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Bonilla DA, Orozco CA, Forero DA, Odriozola A. Techniques, procedures, and applications in host genetic analysis. ADVANCES IN GENETICS 2024; 111:1-79. [PMID: 38908897 DOI: 10.1016/bs.adgen.2024.05.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/24/2024]
Abstract
This chapter overviews genetic techniques' fundamentals and methodological features, including different approaches, analyses, and applications that have contributed to advancing health and disease. The aim is to describe laboratory methodologies and analyses employed to understand the genetic landscape of different biological contexts, from conventional techniques to cutting-edge technologies. Besides describing detailed aspects of the polymerase chain reaction (PCR) and derived types as one of the principles for many novel techniques, we also discuss microarray analysis, next-generation sequencing, and genome editing technologies such as transcription activator-like effector nucleases (TALENs) and the clustered regularly interspaced short palindromic repeats (CRISPR) and CRISPR-associated (Cas) systems. These techniques study several phenotypes, ranging from autoimmune disorders to viral diseases. The significance of integrating diverse genetic methodologies and tools to understand host genetics comprehensively and addressing the ethical, legal, and social implications (ELSI) associated with using genetic information is highlighted. Overall, the methods, procedures, and applications in host genetic analysis provided in this chapter furnish researchers and practitioners with a roadmap for navigating the dynamic landscape of host-genome interactions.
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Affiliation(s)
- Diego A Bonilla
- Hologenomiks Research Group, Department of Genetics, Physical Anthropology and Animal Physiology, University of the Basque Country (UPV/EHU), Leioa, Spain; Research Division, Dynamical Business & Science Society-DBSS International SAS, Bogotá, Colombia.
| | - Carlos A Orozco
- Grupo de Investigación en Biología del Cáncer, Instituto Nacional de Cancerología de Colombia, Bogotá, Colombia
| | - Diego A Forero
- School of Health and Sport Sciences, Fundación Universitaria del Área Andina, Bogotá, Colombia
| | - Adrián Odriozola
- Hologenomiks Research Group, Department of Genetics, Physical Anthropology and Animal Physiology, University of the Basque Country (UPV/EHU), Leioa, Spain
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Zhang G, Zhang Z, Wan Q, Zhou H, Jiao M, Zheng H, Lu Y, Rao S, Wu G, Chen J, Yan F, Peng J, Wu J. Selection and Validation of Reference Genes for RT-qPCR Analysis of Gene Expression in Nicotiana benthamiana upon Single Infections by 11 Positive-Sense Single-Stranded RNA Viruses from Four Genera. PLANTS (BASEL, SWITZERLAND) 2023; 12:plants12040857. [PMID: 36840204 PMCID: PMC9964245 DOI: 10.3390/plants12040857] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Revised: 02/11/2023] [Accepted: 02/13/2023] [Indexed: 05/17/2023]
Abstract
Quantitative real-time PCR (RT-qPCR) is a widely used method for studying alterations in gene expression upon infections caused by diverse pathogens such as viruses. Positive-sense single-stranded (ss(+)) RNA viruses form a major part of all known plant viruses, and some of them are damaging pathogens of agriculturally important crops. Analysis of gene expression following infection by ss(+) RNA viruses is crucial for the identification of potential anti-viral factors. However, viral infections are known to globally affect gene expression and therefore selection and validation of reference genes for RT-qPCR is particularly important. In this study, the expression of commonly used reference genes for RT-qPCR was studied in Nicotiana benthamiana following single infection by 11 ss(+) RNA viruses, including five tobamoviruses, four potyviruses, one potexvirus and one polerovirus. Stability of gene expression was analyzed in parallel by four commonly used algorithms: geNorm, NormFinder, BestKeeper, and Delta CT, and RefFinder was finally used to summarize all the data. The most stably expressed reference genes differed significantly among the viruses, even when those viruses were from the same genus. Our study highlights the importance of the selection and validation of reference genes upon different viral infections.
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Affiliation(s)
- Ge Zhang
- State Key Laboratory for Managing Biotic and Chemical Threats to the Quality and Safety of Agroproducts, Institute of Plant Virology, Ningbo University, Ningbo 315211, China
- Key Laboratory of Biotechnology in Plant Protection of MARA and Zhejiang Province, Institute of Plant Virology, Ningbo University, Ningbo 315211, China
| | - Zhuo Zhang
- Hunan Plant Protection Institute, Hunan Academy of Agricultural Sciences, Changsha 410125, China
| | - Qionglian Wan
- State Key Laboratory for Managing Biotic and Chemical Threats to the Quality and Safety of Agroproducts, Institute of Plant Virology, Ningbo University, Ningbo 315211, China
- Key Laboratory of Biotechnology in Plant Protection of MARA and Zhejiang Province, Institute of Plant Virology, Ningbo University, Ningbo 315211, China
| | - Huijie Zhou
- State Key Laboratory for Managing Biotic and Chemical Threats to the Quality and Safety of Agroproducts, Institute of Plant Virology, Ningbo University, Ningbo 315211, China
- Key Laboratory of Biotechnology in Plant Protection of MARA and Zhejiang Province, Institute of Plant Virology, Ningbo University, Ningbo 315211, China
| | - Mengting Jiao
- State Key Laboratory for Managing Biotic and Chemical Threats to the Quality and Safety of Agroproducts, Institute of Plant Virology, Ningbo University, Ningbo 315211, China
- Key Laboratory of Biotechnology in Plant Protection of MARA and Zhejiang Province, Institute of Plant Virology, Ningbo University, Ningbo 315211, China
| | - Hongying Zheng
- State Key Laboratory for Managing Biotic and Chemical Threats to the Quality and Safety of Agroproducts, Institute of Plant Virology, Ningbo University, Ningbo 315211, China
- Key Laboratory of Biotechnology in Plant Protection of MARA and Zhejiang Province, Institute of Plant Virology, Ningbo University, Ningbo 315211, China
| | - Yuwen Lu
- State Key Laboratory for Managing Biotic and Chemical Threats to the Quality and Safety of Agroproducts, Institute of Plant Virology, Ningbo University, Ningbo 315211, China
- Key Laboratory of Biotechnology in Plant Protection of MARA and Zhejiang Province, Institute of Plant Virology, Ningbo University, Ningbo 315211, China
| | - Shaofei Rao
- State Key Laboratory for Managing Biotic and Chemical Threats to the Quality and Safety of Agroproducts, Institute of Plant Virology, Ningbo University, Ningbo 315211, China
- Key Laboratory of Biotechnology in Plant Protection of MARA and Zhejiang Province, Institute of Plant Virology, Ningbo University, Ningbo 315211, China
| | - Guanwei Wu
- State Key Laboratory for Managing Biotic and Chemical Threats to the Quality and Safety of Agroproducts, Institute of Plant Virology, Ningbo University, Ningbo 315211, China
- Key Laboratory of Biotechnology in Plant Protection of MARA and Zhejiang Province, Institute of Plant Virology, Ningbo University, Ningbo 315211, China
| | - Jianping Chen
- State Key Laboratory for Managing Biotic and Chemical Threats to the Quality and Safety of Agroproducts, Institute of Plant Virology, Ningbo University, Ningbo 315211, China
- Key Laboratory of Biotechnology in Plant Protection of MARA and Zhejiang Province, Institute of Plant Virology, Ningbo University, Ningbo 315211, China
| | - Fei Yan
- State Key Laboratory for Managing Biotic and Chemical Threats to the Quality and Safety of Agroproducts, Institute of Plant Virology, Ningbo University, Ningbo 315211, China
- Key Laboratory of Biotechnology in Plant Protection of MARA and Zhejiang Province, Institute of Plant Virology, Ningbo University, Ningbo 315211, China
| | - Jiejun Peng
- State Key Laboratory for Managing Biotic and Chemical Threats to the Quality and Safety of Agroproducts, Institute of Plant Virology, Ningbo University, Ningbo 315211, China
- Key Laboratory of Biotechnology in Plant Protection of MARA and Zhejiang Province, Institute of Plant Virology, Ningbo University, Ningbo 315211, China
- Correspondence: (J.P.); (J.W.)
| | - Jian Wu
- State Key Laboratory for Managing Biotic and Chemical Threats to the Quality and Safety of Agroproducts, Institute of Plant Virology, Ningbo University, Ningbo 315211, China
- Key Laboratory of Biotechnology in Plant Protection of MARA and Zhejiang Province, Institute of Plant Virology, Ningbo University, Ningbo 315211, China
- Correspondence: (J.P.); (J.W.)
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Johnson BW, Takahashi K, Cheng YY. Preclinical Models and Resources to Facilitate Basic Science Research on Malignant Mesothelioma - A Review. Front Oncol 2021; 11:748444. [PMID: 34900693 PMCID: PMC8660093 DOI: 10.3389/fonc.2021.748444] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Accepted: 10/25/2021] [Indexed: 12/29/2022] Open
Abstract
Malignant mesothelioma is an aggressive cancer with poor prognosis, predominantly caused by human occupational exposure to asbestos. The global incidence of mesothelioma is predicted to increase as a consequence of continued exposure to asbestos from a variety of sources, including construction material produced in the past in developed countries, as well as those currently being produced in developing countries. Mesothelioma typically develops after a long latency period and consequently it is often diagnosed in the clinic at an advanced stage, at which point standard care of treatment, such as chemo- and radio-therapy, are largely ineffective. Much of our current understanding of mesothelioma biology, particularly in relation to disease pathogenesis, diagnosis and treatment, can be attributed to decades of preclinical basic science research. Given the postulated rising incidence in mesothelioma cases and the limitations of current diagnostic and treatment options, continued preclinical research into mesothelioma is urgently needed. The ever-evolving landscape of preclinical models and laboratory technology available to researchers have made it possible to study human disease with greater precision and at an accelerated rate. In this review article we provide an overview of the various resources that can be exploited to facilitate an enhanced understanding of mesothelioma biology and their applications to research aimed to improve the diagnosis and treatment of mesothelioma. These resources include cell lines, animal models, mesothelioma-specific biobanks and modern laboratory techniques/technologies. Given that different preclinical models and laboratory technologies have varying limitations and applications, they must be selected carefully with respect to the intended objectives of the experiments. This review therefore aims to provide a comprehensive overview of the various preclinical models and technologies with respect to their advantages and limitations. Finally, we will detail about a highly valuable preclinical laboratory resource to curate high quality mesothelioma biospecimens for research; the biobank. Collectively, these resources are essential to the continued advancement of precision medicine to curtail the increasing health burden caused by malignant mesothelioma.
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Affiliation(s)
| | - Ken Takahashi
- Asbestos Diseases Research Institute, Sydney, NSW, Australia
| | - Yuen Yee Cheng
- Asbestos Diseases Research Institute, Sydney, NSW, Australia
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Lund M, Andersen KG, Heaton R, Hargreaves IP, Gregersen N, Olsen RKJ. Bezafibrate activation of PPAR drives disturbances in mitochondrial redox bioenergetics and decreases the viability of cells from patients with VLCAD deficiency. Biochim Biophys Acta Mol Basis Dis 2021; 1867:166100. [PMID: 33549744 DOI: 10.1016/j.bbadis.2021.166100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2020] [Revised: 01/11/2021] [Accepted: 02/01/2021] [Indexed: 10/22/2022]
Abstract
Very long-chain acyl-CoA dehydrogenase (VLCAD) deficiency is the most common inborn long-chain fatty acid oxidation (FAO) disorder. VLCAD deficiency is characterized by distinct phenotypes. The severe phenotypes are potentially life-threatening and affect the heart or liver, with a comparatively milder phenotype characterized by myopathic symptoms. There is an unmet clinical need for effective treatment options for the myopathic phenotype. The molecular mechanisms driving the gradual decrease in mitochondrial function and associated alterations of muscle fibers are unclear. The peroxisome proliferator-activated receptor (PPAR) pan-agonist bezafibrate is a potent modulator of FAO and multiple other mitochondrial functions and has been proposed as a potential medication for myopathic cases of long-chain FAO disorders. In vitro experiments have demonstrated the ability of bezafibrate to increase VLCAD expression and activity. However, the outcome of small-scale clinical trials has been controversial. We found VLCAD deficient patient fibroblasts to have an increased oxidative stress burden and deranged mitochondrial bioenergetic capacity, compared to controls. Applying heat stress under fasting conditions to bezafibrate pretreated patient cells, caused a marked further increase of mitochondrial superoxide levels. Patient cells failed to maintain levels of the essential thiol peptide antioxidant glutathione and experienced a decrease in cellular viability. Our findings indicate that chronic PPAR activation is a plausible initiator of long-term pathogenesis in VLCAD deficiency. Our findings further implicate disruption of redox homeostasis as a key pathogenic mechanism in VLCAD deficiency and support the notion that a deranged thiol metabolism might be an important pathogenic factor in VLCAD deficiency.
