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Kappagoda CN, Senevirathne R, Jayasundara D, Warnasekara Y, Srimantha L, De Silva L, Agampodi SB. The human Toll-like receptor 2 (TLR2) response during pathogenic Leptospira infection. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.11.16.567338. [PMID: 38014008 PMCID: PMC10680769 DOI: 10.1101/2023.11.16.567338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2023]
Abstract
Background Human innate immune responses are triggered through the interaction of human pattern recognition receptors and pathogen-associated molecular patterns. The role of toll-like receptor2 (TLR2) in mice innate immune response to leptospirosis is well established, while human studies are limited. The present study aimed to determine the TLR2 response among confirmed cases of leptospirosis. Methodology/Principle findings The study has two components. Clinically suspected patients of leptospirosis were confirmed using a previously validated qPCR assay. Total RNA was extracted from patients' RNA-stabilized whole blood samples. Human TLR2 gene expression (RT-qPCR) analysis was carried out using an exon-exon spanning primer pair, using CFX Maestro™ software. The first set of patient samples was used to calculate the Relative Normalized Expression (ΔΔCq value) of the TLR2 gene in comparison to a healthy control sample and normalized by the reference gene GAPDH (Glyceraldehyde-3-phosphate dehydrogenase). Secondly, recruited patient samples were subjected to TLR2 gene expression analysis and compared to healthy controls and normalized by the reference genes Beta-2-microglobulin(B2M), Hypoxanthine phosphoribosyltransferase 1 (HPRT 1).In the initial cohort of 64 confirmed leptospirosis cases, 18 were selected for human TLR2 gene expression analysis based on criteria of leptospiremia and RNA yield. Within this group, one individual exhibited a down-regulation of TLR2 gene (Expression/ΔΔCq=0.01352), whereas the remaining subjects presented no significant change in gene expression. In a subsequent cohort of 23 confirmed cases, 13 were chosen for similar analysis. Among these, three patients demonstrated down-regulation of TLR2 gene expression, with Expression/ΔΔCq values of 0.86574, 0.47200, and 0.28579, respectively. No TLR2 gene expression was noted in the other patients within this second group. Conclusions Our investigation into the acute phase of leptospirosis using human clinical samples has revealed a downregulation of TLR2 gene expression. This observation contrasts to the upregulation commonly reported in the majority of in-vitro and in-vivo studies of Leptospira infection. These preliminary findings prompt a need for further research to explore the mechanisms underlying TLR2's role in the pathogenesis of leptospirosis, which may differ in clinical settings compared to laboratory models. Author Summary The human immune system employs pattern recognition receptors like toll-like receptor 2 (TLR2) to detect and combat infections such as leptospirosis. While TLR2's role is well-documented in mice, its function in the human response to leptospirosis remains unclear. Our study evaluated TLR2 activity in patients with confirmed leptospirosis. We conducted a genetic analysis of blood samples from these patients, comparing TLR2 gene activity against healthy individuals, with standard reference genes for accuracy. Contrary to expectations and existing laboratory data, we observed a decrease in TLR2 activity in some patients. This suggests that human TLR2 responses in actual infections may diverge from established laboratory models. These findings indicate a need for further study to understand the human immune response to leptospirosis, which may significantly differ from that observed in controlled experimental settings.
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Pucci M, D'Addario C. Assessing Gene Expression of the Endocannabinoid System Components by Real-Time Quantitative Reverse Transcription Polymerase Chain Reaction. Methods Mol Biol 2023; 2576:349-359. [PMID: 36152201 DOI: 10.1007/978-1-0716-2728-0_29] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
Real-time quantitative reverse transcription polymerase chain reaction (qRT-PCR), a major development in PCR technology, is a powerful and sensitive gene analysis technique that has revolutionized the field of gene expression assays. In this chapter, we describe in detail RNA extraction, reverse transcription (RT), and relative quantification of genes forming the endocannabinoid system in different experimental models. In particular, we here provide specific and sensitive assays to be used to assess gene expression of the endocannabinoid system components in mouse, rat, or human samples.
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Affiliation(s)
- Mariangela Pucci
- Faculty of Bioscience and Technology for Food, Agriculture and Environment, University of Teramo, Teramo, Italy
| | - Claudio D'Addario
- Faculty of Bioscience and Technology for Food, Agriculture and Environment, University of Teramo, Teramo, Italy.
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El Boujnouni H, Nait Balla K, Belkadi B, Rahouti M. Comparison between the recovery rate of three concentration protocols of water samples intended for analysis by Molecular Biology: Membrane filtration, filtration on gauze pad and centrifugation. Saudi J Biol Sci 2022; 29:1592-1597. [PMID: 35280573 PMCID: PMC8913413 DOI: 10.1016/j.sjbs.2021.11.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2021] [Revised: 10/29/2021] [Accepted: 11/04/2021] [Indexed: 11/17/2022] Open
Affiliation(s)
- Hamoucha El Boujnouni
- Team of Botany and Valorization of Plant and Fungal Resources Plant and Microbial Biotechnologies, Biodiversity and Environment Research Center, Faculty of Sciences, Mohammed V University in Rabat, B.P. 1014 RP, Rabat, Morocco
- Corresponding author.
| | - Kaoutar Nait Balla
- Team of Microbiology and Molecular Biology, Plant and Microbial Biotechnologies, Biodiversity and Environment Research Center, Faculty of Sciences, Mohammed V University in Rabat, B.P. 1014 RP, Rabat, Morocco
| | - Bouchra Belkadi
- Team of Microbiology and Molecular Biology, Plant and Microbial Biotechnologies, Biodiversity and Environment Research Center, Faculty of Sciences, Mohammed V University in Rabat, B.P. 1014 RP, Rabat, Morocco
| | - Mohamed Rahouti
- Team of Botany and Valorization of Plant and Fungal Resources Plant and Microbial Biotechnologies, Biodiversity and Environment Research Center, Faculty of Sciences, Mohammed V University in Rabat, B.P. 1014 RP, Rabat, Morocco
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qPCR Validation on the Basis of the Listeria monocytogenes prfA Assay. Methods Mol Biol 2021. [PMID: 32975765 DOI: 10.1007/978-1-0716-0982-8_4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
Abstract
Quantitative real-time polymerase chain reaction (qPCR) is one of the most used molecular methods. There are numerous qPCR assays on the market, some of them for pathogen detection, and the development of new assays still continues. However, what methods are suitable for assay performance validation and which information do they provide? For conclusions based on qPCR data, it is essential to know which capacities and limitations an assay has. This chapter gives an overview of methods for qPCR assay performance validation and the respective insights and how to combine them. Most of those validation methods have been published in connection with the prfA assay, which specifically detects Listeria monocytogenes. Thereby, it could be demonstrated that this assay reliably quantifies even a single copy of the prfA gene and is thus suitable for detection of Listeria monocytogenes.
