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1.
BMC Bioinformatics ; 22(1): 398, 2021 Aug 24.
Artigo em Inglês | MEDLINE | ID: mdl-34433408

RESUMO

BACKGROUND: The analyses of amplification and melting curves have been shown to provide valuable information on the quality of the individual reactions in quantitative PCR (qPCR) experiments and to result in more reliable and reproducible quantitative results. IMPLEMENTATION: The main steps in the amplification curve analysis are (1) a unique baseline subtraction, not using the ground phase cycles, (2) PCR efficiency determination from the exponential phase of the individual reactions, (3) setting a common quantification threshold and (4) calculation of the efficiency-corrected target quantity with the common threshold, efficiency per assay and Cq per reaction. The melting curve analysis encompasses smoothing of the observed fluorescence data, normalization to remove product-independent fluorescence loss, peak calling and assessment of the correct peak by comparing its melting temperature with the known melting temperature of the intended amplification product. RESULTS: The LinRegPCR web application provides visualization and analysis of a single qPCR run. The user interface displays the analysis results on the amplification curve analysis and melting curve analysis in tables and graphs in which deviant reactions are highlighted. The annotated results in the tables can be exported for calculation of gene-expression ratios, fold-change between experimental conditions and further statistical analysis. Web-based LinRegPCR addresses two types of users, wet-lab scientists analyzing the amplification and melting curves of their own qPCR experiments and bioinformaticians creating pipelines for analysis of series of qPCR experiments by splitting its functionality into a stand-alone back-end RDML (Real-time PCR Data Markup Language) Python library and several companion applications for data visualization, analysis and interactive access. The use of the RDML data standard enables machine independent storage and exchange of qPCR data and the RDML-Tools assist with the import of qPCR data from the files exported by the qPCR instrument. CONCLUSIONS: The combined implementation of these analyses in the newly developed web-based LinRegPCR ( https://www.gear-genomics.com/rdml-tools/ ) is platform independent and much faster than the original Windows-based versions of the LinRegPCR program. Moreover, web-based LinRegPCR includes a novel statistical outlier detection and the combination of amplification and melting curve analyses allows direct validation of the amplification product and reporting of reactions that amplify artefacts.


Assuntos
Artefatos , Internet , Reação em Cadeia da Polimerase em Tempo Real
2.
Clin Chem ; 67(6): 829-842, 2021 06 01.
Artigo em Inglês | MEDLINE | ID: mdl-33890632

RESUMO

BACKGROUND: Quantitative PCR (qPCR) aims to measure the DNA or RNA concentration in diagnostic and biological samples based on the quantification cycle (Cq) value observed in the amplification curves. Results of qPCR experiments are regularly calculated as if all assays are 100% efficient or reported as just Cq, ΔCq, or ΔΔCq values. CONTENTS: When the reaction shows specific amplification, it should be deemed to be positive, regardless of the observed Cq. Because the Cq is highly dependent on amplification efficiency that can vary among targets and samples, accurate calculation of the target quantity and relative gene expression requires that the actual amplification efficiency be taken into account in the analysis and reports. PCR efficiency is frequently derived from standard curves, but this approach is affected by dilution errors and hampered by properties of the standard and the diluent. These factors affect accurate quantification of clinical and biological samples used in diagnostic applications and collected in challenging conditions. PCR efficiencies determined from individual amplification curves avoid these confounders. To obtain unbiased efficiency-corrected results, we recommend absolute quantification with a single undiluted calibrator with a known target concentration and efficiency values derived from the amplification curves of the calibrator and the unknown samples. SUMMARY: For meaningful diagnostics or biological interpretation, the reported results of qPCR experiments should be efficiency corrected. To avoid ambiguity, the Minimal Information for Publications on Quantitative Real-Time PCR Experiments (MIQE) guidelines checklist should be extended to require the methods that were used (1) to determine the PCR efficiency and (2) to calculate the reported target quantity and relative gene expression value.