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Affiliation(s)
- Martin Lund
- Research Unit for Molecular Medicine, Department of Clinical Medicine, Aarhus University and Aarhus University Hospital, Palle Juel-Jensens Boulevard 99, 8200 Aarhus, Denmark
| | - Kathrine G Andersen
- Research Unit for Molecular Medicine, Department of Clinical Medicine, Aarhus University and Aarhus University Hospital, Palle Juel-Jensens Boulevard 99, 8200 Aarhus, Denmark
| | - Robert Heaton
- School of Pharmacy, Liverpool John Moore University, Byrom Street, Liverpool L3 3AF, United Kingdom
| | - Iain P Hargreaves
- School of Pharmacy, Liverpool John Moore University, Byrom Street, Liverpool L3 3AF, United Kingdom
| | - Niels Gregersen
- Research Unit for Molecular Medicine, Department of Clinical Medicine, Aarhus University and Aarhus University Hospital, Palle Juel-Jensens Boulevard 99, 8200 Aarhus, Denmark
| | - Rikke K J Olsen
- Research Unit for Molecular Medicine, Department of Clinical Medicine, Aarhus University and Aarhus University Hospital, Palle Juel-Jensens Boulevard 99, 8200 Aarhus, Denmark.
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Fast and Accurate Quantitative Analysis of Cytokine Gene Expression in Human Neutrophils by Reverse Transcription Real-Time PCR. Methods Mol Biol 2020; 2087:243-260. [PMID: 31728997 DOI: 10.1007/978-1-0716-0154-9_19] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Polymorphonuclear neutrophils, traditionally viewed as short-lived effector cells, are nowadays regarded as important components of effector and regulatory circuits in the innate and adaptive immune systems. Most of the physiological functions of neutrophils as crucial players in the host immune response, able not only to act in the early phases of acute inflammation but also to condition the progression of the inflammatory reaction and the subsequent initiation of the specific immune response, relies on their capacity to produce and release a number of proinflammatory and immunoregulatory cytokines. This fact has reevaluated the importance, the role, and the physiological and pathological significance of neutrophils in the pathogenesis of inflammatory, infectious, autoimmune, and neoplastic diseases and has identified neutrophils as an important potential target for selective pharmacological intervention to both promote and restrain inflammation. In this context, understanding the mechanisms of modulation of neutrophil-derived cytokines and chemokines represents a critical step toward a better understanding of how neutrophils may influence pathophysiological processes in vivo. Herein, we describe and discuss an updated version of the methods that we have developed to rapidly and precisely characterize the pattern of cytokine expression in in vitro-activated human neutrophils. The validation of the reverse transcription quantitative real-time PCR assay as a suitable strategy for an accurate, sensitive, reliable, and bona fide analysis of cytokine gene expression in human neutrophils overcomes several problems strictly specific to neutrophils and offers an important tool, in the neutrophil research area, to test many experimental conditions for gene expression analysis.
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Atabay E, Fajardo Z, Tadeo R, Atabay E, Venturina E, Mingala C, Fissore R. Phospholipase C zeta 1 mRNA as a marker of oocyte-activation and fertilization potential of water buffalo (Bubalus bubalis) semen. Livest Sci 2019. [DOI: 10.1016/j.livsci.2019.04.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Wei S, Li X, Gruber MY, Feyissa BA, Amyot L, Hannoufa A. COP9 signalosome subunit 5A affects phenylpropanoid metabolism, trichome formation and transcription of key genes of a regulatory tri-protein complex in Arabidopsis. BMC PLANT BIOLOGY 2018; 18:134. [PMID: 29940863 PMCID: PMC6020244 DOI: 10.1186/s12870-018-1347-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2018] [Accepted: 06/07/2018] [Indexed: 05/06/2023]
Abstract
BACKGROUND Trichomes and phenylpropanoid-derived phenolics are structural and chemical protection against many adverse conditions. Their production is regulated by a network that includes a TTG1/bHLH/MYB tri-protein complex in Arabidopsis. CSN5a, encoding COP9 signalosome subunit 5a, has also been implicated in trichome and anthocyanin production; however, the regulatory roles of CSN5a in the processes through interaction with the tri-protein complex has yet to be investigated. RESULTS In this study, a new csn5a mutant, sk372, was recovered based on its altered morphological and chemical phenotypes compared to wild-type control. Mutant characterization was conducted with an emphasis on trichome and phenylpropanoid production and possible involvement of the tri-protein complex using metabolite and gene transcription profiling and scanning electron microscopy. Seed metabolite analysis revealed that defective CSN5a led to an enhanced production of many compounds in addition to anthocyanin, most notably phenylpropanoids and carotenoids as well as a glycoside of zeatin. Consistent changes in carotenoids and anthocyanin were also found in the sk372 leaves. In addition, 370 genes were differentially expressed in 10-day old seedlings of sk372 compared to its wild type control. Real-time transcript quantitative analysis showed that in sk372, GL2 and tri-protein complex gene TT2 was significantly suppressed (p < 0.05) while complex genes EGL3 and GL3 slightly decreased (p > 0.05). Complex genes MYB75, GL1 and flavonoid biosynthetic genes TT3 and TT18 in sk372 were all significantly enhanced. Overexpression of GL3 driven by cauliflower mosaic virus 35S promotor increased the number of single pointed trichomes only, no other phenotypic recovery in sk372. CONCLUSIONS Our results indicated clearly that COP9 signalosome subunit CSN5a affects trichome production and the metabolism of a wide range of phenylpropanoid and carotenoid compounds. Enhanced anthocyanin accumulation and reduced trichome production were related to the enhanced MYB75 and suppressed GL2 and some other differentially expressed genes associated with the TTG1/bHLH/MYB complexes.
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Affiliation(s)
- Shu Wei
- State Key Laboratory of Tea Plant Biology and Utilization, Anhui Agricultural University, Hefei, Anhui China
- Agriculture and Agri-Food Canada, Saskatoon Research Center, Saskatoon, SK Canada
| | - Xiang Li
- Agriculture and Agri-Food Canada, Saskatoon Research Center, Saskatoon, SK Canada
- Department of Biochemistry and Biomedical Sciences, Faculty of Health Sciences, McMaster University, Hamilton, ON Canada
| | - Margaret Y. Gruber
- Agriculture and Agri-Food Canada, Saskatoon Research Center, Saskatoon, SK Canada
| | - Biruk A. Feyissa
- Agriculture and Agri-Food Canada and Department of Biology, University of Western Ontario, London, ON Canada
| | - Lisa Amyot
- Agriculture and Agri-Food Canada and Department of Biology, University of Western Ontario, London, ON Canada
| | - Abdelali Hannoufa
- Agriculture and Agri-Food Canada and Department of Biology, University of Western Ontario, London, ON Canada
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Rehman KS, Carr BR, Rainey WE. Profiling the Steroidogenic Pathway in Human Fetal and Adult Adrenals. ACTA ACUST UNITED AC 2016. [DOI: 10.1016/s1071-55760300118-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Affiliation(s)
| | - Bruce R. Carr
- Department of Obstetrics and Gynecology, Division of Reproductive Endocrinology, University of Texas Southwestern Medical Center, Dallas, Texas
| | - William E. Rainey
- Division of Reproductive Endocrinology, Department of Obstetrics and Gynecology, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390-9032
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Bailey LO, Weir MD, Washburn NR. Quantification of Macrophage Viability and Inflammatory Response to Dental Bonding Resins. J BIOACT COMPAT POL 2016. [DOI: 10.1177/0883911506064366] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
This study presented a well-characterized biocompatibility profile of dental bonding agents in a mouse macrophage in vitro model. The cellular response to four different formulations of dental bonding resins and the cell viability was determined. Materials were prepared by photopolymerization and the unreacted monomers were extracted in a buffered medium. Murine macrophages were incubated in the extract medium for 24 h. Cellular viability was assessed by fluorescence microscopy and Wst-1 assay, while flow cytometry was used to quantify the apoptotic response. As an indicator of inflammatory responses, real-time polymerase chain reaction was utilized to quantify elevated cytokine production. These responses were monitored by quantifying the levels of tumor necrosis factor alpha (TNFα) and interleukin-1 β (IL-1β) produced by the cells. Murine macrophage cells exposed to the unfilled resin systems containing glycidyl ether of bisphenol A (Bis-GMA) and 2-hydroxyethyl methacrylate (HEMA) had the most adverse response and cells exposed to the filled Bis-GMA and HEMA resin system were the most viable at photopolymerization times. Other resin systems displayed intermediate levels of viability when compared with the untreated control. The levels of IL-1β were significantly elevated in all samples.
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Affiliation(s)
- Leeann O. Bailey
- Biomaterials Group, Polymers Division, National Institute of Standards and Technology, Gaithersburg, MD 20899-8545
| | - Michael D. Weir
- Biomaterials Group, Polymers Division, National Institute of Standards and Technology, Gaithersburg, MD 20899-8545
| | - Newell R. Washburn
- Biomaterials Group, Polymers Division, National Institute of Standards and Technology, Gaithersburg, MD 20899-8545
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Differential miRNA-Expression as an Adjunctive Diagnostic Tool in Neuroendocrine Tumors of the Lung. Cancers (Basel) 2016; 8:cancers8040038. [PMID: 27023611 PMCID: PMC4846847 DOI: 10.3390/cancers8040038] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2015] [Revised: 02/07/2016] [Accepted: 03/10/2016] [Indexed: 11/17/2022] Open
Abstract
Pulmonary malignancies with neuroendocrine differentiation represent a rare subclass of lung carcinomas, which vary in the extent of differentiation and grade of biological aggressiveness. In particular, neuroendocrine tumors are classified into well differentiated typical and atypical carcinoids as well as poorly differentiated large cell neuroendocrine and small cell lung carcinomas. Tiny MicroRNAs have been identified as reliable classifiers in distinct cancer types and seem to play important roles in cellular processes like regulation of cell growth, differentiation and apoptosis. In the present study, two different microRNAs (miR-21 and miR-34a) were explored for their involvements in pathogenesis of subtypes and finally in differential diagnosis of pulmonary neuroendocrine tumors. miR-21 was upregulated in poorly differentiated neuroendocrine tumors (mean rank: 26.8; 28.75) as compared to carcinoids (mean rank: 12.33; 12.07) with a significance of 0.00033. High-expression levels of miR-34a were associated with atypical carcinoids (p = 0.010). A close association is implicated between the elevated miR-21 values in high-grade and miR-34a patterns in low-grade atypical neuroendocrine lung carcinomas, which could potentially be exploited as practical supportive markers for differential lung cancer diagnosis in routine. However, some additional extended research and validation studies are needed to utilize them as routine markers or potential molecular targets for personalized medicine.