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O'Sullivan AM, Samways KM, Perreault A, Hernandez C, Gautreau MD, Curry RA, Bernatchez L. Space invaders: Searching for invasive Smallmouth Bass ( Micropterus dolomieu) in a renowned Atlantic Salmon ( Salmo salar) river. Ecol Evol 2020; 10:2588-2596. [PMID: 32185004 PMCID: PMC7069312 DOI: 10.1002/ece3.6088] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2020] [Revised: 01/16/2020] [Accepted: 01/20/2020] [Indexed: 11/11/2022] Open
Abstract
Humans have the ability to permanently alter aquatic ecosystems and the introduction of species is often the most serious alteration. Non-native Smallmouth Bass (Micropterus dolomieu) were identified in Miramichi Lake c. 2008, which is a headwater tributary to the Southwest Miramichi River, a renowned Atlantic Salmon (Salmo salar) river whose salmon population is dwindling. A containment programme managed by the Department of Fisheries and Oceans, Canada (DFO) was implemented in 2009 to confine Smallmouth Bass (SMB) to the lake. We utilized environmental DNA (eDNA) as a detection tool to establish the potential escape of SMB into the Southwest Miramichi River. We sampled at 26 unique sites within Miramichi Lake, the outlet of Miramichi Lake (Lake Brook), which flows into the main stem Southwest Miramichi River, and the main stem Southwest Miramichi River between August and October 2017. We observed n = 6 positive detections located in the lake, Lake Brook, and the main stem Southwest Miramichi downstream of the lake. No detections were observed upstream of the confluence of Lake Brook and the main stem Southwest Miramichi. The spatial pattern of positive eDNA detections downstream of the lake suggests the presence of individual fish versus lake-sourced DNA in the outlet stream discharging to the main river. Smallmouth Bass were later confirmed by visual observation during a snorkeling campaign, and angling. Our results, both eDNA and visual confirmation, definitively show Smallmouth Bass now occupy the main stem of the Southwest Miramichi.
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Affiliation(s)
- Antóin M. O'Sullivan
- Canadian Rivers InstituteUniversity of New BrunswickFrederictonNBCanada
- Faculty of Forestry and Environmental ManagementUniversity of New BrunswickFrederictonNBCanada
| | - Kurt M. Samways
- Canadian Rivers InstituteUniversity of New BrunswickFrederictonNBCanada
- Department of Biological SciencesUniversity of New BrunswickSaint JohnNBCanada
| | - Alysse Perreault
- Institut de Biologie Intégrative et des Systèmes (IBIS)Pavillon Charles‐Eugène Marchand, Université LavalQuébecQCCanada
| | - Cécilia Hernandez
- Institut de Biologie Intégrative et des Systèmes (IBIS)Pavillon Charles‐Eugène Marchand, Université LavalQuébecQCCanada
| | - Mark D. Gautreau
- Canadian Rivers InstituteUniversity of New BrunswickFrederictonNBCanada
- Department of BiologyUniversity of New BrunswickFrederictonNBCanada
| | - R. Allen Curry
- Canadian Rivers InstituteUniversity of New BrunswickFrederictonNBCanada
- Faculty of Forestry and Environmental ManagementUniversity of New BrunswickFrederictonNBCanada
- Department of BiologyUniversity of New BrunswickFrederictonNBCanada
| | - Louis Bernatchez
- Institut de Biologie Intégrative et des Systèmes (IBIS)Pavillon Charles‐Eugène Marchand, Université LavalQuébecQCCanada
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Abstract
The clinical presentation of brucellosis in humans is variable and unspecific, and thus, laboratory corroboration of the diagnosis is essential for the patient's proper treatment. The diagnosis of brucellar infections can be made by culture, serological tests, and nucleic acid amplification assays. Modern automated blood culture systems enable detection of acute cases of brucellosis within the routine 5- to 7-day incubation protocol employed in clinical microbiology laboratories, although a longer incubation and performance of blind subcultures may be needed for protracted cases. Serological tests, though they lack specificity and provide results that may be difficult to interpret in individuals repeatedly exposed to Brucella organisms, nevertheless remain a diagnostic cornerstone in resource-poor countries. Nucleic acid amplification assays combine exquisite sensitivity, specificity, and safety and enable rapid diagnosis of the disease. However, long-term persistence of positive molecular test results in patients that have apparently fully recovered is common and has unclear clinical significance and therapeutic implications. Therefore, as long as there are no sufficiently validated commercial tests or studies that demonstrate an adequate interlaboratory reproducibility of the different homemade PCR assays, cultures and serological methods will remain the primary tools for the diagnosis and posttherapeutic follow-up of human brucellosis.
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Affiliation(s)
- Pablo Yagupsky
- Clinical Microbiology Laboratory, Soroka University Medical Center, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Pilar Morata
- Biochemistry and Molecular Biology Department, Faculty of Medicine, University of Málaga, Málaga, Spain
- IBIMA, Málaga, Spain
| | - Juan D Colmenero
- Infectious Diseases Service, University Regional Hospital, Málaga, Spain
- IBIMA, Málaga, Spain
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Sanjuan-Jimenez R, Colmenero JD, Morata P. Lessons learned with molecular methods targeting the BCSP-31 membrane protein for diagnosis of human brucellosis. Clin Chim Acta 2017; 469:1-9. [PMID: 28315659 DOI: 10.1016/j.cca.2017.03.014] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2016] [Revised: 03/10/2017] [Accepted: 03/11/2017] [Indexed: 11/30/2022]
Abstract
Brucellosis remains an emerging and re-emerging zoonosis worldwide causing high human morbidity. It usually affects persons who are permanently exposed to fastidious microorganisms of the Brucella genus and has a nonspecific clinical picture. Thus, diagnosis of brucellosis can sometimes be difficult. Molecular techniques have recently been found very useful in the diagnosis of brucellosis together with its common and very diverse focal complications. We herein review all the lessons learned by our group concerning the molecular diagnosis of human brucellosis over the last twenty years. The results, initially using one-step conventional PCR, later PCR-ELISA and more recently real-time PCR, using both fluorescent intercalating reagents (SYBR-Green I) and specific probes (Taqman), have shown that these techniques are all much more sensitive than bacteriological methods and more specific than the usual serological techniques for the diagnosis of primary infection, the post-treatment control of the disease, early detection of relapse and the diagnosis of focal complications. Optimization of the technique and improvements introduced over the years show that molecular methods, currently accessible for most clinical laboratories, enable easy rapid diagnosis of brucellosis at the same time as they avoid any risk to laboratory personnel while handling live Brucella spp.
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Affiliation(s)
- Rocio Sanjuan-Jimenez
- Biochemistry, Molecular Biology and Immunology Department, Faculty of Medicine, University of Malaga, Malaga, Spain.
| | - Juan D Colmenero
- Infectious Diseases Service, Regional University Hospital, Malaga, Spain
| | - Pilar Morata
- Biochemistry, Molecular Biology and Immunology Department, Faculty of Medicine, University of Malaga, Malaga, Spain
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Bailey AM, Pajak L, Fruchey IR, Cowan CA, Emanuel PA. Robotic Nucleic Acid Isolation Using a Magnetic Bead Resin and an Automated Liquid Handler for Biological Agent Simulants. ACTA ACUST UNITED AC 2016. [DOI: 10.1016/s1535-5535(03)00016-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
The events that occurred following the mailing of Bacillus anthracis-laced envelopes through the postal system has highlighted the need to perform biological screening on large numbers of environmental samples. High-throughput screening that relies on integrated robotic systems to speed analysis has been undertaken to handle the surge in samples requiring testing in events involving weapons of mass destruction. These automated screening systems require DNA extraction methods capable of handling environmental samples that contain inhibitors and have target organisms at low concentrations. This study describes the development of a method for the detection of the biological warfare agent simulants Erwinia herbicola and Bacillus subtilis var. niger spores using paramagnetic bead-based resin with an automated liquid handler and environmental samples.