Assuntos
Técnicas Genéticas , RNA , Calibragem , Humanos , Reação em Cadeia da Polimerase em Tempo Real
3.
FASEB J ; 33(12): 14542-14555, 2019 12.
Artigo em Inglês | MEDLINE | ID: mdl-31682470

RESUMO

Quantitative PCR (qPCR) allows the precise measurement of DNA concentrations and is generally considered to be straightforward and trouble free. However, analyses using validated Sybr Green I-based assays regularly amplify both the correct product and an artifact. Amplification of more than 1 product can be recognized when melting curve analysis is performed after the qPCR. Currently, such reactions need to be excluded from further analysis because the quantification result is considered meaningless. However, when the fraction of the fluorescence associated with the correct product can be determined, the quantitative result of the qPCR analysis can be corrected. The main assumptions of this correction model are: 1) the melting peak of the correct product can be identified, 2) the PCR efficiencies of all amplified products are similar, 3) the relative size of the melting peaks reflects the relative concentrations of the products, and 4) the relative concentrations do not change as the reaction reaches plateau. These assumptions were validated in a series of model experiments. The results show that the quantitative results can be corrected. Implementation of a correction for the presence of artifact amplification in the analysis of qPCR data leads to more reliable quantitative results in qPCR experiments.-Ruijter, J. M., Ruiz-Villalba, A., van den Hoff, A. J. J., Gunst, Q. D., Wittwer, C. T., van den Hoff, M. J. B. Removal of artifact bias from qPCR results using DNA melting curve analysis.


Assuntos
Artefatos , DNA/química , Reação em Cadeia da Polimerase em Tempo Real/métodos , Viés , DNA/genética , Cinética , Desnaturação de Ácido Nucleico , Reação em Cadeia da Polimerase em Tempo Real/normas
4.
Development ; 143(12): 2135-46, 2016 06 15.
Artigo em Inglês | MEDLINE | ID: mdl-27048739

RESUMO

The paralogous genes Nppa and Nppb are organized in an evolutionarily conserved cluster and provide a valuable model for studying co-regulation and regulatory landscape organization during heart development and disease. Here, we analyzed the chromatin conformation, epigenetic status and enhancer potential of sequences of the Nppa-Nppb cluster in vivo Our data indicate that the regulatory landscape of the cluster is present within a 60-kb domain centered around Nppb Both promoters and several potential regulatory elements interact with each other in a similar manner in different tissues and developmental stages. The distribution of H3K27ac and the association of Pol2 across the locus changed during cardiac hypertrophy, revealing their potential involvement in stress-mediated gene regulation. Functional analysis of double-reporter transgenic mice revealed that Nppa and Nppb share developmental, but not stress-response, enhancers, responsible for their co-regulation. Moreover, the Nppb promoter was required, but not sufficient, for hypertrophy-induced Nppa expression. In summary, the developmental regulation and stress response of the Nppa-Nppb cluster involve the concerted action of multiple enhancers and epigenetic changes distributed across a structurally rigid regulatory domain.


Assuntos
Coração/embriologia , Família Multigênica , Peptídeo Natriurético Tipo C/metabolismo , Precursores de Proteínas/metabolismo , Receptores do Fator Natriurético Atrial/metabolismo , Estresse Fisiológico/genética , Acetilação , Animais , Fator Natriurético Atrial , Elementos Facilitadores Genéticos , Epigênese Genética , Regulação da Expressão Gênica no Desenvolvimento , Loci Gênicos , Histonas/metabolismo , Lisina/metabolismo , Camundongos , Modelos Biológicos , Peptídeo Natriurético Tipo C/genética , Regiões Promotoras Genéticas , Precursores de Proteínas/genética , RNA Polimerase II/metabolismo , Receptores do Fator Natriurético Atrial/genética
5.
RNA ; 23(5): 811-821, 2017 05.
Artigo em Inglês | MEDLINE | ID: mdl-28202710