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Dowling CM, Walsh D, Coffey JC, Kiely PA. The importance of selecting the appropriate reference genes for quantitative real time PCR as illustrated using colon cancer cells and tissue. F1000Res 2016. [PMID: 26962435 DOI: 10.12688/f1000research.7656.1] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Quantitative real-time reverse-transcription polymerase chain reaction (RT-qPCR) remains the most sensitive technique for nucleic acid quantification. Its popularity is reflected in the remarkable number of publications reporting RT-qPCR data. Careful normalisation within RT-qPCR studies is imperative to ensure accurate quantification of mRNA levels. This is commonly achieved through the use of reference genes as an internal control to normalise the mRNA levels between different samples. The selection of appropriate reference genes can be a challenge as transcript levels vary with physiology, pathology and development, making the information within the transcriptome flexible and variable. In this study, we examined the variation in expression of a panel of nine candidate reference genes in HCT116 and HT29 2-dimensional and 3-dimensional cultures, as well as in normal and cancerous colon tissue. Using normfinder we identified the top three most stable genes for all conditions. Further to this we compared the change in expression of a selection of PKC coding genes when the data was normalised to one reference gene and three reference genes. Here we demonstrated that there is a variation in the fold changes obtained dependent on the number of reference genes used. As well as this, we highlight important considerations namely; assay efficiency tests, inhibition tests and RNA assessment which should also be implemented into all RT-qPCR studies. All this data combined demonstrates the need for careful experimental design in RT-qPCR studies to help eliminate false interpretation and reporting of results.
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Affiliation(s)
- Catríona M Dowling
- Department of Life Sciences, and Materials and Surface Science Institute, University of Limerick, Limerick, Ireland; Health Research Institute, University of Limerick, Limerick, Ireland; Graduate Entry Medical School, University of Limerick, Limerick, Ireland
| | - Dara Walsh
- 4i Centre for Interventions in Infection, Inflammation and Immunity, Graduate Entry Medical School, University of Limerick, Limerick, Ireland
| | - John C Coffey
- 4i Centre for Interventions in Infection, Inflammation and Immunity, Graduate Entry Medical School, University of Limerick, Limerick, Ireland
| | - Patrick A Kiely
- Department of Life Sciences, and Materials and Surface Science Institute, University of Limerick, Limerick, Ireland; Health Research Institute, University of Limerick, Limerick, Ireland; Graduate Entry Medical School, University of Limerick, Limerick, Ireland
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Dowling CM, Walsh D, Coffey JC, Kiely PA. The importance of selecting the appropriate reference genes for quantitative real time PCR as illustrated using colon cancer cells and tissue. F1000Res 2016; 5:99. [PMID: 26962435 PMCID: PMC4768652 DOI: 10.12688/f1000research.7656.2] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/04/2016] [Indexed: 12/16/2022] Open
Abstract
Quantitative real-time reverse-transcription polymerase chain reaction (RT-qPCR) remains the most sensitive technique for nucleic acid quantification. Its popularity is reflected in the remarkable number of publications reporting RT-qPCR data. Careful normalisation within RT-qPCR studies is imperative to ensure accurate quantification of mRNA levels. This is commonly achieved through the use of reference genes as an internal control to normalise the mRNA levels between different samples. The selection of appropriate reference genes can be a challenge as transcript levels vary with physiology, pathology and development, making the information within the transcriptome flexible and variable. In this study, we examined the variation in expression of a panel of nine candidate reference genes in HCT116 and HT29 2-dimensional and 3-dimensional cultures, as well as in normal and cancerous colon tissue. Using normfinder we identified the top three most stable genes for all conditions. Further to this we compared the change in expression of a selection of PKC coding genes when the data was normalised to one reference gene and three reference genes. Here we demonstrated that there is a variation in the fold changes obtained dependent on the number of reference genes used. As well as this, we highlight important considerations namely; assay efficiency tests, inhibition tests and RNA assessment which should also be implemented into all RT-qPCR studies. All this data combined demonstrates the need for careful experimental design in RT-qPCR studies to help eliminate false interpretation and reporting of results.
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Affiliation(s)
- Catríona M Dowling
- Department of Life Sciences, and Materials and Surface Science Institute, University of Limerick, Limerick, Ireland; Health Research Institute, University of Limerick, Limerick, Ireland; Graduate Entry Medical School, University of Limerick, Limerick, Ireland
| | - Dara Walsh
- 4i Centre for Interventions in Infection, Inflammation and Immunity, Graduate Entry Medical School, University of Limerick, Limerick, Ireland
| | - John C Coffey
- 4i Centre for Interventions in Infection, Inflammation and Immunity, Graduate Entry Medical School, University of Limerick, Limerick, Ireland
| | - Patrick A Kiely
- Department of Life Sciences, and Materials and Surface Science Institute, University of Limerick, Limerick, Ireland; Health Research Institute, University of Limerick, Limerick, Ireland; Graduate Entry Medical School, University of Limerick, Limerick, Ireland
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Maes M, Willebrords J, Crespo Yanguas S, Cogliati B, Vinken M. Analysis of Liver Connexin Expression Using Reverse Transcription Quantitative Real-Time Polymerase Chain Reaction. Methods Mol Biol 2016; 1437:1-19. [PMID: 27207283 DOI: 10.1007/978-1-4939-3664-9_1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Although connexin production is mainly regulated at the protein level, altered connexin gene expression has been identified as the underlying mechanism of several pathologies. When studying the latter, appropriate methods to quantify connexin RNA levels are required. The present chapter describes a well-established reverse transcription quantitative real-time polymerase chain reaction procedure optimized for analysis of hepatic connexins. The method includes RNA extraction and subsequent quantification, generation of complementary DNA, quantitative real-time polymerase chain reaction, and data analysis.
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Affiliation(s)
- Michaël Maes
- Department of In Vitro Toxicology and Dermato-Cosmetology, Vrije Universiteit Brussel, Laarkbeeklaan 103, 1090, Jette, Brussel, Belgium.
| | - Joost Willebrords
- Department of In Vitro Toxicology and Dermato-Cosmetology, Vrije Universiteit Brussel, Laarkbeeklaan 103, 1090, Jette, Brussel, Belgium
| | - Sara Crespo Yanguas
- Department of In Vitro Toxicology and Dermato-Cosmetology, Vrije Universiteit Brussel, Laarkbeeklaan 103, 1090, Jette, Brussel, Belgium
| | - Bruno Cogliati
- Department of Pathology, School of Veterinary Medicine and Animal Science, University of São Paulo, São Paulo, SP, Brazil
| | - Mathieu Vinken
- Department of In Vitro Toxicology and Dermato-Cosmetology, Vrije Universiteit Brussel, Laarkbeeklaan 103, 1090, Jette, Brussel, Belgium
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14
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Zhang Q, Wang J, Deng F, Yan Z, Xia Y, Wang Z, Ye J, Deng Y, Zhang Z, Qiao M, Li R, Denduluri SK, Wei Q, Zhao L, Lu S, Wang X, Tang S, Liu H, Luu HH, Haydon RC, He TC, Jiang L. TqPCR: A Touchdown qPCR Assay with Significantly Improved Detection Sensitivity and Amplification Efficiency of SYBR Green qPCR. PLoS One 2015; 10:e0132666. [PMID: 26172450 PMCID: PMC4501803 DOI: 10.1371/journal.pone.0132666] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2015] [Accepted: 06/17/2015] [Indexed: 02/05/2023] Open
Abstract
The advent of fluorescence-based quantitative real-time PCR (qPCR) has revolutionized the quantification of gene expression analysis in many fields, including life sciences, agriculture, forensic science, molecular diagnostics, and medicine. While SYBR Green-based qPCR is the most commonly-used platform due to its inexpensive nature and robust chemistry, quantifying the expression of genes with low abundance or RNA samples extracted from highly restricted or limited sources can be challenging because the detection sensitivity of SYBR Green-based qPCR is limited. Here, we develop a novel and effective touchdown qPCR (TqPCR) protocol by incorporating a 4-cycle touchdown stage prior to the quantification amplification stage. Using the same cDNA templates, we find that TqPCR can reduce the average Cq values for Gapdh, Rps13, and Hprt1 reference genes by 4.45, 5.47, and 4.94 cycles, respectively, when compared with conventional qPCR; the overall average Cq value reduction for the three reference genes together is 4.95. We further find that TqPCR can improve PCR amplification efficiency and thus increase detection sensitivity. When the quantification of Wnt3A-induced target gene expression in mesenchymal stem cells is analyzed, we find that, while both conventional qPCR and TqPCR can detect the up-regulation of the relatively abundant target Axin2, only TqPCR can detect the up-regulation of the lowly-expressed targets Oct4 and Gbx2. Finally, we demonstrate that the MRQ2 and MRQ3 primer pairs derived from mouse reference gene Tbp can be used to validate the RNA/cDNA integrity of qPCR samples. Taken together, our results strongly suggest that TqPCR may increase detection sensitivity and PCR amplification efficiency. Overall, TqPCR should be advantageous over conventional qPCR in expression quantification, especially when the transcripts of interest are lowly expressed, and/or the availability of total RNA is highly restricted or limited.