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Affiliation(s)
| | | | | | | | - Peter A. Emanuel
- U.S. Army Edgewood Chemical Biological Center, Aberdeen Proving Ground, MD
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Maasoumy B, Vermehren J. Diagnostics in hepatitis C: The end of response-guided therapy? J Hepatol 2016; 65:S67-S81. [PMID: 27641989 DOI: 10.1016/j.jhep.2016.07.023] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2016] [Revised: 07/20/2016] [Accepted: 07/21/2016] [Indexed: 02/07/2023]
Abstract
On-treatment hepatitis C virus (HCV) RNA has been used to predict response to interferon (IFN)-based therapy. The concept of response-guided treatment (RGT) was established to determine optimal treatment duration and to early identify patients not responding to futile therapies. RGT helped to improve sustained virologic response (SVR) rates and lower the rates of adverse effects. RGT was of particular importance for telaprevir- and boceprevir-based triple therapies. RGT strategies are dependent on highly sensitive and reproducible HCV RNA quantification. However, different HCV RNA assays are used in routine clinical practice and these differ significantly in their performance characteristics. The development of IFN-free therapies has fundamentally changed the role of on-treatment HCV RNA for SVR prediction. Given the high efficacy and excellent tolerability of IFN-free regimens, the interest in treatment individualization has decreased. However, shorter treatment durations may still be desirable, particularly with respect to the high costs of current IFN-free direct-acting antiviral agents (DAAs). Moreover, some difficult-to-treat patients remain, e.g., those infected with HCV genotype 3 in whom the current standard of care may not always be sufficient to achieve SVR, especially in treatment-experienced patients with cirrhosis. Here, a RGT extension may be feasible. However, current data on the predictive value of on-treatment HCV RNA are limited and have shown conflicting results. As more potent DAAs become available, the role of response prediction may diminish further. Currently, shorter treatment duration is only based on baseline HCV RNA whereas no RGT strategy is recommended for any of the approved DAA regimens available.
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Affiliation(s)
- Benjamin Maasoumy
- Medizinische Hochschule Hannover, Klinik für Gastroenterologie, Hepatologie und Endokrinologie, Hannover, Germany
| | - Johannes Vermehren
- Universitätsklinikum Frankfurt, Medizinische Klinik 1, Frankfurt am Main, Germany.
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Abstract
Real-time quantitative reverse transcription polymerase chain reaction (real-time qRT-PCR), a major development of PCR technology, is a powerful and sensitive gene analysis technique that revolutionized the field of measuring gene expression. Here, we describe in detail RNA extraction, reverse transcription (RT), and relative quantification of genes belonging to the endocannabinoid system in mouse, rat, or human samples.
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Affiliation(s)
- Mariangela Pucci
- Faculty of Bioscience and Technology for Food, Agriculture and Environment, University of Teramo, Teramo, Italy
| | - Claudio D'Addario
- Faculty of Bioscience and Technology for Food, Agriculture and Environment, University of Teramo, Teramo, Italy. .,European Center for Brain Research (CERC)/Santa Lucia Foundation, Rome, Italy.
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Nguyen KV, Naviaux RK, Paik KK, Nakayama T, Nyhan WL. Lesch-Nyhan variant syndrome: real-time rt-PCR for mRNA quantification in variable presentation in three affected family members. NUCLEOSIDES NUCLEOTIDES & NUCLEIC ACIDS 2013; 31:616-29. [PMID: 22908952 DOI: 10.1080/15257770.2012.714028] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
Inherited mutations of hypoxanthine guanine phosphoribosyltransferase (HPRT) give rise to Lesch-Nyhan syndrome (LNS) or variants (LNV). We report molecular insights from real-time RT-PCR for HPRT mRNA quantification into the mechanism by which a single mutation located in exon 7 of the HPRT gene: c.500G>T, p.R167M, led to different clinical phenotypes from three male LNV-affected patients in the same family manifesting parallel differences in enzymatic activities. This approach can be applied for understanding genotype-phenotype correlations for other human genetic diseases.
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Affiliation(s)
- Khue Vu Nguyen
- Department of Medicine, Biochemical Genetics and Metabolism, The Mitochondrial and Metabolic Disease Center, School of Medicine, University of California San Diego, San Diego, California 92103-8467, USA.
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Validation of differential gene expression in muscle engineered from rat groin adipose tissue by quantitative real-time PCR. Biochem Biophys Res Commun 2012; 421:736-42. [DOI: 10.1016/j.bbrc.2012.04.073] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2012] [Accepted: 04/13/2012] [Indexed: 11/19/2022]
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Katrin Helfer-Hungerbuehler A, Cattori V, Bachler B, Hartnack S, Riond B, Ossent P, Lutz H, Hofmann-Lehmann R. Quantification and molecular characterization of the feline leukemia virus A receptor. INFECTION GENETICS AND EVOLUTION 2011; 11:1940-50. [PMID: 21889617 DOI: 10.1016/j.meegid.2011.08.015] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/25/2011] [Revised: 07/30/2011] [Accepted: 08/17/2011] [Indexed: 01/19/2023]
Abstract
Virus receptors and their expression patterns on the cell surface determine the cell tropism of the virus, host susceptibility and the pathogenesis of the infection. Feline thiamine transport protein 1 (fTHTR1) has been identified as the receptor for feline leukemia virus (FeLV) A. The goal of the present study was to develop a quantitative, TaqMan real-time PCR assay to investigate fTHTR1 mRNA expression in tissues of uninfected and FeLV-infected cats, cats of different ages, in tumor tissues and leukocyte subsets. Moreover, the receptor was molecularly characterized in different feline species. fTHTR1 mRNA expression was detected in all 30 feline tissues investigated, oral mucosa scrapings and blood. Importantly, identification of significant differences in fTHTR1 expression relied on normalization with an appropriate reference gene. The lowest levels were found in the blood, whereas high levels were measured in the oral mucosa, salivary glands and the musculature. In the blood, T lymphocytes showed significantly higher fTHTR1 mRNA expression levels than neutrophil granulocytes. In vitro activation of peripheral blood mononuclear cells with concanavalin A alone or followed by interleukin-2 led to a transient increase of fTHTR1 mRNA expression. In the blood, but not in the examined tissues, FeLV-infected cats tended to have lower fTHTR1 mRNA levels than uninfected cats. The fTHTR1 mRNA levels were not significantly different between tissues with lymphomas and the corresponding non-neoplastic tissues. fTHTR1 was highly conserved among different feline species (Iberian lynx, Asiatic and Indian lion, European wildcat, jaguarundi, domestic cat). In conclusion, while ubiquitous fTHTR1 mRNA expression corresponded to the broad target tissue range of FeLV, particularly high fTHTR1 levels were found at sites of virus entry and shedding. The differential susceptibility of different species to FeLV could not be attributed to variations in the fTHTR1 sequence.
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Weyrich A, Axtner J, Sommer S. Selection and validation of reference genes for real-time RT-PCR studies in the non-model species Delomys sublineatus, an endemic Brazilian rodent. Biochem Biophys Res Commun 2010; 392:145-9. [PMID: 20059981 DOI: 10.1016/j.bbrc.2009.12.173] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2009] [Accepted: 12/30/2009] [Indexed: 11/18/2022]
Abstract
Quantitative real-time RT-PCR (qRT-PCR) is a sensitive technique for gene expression analysis. A critical factor for creating reliable data in relative quantification is the normalization of the expression data of genes of interest. Therefore the needed normalization factor is calculated out of the expression data of co-amplified genes that are stable expressed in the certain sample material, the so-called reference genes. In this study, we demonstrate the important process of validating potential reference genes using a non-model species. As there are almost no sequences known of the Pallid Atlantic Forest Rat (Delomys sublineatus), a rodent used as indicator species in conservation studies of the endangered Brazilian rainforest, suitable primer sets are more problematic to find than in model species. Out of nine tested primer sets designed for the fully sequenced Mus musculus, five could be used for the establishment of a proper running SYBR-Green assay and validation of their constant expression. qRT-PCR results of 12 cDNAs of Delomys livers were analyzed with three different validation software programs: BestKeeper, NormFinder and geNorm. Our approach showed that out of the five (Sdha, Canx, Pgk1, Actb and Actg1) potential reference genes, the first four should be used for accurate normalization in further relative quantification analyses. Transferring data from close-by model organisms makes high sensitive real-time RT-PCR applicable even to free-ranging non-model organisms. Our approach might be suitable for other non-model organisms.
