A review. ATMOSPHERIC ENVIRONMENT (OXFORD, ENGLAND : 1994) 2006; 40:3941-3961. [PMID: 32288550 PMCID: PMC7108281 DOI: 10.1016/j.atmosenv.2006.02.029] [Citation(s) in RCA: 93] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/22/2005] [Revised: 02/18/2006] [Accepted: 02/18/2006] [Indexed: 05/19/2023]
Abstract
The quantity, identity, and distribution of biomass in indoor and outdoor aerosols are poorly described. This is not consistent with the current understanding of atmospheric chemistry or the microbiological characterization of aquatic and terrestrial environments. This knowledge gap is due to both difficulties in applying contemporary microbiological techniques to the low biomass concentrations present in aerosols, and the traditional reliance of aerosol researchers on culture-based techniques-the quantitative limitations and ecological biases of which have been well-documented and are now avoided in other environmental matrices. This article reviews the emergence of the polymerase chain reaction (PCR) as a nonculture-based method to determine the identity, distribution, and abundance of airborne microorganisms. To encourage the use of PCR-based techniques by a broad spectrum of aerosol researchers, emphasis is given to the critical, aerosol specific method issues of sample processing, DNA extraction, and PCR inhibition removal. These methods are synthesized into a generalized procedure for the PCR-based study of microbial aerosols-equally applicable to both indoor and outdoor aerosol environments.
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Affiliation(s)
- Jordan Peccia
- Department of Chemical Engineering, Environmental Engineering Program, Yale University, New Haven, CT 06520, USA
- Corresponding author. Tel.: +1 203 432 4385; fax: +1 203 432 4387.
| | - Mark Hernandez
- Department of Civil, Environmental, and Architectural Engineering, University of Colorado-Boulder, Boulder, CO 80309, USA
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322
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Jiang J, Li H, Fahid FS, Filbert E, Safavi KE, Spangberg LS, Zhu Q. Quantitative analysis of osteoclast-specific gene markers stimulated by lipopolysaccharide. J Endod 2006; 32:742-6. [PMID: 16861073 DOI: 10.1016/j.joen.2006.02.003] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2005] [Revised: 02/02/2006] [Accepted: 02/04/2006] [Indexed: 11/18/2022]
Abstract
Lipopolysaccharide (LPS) in the outer layers of Gram-negative bacteria plays an important role in initiating and sustaining periapical lesions. To understand the mechanisms of osteoclastic bone resorption in periapical lesions induced by LPS, we stimulated osteoclast precursors, RAW 264.7 cells with LPS. LPS stimulated osteoclastogenesis when osteoclast precursors were primed with activator for NF-kappaB ligand (RANKL) as little as 24 h. By employing real-time PCR analysis, we have confirmed that osteoclast-like cells stimulated by LPS express high level of osteoclast-specific gene markers such as TRAP, cathepsin K, and calcitonin receptor. These results suggest that bone-resportive action by LPS is partially independent of RANKL.
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Affiliation(s)
- Jin Jiang
- Division of Endodontology, School of Dental Medicine, The University of Connecticut Health Center, Farmington, CT 06030-1715, USA.
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323
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Shu HJ, Isenberg K, Cormier RJ, Benz A, Zorumski CF. Expression of fructose sensitive glucose transporter in the brains of fructose-fed rats. Neuroscience 2006; 140:889-95. [PMID: 16581195 DOI: 10.1016/j.neuroscience.2006.02.071] [Citation(s) in RCA: 54] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2005] [Revised: 02/01/2006] [Accepted: 02/23/2006] [Indexed: 10/24/2022]
Abstract
Glucose transporters play a critical role in mammalian brain energy metabolism because glucose is the principal brain energy source and these transporters promote glucose movement into neural cells. When glucose is unavailable, fructose can serve as an alternative energy source. Using real-time polymerase chain reaction and actin as a reference mRNA, we investigated the impact of fructose feeding on rat brain and other tissue mRNA expression of glucose transporter 5 which has high affinity for fructose. Brain mRNA levels of glucose transporter 5 increased 1.5-fold in 35-day old rats after 7 days of fructose feeding compared with controls, whereas it increased 2.5-fold in jejunum. Semi-quantitative analysis of protein expression by immunofluorescence of glucose transporter 5 in rat hippocampi indicated a 2.4-fold increase. We demonstrated the specificity of fructose feeding on glucose transporter 5 expression by showing that the expression of the neuronal glucose transporter 3 and insulin-regulated glucose transporter 4 were unaffected. In addition, the expression of glucose transporter 5 increased in fructose fed older adult rats (8-months and 12-months old) when compared with controls. These results suggest that short-term fructose feeding increases the expression of glucose transporter 5 in both young and aging adult rats. Increased brain expression of glucose transporter 5 is likely to be important in the role of fructose as an alternative energy source.