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Affiliation(s)
- Qian Zhang
- Department of Neurology, and the Ministry of Education Key Laboratory of Child Development and Disorders, The Children’s Hospital of Chongqing Medical University, Chongqing 400046, China
- Molecular Oncology Laboratory, Department of Orthopaedic Surgery and Rehabilitation Medicine, The University of Chicago Medical Center, Chicago, IL 60637, United States of America
| | - Jing Wang
- Molecular Oncology Laboratory, Department of Orthopaedic Surgery and Rehabilitation Medicine, The University of Chicago Medical Center, Chicago, IL 60637, United States of America
- Ministry of Education Key Laboratory of Diagnostic Medicine, and the Affiliated Hospitals of Chongqing Medical University, Chongqing 400016, China
| | - Fang Deng
- Molecular Oncology Laboratory, Department of Orthopaedic Surgery and Rehabilitation Medicine, The University of Chicago Medical Center, Chicago, IL 60637, United States of America
- Department of Cell Biology, the Third Military Medical University, Chongqing 400038, China
| | - Zhengjian Yan
- Molecular Oncology Laboratory, Department of Orthopaedic Surgery and Rehabilitation Medicine, The University of Chicago Medical Center, Chicago, IL 60637, United States of America
- Ministry of Education Key Laboratory of Diagnostic Medicine, and the Affiliated Hospitals of Chongqing Medical University, Chongqing 400016, China
| | - Yinglin Xia
- Department of Biostatistics and Computational Biology, University of Rochester, Rochester, NY 14642, United States of America
| | - Zhongliang Wang
- Department of Neurology, and the Ministry of Education Key Laboratory of Child Development and Disorders, The Children’s Hospital of Chongqing Medical University, Chongqing 400046, China
- Molecular Oncology Laboratory, Department of Orthopaedic Surgery and Rehabilitation Medicine, The University of Chicago Medical Center, Chicago, IL 60637, United States of America
| | - Jixing Ye
- Molecular Oncology Laboratory, Department of Orthopaedic Surgery and Rehabilitation Medicine, The University of Chicago Medical Center, Chicago, IL 60637, United States of America
- School of Bioengineering, Chongqing University, Chongqing 400044, China
| | - Youlin Deng
- Molecular Oncology Laboratory, Department of Orthopaedic Surgery and Rehabilitation Medicine, The University of Chicago Medical Center, Chicago, IL 60637, United States of America
- Ministry of Education Key Laboratory of Diagnostic Medicine, and the Affiliated Hospitals of Chongqing Medical University, Chongqing 400016, China
| | - Zhonglin Zhang
- Molecular Oncology Laboratory, Department of Orthopaedic Surgery and Rehabilitation Medicine, The University of Chicago Medical Center, Chicago, IL 60637, United States of America
- Departments of General Surgery and Neurology, Zhongnan Hospital of Wuhan University, Wuhan 430071, China
| | - Min Qiao
- Molecular Oncology Laboratory, Department of Orthopaedic Surgery and Rehabilitation Medicine, The University of Chicago Medical Center, Chicago, IL 60637, United States of America
- Ministry of Education Key Laboratory of Diagnostic Medicine, and the Affiliated Hospitals of Chongqing Medical University, Chongqing 400016, China
| | - Ruifang Li
- Molecular Oncology Laboratory, Department of Orthopaedic Surgery and Rehabilitation Medicine, The University of Chicago Medical Center, Chicago, IL 60637, United States of America
- Departments of General Surgery and Neurology, Zhongnan Hospital of Wuhan University, Wuhan 430071, China
| | - Sahitya K. Denduluri
- Molecular Oncology Laboratory, Department of Orthopaedic Surgery and Rehabilitation Medicine, The University of Chicago Medical Center, Chicago, IL 60637, United States of America
| | - Qiang Wei
- Molecular Oncology Laboratory, Department of Orthopaedic Surgery and Rehabilitation Medicine, The University of Chicago Medical Center, Chicago, IL 60637, United States of America
- Ministry of Education Key Laboratory of Diagnostic Medicine, and the Affiliated Hospitals of Chongqing Medical University, Chongqing 400016, China
| | - Lianggong Zhao
- Molecular Oncology Laboratory, Department of Orthopaedic Surgery and Rehabilitation Medicine, The University of Chicago Medical Center, Chicago, IL 60637, United States of America
- Department of Orthopaedic Surgery, the Second Affiliated Hospital of Lanzhou University, Lanzhou 730000, China
| | - Shun Lu
- Molecular Oncology Laboratory, Department of Orthopaedic Surgery and Rehabilitation Medicine, The University of Chicago Medical Center, Chicago, IL 60637, United States of America
- Department of Orthopaedic Surgery, Shandong Provincial Hospital Affiliated to Shandong University, Jinan 250012, China
| | - Xin Wang
- Molecular Oncology Laboratory, Department of Orthopaedic Surgery and Rehabilitation Medicine, The University of Chicago Medical Center, Chicago, IL 60637, United States of America
- Department of Surgery, West China Hospital of Sichuan University, Chengdu 610041, China
| | - Shengli Tang
- Molecular Oncology Laboratory, Department of Orthopaedic Surgery and Rehabilitation Medicine, The University of Chicago Medical Center, Chicago, IL 60637, United States of America
- Departments of General Surgery and Neurology, Zhongnan Hospital of Wuhan University, Wuhan 430071, China
| | - Hao Liu
- Molecular Oncology Laboratory, Department of Orthopaedic Surgery and Rehabilitation Medicine, The University of Chicago Medical Center, Chicago, IL 60637, United States of America
- Ministry of Education Key Laboratory of Diagnostic Medicine, and the Affiliated Hospitals of Chongqing Medical University, Chongqing 400016, China
| | - Hue H. Luu
- Molecular Oncology Laboratory, Department of Orthopaedic Surgery and Rehabilitation Medicine, The University of Chicago Medical Center, Chicago, IL 60637, United States of America
| | - Rex C. Haydon
- Molecular Oncology Laboratory, Department of Orthopaedic Surgery and Rehabilitation Medicine, The University of Chicago Medical Center, Chicago, IL 60637, United States of America
| | - Tong-Chuan He
- Department of Neurology, and the Ministry of Education Key Laboratory of Child Development and Disorders, The Children’s Hospital of Chongqing Medical University, Chongqing 400046, China
- Molecular Oncology Laboratory, Department of Orthopaedic Surgery and Rehabilitation Medicine, The University of Chicago Medical Center, Chicago, IL 60637, United States of America
- * E-mail: (T-CH); (LJ)
| | - Li Jiang
- Department of Neurology, and the Ministry of Education Key Laboratory of Child Development and Disorders, The Children’s Hospital of Chongqing Medical University, Chongqing 400046, China
- * E-mail: (T-CH); (LJ)
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15
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Chen S, He Q. Enrichment and specific quantification of Methanocalculus in anaerobic digestion. J Biosci Bioeng 2015; 120:677-83. [PMID: 26059102 DOI: 10.1016/j.jbiosc.2015.04.007] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2015] [Revised: 04/02/2015] [Accepted: 04/10/2015] [Indexed: 10/23/2022]
Abstract
Members of the genus Methanocalculus are characterized as hydrogenotrophic methanogens and present in diverse natural and engineered environments. Methanocalculus populations were enriched from anaerobic digesters treating dairy waste using formate as the substrate. Methanocalculus sequences retrieved from the enrichment cultures were subsequently used to develop a Methanocalculus-specific TaqMan qPCR assay to determine the abundance of Methanocalculus populations in the environment, representing the first quantitative tool specifically targeting Methanocalculus. The Methanocalculus-specific primer/probe set was shown to have high coverage with perfect match to >80% of all Methanocalculus 16S rRNA gene sequences in the Ribosomal Database Project (RDP). High specificity of the qPCR assay was also validated by both in silico and experimental analyses. Amplification efficiency of the qPCR assay was determined to be 91.9%, which is satisfactory for quantitative applications. Results from the Methanocalculus-specific qPCR analysis of formate-enriched methanogenic cultures were consistent with those from clone library analysis of the same cultures, validating the accuracy of the qPCR assay. Subsequent field application of the qPCR assay found low relative abundance of Methanocalculus in anaerobic digesters treating dairy waste, accounting for 0.01% of the archaeal populations. The qPCR results were consistent with the lack of detection of Methanocalculus in previous studies of the same anaerobic digesters with clone library analyses, which are less sensitive than qPCR. Thus, the Methanocalculus-specific qPCR assay developed in this study is a highly sensitive tool for the rapid and efficient quantification of Methanocalculus populations in methanogenic environments and understanding of the ecological functions of these methanogens.
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Affiliation(s)
- Si Chen
- Department of Civil and Environmental Engineering, The University of Tennessee, Knoxville, TN 37996, USA
| | - Qiang He
- Department of Civil and Environmental Engineering, The University of Tennessee, Knoxville, TN 37996, USA; Institute for a Secure and Sustainable Environment, The University of Tennessee, Knoxville, TN 37996, USA.
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16
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Křenek P, Smékalová V. Quantification of stress-induced mitogen-activated protein kinase expressional dynamic using reverse transcription quantitative real-time PCR. Methods Mol Biol 2015; 1171:13-25. [PMID: 24908116 DOI: 10.1007/978-1-4939-0922-3_2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Although it is generally accepted that signal transduction in plant mitogen-activated protein kinase signaling cascades is regulated via rapid posttranslational modifications, there are also several compelling examples of swift stress induced transcriptional activation of plant MAP kinase genes. A possible function of these fast and transient events is to compensate for protein losses caused by degradation of phosphorylated MAP kinases within stimulated pathways. Nevertheless, there is still need for additional evidence to precisely describe the regulatory role of plant MAP kinase transcriptional dynamics, especially in the context of whole stress stimulated pathways including also other signaling molecules and transcription factors. During the last two decades a reverse transcription quantitative real-time PCR became a golden choice for the accurate and fast quantification of the gene expression and gene expression dynamic. In here, we provide a robust, cost-effective SYBR Green-based RT-qPCR protocol that is suitable for the quantification of stress induced plant MAP kinase transcriptional dynamics in various plant species.
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Affiliation(s)
- Pavel Křenek
- Centre of the Region Haná for Biotechnological and Agricultural Research, Faculty of Science, Palacký University Olomouc, Šlechtitelů 11, 783 71, Olomouc, Czech Republic,
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17
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Chen S, Zhu Z, Park J, Zhang Z, He Q. Development of Methanoculleus-specific real-time quantitative PCR assay for assessing methanogen communities in anaerobic digestion. J Appl Microbiol 2014; 116:1474-81. [PMID: 24521054 DOI: 10.1111/jam.12471] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2013] [Revised: 12/08/2013] [Accepted: 02/03/2014] [Indexed: 12/01/2022]
Abstract
AIM To develop a Methanoculleus-specific real-time quantitative PCR (RT-qPCR) assay with high coverage and specificity for the analysis of methanogenic populations in anaerobic digestion. METHODS AND RESULTS A Methanoculleus-specific primer/probe set for RT-qPCR was designed in this study based on all Methanoculleus 16S rRNA gene sequences in Ribosomal Database Project (RDP) according to TaqMan chemistry. The newly designed primer/probe set was shown to have high coverage and specificity by both in silico and experimental analyses. Amplification efficiency of the Methanoculleus-specific primer/probe set was determined to be ideal for RT-qPCR applications. Subsequent field testing on anaerobic digesters showed that results from RT-qPCR were consistent with those from clone library analysis, validating the accuracy of the RT-qPCR assay. CONCLUSIONS The Methanoculleus-specific RT-qPCR assay designed in this study can serve as a rapid and effective tool for the quantification of Methanoculleus populations in anaerobic digestion. SIGNIFICANCE AND IMPACT OF THE STUDY Methanoculleus populations represent important members of archaeal communities in methanogenic processes, necessitating the need to develop effective tools to monitor Methanoculleus population abundance. The RT-qPCR developed in this study provides an essential tool for the quantification of Methanoculleus populations in anaerobic digestion and for the understanding of the functions of these methanogens in anaerobic biotransformation.
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Affiliation(s)
- S Chen
- Department of Civil and Environmental Engineering, The University of Tennessee, Knoxville, TN, USA
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18
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Alvarez ML, Doné SC. SYBR® Green and TaqMan® quantitative PCR arrays: expression profile of genes relevant to a pathway or a disease state. Methods Mol Biol 2014; 1182:321-59. [PMID: 25055922 DOI: 10.1007/978-1-4939-1062-5_27] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Quantitative PCR arrays are the most reliable and accurate tool for analyzing the expression of a focused panel of genes relevant to a pathway or a disease state. PCR arrays allow gene expression analysis with the sensitivity, dynamic range, and specificity of a real-time PCR as well as the multi-gene profiling capability of a microarray. Differences among real-time PCR kits used in PCR arrays are largely restricted to the DNA polymerases and the detection methods used. In this chapter, we provide a step-by-step protocol for the two detection methods most commonly used in PCR arrays, known as SYBR(®) Green and TaqMan(®), which are based on two different approaches to detect PCR products. While SYBR(®) Green uses a binding dye that intercalates nonspecifically into double-stranded DNA, the TaqMan(®) approach relies on a fluorogenic oligonucleotide probe that binds only the DNA sequence between the two PCR primers. Therefore, only specific PCR product can generate a fluorescent signal in TaqMan(®) PCR. Here we also provide a comparison of the SYBR(®) Green and TaqMan(®) approaches and highlight their advantages and disadvantages to help the user to choose the best platform.
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Affiliation(s)
- M Lucrecia Alvarez
- Diabetes, Cardiovascular, and Metabolic Diseases, Translational Genomics Research Institute, 445 Fifth Street, Phoenix, AZ, 85004, USA,
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19
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Fast and accurate quantitative analysis of cytokine gene expression in human neutrophils. Methods Mol Biol 2014; 1124:451-67. [PMID: 24504968 DOI: 10.1007/978-1-62703-845-4_27] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Polymorphonuclear neutrophils, traditionally viewed as short-lived effector cells, are nowadays regarded as important components of effector and regulatory circuits in the innate and adaptive immune systems. Most of the physiological functions of neutrophils as crucial players in the host immune response, able not only to act in the early phases of acute inflammation but also to condition the progression of the inflammatory reaction and the subsequent initiation of the specific immune response, rely on their capacity to produce and release a number of proinflammatory and immunoregulatory cytokines. This fact has reevaluated the importance, role, and physiological and pathological significance of neutrophils in the pathogenesis of inflammatory, infectious, autoimmune, and neoplastic diseases and has identified neutrophils as an important potential target for selective pharmacological intervention to both promote and restrain inflammation. In this context, understanding the mechanisms of modulation of neutrophil-derived cytokines and chemokines represents a critical step toward a better understanding of how neutrophils may influence pathophysiological processes in vivo. Herein, we describe and discuss an updated version of the methods that we have developed to rapidly and precisely characterize the pattern of cytokine expression in in vitro-activated human neutrophils. The validation of the reverse transcription quantitative real-time PCR assay as a suitable strategy for an accurate, sensitive, reliable, and bona fide analysis of cytokine gene expression in human neutrophils overcomes several problems strictly specific to neutrophils and offers an important tool, in the neutrophil research area, to test many experimental conditions for gene expression analysis.