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Affiliation(s)
- Alexandra Weyrich
- Leibniz Institute for Zoo and Wildlife Research (IZW), Evolutionary Genetics, Alfred-Kowalke-Str. 17, 10315 Berlin, Germany
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Kessler Y, Helfer-Hungerbuehler AK, Cattori V, Meli ML, Zellweger B, Ossent P, Riond B, Reusch CE, Lutz H, Hofmann-Lehmann R. Quantitative TaqMan real-time PCR assays for gene expression normalisation in feline tissues. BMC Mol Biol 2009; 10:106. [PMID: 20003366 PMCID: PMC2803789 DOI: 10.1186/1471-2199-10-106] [Citation(s) in RCA: 59] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2009] [Accepted: 12/11/2009] [Indexed: 11/13/2022] Open
Abstract
Background Gene expression analysis is an important tool in contemporary research, with real-time PCR as the method of choice for quantifying transcription levels. Co-analysis of suitable reference genes is crucial for accurate expression normalisation. Reference gene expression may vary, e.g., among species or tissues; thus, candidate genes must be tested prior to use in expression studies. The domestic cat is an important study subject in both medical research and veterinary medicine. The aim of the present study was to develop TaqMan® real-time PCR assays for eight potential reference genes and to test their applicability for feline samples, including blood, lymphoid, endocrine, and gastrointestinal tissues from healthy cats, and neoplastic tissues from FeLV-infected cats. Results RNA extraction from tissues was optimised for minimal genomic DNA (gDNA) contamination without use of a DNase treatment. Real-time PCR assays were established and optimised for v-abl Abelson murine leukaemia viral oncogene homolog (ABL), β-actin (ACTB), β-2-microglobulin (B2M), β-glucuronidase (GUSB), hydroxymethyl-bilane synthase (HMBS), hypoxanthine phosphoribosyltransferase (HPRT), ribosomal protein S7 (RPS7), and tryptophan 5-monooxygenase activation protein, zeta polypeptide (YWHAZ). The presence of pseudogenes was confirmed for four of the eight investigated genes (ACTB, HPRT, RPS7, and YWHAZ). The assays were tested together with previously developed TaqMan® assays for feline glyceraldehyde-3-phosphate dehydrogenase (GAPDH) and the universal 18S rRNA gene. Significant differences were found among the expression levels of the ten candidate reference genes, with a ~106-fold expression difference between the most abundant (18S rRNA) and the least abundant genes (ABL, GUSB, and HMBS). The expression stability determined by the geNorm and NormFinder programs differed significantly. Using the ANOVA-based NormFinder program, RPS7 was the most stable gene in the tissues studied, followed by ACTB and ABL; B2M, HPRT, and the 18S rRNA genes were the least stable ones. Conclusion The reference gene expression stability varied considerably among the feline tissues investigated. No tested gene was optimal for normalisation in all tissues. For the majority of the tissues, two to three reference genes were necessary for accurate normalisation. The present study yields essential information on the correct choice of feline reference genes depending on the tissues analysed.
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Henning TR, Lacour N, Amedee AM. Efficient methodologies for sensitive HIV-1 RNA quantitation from plasma and vaginal secretions. J Clin Virol 2009; 46:309-13. [PMID: 19783472 DOI: 10.1016/j.jcv.2009.08.015] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2009] [Revised: 08/18/2009] [Accepted: 08/26/2009] [Indexed: 11/28/2022]
Abstract
BACKGROUND Quantifying HIV levels in mucosal secretions is essential to study compartmentalized expression of HIV and facilitate development of intervention strategies to prevent disease progression and transmission. OBJECTIVES To develop a sensitive, reliable, and cost-effective technique to quantify HIV from blood and vaginal secretions that is compatible with efficient implementation in clinical research environments. STUDY DESIGN A sensitive, reliable, internally-controlled real-time reverse transcriptase (RT) PCR assay, which uses the HIV-1 pol gene as a target (Hpol assay) was developed to quantify HIV levels in plasma and genital secretions, and compared to the widely used Roche Amplicor HIV-1 Monitor assay. In addition, a simplified method of sample collection and processing of genital secretions (self-collection and use of RNAlater with batch processing) was compared to provider collection of samples and immediate processing. RESULTS The sensitivity and reliability of HIV levels detected by the assay described herein correlate well with measurements from Roche Amplicor HIV-1 Monitor assay for both plasma and vaginal secretions (R(2)=0.9179 and R(2)=0.942, respectively). The Hpol assay reproducibly quantifies a lower limit of 5 HIV-1 RNA copies per reaction, with low-levels of inter-assay and intra-assay variation. Additionally, vaginal viral levels and detection frequency did not differ significantly between the two the collection and processing methods. CONCLUSIONS The methodologies developed here provide sensitive, reliable, and cost-effective quantification of HIV levels in plasma and mucosal secretions, and are compatible with efficient use in clinical research studies.
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Affiliation(s)
- Tara Randolph Henning
- Department of Microbiology, Immunology, and Parasitology, Louisiana State University Health Sciences Center, New Orleans, LA 70112, USA
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Ho-Pun-Cheung A, Bascoul-Mollevi C, Assenat E, Boissière-Michot F, Bibeau F, Cellier D, Ychou M, Lopez-Crapez E. Reverse transcription-quantitative polymerase chain reaction: description of a RIN-based algorithm for accurate data normalization. BMC Mol Biol 2009; 10:31. [PMID: 19368728 PMCID: PMC2679744 DOI: 10.1186/1471-2199-10-31] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2008] [Accepted: 04/15/2009] [Indexed: 11/21/2022] Open
Abstract
Background Reverse transcription-quantitative polymerase chain reaction (RT-qPCR) is the gold standard technique for mRNA quantification, but appropriate normalization is required to obtain reliable data. Normalization to accurately quantitated RNA has been proposed as the most reliable method for in vivo biopsies. However, this approach does not correct differences in RNA integrity. Results In this study, we evaluated the effect of RNA degradation on the quantification of the relative expression of nine genes (18S, ACTB, ATUB, B2M, GAPDH, HPRT, POLR2L, PSMB6 and RPLP0) that cover a wide expression spectrum. Our results show that RNA degradation could introduce up to 100% error in gene expression measurements when RT-qPCR data were normalized to total RNA. To achieve greater resolution of small differences in transcript levels in degraded samples, we improved this normalization method by developing a corrective algorithm that compensates for the loss of RNA integrity. This approach allowed us to achieve higher accuracy, since the average error for quantitative measurements was reduced to 8%. Finally, we applied our normalization strategy to the quantification of EGFR, HER2 and HER3 in 104 rectal cancer biopsies. Taken together, our data show that normalization of gene expression measurements by taking into account also RNA degradation allows much more reliable sample comparison. Conclusion We developed a new normalization method of RT-qPCR data that compensates for loss of RNA integrity and therefore allows accurate gene expression quantification in human biopsies.
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Absolute quantitation of feline leukemia virus proviral DNA and viral RNA loads by TaqMan real-time PCR and RT-PCR. Methods Mol Biol 2008; 429:73-87. [PMID: 18695960 DOI: 10.1007/978-1-60327-040-3_6] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/03/2023]
Abstract
Sensitive TaqMan real-time polymerase chain reaction (PCR)-based methods have been developed recently for the detection and quantitation of feline leukemia virus (FeLV) proviral DNA in infected cats. In this chapter, we outline the design and implementation of a TaqMan real-time PCR assay to quantify total FeLV proviral and viral RNA loads in infected cats. The assay is designed to amplify all three FeLV subtypes (A-C), but not FeLV-related endogenous retroviral sequences. The system is tested and optimized using proviral DNA or viral RNA from cells infected with reference strains. The sequence used to produce the standard DNA and RNA is amplified, subcloned into a vector, and sequenced. cRNA is synthesized from the linearized plasmid DNA. Standard DNA and RNA are quantified, diluted and used to determine efficiency, sensitivity, linear amplification range, and precision of the quantitative TaqMan real-time PCR assays.