RESUMO

Since numerous miRNAs have been shown to be present in circulation, these so-called circulating miRNAs have emerged as potential biomarkers for disease. However, results of qPCR studies on circulating miRNA biomarkers vary greatly and many experiments cannot be reproduced. Missing data in qPCR experiments often occur due to off-target amplification, nonanalyzable qPCR curves and discordance between replicates. The low concentration of most miRNAs leads to most, but not all missing data. Therefore, failure to distinguish between missing data due to a low concentration and missing data due to randomly occurring technical errors partly explains the variation within and between otherwise similar studies. Based on qPCR kinetics, an analysis pipeline was developed to distinguish missing data due to technical errors from missing data due to a low concentration of the miRNA-equivalent cDNA in the PCR reaction. Furthermore, this pipeline incorporates a method to statistically decide whether concentrations from replicates are sufficiently concordant, which improves stability of results and avoids unnecessary data loss. By going through the pipeline's steps, the result of each measurement is categorized as "valid, invalid, or undetectable." Together with a set of imputation rules, the pipeline leads to more robust and reproducible data as was confirmed experimentally. Using two validation approaches, in two cohorts totaling 2214 heart failure patients, we showed that this pipeline increases both the accuracy and precision of qPCR measurements. In conclusion, this statistical data handling pipeline improves the performance of qPCR studies on low-expressed targets such as circulating miRNAs.


Assuntos
MicroRNAs/sangue , Reação em Cadeia da Polimerase em Tempo Real/métodos , Biomarcadores/sangue , Interpretação Estatística de Dados , Humanos , Reprodutibilidade dos Testes , Software
6.
Clin Chem ; 64(9): 1308-1318, 2018 09.
Artigo em Inglês | MEDLINE | ID: mdl-29903876

RESUMO

BACKGROUND: In the past decade, the search for circulating microRNA (miRNA) biomarkers has yielded numerous associations between miRNAs and different types of disease. However, many of these relations could not be replicated in subsequent studies under similar experimental conditions. Although this lack of replicability may be explained by the variation in experimental design and analysis methods, guidelines on the most appropriate design and analysis methods to study circulating miRNAs are scarce. CONTENT: miRNA biomarker experiments generally consist of a discovery phase and a validation phase. In the discovery phase, typically hundreds of miRNAs are measured in parallel to identify candidate biomarkers. Because of the costs of such high-throughput experiments, the number of individuals included in those studies is often too small, which can easily lead to false positives and false negatives. In the validation phase, a small number of identified biomarker candidates are measured in a large cohort of cases and controls, generally by quantitative PCR (qPCR). Although qPCR is a sensitive method to measure miRNAs in the circulation, experimental design and qPCR data analysis remain challenging. Omitting some crucial steps in the design and analysis of the qPCR experiment or performing them incorrectly can cause serious biases, ultimately leading to false conclusions. SUMMARY: In this review, we aim to expose and discuss the most common sources of interstudy variation in miRNA research from a methodological point of view and to provide guidelines on how to perform these steps correctly to increase replicability of studies on circulating miRNAs.


Assuntos
Guias como Assunto , MicroRNAs/sangue , Reação em Cadeia da Polimerase/métodos , Biomarcadores/sangue , Ensaios de Triagem em Larga Escala , Humanos , Reprodutibilidade dos Testes , Tamanho da Amostra
7.
Hepatology ; 65(1): 281-293, 2017 01.
Artigo em Inglês | MEDLINE | ID: mdl-27641632