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20
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Robertson LS, Fellers GM, Marranca JM, Kleeman PM. Expression analysis and identification of antimicrobial peptide transcripts from six North American frog species. DISEASES OF AQUATIC ORGANISMS 2013; 104:225-236. [PMID: 23759560 DOI: 10.3354/dao02601] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
Frogs secrete antimicrobial peptides onto their skin. We describe an assay to preserve and analyze antimicrobial peptide transcripts from field-collected skin secretions that will complement existing methods for peptide analysis. We collected skin secretions from 4 North American species in the field in California and 2 species in the laboratory. Most frogs appeared healthy after release; however, Rana boylii in the Sierra Nevada foothills, but not the Coast Range, showed signs of morbidity and 2 died after handling. The amount of total RNA extracted from skin secretions was higher in R. boylii and R. sierrae compared to R. draytonii, and much higher compared to Pseudacris regilla. Interspecies variation in amount of RNA extracted was not explained by size, but for P. regilla it depended upon collection site and date. RNA extracted from skin secretions from frogs handled with bare hands had poor quality compared to frogs handled with gloves or plastic bags. Thirty-four putative antimicrobial peptide precursor transcripts were identified. This study demonstrates that RNA extracted from skin secretions collected in the field is of high quality suitable for use in sequencing or quantitative PCR (qPCR). However, some species do not secrete profusely, resulting in very little extracted RNA. The ability to measure transcript abundance of antimicrobial peptides in field-collected skin secretions complements proteomic analyses and may provide insight into transcriptional mechanisms that could affect peptide abundance.
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21
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Sun XQ, Zhang MX, Yu JY, Jin Y, Ling B, Du JP, Li GH, Qin QM, Cai QN. Glutathione S-transferase of brown planthoppers (Nilaparvata lugens) is essential for their adaptation to gramine-containing host plants. PLoS One 2013; 8:e64026. [PMID: 23700450 PMCID: PMC3659104 DOI: 10.1371/journal.pone.0064026] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2012] [Accepted: 04/10/2013] [Indexed: 11/18/2022] Open
Abstract
Plants have evolved complex processes to ward off attacks by insects. In parallel, insects have evolved mechanisms to thwart these plant defenses. To gain insight into mechanisms that mediate this arms race between plants and herbivorous insects, we investigated the interactions between gramine, a toxin synthesized by plants of the family Gramineae, and glutathione S transferase (GST), an enzyme found in insects that is known to detoxify xenobiotics. Here, we demonstrate that rice (Oryza sativa), a hydrophytic plant, also produces gramine and that rice resistance to brown planthoppers (Nilaparvata lugens, BPHs) is highly associated with in planta gramine content. We also show that gramine is a toxicant that causes BPH mortality in vivo and that knockdown of BPH GST gene nlgst1-1 results in increased sensitivity to diets containing gramine. These results suggest that the knockdown of key detoxification genes in sap-sucking insects may provide an avenue for increasing their sensitivity to natural plant-associated defense mechanisms.
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Affiliation(s)
- Xiao-Qin Sun
- College of Agronomy and Biotechnology, China Agricultural University, Beijing, China
| | - Mao-Xin Zhang
- College of Natural Resources and Environment, South China Agricultural University, Guangzhou, China
| | - Jing-Ya Yu
- College of Agronomy and Biotechnology, China Agricultural University, Beijing, China
| | - Yu Jin
- College of Agronomy and Biotechnology, China Agricultural University, Beijing, China
| | - Bing Ling
- College of Natural Resources and Environment, South China Agricultural University, Guangzhou, China
| | - Jin-Ping Du
- College of Plant Science and Technology, Huazhong Agricultural University, Wuhan, China
| | - Gui-Hua Li
- College of Plant Sciences, Jilin University, Changchun, China
| | - Qing-Ming Qin
- College of Plant Sciences, Jilin University, Changchun, China
- Key Laboratory of Zoonosis Research, Ministry of Education, Institute of Zoonosis, Jilin University, Changchun, China
| | - Qing-Nian Cai
- College of Agronomy and Biotechnology, China Agricultural University, Beijing, China
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22
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Gallo R, Natale M, Vendrame F, Boggi U, Filipponi F, Marchetti P, Laghi Pasini F, Dotta F. In vitro effects of mycophenolic acid on survival, function, and gene expression of pancreatic beta-cells. Acta Diabetol 2012; 49 Suppl 1:S123-31. [PMID: 22249339 DOI: 10.1007/s00592-011-0368-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/05/2011] [Accepted: 12/23/2011] [Indexed: 12/24/2022]
Abstract
Post-transplant diabetes mellitus represents an important complication of prolonged immunosuppressive treatment after solid organ transplantation. The immunosuppressive toxicity, responsible for a persistent impairment of glucose metabolism in pancreatic islet-transplanted patients, is mainly attributed to calcineurin inhibitors and steroids, while other immunosuppressive molecules (azathioprine and mycophenolic acid, MPA) are considered not to have a toxic effect. In the present study, in vitro effects of MPA have been investigated in mouse beta-cell lines (βTC-1 and βTC-6) and in purified human pancreatic islets. βTC-1, βTC-6, and human pancreatic islets were exposed to various concentrations of MPA for different times. Consequently, we evaluated the viability, the induction of apoptosis, the glucose-stimulated insulin secretion, and the expression of β-cell function genes (Isl1, Pax6, Glut-2, glucokinase) and apoptosis-related genes (Bax and Bcl2). βTC-1, βTC-6, and human islets treated, respectively, for 48 and 72 h with 15-30 nM MPA showed altered islet architecture, as compared with control cells. We observed for βTC-1 and βTC-6 almost 70% reduction in cell viability; three to sixfold induction of TUNEL/apoptotic-positive cells quantified by FACS analysis. A twofold increase in apoptotic cells was observed in human islets after MPA exposure associated with strong inhibition of glucose-stimulated insulin secretion. Furthermore, we showed significant down-regulation of gene expression of molecules involved in β-cell function and increase rate between Bax/Bcl2. Our data demonstrate that MPA has an in vitro diabetogenic effect interfering at multiple levels with survival and function of murine and human pancreatic β-cells.
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Affiliation(s)
- R Gallo
- Department of Internal Medicine, Diabetes Unit, Endocrine and Metabolic Sciences and Biochemistry, University of Siena, Viale Bracci 18, 53100 Siena, Italy
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23
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Lee MK, Kim HR. [Comparison between Real-Time PCR and Agarose Gel Electrophoresis for DNA Quantification.]. Korean J Lab Med 2012; 26:217-22. [PMID: 18156728 DOI: 10.3343/kjlm.2006.26.3.217] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Real-time polymerase chain reaction (PCR) is generally regarded as a very accurate and time-saving method, but it is expensive to run. We evaluated the reliability of an inexpensive and a researcher-friendly gel electrophoresis-based PCR method for the quantification of mRNA, and the results were compared with those obtained by real-time PCR. METHODS We compared the results of relative quantification for MMP-1 measured by real-time PCR and by ethidium bromide stained-agarose gel electrophoresis after end-point PCR. RESULTS There was significant but very weak correlation between real-time PCR and end-point PCR for relative quantification of MMP-1 (r=0.16, P<0.01). CONCLUSIONS Our results suggest that the use of the gel electrophoresis-based end-point PCR is inappropriate for quantifying mRNA. Therefore, in order to confirm the result of relative quantification by end-point PCR, the newly established real-time PCR method or northern hybridization should be applied.
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Affiliation(s)
- Mi Kyung Lee
- Department of Laboratory Medicine, College of Medicine, Chung-Ang University, Seoul, Korea.
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24
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Bartlett RS, Jetté ME, King SN, Schaser A, Thibeault SL. Fundamental approaches in molecular biology for communication sciences and disorders. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2012; 55:1220-1231. [PMID: 22232415 PMCID: PMC3418393 DOI: 10.1044/1092-4388(2011/11-0152)] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
PURPOSE This contemporary tutorial will introduce general principles of molecular biology, common deoxyribonucleic acid (DNA), ribonucleic acid (RNA), and protein assays and their relevance in the field of communication sciences and disorders. METHOD Over the past 2 decades, knowledge of the molecular pathophysiology of human disease has increased at a remarkable pace. Most of this progress can be attributed to concomitant advances in basic molecular biology and, specifically, the development of an ever-expanding armamentarium of technologies for analysis of DNA, RNA, and protein structure and function. Details of these methodologies, their limitations, and examples from the communication sciences and disorders literature are presented. Results/Conclusions The use of molecular biology techniques in the fields of speech, language, and hearing sciences is increasing, facilitating the need for an understanding of molecular biology fundamentals and common experimental assays.
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25
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Liu Y, Yang S, Yang J, Que H, Liu S. Relative expression of type II MAGE genes during retinoic acid-induced neural differentiation of mouse embryonic carcinoma P19 cells: a comparative real-time PCR analysis. Cell Mol Neurobiol 2012; 32:1059-68. [PMID: 22410673 DOI: 10.1007/s10571-012-9826-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2012] [Accepted: 02/28/2012] [Indexed: 02/05/2023]
Abstract
In mammals, the type II melanoma antigen (MAGE) protein family is constituted by at least ten closely related members, but our understanding of their function in the developing nervous system remains poor. To systematically study the expression pattern of type II MAGE genes during neurogenesis, we employed mouse embryonic carcinoma P19 cells as an in vitro model for neural differentiation by retinoic acid (RA) induction. The expression of type II MAGE genes was investigated under distinct steps of differentiation by a comparative ΔΔC (T) paradigm of real-time quantitative reverse-transcription PCR (qRT-PCR). The relative levels of each gene expression at various steps of differentiation were expressed as a fold change compared with that in RA-untreated P19 cells. The results revealed that: (1) the expression of MAGE-E1, E2, and Necdin transcripts was steadily increased, and the relative levels of MAGE-D1, D2, D3, F1, G1, and H1 mRNA were fluctuantly elevated after the RA-treatment at embryoid body and neural stages; (2) during RA-treatment and subsequent differentiation, the expression of MAGE-L2 mRNA was decreased. Therefore, our results suggested that MAGE-D1, D2, D3, E1, E2, F1, G1, H1, and Necdin might be involved in the early process of neurogenesis, and MAGE-L2 connected with maintenance of pluripotency of stem cells. These studies may present some clues for a better understanding of the fundamental aspects of type II MAGE genes during neurogenesis.
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Affiliation(s)
- Yong Liu
- State Key Laboratory of Proteomics, Department of Neurobiology, Institute of Basic Medical Sciences, Beijing, People's Republic of China.