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20
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Chervoneva I, Hyslop T, Iglewicz B, Johns L, Wolfe HR, Schulz S, Leong E, Waldman S. Statistical algorithm for assuring similar efficiency in standards and samples for absolute quantification by real-time reverse transcription polymerase chain reaction. Anal Biochem 2006; 348:198-208. [PMID: 16336939 DOI: 10.1016/j.ab.2005.10.042] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2005] [Revised: 08/18/2005] [Accepted: 10/25/2005] [Indexed: 11/24/2022]
Abstract
Reverse transcription (RT) followed by the polymerase chain reaction (PCR) is the method of choice for quantifying rare transcripts in biological samples. A key assumption underlying the absolute quantification of transcripts is similar amplification efficiencies of all external standards and samples. However, efficiencies can vary between individual reactions, a problem that can be magnified when quantifying transcripts of low abundance. Here, an algorithm to assure that calibration standards and samples meet the assumption of similar amplification efficiencies underlying absolute quantification is presented. Individual reaction efficiency is estimated by fitting an exponential growth model to the fluorescence data in the exponential phase of the reaction. Next, reactions of standards with outlying estimates of amplification rates are eliminated using the boxplot outlier detection rule. Then, estimates of amplification rates of outlier-free standards are employed to define exact tolerance intervals, which are used to eliminate kinetic outliers from test samples. This algorithm was employed to eliminate kinetic outliers prior to defining the baseline expression of guanylyl cyclase C mRNA, a marker for colorectal cancer, in blood of healthy volunteers. These studies demonstrate that elimination of kinetic outliers from calibration standards and test samples improves the accuracy of absolute transcript quantification by RT-PCR.
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Affiliation(s)
- Inna Chervoneva
- Division of Biostatistics, Thomas Jefferson University, Philadelphia, PA 19107, USA.
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21
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Donald KM, Day AJ, Smerdon GR, Cross LJ, Hawkins AJS. Quantification of gene transcription and enzyme activity for functionally important proteolytic enzymes during early development in the Pacific oyster Crassostrea gigas. Comp Biochem Physiol B Biochem Mol Biol 2004; 136:383-92. [PMID: 14602147 DOI: 10.1016/s1096-4959(03)00211-2] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Gene transcripts and enzyme activities were quantified for a selection of functionally important aminopeptidases at 2-day intervals throughout the first 72 days of development in the Pacific oyster Crassostrea gigas. Leucine aminopeptidase (LAP) and cathepsin B (CathB) gene transcripts were quantified using fluorogenic ('real time') PCR. LAP and CathB gene transcripts were detected at all time points. The proportion of CathB transcripts remained essentially constant and low throughout development (Ct<35). The proportion of LAP transcripts was often similar (Ct<30), but with a distinct peak in transcript abundance at day 19 (Ct approximately 23). CathB and cathepsin D (CathD) enzyme activities were measured biochemically. Whilst CathD activity peaked at day 19, LAP and CathB activities both peaked at day 24. The closely coupled increase in transcript and enzyme activity for LAP indicates regulation at the transcriptional level. Alternatively, the peak in enzyme activity for CathB without enhanced transcriptional activity suggests post-transcriptional regulation. Similar mechanisms of regulation for LAP and CathB have been observed in both plants and mammals, indicating widespread conservation.
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Affiliation(s)
- K M Donald
- Plymouth Marine Laboratory, Prospect Place, Plymouth, Devon, PL1 3DH, UK.
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22
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García-Cañas V, Cifuentes A, González R. Detection of Genetically Modified Organisms in Foods by DNA Amplification Techniques. Crit Rev Food Sci Nutr 2004; 44:425-36. [PMID: 15615426 DOI: 10.1080/10408690490886665] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
In this article, the different DNA amplification techniques that are being used for detecting genetically modified organisms (GMOs) in foods are examined. This study intends to provide an updated overview (including works published till June 2002) on the principal applications of such techniques together with their main advantages and drawbacks in GMO detection in foods. Some relevant facts on sampling, DNA isolation, and DNA amplification methods are discussed. Moreover; these analytical protocols are discuissed from a quantitative point of view, including the newest investigations on multiplex detection of GMOs in foods and validation of methods.
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Labrenz M, Brettar I, Christen R, Flavier S, Bötel J, Höfle MG. Development and application of a real-time PCR approach for quantification of uncultured bacteria in the central Baltic Sea. Appl Environ Microbiol 2004; 70:4971-9. [PMID: 15294837 PMCID: PMC492436 DOI: 10.1128/aem.70.8.4971-4979.2004] [Citation(s) in RCA: 48] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
We have developed a highly sensitive approach to assess the abundance of uncultured bacteria in water samples from the central Baltic Sea by using a noncultured member of the "Epsilonproteobacteria" related to Thiomicrospira denitrificans as an example. Environmental seawater samples and samples enriched for the target taxon provided a unique opportunity to test the approach over a broad range of abundances. The approach is based on a combination of taxon- and domain-specific real-time PCR measurements determining the relative T. denitrificans-like 16S rRNA gene and 16S rRNA abundances, as well as the determination of total cell counts and environmental RNA content. It allowed quantification of T. denitrificans-like 16S rRNA molecules or 16S rRNA genes as well as calculation of the number of ribosomes per T. denitrificans-like cell. Every real-time measurement and its specific primer system were calibrated using environmental nucleic acids obtained from the original habitat for external standardization. These standards, as well as the respective samples to be measured, were prepared from the same DNA or RNA extract. Enrichment samples could be analyzed directly, whereas environmental templates had to be preamplified with general bacterial primers before quantification. Preamplification increased the sensitivity of the assay by more than 4 orders of magnitude. Quantification of enrichments with or without a preamplification step yielded comparable results. T. denitrificans-like 16S rRNA molecules ranged from 7.1 x 10(3) to 4.4 x 10(9) copies ml(-1) or 0.002 to 49.7% relative abundance. T. denitrificans-like 16S rRNA genes ranged from 9.0 x 10(1) to 2.2 x10(6) copies ml(-1) or 0.01 to 49.7% relative abundance. Detection limits of this real-time-PCR approach were 20 16S rRNA molecules or 0.2 16S rRNA gene ml(-1). The number of ribosomes per T. denitrificans-like cell was estimated to range from 20 to 200 in seawater and reached up to 2,000 in the enrichments. The results indicate that our real-time PCR approach can be used to determine cellular and relative abundances of uncultured marine bacterial taxa and to provide information about their levels of activity in their natural environment.
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Affiliation(s)
- Matthias Labrenz
- Department of Environmental Microbiology, GBF-German Research Centre for Biotechnology, Mascheroder Weg 1, 38124 Braunschweig, Germany
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Kelley KB, Lambert KN, Hager AG, Riechers DE. Quantitative expression analysis of GH3, a gene induced by plant growth regulator herbicides in soybean. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2004; 52:474-8. [PMID: 14759135 DOI: 10.1021/jf035134l] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
Symptoms resembling off-target plant growth regulator (PGR) herbicide injury are frequently found in soybean fields, but the causal agent is often difficult to identify. The expression of GH3, an auxin-regulated soybean gene, was quantified from soybean leaves injured by PGR herbicides using real-time RT-PCR. Expression of GH3 was analyzed to ascertain its suitability for use in a diagnostic assay to determine whether PGR herbicides are the cause of injury. GH3 was highly induced by dicamba within 3 days after treatment (DAT) and remained high at 7 DAT, but induction was much lower at 17 DAT. GH3 was also highly induced at 7 DAT by dicamba + diflufenzopyr, and to a lesser extent by the other PGR herbicides clopyralid and 2,4-D. The non-PGR herbicides glyphosate, imazethapyr, and fomesafen did not significantly induce GH3 expression above a low constitutive level. These results indicate that a diagnostic assay for PGR herbicide injury based on overexpression of auxin-responsive genes is feasible, and that GH3 is a potential candidate from which a diagnostic assay could be developed. However, time course analysis of GH3 expression indicates the assay would be effective for a limited time after exposure to the herbicide.