RESUMO

Glutamine synthetase (GS) catalyzes condensation of ammonia with glutamate to glutamine. Glutamine serves, with alanine, as a major nontoxic interorgan ammonia carrier. Elimination of hepatic GS expression in mice causes only mild hyperammonemia and hypoglutaminemia but a pronounced decrease in the whole-body muscle-to-fat ratio with increased myostatin expression in muscle. Using GS-knockout/liver and control mice and stepwise increments of enterally infused ammonia, we show that ∼35% of this ammonia is detoxified by hepatic GS and ∼35% by urea-cycle enzymes, while ∼30% is not cleared by the liver, independent of portal ammonia concentrations ≤2 mmol/L. Using both genetic (GS-knockout/liver and GS-knockout/muscle) and pharmacological (methionine sulfoximine and dexamethasone) approaches to modulate GS activity, we further show that detoxification of stepwise increments of intravenously (jugular vein) infused ammonia is almost totally dependent on GS activity. Maximal ammonia-detoxifying capacity through either the enteral or the intravenous route is ∼160 µmol/hour in control mice. Using stable isotopes, we show that disposal of glutamine-bound ammonia to urea (through mitochondrial glutaminase and carbamoylphosphate synthetase) depends on the rate of glutamine synthesis and increases from ∼7% in methionine sulfoximine-treated mice to ∼500% in dexamethasone-treated mice (control mice, 100%), without difference in total urea synthesis. CONCLUSIONS: Hepatic GS contributes to both enteral and systemic ammonia detoxification. Glutamine synthesis in the periphery (including that in pericentral hepatocytes) and glutamine catabolism in (periportal) hepatocytes represents the high-affinity ammonia-detoxifying system of the body. The dependence of glutamine-bound ammonia disposal to urea on the rate of glutamine synthesis suggests that enhancing peripheral glutamine synthesis is a promising strategy to treat hyperammonemia. Because total urea synthesis does not depend on glutamine synthesis, we hypothesize that glutamate dehydrogenase complements mitochondrial ammonia production. (Hepatology 2017;65:281-293).


Assuntos
Amônia/metabolismo , Glutamato-Amônia Ligase/fisiologia , Animais , Bicarbonatos/metabolismo , Glutamina/metabolismo , Inativação Metabólica , Fígado/metabolismo , Camundongos
8.
Arterioscler Thromb Vasc Biol ; 37(9): e116-e130, 2017 09.
Artigo em Inglês | MEDLINE | ID: mdl-28705792

RESUMO

OBJECTIVE: Fstl1 (Follistatin-like 1) is a secreted protein that is expressed in the atrioventricular valves throughout embryonic development, postnatal maturation, and adulthood. In this study, we investigated the loss of Fstl1 in the endocardium/endothelium and their derived cells. APPROACH AND RESULTS: We conditionally ablated Fstl1 from the endocardial lineage using a transgenic Tie2-Cre mouse model. These mice showed a sustained Bmp and Tgfß signaling after birth. This resulted in ongoing proliferation and endocardial-to-mesenchymal transition and ultimately in deformed nonfunctional mitral valves and a hypertrophic dilated heart. Echocardiographic and electrocardiographic analyses revealed that loss of Fstl1 leads to mitral regurgitation and left ventricular diastolic dysfunction. Cardiac function gradually deteriorated resulting in heart failure with preserved ejection fraction and death of the mice between 2 and 4 weeks after birth. CONCLUSIONS: We report on a mouse model in which deletion of Fstl1 from the endocardial/endothelial lineage results in deformed mitral valves, which cause regurgitation, heart failure, and early cardiac death. The findings provide a potential molecular target for the clinical research into myxomatous mitral valve disease.