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Wu Y, Cheng A, Wang M, Zhang S, Zhu D, Jia R, Luo Q, Chen Z, Chen X. Establishment of real-time quantitative reverse transcription polymerase chain reaction assay for transcriptional analysis of duck enteritis virus UL55 gene. Virol J 2011; 8:266. [PMID: 21631934 PMCID: PMC3120788 DOI: 10.1186/1743-422x-8-266] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2011] [Accepted: 06/01/2011] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND Real-time quantitative reverse transcription polymerase chain reaction assay (qRT-PCR) has become the benchmark for detection and quantification of target gene expression level and been utilized increasingly in detection of viral load and therapy monitoring. The dynamic transcription variation of duck enteritis virus UL55 gene during the life cycle of duck enteritis virus in infected cells has not been reported yet. RESULTS The newly identified duck enteritis virus UL55 gene was amplified and cloned into pMD18-T vector after digestion to generate a recombinant plasmid pMD18-T/UL55 for the establishment of qRT-PCR as standard DNA. The results of agarose gel electrophoresis and melting curve analysis demonstrated the primers we designed for qRT-PCR were specific and available. We used β-actin as a reference gene for normalization and established two standard curves based on pMD18-T/UL55 and pMD18-T/β-actin successfully. Based on that, the transcriptional analysis of DEV UL55 gene was performed, and the result suggested the expression of UL55 mRNA was at a low level from 0 to 8 h post-infection(p.i.), then accumulated quickly since 12 h p.i. and peaked at 36 h p.i., it can be detected till 60 h p.i.. Nucleic acid inhibition test was carried out for analyzing a temporal regulation condition of DEV UL55 gene, result revealed that it was sensitive to ganciclovir. Synthesis procedures of DEV UL55 gene can be inhibited by ganciclovir. CONCLUSIONS The method we established in this paper can provide quantitative values reflecting the amounts of measured mRNA in samples. It's available for detection and quantification, also can be used in DEV diagnosis. The DEV UL55 gene was produced most abundantly during the late phase of replication in DEV-infected cells and the transcription of it depended on the synthesized DNA. DEV UL55 gene is a γ2 gene which occurs last and have a strict requirement for viral DNA synthesis.
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Affiliation(s)
- Ying Wu
- Institute of Preventive Veterinary Medicine, Sichuan Agricultural University, Wenjiang, Chengdu City, Sichuan, China
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Yoshikawa T, Inoue R, Matsumoto M, Yajima T, Ushida K, Iwanaga T. Comparative expression of hexose transporters (SGLT1, GLUT1, GLUT2 and GLUT5) throughout the mouse gastrointestinal tract. Histochem Cell Biol 2011; 135:183-94. [PMID: 21274556 DOI: 10.1007/s00418-011-0779-1] [Citation(s) in RCA: 84] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/03/2011] [Indexed: 02/06/2023]
Abstract
Hexose transporters play a pivotal role in the absorption of food-derived monosaccharides in the gastrointestinal tract. Although a basic knowledge of the hexose transporters has already been gained, their detailed distribution and comparative intensities of expression throughout the gastrointestinal tract have not been fully elucidated. In this study, we quantitatively evaluated the expression of SGLT1, GLUT1, GLUT2, and GLUT5 by in situ hybridization and real-time PCR techniques using a total of 28 segments from the gastrointestinal tract of 9-week-old mice. GLUT2 and GLUT5 mRNA expressions were detected predominantly from the proximal to middle parts of the small intestine, showing identical expression profiles, while SGLT1 mRNA was expressed not only in the small intestine but also in the large intestine. Notably, GLUT1 mRNA was expressed at a considerable level in both the stomach and large intestine but was negligible in the small intestine. Immunohistochemistry demonstrated the polarized localization of hexose transporters in the large intestine: SGLT1 on the luminal surface and GLUT1 on the basal side of epithelial cells. The present study provided more elaborate information concerning the localization of hexose transporters in the small intestine. Furthermore, this study revealed the significant expression of glucose transporters in the large intestine, suggesting the existence of the physiological uptake of glucose in that location in mice.
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Affiliation(s)
- Tohru Yoshikawa
- Laboratory of Animal Science, Kyoto Prefectural University, Hanngi-cho 1-5, Shimogamo, Sakyo-ku, Kyoto 606-8522, Japan
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DeCoste NJ, Gadkar VJ, Filion M. Relative and absolute quantitative real-time PCR-based quantifications of hcnC and phlD gene transcripts in natural soil spiked with Pseudomonas sp. strain LBUM300. Appl Environ Microbiol 2011; 77:41-7. [PMID: 21075889 PMCID: PMC3019740 DOI: 10.1128/aem.01387-10] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2010] [Accepted: 11/01/2010] [Indexed: 11/20/2022] Open
Abstract
Transcriptional analysis of microbial gene expression using relative quantitative real-time PCR (qRT-PCR) has been hampered by various technical problems. One such problem is the unavailability of an exogenous standard robust enough for use in a complex matrix like soil. To circumvent this technical issue, we made use of a recently developed artificial RNA (myIC) as an exogenous "spike-in" control. Nonsterile field soil was inoculated with various concentrations of the test bacterium Pseudomonas sp. strain LBUM300, ranging from 4.3- to 8.3-log bacterial cells per gram of soil. Total soil RNA was extracted at days 0, 7, and 14 postinoculation, and using two-step TaqMan assays, phlD (encoding the production of 2,4-diacetylphloroglucinol) and hcnC (encoding the production of hydrogen cyanide) gene expression was monitored. For relative quantification, a defined quantity of in vitro-synthesized myIC RNA was spiked during the RNA extraction procedure. Absolute qRT-PCR was also performed in parallel. Both the absolute and relative quantifications showed similar transcriptional trends. Overall, the transcriptional activity of phlD and hcnC changed over time and with respect to the bacterial concentrations used. Transcripts of the phlD and hcnC genes were detected for all five bacterial concentrations, but the phlD transcript copy numbers detected were lower than those detected for hcnC, regardless of the initial bacterial concentration or sampling date. For quantifying a low number of transcripts, the relative method was more reliable than the absolute method. This study demonstrates for the first time the use of a relative quantification approach to quantifying microbial gene transcripts from field soil using an exogenous spike-in control.
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Affiliation(s)
- Nadine J. DeCoste
- Université de Moncton, Department of Biology, 18 Antonine-Maillet, Moncton, NB E1A 3E9, Canada
| | - Vijay J. Gadkar
- Université de Moncton, Department of Biology, 18 Antonine-Maillet, Moncton, NB E1A 3E9, Canada
| | - Martin Filion
- Université de Moncton, Department of Biology, 18 Antonine-Maillet, Moncton, NB E1A 3E9, Canada
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Kemmer D, Faxén M, Hodges E, Lim J, Herzog E, Ljungström E, Lundmark A, Olsen MK, Podowski R, Sonnhammer ELL, Nilsson P, Reimers M, Lenhard B, Roberds SL, Wahlestedt C, Höög C, Agarwal P, Wasserman WW. Exploring the foundation of genomics: a northern blot reference set for the comparative analysis of transcript profiling technologies. Comp Funct Genomics 2010; 5:584-95. [PMID: 18629180 PMCID: PMC2447472 DOI: 10.1002/cfg.443] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/19/2004] [Indexed: 02/02/2023] Open
Abstract
In this paper we aim to create a reference data collection of Northern blot results
and demonstrate how such a collection can enable a quantitative comparison of
modern expression profiling techniques, a central component of functional genomics
studies. Historically, Northern blots were the de facto standard for determining RNA
transcript levels. However, driven by the demand for analysis of large sets of genes in
parallel, high-throughput methods, such as microarrays, dominate modern profiling
efforts. To facilitate assessment of these methods, in comparison to Northern blots,
we created a database of published Northern results obtained with a standardized
commercial multiple tissue blot (dbMTN). In order to demonstrate the utility of the
dbMTN collection for technology comparison, we also generated expression profiles
for genes across a set of human tissues, using multiple profiling techniques. No method
produced profiles that were strongly correlated with the Northern blot data. The
highest correlations to the Northern blot data were determined with microarrays
for the subset of genes observed to be specifically expressed in a single tissue in
the Northern analyses. The database and expression profiling data are available
via the project website (http://www.cisreg.ca). We believe that emphasis on multitechnique
validation of expression profiles is justified, as the correlation results
between platforms are not encouraging on the whole. Supplementary material for this
article can be found at: http://www.interscience.wiley.com/jpages/1531-6912/suppmat
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Affiliation(s)
- Danielle Kemmer
- Center for Genomics and Bioinformatics, Karolinska Institutet, Stockholm, Sweden
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Shin GW, Hwang HS, Nam HG, Oh MH, Jung GY. Sensitive multiplex RNA quantification using capillary electrophoresis-based single-strand conformation polymorphism. Biotechnol Bioeng 2010; 106:167-72. [PMID: 20014441 DOI: 10.1002/bit.22646] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Quantification of RNA provides information crucial for various biological studies, including analysis of mRNA expression and that of microRNAs. Reverse transcription (RT) coupled with real-time polymerase chain reaction (PCR) is known to be the most accurate method for quantifying nucleic acids, and thus represents the state-of-the-art for RNA quantification. However, the use of real-time PCR for RNA quantification is limited to a single target per analytical run because of reductions in quantification power and limitations of fluorescence dyes associated with multiplex applications. Here, we report a novel multiplex RNA quantification method that uses capillary electrophoresis single-strand conformation polymorphism (CE-SSCP) coupled with modified RT and asymmetric PCR. The reverse transcripts of seven in vitro transcribed RNAs were modified with common sequence tags and amplified by asymmetric PCR using primers specific to the common tags. The resulting amplicons were separated and quantified by CE-SSCP. A series of experiments using different amounts of RNA demonstrated that the assay had a limit of detection of 2 amol and a dynamic range of approximately 10(5). These results clearly indicate the potential of this method to provide robust and precise multiplex RNA quantification.
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Affiliation(s)
- Gi Won Shin
- School of Interdisciplinary Bioscience and Bioengineering, Pohang University of Science and Technology, Pohang, Korea
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Ortiz-Martín I, Thwaites R, Macho AP, Mansfield JW, Beuzón CR. Positive regulation of the Hrp type III secretion system in Pseudomonas syringae pv. phaseolicola. MOLECULAR PLANT-MICROBE INTERACTIONS : MPMI 2010; 23:665-81. [PMID: 20367474 DOI: 10.1094/mpmi-23-5-0665] [Citation(s) in RCA: 52] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
Disease in compatible hosts and induction of the hypersensitive response in resistant plants by most plant-pathogenic bacteria require a functional type III secretion system (T3SS). Expression of T3SS genes responds to host and environmental factors and is induced within the plant. In Pseudomonas syringae, expression of the T3SS requires HrpL, which is transcriptionally upregulated by HrpR and HrpS. In some pathovars, expression of the hrpRS genes is upregulated by the GacA/S two-component system. Additionally, HrpA, the major component of the T3SS pilus, has also been linked to the regulation of the hrpRS gene expression. Previous studies concerning regulation of hypersensitive response and pathogenesis/hypersensitive response conserved (hrp/hrc) gene expression have used mostly in vitro inducing conditions, different pathovars, and methodology. Here, we analyze the roles of HrpL, GacA, and HrpA in the bean pathogen, using single, double, and triple mutants as well as strains ectopically expressing the regulators. We use real-time polymerase chain reaction analysis in vitro and in planta to quantify gene expression and competitive indices and other assays to assess bacterial fitness. Our results indicate that i) HrpL acts as a general virulence regulator that upregulates non-T3SS virulence determinants and downregulates flagellar function; ii) GacA modulates the expression of hrpL, and its contribution to virulence is entirely HrpL dependent; iii) there is a basal HrpL-independent expression of the T3SS genes in rich medium that is important for full activation of the system, maybe by keeping the system primed for rapid activation upon contact with the plant; and iv) HrpA upregulates expression of the T3SS genes and is essential to activate expression of the hrpZ operon upon contact with the plant.
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Affiliation(s)
- Inmaculada Ortiz-Martín
- Instituto de Hortofruticultura Subtropical y Mediterranea, Universidad de Málaga-Consejo Superior de Inverstigaciones Cientificas, Depto. Biología cellular, Genética y Fisiología, Spain.