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Affiliation(s)
- Kevin B Kelley
- Department of Crop Sciences, University of Illinois, Urbana, Illinois 61801, USA
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25
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Saulnier P, Vidaud M, Gautier E, Motté N, Bellet D, Escudier B, Wilson D, Yver A. Development and validation of a real-time PCR assay for the detection and quantitation of p53 recombinant adenovirus in clinical samples from patients treated with Ad5CMV-p53 (INGN 201). J Virol Methods 2003; 114:55-64. [PMID: 14599679 DOI: 10.1016/j.jviromet.2003.08.012] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The purpose of this study was to assess the usefulness of real-time PCR as a quantitative, highly reproducible, and sensitive method, for detecting and quantifying p53 recombinant adenovirus in biological samples from cancer patients receiving injections of Ad5CMV-p53. The dynamic range of this real-time PCR-based assay was wide (at least five orders of magnitude). Our assay used an internal positive control in the same PCR tube that is capable of detecting residual PCR inhibitors. Serial spiked samples in plasma with known quantities of Ad5CMV-p53 were evaluated. The minimum detection limit was 2 pfu per PCR (approximately 50 pfu per ml of plasma) and the quantification values were reproducible. A total of 2069 controls tested with 1780 plasma samples from 286 patients enrolled in gene therapy trials using Ad5CMV-p53 were investigated. Using calibrators to adjust the quantitation value, the results confirmed the good performance of the assay. In conclusion, the high sensitivity, simplicity and reproducibility of the real-time Ad5CMV-p53 assay, allowing screening of large numbers of samples, combined with its wide dynamic range, make this method particularly suitable for monitoring gene therapy trials.
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Affiliation(s)
- Patrick Saulnier
- Centre de Référence IGR/Aventis Gencell, Institut Gustave-Roussy, 39, rue Camille Desmoulins, F-94805 Villejuif, France.
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26
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Kornmann M, Beger HG, Link KH. Chemosensitivity testing and test-directed chemotherapy in human pancreatic cancer. Recent Results Cancer Res 2003; 161:180-195. [PMID: 12528808 DOI: 10.1007/978-3-642-19022-3_15] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Human pancreatic cancer is a devastating disease with poor prognosis. In many cases it is diagnosed at stages in which a complete resection is not possible. However, even after complete resection most tumors recur. Therefore, several chemotherapeutic strategies have been developed, so far, with little impact on the clinical outcome. Because one of the hallmarks of human pancreatic cancer is its general resistance to chemotherapeutic agents, it seems important to develop strategies to individualize chemotherapy and to render cells more sensitive to chemotherapeutic agents. In this summary we describe our methods of in vitro chemosensitivity testing using the human tumor colony-forming assay for pancreatic cancer in comparison with other solid tumors and describe how the in vitro results influence chemotherapy. Furthermore, we point out new developments of mRNA quantitation of chemoresistance target enzymes based on real-time PCR, which may help in the future to individualize chemotherapy of pancreatic cancer. Finally, we present results of studies of cyclin D1 inhibition. Suppression of cyclin D1 by cyclin D1 antisense mRNA expression was associated with growth inhibition and an increase in chemosensitivity to fluoropyrimidines and platinum compounds. Because human pancreatic cancers are relatively chemoresistant and material for chemosensitivity testing with the human tumor colony-forming assay (HTCA) is in most cases difficult to obtain, future investigations should aim at the development of methods requiring only very small samples to analyzemarkers of chemosensitivity. Our results further suggest that chemotherapy in combination with strategies to increase chemosensitivity may be a reasonable regimen for the treatment of human pancreatic cancer in the future.
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Affiliation(s)
- Marko Kornmann
- Department of General Surgery, University of Ulm, Steinhövelstrasse 9, 89075 Ulm, Germany.
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27
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Liss B. Improved quantitative real-time RT-PCR for expression profiling of individual cells. Nucleic Acids Res 2002; 30:e89. [PMID: 12202777 PMCID: PMC137434 DOI: 10.1093/nar/gnf088] [Citation(s) in RCA: 105] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
The real-time quantitative polymerase chain reaction (rtqPCR) has overcome the limitations of conventional, time-consuming quantitative PCR strategies and is maturing into a routine tool to quantify gene expression levels, following reverse transcription (RT) of mRNA into complementary DNA (cDNA). Expression profiling with single-cell resolution is highly desirable, in particular for complex tissues like the brain that contain a large variety of different cell types in close proximity. The patch-clamp technique allows selective harvesting of single-cell cytoplasm after recording of cellular activity. However, components of the cDNA reaction, in particular the reverse transcriptase itself, significantly inhibit subsequent rtqPCR amplification. Using undiluted single-cell cDNA reaction mix directly as template for rtqPCR, I observed that the amplification kinetics of rtqPCRs were dramatically altered in a non-systematic fashion. Here, I describe a simple and robust precipitation protocol suitable for purification of single-cell cDNA that completely removes inhibitory RT components without detectable loss of cDNA. This improved single-cell real-time RT-PCR protocol provides a powerful tool to quantify differential gene expression of individual cells and thus could complement global microarray-based expression profiling strategies.
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Affiliation(s)
- Birgit Liss
- University Laboratory of Physiology and MRC Anatomical Neuropharmacology Unit, Department of Pharmacology, Oxford University, Parks Road, Oxford OX1 3PT, UK.
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28
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Pfaffl MW, Horgan GW, Dempfle L. Relative expression software tool (REST) for group-wise comparison and statistical analysis of relative expression results in real-time PCR. Nucleic Acids Res 2002; 30:e36. [PMID: 11972351 PMCID: PMC113859 DOI: 10.1093/nar/30.9.e36] [Citation(s) in RCA: 5617] [Impact Index Per Article: 244.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Real-time reverse transcription followed by polymerase chain reaction (RT-PCR) is the most suitable method for the detection and quantification of mRNA. It offers high sensitivity, good reproducibility and a wide quantification range. Today, relative expression is increasingly used, where the expression of a target gene is standardised by a non-regulated reference gene. Several mathematical algorithms have been developed to compute an expression ratio, based on real-time PCR efficiency and the crossing point deviation of an unknown sample versus a control. But all published equations and available models for the calculation of relative expression ratio allow only for the determination of a single transcription difference between one control and one sample. Therefore a new software tool was established, named REST (relative expression software tool), which compares two groups, with up to 16 data points in a sample and 16 in a control group, for reference and up to four target genes. The mathematical model used is based on the PCR efficiencies and the mean crossing point deviation between the sample and control group. Subsequently, the expression ratio results of the four investigated transcripts are tested for significance by a randomisation test. Herein, development and application of REST is explained and the usefulness of relative expression in real-time PCR using REST is discussed. The latest software version of REST and examples for the correct use can be downloaded at http://www.wzw.tum.de/gene-quantification/.
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Affiliation(s)
- Michael W Pfaffl
- Institute of Physiology, FML-Weihenstephan, Center of Life and Food Sciences, Technical University of Munich, Germany.