Assuntos
Linhagem da Célula , Endocárdio/metabolismo , Células Endoteliais/metabolismo , Proteínas Relacionadas à Folistatina/deficiência , Insuficiência Cardíaca/metabolismo , Insuficiência da Valva Mitral/metabolismo , Prolapso da Valva Mitral/metabolismo , Valva Mitral/metabolismo , Disfunção Ventricular Esquerda/metabolismo , Animais , Proteínas Morfogenéticas Ósseas/metabolismo , Proliferação de Células , Modelos Animais de Doenças , Progressão da Doença , Endocárdio/patologia , Células Endoteliais/patologia , Transição Epitelial-Mesenquimal , Proteínas Relacionadas à Folistatina/genética , Predisposição Genética para Doença , Sistema de Condução Cardíaco/metabolismo , Sistema de Condução Cardíaco/fisiopatologia , Insuficiência Cardíaca/genética , Insuficiência Cardíaca/patologia , Insuficiência Cardíaca/fisiopatologia , Integrases/genética , Camundongos Knockout , Valva Mitral/patologia , Valva Mitral/fisiopatologia , Insuficiência da Valva Mitral/genética , Insuficiência da Valva Mitral/patologia , Insuficiência da Valva Mitral/fisiopatologia , Prolapso da Valva Mitral/genética , Prolapso da Valva Mitral/patologia , Prolapso da Valva Mitral/fisiopatologia , Fenótipo , Receptor TIE-2/genética , Transdução de Sinais , Fatores de Tempo , Fatores de Transcrição/metabolismo , Fator de Crescimento Transformador beta/metabolismo , Disfunção Ventricular Esquerda/genética , Disfunção Ventricular Esquerda/patologia , Disfunção Ventricular Esquerda/fisiopatologia , Função Ventricular Esquerda , Remodelação Ventricular
9.
Nucleic Acids Res ; 44(5): e42, 2016 Mar 18.
Artigo em Inglês | MEDLINE | ID: mdl-26531828

RESUMO

Regulatory DNA elements, short genomic segments that regulate gene expression, have been implicated in developmental disorders and human disease. Despite this clinical urgency, only a small fraction of the regulatory DNA repertoire has been confirmed through reporter gene assays. The overall success rate of functional validation of candidate regulatory elements is low. Moreover, the number and diversity of datasets from which putative regulatory elements can be identified is large and rapidly increasing. We generated a flexible and user-friendly tool to integrate the information from different types of genomic datasets, e.g. ATAC-seq, ChIP-seq, conservation, aiming to increase the ease and success rate of functional prediction. To this end, we developed the EMERGE program that merges all datasets that the user considers informative and uses a logistic regression framework, based on validated functional elements, to set optimal weights to these datasets. ROC curve analysis shows that a combination of datasets leads to improved prediction of tissue-specific enhancers in human, mouse and Drosophila genomes. Functional assays based on this prediction can be expected to have substantially higher success rates. The resulting integrated signal for prediction of functional elements can be plotted in a build-in genome browser or exported for further analysis.


Assuntos
Mapeamento Cromossômico/métodos , Drosophila melanogaster/genética , Elementos Facilitadores Genéticos , Genoma , Software , Animais , Conjuntos de Dados como Assunto , Humanos , Modelos Logísticos , Camundongos , Curva ROC
10.
Int J Legal Med ; 131(4): 1165-1177, 2017 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-28233101

RESUMO

Literature on luminescent properties of thermally altered human remains is scarce and contradictory. Therefore, the luminescence of heated bone was systemically reinvestigated. A heating experiment was conducted on fresh human bone, in two different media, and cremated human remains were recovered from a modern crematory. Luminescence was excited with light sources within the range of 350 to 560 nm. The excitation light was filtered out by using different long pass filters, and the luminescence was analysed by means of a scoring method. The results show that temperature, duration and surrounding medium determine the observed emission intensity and bandwidth. It is concluded that the luminescent characteristic of bone can be useful for identifying thermally altered human remains in a difficult context as well as yield information on the perimortem and postmortem events.