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Affiliation(s)
- H-J Shu
- Department of Psychiatry, Washington University School of Medicine, 660 South Euclid Avenue, Campus Box 8134, St. Louis, MO 63110, USA
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324
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Müller J, Rox JM, Pötzsch B. Tissue Factor Gene Expression Analysis in Circulating Monocytes*. Transfus Med Hemother 2006. [DOI: 10.1159/000091110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
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325
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Wang Y, Barbacioru C, Hyland F, Xiao W, Hunkapiller KL, Blake J, Chan F, Gonzalez C, Zhang L, Samaha RR. Large scale real-time PCR validation on gene expression measurements from two commercial long-oligonucleotide microarrays. BMC Genomics 2006; 7:59. [PMID: 16551369 PMCID: PMC1435885 DOI: 10.1186/1471-2164-7-59] [Citation(s) in RCA: 211] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2005] [Accepted: 03/21/2006] [Indexed: 11/10/2022] Open
Abstract
Background DNA microarrays are rapidly becoming a fundamental tool in discovery-based genomic and biomedical research. However, the reliability of the microarray results is being challenged due to the existence of different technologies and non-standard methods of data analysis and interpretation. In the absence of a "gold standard"/"reference method" for the gene expression measurements, studies evaluating and comparing the performance of various microarray platforms have often yielded subjective and conflicting conclusions. To address this issue we have conducted a large scale TaqMan® Gene Expression Assay based real-time PCR experiment and used this data set as the reference to evaluate the performance of two representative commercial microarray platforms. Results In this study, we analyzed the gene expression profiles of three human tissues: brain, lung, liver and one universal human reference sample (UHR) using two representative commercial long-oligonucleotide microarray platforms: (1) Applied Biosystems Human Genome Survey Microarrays (based on single-color detection); (2) Agilent Whole Human Genome Oligo Microarrays (based on two-color detection). 1,375 genes represented by both microarray platforms and spanning a wide dynamic range in gene expression levels, were selected for TaqMan® Gene Expression Assay based real-time PCR validation. For each platform, four technical replicates were performed on the same total RNA samples according to each manufacturer's standard protocols. For Agilent arrays, comparative hybridization was performed using incorporation of Cy5 for brain/lung/liver RNA and Cy3 for UHR RNA (common reference). Using the TaqMan® Gene Expression Assay based real-time PCR data set as the reference set, the performance of the two microarray platforms was evaluated focusing on the following criteria: (1) Sensitivity and accuracy in detection of expression; (2) Fold change correlation with real-time PCR data in pair-wise tissues as well as in gene expression profiles determined across all tissues; (3) Sensitivity and accuracy in detection of differential expression. Conclusion Our study provides one of the largest "reference" data set of gene expression measurements using TaqMan® Gene Expression Assay based real-time PCR technology. This data set allowed us to use an alternative gene expression technology to evaluate the performance of different microarray platforms. We conclude that microarrays are indeed invaluable discovery tools with acceptable reliability for genome-wide gene expression screening, though validation of putative changes in gene expression remains advisable. Our study also characterizes the limitations of microarrays; understanding these limitations will enable researchers to more effectively evaluate microarray results in a more cautious and appropriate manner.