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29
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Ong YL, Irvine A. Quantitative real-time PCR: a critique of method and practical considerations. Hematology 2002; 7:59-67. [PMID: 12171779 DOI: 10.1080/10245330290015573] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022] Open
Affiliation(s)
- Yong-Lee Ong
- Department of Haematology, C-Floor, Belfast City Hospital, Belfast BT9 7AB, UK
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30
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Gabriel WN, Blumberg B, Sutton S, Place AR, Lance VA. Alligator aromatase cDNA sequence and its expression in embryos at male and female incubation temperatures. THE JOURNAL OF EXPERIMENTAL ZOOLOGY 2001; 290:439-48. [PMID: 11555851 DOI: 10.1002/jez.1087] [Citation(s) in RCA: 61] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
In all species of crocodilians, sex is determined not by genetic mechanisms, but by the temperature at which the egg is incubated. In the American alligator (Alligator mississippiensis) the thermosensitive period (TSP) for sex determination is a 7- to 10-day window within stages 21-24 of development, around the middle third of the incubation period. Treating embryos with estrogen during the TSP produces female offspring, even at male incubation temperatures. Conversely, blocking embryonic estrogen synthesis at female-inducing temperature prevents development of the female phenotype. Therefore, it has been suggested that estrogen plays a role in determination of sex in the alligator. Estrogen is produced from an androgen substrate by cytochrome P450 aromatase (CYP19). If estrogen plays a critical role in sex determination, there should be differences in aromatase expression between embryos at male- and female-producing temperatures during the TSP. Therefore, to address this question, we cloned and characterized the alligator CYP19 cDNA. Based on the sequence information, a quantitative kinetic reverse transcriptase-polymerase chain reaction (TaqMan) assay was designed to measure expression of the alligator aromatase gene in RNA extracted from the gonadal and brain regions of alligator embryos incubated at male- or female-producing temperatures from prior to the TSP through hatching. Aromatase expression was detected in the brain region from the earliest stage tested (stage 20) through hatching. The hypothalamus had significantly higher expression than the forebrain or hindbrain in both male and female embryos. Expression was not significantly different in the gonadal region between embryos at male and female temperatures until after the TSP, when there was a dramatic increase in expression at female temperature. These data indicate that aromatase expression and, thus, estrogen production, are not the initial trigger for sex determination but play an essential role in ovarian differentiation in the alligator. J. Exp. Zool. 290:439-448, 2001.
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Affiliation(s)
- W N Gabriel
- Center for Reproduction of Endangered Species, San Diego, California 92101, USA
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31
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Boyapalle S, Wesley IV, Hurd HS, Reddy PG. Comparison of culture, multiplex, and 5' nuclease polymerase chain reaction assays for the rapid detection of Yersinia enterocolitica in swine and pork products. J Food Prot 2001; 64:1352-61. [PMID: 11563512 DOI: 10.4315/0362-028x-64.9.1352] [Citation(s) in RCA: 46] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Bacteriological culture was compared with multiplex and fluorogenic (TaqMan) polymerase chain reaction (PCR) assays for the detection of attachment invasion locus (ail)-bearing Yersinia enterocolitica in market weight swine, chitterlings, and ground pork. The TaqMan assay detected 1 pg of purified Y. enterocolitica DNA, whereas conventional gel-based PCR detected I ng of the same. The presence of ail-bearing Y. enterocolitica was tested in pork and feces artificially inoculated with Y. enterocolitica strain NADC 5561. The sensitivity limits of culture, multiplex, and TaqMan PCR assays were 4 x 10(3), 4 x 10(2), and 0.4 CFU/g, respectively, for the artificially inoculated pork. The sensitivity limits were 4 x 10(2), 4 x 10(2), and 0.4 CFU/g, respectively, for feces after a 48-h enrichment in a Yersinia selective broth. By the culture method, Y. enterocolitica was not detected in any of the swine specimens (n = 2,403) examined. By contrast, it was detected in 48 (2%) of the swine samples screened using the multiplex PCR and in 656 (27.2%) of these samples using the TaqMan assay. Using the culture method, Y. enterocolitica was detected in 8% of chitterling samples (n = 350) and in none of the ground pork samples (n = 350). It was identified in 27% of the chitterling samples using multiplex PCR and in 79% of these samples using the TaqMan assay. Ten percent of the ground pork samples contained Y. enterocolitica, as determined by the multiplex PCR, and 38% based on the TaqMan assay. The results suggest that pork products harbor more ail-bearing Y. enterocolitica than selected organs of freshly slaughtered hogs and that the TaqMan assay is more sensitive than either the multiplex PCR or traditional culture methods.
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Affiliation(s)
- S Boyapalle
- Pre-Harvest Food Safety and Enteric Diseases Research Unit, National Animal Disease Center, USDA, Agriculture Research Service, Ames, Iowa 50010, USA
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32
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Beitner-Johnson D, Seta K, Yuan Y, Kim HW, Rust RT, Conrad PW, Kobayashi S, Millhorn DE. Identification of hypoxia-responsive genes in a dopaminergic cell line by subtractive cDNA libraries and microarray analysis. Parkinsonism Relat Disord 2001; 7:273-281. [PMID: 11331199 DOI: 10.1016/s1353-8020(00)00070-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Transplantation of dopamine-secreting cells harvested from fetal mesencephalon directly into the striatum has had limited success as a therapy for Parkinson's disease. A major problem is that the majority of the cells die during the first 3 weeks following transplantation. Hypoxia in the tissue surrounding the graft is a potential cause of the cell death. We have used subtractive cDNA libraries and microarray analysis to identify the gene expression profile that regulates tolerance to hypoxia. An improved understanding of the molecular basis of hypoxia-tolerance may allow investigators to engineer cells that can survive in the hypoxic environment of the brain parenchyma following transplantation.
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Affiliation(s)
- D Beitner-Johnson
- Department of Molecular and Cellular Physiology, University of Cincinnati, 45267-0576, Cincinnati, OH, USA
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Morin PA, Chambers KE, Boesch C, Vigilant L. Quantitative polymerase chain reaction analysis of DNA from noninvasive samples for accurate microsatellite genotyping of wild chimpanzees (Pan troglodytes verus). Mol Ecol 2001; 10:1835-44. [PMID: 11472550 DOI: 10.1046/j.0962-1083.2001.01308.x] [Citation(s) in RCA: 310] [Impact Index Per Article: 12.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Noninvasive samples are useful for molecular genetic analyses of wild animal populations. However, the low DNA content of such samples makes DNA amplification difficult, and there is the potential for erroneous results when one of two alleles at heterozygous microsatellite loci fails to be amplified. In this study we describe an assay designed to measure the amount of amplifiable nuclear DNA in low DNA concentration extracts from noninvasive samples. We describe the range of DNA amounts obtained from chimpanzee faeces and shed hair samples and formulate a new efficient approach for accurate microsatellite genotyping. Prescreening of extracts for DNA quantity is recommended for sorting of samples for likely success and reliability. Repetition of results remains extensive for analysis of microsatellite amplifications beginning from low starting amounts of DNA, but is reduced for those with higher DNA content.
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Affiliation(s)
- P A Morin
- Max Planck Institute for Evolutionary Anthropology, Inselstrasse 22, Leipzig 04103, Germany
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Phillips JK, Lipski J. Single-cell RT-PCR as a tool to study gene expression in central and peripheral autonomic neurones. Auton Neurosci 2000; 86:1-12. [PMID: 11269914 DOI: 10.1016/s1566-0702(00)00245-9] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
In studies of the central and peripheral autonomic nervous system, it has become increasingly important to be able to investigate mRNA expression patterns within specific neuronal populations. Traditionally, the identification of mRNA species in discrete populations of cells has relied upon in situ hybridization. An alternative, relatively simple procedure is 'multiplex' reverse transcription-polymerase chain reaction (RT-PCR), conducted on single neurons after their in vitro isolation. Multiplex single-cell RT-PCR can be used to examine the expression of multiple genes within individual cells, and can be combined with electrophysiological, pharmacological and anatomical (retrograde labelling) studies. This review focuses on a number of key aspects of this approach, methodology, and both the advantages and the limitations of the technique. We also provide specific examples of work performed in our laboratory, examining the expression of alpha 2-adrenergic receptors in catecholaminergic cells of the rat brainstem and adrenal medulla. The application of single-cell RT-PCR to future studies of the autonomic nervous system will hopefully provide information on how physiological and pathological conditions affect gene expression in autonomic neurones.