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Comparison of hybridization methods and real-time PCR: their value in animal cell line characterization. Appl Microbiol Biotechnol 2010; 87:419-25. [DOI: 10.1007/s00253-010-2580-9] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2010] [Revised: 03/22/2010] [Accepted: 03/22/2010] [Indexed: 12/20/2022]
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Tuomi JM, Voorbraak F, Jones DL, Ruijter JM. Bias in the Cq value observed with hydrolysis probe based quantitative PCR can be corrected with the estimated PCR efficiency value. Methods 2010; 50:313-22. [DOI: 10.1016/j.ymeth.2010.02.003] [Citation(s) in RCA: 119] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2009] [Revised: 01/24/2010] [Accepted: 02/03/2010] [Indexed: 10/19/2022] Open
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Rashid-Doubell F. Changes in gene expression of caveolin-1 after inflammatory pain using quantitative real-time PCR. Methods Mol Biol 2010; 630:187-197. [PMID: 20300998 DOI: 10.1007/978-1-60761-629-0_12] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
This chapter will take the reader through the steps involved in obtaining a gene expression profile using real-time PCR. Real-time PCR is an end-point measure of changes in gene expression that have occurred after a physiological event. It specifically describes the process by which real-time PCR was used to measure caveolin-1 gene expression after an inflammatory pain insult. The method outlines the initial stage of total RNA extraction from the starting material through the main steps involved in producing a gene expression profile including primer design, RNA quantification and cDNA production by reverse transcription and of course the real-time PCR. The caveolin-1 gene measured here is the main component of specialised domains found in the plasma membrane with a primary function described as signal transduction 'hot spots'. The result of this experiment shows that there was a twofold increase in caveolin-1 gene expression in rat dorsal root ganglions 24 h after Complete Freund's Adjuvant administration and a decrease at 48 h.
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Affiliation(s)
- Fiza Rashid-Doubell
- School of Applied Sciences, University of Northumbria, Newcastle upon Tyne, UK
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Lee TY, Lee KJ, Baik HS. Expression of IL-1β, MMP-9 and TIMP-1 on the Pressure Side of Gingiva under Orthodontic Loading. Angle Orthod 2009; 79:733-9. [DOI: 10.2319/031308-145.1] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2008] [Accepted: 07/01/2008] [Indexed: 11/23/2022] Open
Abstract
Abstract
Objectives: To test the hypothesis that orthodontic pressure does not induce gene transcription of IL-1β, MMP-9, and TIMP-1 in pressure gingival soft tissue.
Materials and Methods: A total of 14 male Wistar rats were used with three rats as no appliance controls and another three as the sham appliance group. On the 7th and the 14th day after orthodontic loading on the maxillary left molar, four rats were sacrificed, respectively. Maxillary right first molars served as the contralateral control side. A real-time RT-PCR for the excised gingiva was performed to measure the mRNA of IL-1β, MMP-9, and TIMP-1.
Results: Compared with the contralateral side, IL-1β mRNA from the pressure side significantly increased on the 7th day, then decreased on the 14th day (P < .05). MMP-9 and TIMP-1 mRNA showed a significant constant increase on both the 7th and the 14th day (P < .05).
Conclusions: The hypothesis is rejected. Orthodontic loading led to increases in IL-1β, MMP-9, and TIMP-1 mRNA in pressure side gingiva in rats.
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Affiliation(s)
- Tae-Yeon Lee
- a Resident, Department of Orthodontics, College of Dentistry, Yonsei University, Seoul, South Korea
| | - Kee-Joon Lee
- b Associate Professor, Department of Orthodontics, College of Dentistry, Yonsei University, Seoul, South Korea
| | - Hyoung-Seon Baik
- c Professor, Department of Orthodontics, College of Dentistry, Institute of Craniofacial Deformity, Yonsei University, Seoul, South Korea
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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: 27] [Impact Index Per Article: 1.8] [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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Løvdal T, Lillo C. Reference gene selection for quantitative real-time PCR normalization in tomato subjected to nitrogen, cold, and light stress. Anal Biochem 2009; 387:238-42. [DOI: 10.1016/j.ab.2009.01.024] [Citation(s) in RCA: 273] [Impact Index Per Article: 18.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2008] [Revised: 01/15/2009] [Accepted: 01/16/2009] [Indexed: 01/01/2023]
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Pilbrow AP, Ellmers LJ, Black MA, Moravec CS, Sweet WE, Troughton RW, Richards AM, Frampton CM, Cameron VA. Genomic selection of reference genes for real-time PCR in human myocardium. BMC Med Genomics 2008; 1:64. [PMID: 19114010 PMCID: PMC2632664 DOI: 10.1186/1755-8794-1-64] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2008] [Accepted: 12/29/2008] [Indexed: 11/26/2022] Open
Abstract
Background Reliability of real-time PCR (RT-qPCR) data is dependent on the use of appropriate reference gene(s) for normalization. To date, no validated reference genes have been reported for normalizing gene expression in human myocardium. This study aimed to identify validated reference genes for use in gene expression studies of failed and non-failed human myocardium. Methods Bioinformatic analysis of published human heart gene expression arrays (195 failed hearts, 16 donor hearts) was used to identify 10 stable and abundant genes for further testing. The expression stability of these genes was investigated in 28 failed and 28 non-failed human myocardium samples by RT-qPCR using geNorm software. Results Signal recognition particle 14 kDa (SRP14), tumor protein, translationally-controlled 1 (TPT1) and eukaryotic elongation factor 1A1 (EEF1A1) were ranked the most stable genes. The commonly used reference gene, glyceraldehyde-3-phosphate dehydrogenase (GAPDH) was ranked the least stable of the genes tested. The normalization strategy was tested by comparing RT-qPCR data of both normalized and raw expression levels of brain natriuretic peptide precursor (NPPB), a gene known to be up-regulated in heart failure. Non-normalized levels of NPPB exhibited a marginally significant difference between failed and non-failed samples (p = 0.058). In contrast, normalized NPPB expression levels were significantly higher in heart-failed patients compared with controls (p = 0.023). Conclusion This study used publicly available gene array data to identify a strategy for normalization involving two reference genes in combination that may have broad application for accurate and reliable normalization of RT-qPCR data in failed and non-failed human myocardium.
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Affiliation(s)
- Anna P Pilbrow
- Christchurch Cardioendocrine Research Group, Department of Medicine, University of Otago-Christchurch, PO Box 4345, Christchurch 8014, New Zealand.
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Qiu C, LIN DD, Wang HH, Qiao CH, Wang J, Zhang T. Quantification of VEGF-C expression in canine mammary tumours. Aust Vet J 2008; 86:279-82. [DOI: 10.1111/j.1751-0813.2008.00312.x] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Abstract
Following its invention 25 years ago, PCR has been adapted for numerous molecular biology applications. Gene expression analysis by reverse-transcription quantitative PCR (RT-qPCR) has been a key enabling technology of the post-genome era. Since the founding of BioTechniques, this journal has been a resource for the improvements in qPCR technology, experimental design, and data analysis. qPCR and, more specifically, real-time qPCR has become a routine and robust approach for measuring the expression of genes of interest, validating microarray experiments, and monitoring biomarkers. The use of real-time qPCR has nearly supplanted other approaches (e.g., Northern blotting, RNase protection assays). This review examines the current state of qPCR for gene expression analysis now that the method has reached a mature stage of development and implementation. Specifically, the different fluorescent reporter technologies of real-time qPCR are discussed as well as the selection of endogenous controls. The conceptual framework for data analysis methods is also presented to demystify these analysis techniques. The future of qPCR remains bright as the technology becomes more rapid, cost-effective, easier to use, and capable of higher throughput.
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Ngazoa E, Fliss I, Jean J. Quantitative study of persistence of human norovirus genome in water using TaqMan real-time RT-PCR. J Appl Microbiol 2008; 104:707-15. [DOI: 10.1111/j.1365-2672.2007.03597.x] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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Expression and significance of PTEN in canine mammary gland tumours. Res Vet Sci 2007; 85:383-8. [PMID: 18082231 DOI: 10.1016/j.rvsc.2007.10.015] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2007] [Revised: 10/17/2007] [Accepted: 10/27/2007] [Indexed: 01/14/2023]
Abstract
To explore the expression and clinical importance of the anti-oncogene phosphatase and tensin homologue deleted on chromosome 10 (PTEN) in canine mammary gland tumours, PTEN expression was compared in 50 cases of canine mammary tumour and four examples of normal mammary tissue using real-time quantitative PCR. PTEN expression was similar in benign mammary tumours and normal mammary tissues (P>0.05), but was lower in malignant tumours than in normal mammary tissues or benign mammary tumours (P<0.001). PTEN expression was also low in the lymph node metastases of malignant mammary tumours. The expression profile of PTEN in malignant mammary tumours compared to those without lymph node metastasis varied significantly. Low-level PETN expression might play an important role in carcinogenesis and the progression of canine mammary tumours, and PTEN protein detection might be useful in evaluating tumour development and prognosis.
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Brookes KJ, Neale BM, Sugden K, Khan N, Asherson P, D'Souza UM. Relationship between VNTR polymorphisms of the human dopamine transporter gene and expression in post-mortem midbrain tissue. Am J Med Genet B Neuropsychiatr Genet 2007; 144B:1070-8. [PMID: 17579365 DOI: 10.1002/ajmg.b.30572] [Citation(s) in RCA: 76] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Attention deficit hyperactivity disorder (ADHD) is currently one of the most prevalent childhood behavioral disorders. The disorder is found to be highly heritable, suggesting a large genetic component. Association studies have repeatedly implicated the dopamine transporter (DAT1) gene, and in particular the 10-repeat allele of a variable number tandem repeat (VNTR) polymorphism located in the 3'UTR of the gene. Inconclusive data has been generated from several earlier studies on the functional effects of this polymorphism. Therefore, there is call for further investigation and thus the focus on data described here from TaqMan RT-PCR assays. The expression levels of the DAT1 gene from post-mortem midbrain tissue was measured in relation to the polymorphism present at the 3'UTR VNTR, together with a further VNTR marker located within intron 8 of the gene (Int8 VNTR). The findings suggest that the presence of the 10-repeat allele of the 3'UTR VNTR, the 3-repeat of the intron 8 VNTR and both VNTR markers are correlated with increased levels of the DAT1 transcript in midbrain post-mortem tissue. Further work using linear regression (LR) shows agreement with the correlation analysis, and either nominal significance or a trend in that direction. Given the small sample size, bootstrapping-derived confidence intervals were calculated for the LR. These empirical analyses suggest that the 3'UTR VNTR to show a significant main effect on relative DAT1 expression. Furthermore, a significant effect was found for the combined model (3'UTR and Int8 VNTR markers) on expression. These data provide further evidence on the plausible molecular mechanism underlying the aetiology of the disorder.
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Affiliation(s)
- Keeley J Brookes
- MRC Social Genetic Developmental Psychiatry Centre, Institute of Psychiatry, King's College London, United Kingdom
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Allen D, Winters E, Kenna PF, Humphries P, Farrar GJ. Reference gene selection for real-time rtPCR in human epidermal keratinocytes. J Dermatol Sci 2007; 49:217-25. [PMID: 18061409 DOI: 10.1016/j.jdermsci.2007.10.001] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2007] [Revised: 09/21/2007] [Accepted: 10/11/2007] [Indexed: 11/26/2022]
Abstract
BACKGROUND RNA interference represents a powerful tool with which to achieve suppression of specific target mRNA. Real-time rtPCR is a useful technique for assessing levels of mRNA expression. Critically, for real-time rtPCR to yield meaningful results, it is necessary to normalise expression of the gene of interest to stably expressed endogenous control genes. OBJECTIVES The study involved establishing expression profiles for 11 housekeeping genes in human epidermal keratinocyte cell lines determining their relative stability. Furthermore, the effect of the presence of shRNA on these expression profiles has been established. METHODS Keratinocytes were transfected using lipid-based transfection or AMAXA nucleofection. Real-time rtPCR was used to establish RNA expression levels. Data analysis was carried out using geNORM. RESULTS When using HaCaT or adult NHEK cells any combination of 8 of the housekeeping genes would be appropriate for normalisation. In contrast, with juvenile NHEK cells only 4 of the housekeeping genes were found to be sufficiently stable to be deemed appropriate for normalisation of expression data. Furthermore data demonstrated that the expression of housekeeping genes may sometimes be affected by the induction of the RNAi pathway. CONCLUSIONS The data obtained highlight the importance of characterising housekeeping gene expression profiles in each specific cell type prior to choosing a set of housekeeping genes for expression studies. The results from this study are applicable to researchers working with human epidermal keratinocytes and the experimental approach is more broadly applicable to any researcher carrying out real-time rtPCR.