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Affiliation(s)
- Yulei Wang
- Molecular Biology Division, Applied Biosystems, Foster City, CA 94404, USA
| | - Catalin Barbacioru
- Molecular Biology Division, Applied Biosystems, Foster City, CA 94404, USA
| | - Fiona Hyland
- Molecular Biology Division, Applied Biosystems, Foster City, CA 94404, USA
| | - Wenming Xiao
- Molecular Biology Division, Applied Biosystems, Foster City, CA 94404, USA
| | | | - Julie Blake
- Molecular Biology Division, Applied Biosystems, Foster City, CA 94404, USA
| | - Frances Chan
- Molecular Biology Division, Applied Biosystems, Foster City, CA 94404, USA
| | - Carolyn Gonzalez
- Molecular Biology Division, Applied Biosystems, Foster City, CA 94404, USA
| | - Lu Zhang
- Molecular Biology Division, Applied Biosystems, Foster City, CA 94404, USA
| | - Raymond R Samaha
- Molecular Biology Division, Applied Biosystems, Foster City, CA 94404, USA
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326
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Gunson R, Collins T, Carman W. Practical experience of high throughput real time PCR in the routine diagnostic virology setting. J Clin Virol 2006; 35:355-67. [PMID: 16460999 PMCID: PMC7108255 DOI: 10.1016/j.jcv.2005.12.006] [Citation(s) in RCA: 74] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2005] [Revised: 12/08/2005] [Accepted: 12/12/2005] [Indexed: 11/30/2022]
Abstract
The advent of PCR has transformed the utility of the virus diagnostic laboratory. In comparison to traditional gel based PCR assays, real time PCR offers increased sensitivity and specificity in a rapid format. Over the past 4 years, we have introduced a number of qualitative and quantitative real time PCR assays into our routine testing service. During this period, we have gained substantial experience relating to the development and implementation of real-time assays. Furthermore, we have developed strategies that have allowed us to increase our sample throughput while maintaining or even reducing turn around times. The issues resulting from this experience (some of it bad) are discussed in detail with the aim of informing laboratories that are only just beginning to investigate the potential of this technology.
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Affiliation(s)
| | | | - W.F. Carman
- Corresponding author. Tel.: +44 141 211 0080; fax: +44 141 211 0082.
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327
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Csako G. Present and future of rapid and/or high-throughput methods for nucleic acid testing. Clin Chim Acta 2005; 363:6-31. [PMID: 16102738 DOI: 10.1016/j.cccn.2005.07.009] [Citation(s) in RCA: 34] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2005] [Revised: 07/03/2005] [Accepted: 07/03/2005] [Indexed: 12/21/2022]
Abstract
BACKGROUND Behind the success of 'completing' the human genome project was a more than 30-year history of technical innovations for nucleic acid testing. METHODS Discovery of specific restriction endonucleases and reverse transcriptase was followed shortly by the development of the first diagnostic nucleic acid tests in the early 1970s. Introduction of Southern, Northern and dot blotting and DNA sequencing later in the 1970s considerably advanced the diagnostic capabilities. Nevertheless, it was the discovery of the polymerase chain reaction (PCR) in 1985 that led to an exponential growth in molecular biology and the introduction of practicable nucleic acid tests in the routine laboratory. The past two decades witnessed a continuing explosion of technological innovations in molecular diagnostics. In addition to classic PCR and reverse transcriptase PCR, numerous variations of PCR and alternative amplification techniques along with an ever-increasing variety of detection chemistries, closed tube (homogeneous) assays, and automated systems were developed. Discovery of real-time quantitative PCR and the development of oligonucleotide microarrays, the 'DNA chip', in the 1990s heralded the beginning of another revolution in molecular biology and diagnostics that is still in progress.
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Affiliation(s)
- Gyorgy Csako
- Department of Laboratory Medicine, W.G. Magnuson Clinical Center, National Institutes of Health, Bethesda, MD 20892-1508, USA.
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