Assuntos
Ossos do Braço/patologia , Cremação , Luminescência , Idoso , Restos Mortais , Feminino , Antropologia Forense , Temperatura Alta , Humanos , Luz , Masculino
11.
Int J Legal Med ; 131(4): 1155-1163, 2017 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-28185072

RESUMO

Almost all European countries lack contemporary skeletal collections for the development and validation of forensic anthropological methods. Furthermore, legal, ethical and practical considerations hinder the development of skeletal collections. A virtual skeletal database derived from clinical computed tomography (CT) scans provides a potential solution. However, clinical CT scans are typically generated with varying settings. This study investigates the effects of image segmentation and varying imaging conditions on the precision of virtual modelled pelves. An adult human cadaver was scanned using varying imaging conditions, such as scanner type and standard patient scanning protocol, slice thickness and exposure level. The pelvis was segmented from the various CT images resulting in virtually modelled pelves. The precision of the virtual modelling was determined per polygon mesh point. The fraction of mesh points resulting in point-to-point distance variations of 2 mm or less (95% confidence interval (CI)) was reported. Colour mapping was used to visualise modelling variability. At almost all (>97%) locations across the pelvis, the point-to-point distance variation is less than 2 mm (CI = 95%). In >91% of the locations, the point-to-point distance variation was less than 1 mm (CI = 95%). This indicates that the geometric variability of the virtual pelvis as a result of segmentation and imaging conditions rarely exceeds the generally accepted linear error of 2 mm. Colour mapping shows that areas with large variability are predominantly joint surfaces. Therefore, results indicate that segmented bone elements from patient-derived CT scans are a sufficiently precise source for creating a virtual skeletal database.


Assuntos
Simulação por Computador , Ossos Pélvicos/diagnóstico por imagem , Antropologia Forense , Humanos , Imageamento Tridimensional , Variações Dependentes do Observador , Tomografia Computadorizada por Raios X
12.
Clin Anat ; 30(6): 799-804, 2017 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-28514529

RESUMO

The aim of this study was to determine whether effects of repetitive freeze-thaw cycles, with various thawing temperatures, on human muscle tissue can be quantified using postmortem computed tomography (PMCT) technology. An additional objective was to determine the preferred thawing temperature for muscle tissue in this study. Human cadaver upper extremities were divided into two different thawing temperature groups and underwent a series of four freeze-thaw cycles in total. Axial CT scans were performed after each cycle. CT attenuation (in Hounsfield units, HU) was measured in four muscles of the upper extremities. HU values changed significantly with the introduction of each subsequent freeze-thaw cycle. Moreover, the changes in HU values were different for each thawing group. There was a significant increase of HU values in both groups between t0 and t1 . Unfrozen tissue showed large variation of HU values in all samples. It was possible to distinguish between samples thawed at different thawing temperatures based on their respective HU values. It is advisable to keep the number of freeze-thaw cycles to just one, if the human cadaveric tissue is to be used for educational purposes. The preferred thawing temperature in this study is 2°C. Clin. Anat. 30:799-804, 2017. © 2017Wiley Periodicals, Inc.


Assuntos
Temperatura Baixa , Criopreservação , Congelamento , Músculo Esquelético/diagnóstico por imagem , Músculo Esquelético/patologia , Idoso , Idoso de 80 Anos ou mais , Cadáver , Feminino , Humanos , Masculino , Mudanças Depois da Morte , Tomografia Computadorizada por Raios X , Extremidade Superior
13.
BMC Bioinformatics ; 16: 197, 2015 Jun 20.
Artigo em Inglês | MEDLINE | ID: mdl-26087842