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Affiliation(s)
- J K Phillips
- Department of Physiology, Faculty of Health and Medical Sciences, Private Bag 92019, University of Auckland, Auckland, New Zealand
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Hofmann-Lehmann R, Swenerton RK, Liska V, Leutenegger CM, Lutz H, McClure HM, Ruprecht RM. Sensitive and robust one-tube real-time reverse transcriptase-polymerase chain reaction to quantify SIV RNA load: comparison of one- versus two-enzyme systems. AIDS Res Hum Retroviruses 2000; 16:1247-57. [PMID: 10957722 DOI: 10.1089/08892220050117014] [Citation(s) in RCA: 146] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Plasma viral RNA load is a key parameter in disease progression of lentiviral infections. To measure simian immunodeficiency virus (SIV) RNA loads, we have established a quantitative one-tube assay based on TaqMan chemistry. This real-time reverse transcriptase-polymerase chain reaction (RT-PCR) has advantages compared with previous methods, such as higher sensitivity, shorter time consumption, and low risk of cross-contamination. The sensitivity of the assay was optimized by comparing different enzyme systems. The one-enzyme protocol using rTth DNA polymerase was superior to two assays employing two enzymes. It detects 100% of the samples containing four copies of RNA transcript and allows quantification of viral RNA loads over an 8-log unit dynamic range. As few as 50 copies per milliliter of plasma can be detected within RNA extracted from 140 microl of plasma. This is especially relevant in studies employing neonatal macaques, from which only small volumes of blood can be sampled, and in studies in which low viral RNA loads are expected. Because of the use of rTth DNA polymerase, DNA contamination can be avoided by carryover prevention with uracil N-glycosylase (UNG). We demonstrate that for optimization of real-time PCR sensitivity, not only concentrations of different reagents but also different enzyme systems must be evaluated. Our assay facilitates and enhances the quantification of plasma RNA loads, a critical parameter for many studies, including evaluations of vaccine candidates or antiviral regimens.
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M'soka TJ, Nishioka J, Taga A, Kato K, Kawasaki H, Yamada Y, Yu A, Komada Y, Nobori T. Detection of methylthioadenosine phosphorylase (MTAP) and p16 gene deletion in T cell acute lymphoblastic leukemia by real-time quantitative PCR assay. Leukemia 2000; 14:935-40. [PMID: 10803528 DOI: 10.1038/sj.leu.2401771] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Methylthioadenosine phosphorylase (MTAP) deficiency in tumors can be therapeutically exploited for selective therapy. Many tumors lacking MTAP have been found to homozygously delete the chromosome 9p region containing the p16 tumor suppressor gene. Several methods have been used to detect chromosome 9p deletions in primary tumors. However, the accurate diagnosis of chromosome 9p deletions has been hampered by the presence of contaminating normal cells. In search of an accurate and sensitive diagnostic method, we have developed the real-time polymerase chain reaction assay using the TaqMan chemistry for quantitative detection of MTAP and p16 gene deletions. The assay's feasibility was tested with peripheral blood leukocytes (PBL) from 29 patients with adult T cell leukemia (ATL) previously analyzed with Southern blot analysis and validated on 39 PBL or bone marrow samples from childhood T cell acute lymphoblastic leukemia (T-ALL). Homozygous deletions of MTAP and p16 genes were detected respectively in six (20.7%) and eight (27.6%) of 29 ATL samples and in 15 (38.5%) and 23 (59%) of 39 T-ALL samples. The results correlated well with those of Southern blot analysis. It is of significance that the newly developed method can successfully detect homozygous deletions of these genes in samples containing as low as 33% blast cells. This rapid and sensitive method may be useful in searching for candidates for selective therapy targeting MTAP deficiency.
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Affiliation(s)
- T J M'soka
- Department of Pediatrics, Mie University Hospital, Tsu, Japan
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Kutyavin IV, Afonina IA, Mills A, Gorn VV, Lukhtanov EA, Belousov ES, Singer MJ, Walburger DK, Lokhov SG, Gall AA, Dempcy R, Reed MW, Meyer RB, Hedgpeth J. 3'-minor groove binder-DNA probes increase sequence specificity at PCR extension temperatures. Nucleic Acids Res 2000; 28:655-61. [PMID: 10606668 PMCID: PMC102528 DOI: 10.1093/nar/28.2.655] [Citation(s) in RCA: 547] [Impact Index Per Article: 21.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/1999] [Revised: 11/23/1999] [Accepted: 11/23/1999] [Indexed: 12/21/2022] Open
Abstract
DNA probes with conjugated minor groove binder (MGB) groups form extremely stable duplexes with single-stranded DNA targets, allowing shorter probes to be used for hybridization based assays. In this paper, sequence specificity of 3'-MGB probes was explored. In comparison with unmodified DNA, MGB probes had higher melting temperature (T(m)) and increased specificity, especially when a mismatch was in the MGB region of the duplex. To exploit these properties, fluorogenic MGB probes were prepared and investigated in the 5'-nuclease PCR assay (real-time PCR assay, TaqMan assay). A 12mer MGB probe had the same T(m)(65 degrees C) as a no-MGB 27mer probe. The fluorogenic MGB probes were more specific for single base mismatches and fluorescence quenching was more efficient, giving increased sensitivity. A/T rich duplexes were stabilized more than G/C rich duplexes, thereby leveling probe T(m)and simplifying design. In summary, MGB probes were more sequence specific than standard DNA probes, especially for single base mismatches at elevated hybridization temperatures.
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Affiliation(s)
- I V Kutyavin
- Epoch Pharmaceuticals, Inc., 12277 134th Court NE #110, Redmond, WA 98052, USA
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Long Z, Lu P, Grooms T, Mychkovsky I, Westley T, Fitzgerald T, Sharma-Chibber S, Shand N, McGarrity G, Otto E. Molecular evaluation of biopsy and autopsy specimens from patients receiving in vivo retroviral gene therapy. Hum Gene Ther 1999; 10:733-40. [PMID: 10210141 DOI: 10.1089/10430349950018490] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
We used the polymerase chain reaction (PCR) to assay for the presence of retroviral vector and replication-competent retrovirus (RCR) in autopsy and biopsy specimens from patients who received inoculations of retroviral vector producer cells (VPCs) into brain tumors or apparently normal tissues surrounding resected tumors. The PCR assays were capable of detecting 1 or more proviral copies of vector or RCR in 500,000 cells. Of 113 patients treated in clinical trials between 1994 and 1997, autopsy specimens were available from 32 patients. Brain tumor biopsies were also available from 24 patients. A total of 346 specimens was analyzed. Vector DNA was detected in 55% of tumor samples and 22% of brain samples obtained from resection margins. In contrast, most of the nonbrain tissues were negative for vector DNA; only low levels (<0.03%) of vector sequence were detected in 6 of 240 (2.5%) nonbrain tissues. Vector DNA was not detected in gonadal tissues from 12 men and 10 women. More importantly, RCR was not detected in any of the 134 biopsy and autopsy tissues tested, including all brain tumor, brain, and gonadal specimens. These results comprise the largest data set on molecular analysis of autopsy specimens from patients receiving retroviral gene therapy and indicate that distribution of retroviral vectors following injection of high doses of VPCs is limited to the site of inoculation.
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Affiliation(s)
- Z Long
- Genetic Therapy, Inc., Gaithersburg, MD 20878, USA.
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