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Affiliation(s)
- Danny Allen
- Department of Genetics, Trinity College Dublin, Dublin 2, Ireland.
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Allen CA, Payne SL, Harville M, Cohen N, Russell KE. Validation of quantitative polymerase chain reaction assays for measuring cytokine expression in equine macrophages. J Immunol Methods 2007; 328:59-69. [PMID: 17900609 PMCID: PMC2148255 DOI: 10.1016/j.jim.2007.08.006] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2007] [Revised: 07/24/2007] [Accepted: 08/03/2007] [Indexed: 10/22/2022]
Abstract
The study of the equine immune system and inflammatory responses, by measuring cytokine expression, can provide important insight into disease pathogenesis in the horse. A set of quantitative real-time polymerase chain reaction (QPCR) assays for the equine cytokines IL-1alpha, IL-1beta, IL-6, IL-8 and TNF-alpha were validated using QPCR primers and probes which were generated for the equine IL-1alpha, IL-1beta, IL-6, IL-8, TNF-alpha and 18S genes. Amplification efficiency, intra-assay and inter-assay variation were determined using 10-fold dilutions of plasmid for each gene. Under these conditions the amplification efficiencies of the primers and probes ranged from 99% to 101%. The mean coefficient of variation (CV) across five sets of plasmid DNA for both intra-assay and inter-assay variation was 0.63% (range 0.2% to 1.8%). Amplification efficiency was also determined using 2-fold dilutions of cDNA and under these conditions amplification efficiency ranged from 83% to 95%. The specificity of amplification was confirmed by DNA sequencing of reaction products. The QPCR assays were also evaluated using three sets of cDNA from equine monocyte derived macrophages (EMDM) stimulated for 1 h with lipopolysaccharide (LPS). The general trend was the same for all three samples with IL-1alpha showing the greatest induction and IL-6 the lowest induction. The range of cytokine induction was greater than has previously been reported with values ranging from 12-fold to 30,000-fold. We present a set of QPCR primers and probes that are suitable for quantitation of expression of a set of equine cytokines. The primers and probes have been rigorously analyzed, and we demonstrate that they are specific for the desired genes, have a high amplification efficiency and the assays are highly reproducible.
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Affiliation(s)
- Charlotte A. Allen
- Department of Veterinary Pathobiology, Texas A&M University, MS 4467, College Station, TX 77843-4467, USA
| | - Susan L. Payne
- Department of Veterinary Pathobiology, Texas A&M University, MS 4467, College Station, TX 77843-4467, USA
| | - Melissa Harville
- Department of Veterinary Pathobiology, Texas A&M University, MS 4467, College Station, TX 77843-4467, USA
| | - Noah Cohen
- Department of Large Animal Clinical Sciences, Texas A&M University, MS 4475, College Station, TX 77843-4467, USA
| | - Karen E. Russell
- Department of Veterinary Pathobiology, Texas A&M University, MS 4467, College Station, TX 77843-4467, USA
- Corresponding author. Tel.: +1-979-458-3548; Fax: +1-979-458-1325, E-mail address: (K. E. Russell)
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Müllegger RR, Means TK, Shin JJ, Lee M, Jones KL, Glickstein LJ, Luster AD, Steere AC. Chemokine signatures in the skin disorders of Lyme borreliosis in Europe: predominance of CXCL9 and CXCL10 in erythema migrans and acrodermatitis and CXCL13 in lymphocytoma. Infect Immun 2007; 75:4621-8. [PMID: 17606602 PMCID: PMC1951170 DOI: 10.1128/iai.00263-07] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
The three skin disorders of Lyme borreliosis in Europe include erythema migrans, an acute, self-limited lesion; borrelial lymphocytoma, a subacute lesion; and acrodermatitis chronica atrophicans, a chronic lesion. Using quantitative reverse transcription-PCR, we determined mRNA expression of selected chemokines, cytokines, and leukocyte markers in skin samples from 100 patients with erythema migrans, borrelial lymphocytoma, or acrodermatitis chronica atrophicans and from 25 control subjects. Chemokine patterns in lesional skin in each of the three skin disorders included low but significant mRNA levels of the neutrophil chemoattractant CXCL1 and the dendritic cell chemoattractant CCL20 and intermediate levels of the macrophage chemoattractant CCL2. Erythema migrans and particularly acrodermatitis lesions had high mRNA expression of the T-cell-active chemokines CXCL9 and CXCL10 and low levels of the B-cell-active chemokine CXCL13, whereas lymphocytoma lesions had high levels of CXCL13 and lower levels of CXCL9 and CXCL10. This pattern of chemokine expression was consistent with leukocyte marker mRNA in lesional skin. Moreover, using immunohistologic methods, CD3(+) T cells and CXCL9 were visualized in erythema migrans and acrodermatitis lesions, and CD20(+) B cells and CXCL13 were seen in lymphocytoma lesions. Thus, erythema migrans and acrodermatitis chronica atrophicans have high levels of the T-cell-active chemokines CXCL9 and CXCL10, whereas borrelial lymphocytoma has high levels of the B-cell-active chemokine CXCL13.
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Affiliation(s)
- Robert R Müllegger
- Department of Dermatology, Medical University of Graz, Auenbruggerplatz 8, A-8036 Graz, Austria.
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Passos DT, Hepp D, Moraes JCF, Weimer TA. Effect of polymorphisms linked to LEP gene on its expression on adipose tissues in beef cattle. J Anim Breed Genet 2007; 124:157-62. [PMID: 17550358 DOI: 10.1111/j.1439-0388.2007.00653.x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
In cattle, genetic markers at the leptin (LEP) gene and at those linked to the gene have been described as affecting calving interval (markers LEPSau3AI and IDVGA51), or daily weight gain (BMS1074 and BM1500). This work investigated the effect of these alleles on LEP mRNA levels in cattle subcutaneous and omental adipose tissues. A sample of 137 females of a Brangus-Ibage beef cattle herd was analysed to evaluate the distribution of the polymorphisms; then, animals having at least one of the IDVGA51*181 (allele 181 at marker IDVGA51; six animals), LEPSau3AI*2 (four), BMS1074*151 (13), BM1500*135 (six) alleles and a control group composed of animals without any of these alleles (four animals) were submitted to surgery to obtain omental and subcutaneous adipose tissues. Leptin mRNA expression was quantified by TaqMan RT-PCR, using 18S rRNA as internal control and adjusted for the effect of body condition score, through regression analysis. Omental fat had LEP gene expression 33% lower than the subcutaneous tissue. Carriers of IDVGA*181 and BMS1074*151 showed subcutaneous fat leptin mRNA levels higher than the controls. Leptin controls feed intake and coordinates reproduction; therefore, animals with higher LEP gene expression will probably have lower daily weight gain than others with similar forage offer and nutritional condition and probably will also have longer calving interval.
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Affiliation(s)
- D T Passos
- Laboratório de Biotecnologia, Hospital Veterinário, Universidade Luterana do Brasil, Canoas, RS, Brazil.
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Brandin H, Viitanen E, Myrberg O, Arvidsson AK. Effects of herbal medicinal products and food supplements on induction of CYP1A2, CYP3A4 and MDR1 in the human colon carcinoma cell line LS180. Phytother Res 2007; 21:239-44. [PMID: 17163579 DOI: 10.1002/ptr.2057] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
A selection of popular herbal medicinal products and food supplements were analysed for their potential to modulate the expression of the cytochrome P450 enzymes CYP1A2 and CYP3A4 and the transporter protein MDR1. A total of 31 products were analysed. Nine of the products have been approved by the Medical Products Agency (MPA) in Sweden and are marketed as herbal medicinal products. Twenty-two of the products have not been assessed by the MPA and are marketed as food supplements. LS180 cells were exposed to extracts from the different herbal products and real-time quantitative polymerase chain reaction, RT-QPCR, was subsequently used to analyse the relative mRNA levels of CYP1A2, CYP3A4 or MDR1 in treated and non-treated cells. Our results show that 17 of 31 products tested induced a two-fold expression or more for at least one of the genes analysed. Four products, of which a ginger-supplement was the most potent, induced all three genes.
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Tanaka K, Tainaka K, Kamei T, Okamoto A. Direct labeling of 5-methylcytosine and its applications. J Am Chem Soc 2007; 129:5612-20. [PMID: 17408269 DOI: 10.1021/ja068660c] [Citation(s) in RCA: 85] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Cytosine methylation is one of the most important epigenetic events, and much effort has been directed to develop a simple reaction for methylcytosine detection. In this paper, we describe the design of tag-attachable ligands for direct methylcytosine labeling and their application to fluorescent and electrochemical assays. The effect of the location of bipyridine substituents on the efficiency of osmium complexation at methylcytosine was initially investigated. As a result, a bipyridine derivative with a substituent at the C4 position showed efficient complexation at the methylcytosine residue of single-stranded DNA in a reaction mixture containing potassium osmate and potassium hexacyanoferrate(III). On the basis of this result, a bipyridine derivative with a tag-attachable amino linker at the C4 position was synthesized. The efficiency of metal complex formation in the presence of the osmate and the synthetic ligand was clearly changed by the presence/absence of a methyl group at the C5 position of cytosine. The succinimidyl esters of functional labeling units were then attached to the bipyridine ligand fixed on the methylcytosine. These labels attached to methylcytosine enabled us to detect the target methylcytosine in DNA both fluorometrically and electrochemically. For example, we were able to fluorometrically obtain information on the methylation status at a specific site by means of fluorescence resonance energy transfer from a hybridized fluorescent DNA probe to a fluorescent label on methylcytosine. In addition, by the combination of electrochemically labeled methylcytosine and an electrode modified by probe DNAs, a methylcytosine-selective characteristic current signal was observed. This direct labeling of methylcytosine is a conceptually new methylation detection assay with many merits different from conventional assays.
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Affiliation(s)
- Kazuo Tanaka
- Frontier Research System, RIKEN, The Institute of Physical and Chemical Research, Wako, Saitama 351-0198, Japan
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Brambilla A, Tarroni P. The GeneTrawler®: mapping potential drug targets in human and rat tissues. Expert Opin Ther Targets 2007; 11:567-80. [PMID: 17373885 DOI: 10.1517/14728222.11.4.567] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Expression data are an important element of target identification and validation. The authors have established an automated high-throughput method based on real time quantitative polymerase chain reaction, called the GeneTrawler, for the characterization of pharmaceutical targets on an annotated collection of human tissues. The authors have conducted a variability analysis of the system, which demonstrates that the majority of the variability between expression levels determined is due to biologic variation between samples, rather than technical variation due to imprecision of the method. Gene expression maps, generated with this carefully controlled system provide a large, reliable, consistent data set. The authors have used this system to characterize the expression of > 100 genes, and here they show the expression profile of SUR1 in order to illustrate its use. The authors were able to confirm SUR1 expression in the lung, which was suggested on the basis of pharmacologic experiments but has not previously been confirmed by mRNA detection. The data also show SUR1 expression in tissues that have been associated with some of the side effects seen with SUR1 modulators. This and other examples demonstrate that the GeneTrawler is useful to gauge the suitability of a prospective therapeutic target, to fully exploit a known drug target, or to identify and help validate new hypothetical druggable targets to fuel drug discovery pipelines.
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Affiliation(s)
- Andrea Brambilla
- Axxam, San Raffaele Biomedical Science Park, Via Olgettina 58, 20132 Milan, Italy
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