RESUMO

BACKGROUND: The universal qPCR data exchange file format RDML is today well accepted by the scientific community, part of the MIQE guidelines and implemented in many qPCR instruments. With the increased use of RDML new challenges emerge. The flexibility of the RDML format resulted in some implementations that did not meet the expectations of the consortium in the level of support or the use of elements. RESULTS: In the current RDML version 1.2 the description of the elements was sharpened. The open source editor RDML-Ninja was released (http://sourceforge.net/projects/qpcr-ninja/). RDML-Ninja allows to visualize, edit and validate RDML files and thus clarifies the use of RDML elements. Furthermore RDML-Ninja serves as reference implementation for RDML and enables migration between RDML versions independent of the instrument software. The database RDMLdb will serve as an online repository for RDML files and facilitate the exchange of RDML data (http://www.rdmldb.org). Authors can upload their RDML files and reference them in publications by the unique identifier provided by RDMLdb. The MIQE guidelines propose a rich set of information required to document each qPCR run. RDML provides the vehicle to store and maintain this information and current development aims at further integration of MIQE requirements into the RDML format. CONCLUSIONS: The editor RDML-Ninja and the database RDMLdb enable scientists to evaluate and exchange qPCR data in the instrument-independent RDML format. We are confident that this infrastructure will build the foundation for standardized qPCR data exchange among scientists, research groups, and during publication.


Assuntos
Redes de Comunicação de Computadores/normas , Bases de Dados Factuais , Reação em Cadeia da Polimerase/métodos , Software , Humanos
14.
Development ; 138(1): 159-67, 2011 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-21138978

RESUMO

Interpretation of the results of anatomical and embryological studies relies heavily on proper visualization of complex morphogenetic processes and patterns of gene expression in a three-dimensional (3D) context. However, reconstruction of complete 3D datasets is time consuming and often researchers study only a few sections. To help in understanding the resulting 2D data we developed a program (TRACTS) that places such arbitrary histological sections into a high-resolution 3D model of the developing heart. The program places sections correctly, robustly and as precisely as the best of the fits achieved by five morphology experts. Dissemination of 3D data is severely hampered by the 2D medium of print publication. Many insights gained from studying the 3D object are very hard to convey using 2D images and are consequently lost or cannot be verified independently. It is possible to embed 3D objects into a pdf document, which is a format widely used for the distribution of scientific papers. Using the freeware program Adobe Reader to interact with these 3D objects is reasonably straightforward; creating such objects is not. We have developed a protocol that describes, step by step, how 3D objects can be embedded into a pdf document. Both the use of TRACTS and the inclusion of 3D objects in pdf documents can help in the interpretation of 2D and 3D data, and will thus optimize communication on morphological issues in developmental biology.


Assuntos
Processamento de Imagem Assistida por Computador/métodos , Imageamento Tridimensional/métodos , Animais , Bases de Dados Factuais , Humanos , Software
15.
Methods ; 59(1): 32-46, 2013 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-22975077

RESUMO

RNA transcripts such as mRNA or microRNA are frequently used as biomarkers to determine disease state or response to therapy. Reverse transcription (RT) in combination with quantitative PCR (qPCR) has become the method of choice to quantify small amounts of such RNA molecules. In parallel with the democratization of RT-qPCR and its increasing use in biomedical research or biomarker discovery, we witnessed a growth in the number of gene expression data analysis methods. Most of these methods are based on the principle that the position of the amplification curve with respect to the cycle-axis is a measure for the initial target quantity: the later the curve, the lower the target quantity. However, most methods differ in the mathematical algorithms used to determine this position, as well as in the way the efficiency of the PCR reaction (the fold increase of product per cycle) is determined and applied in the calculations. Moreover, there is dispute about whether the PCR efficiency is constant or continuously decreasing. Together this has lead to the development of different methods to analyze amplification curves. In published comparisons of these methods, available algorithms were typically applied in a restricted or outdated way, which does not do them justice. Therefore, we aimed at development of a framework for robust and unbiased assessment of curve analysis performance whereby various publicly available curve analysis methods were thoroughly compared using a previously published large clinical data set (Vermeulen et al., 2009) [11]. The original developers of these methods applied their algorithms and are co-author on this study. We assessed the curve analysis methods' impact on transcriptional biomarker identification in terms of expression level, statistical significance, and patient-classification accuracy. The concentration series per gene, together with data sets from unpublished technical performance experiments, were analyzed in order to assess the algorithms' precision, bias, and resolution. While large differences exist between methods when considering the technical performance experiments, most methods perform relatively well on the biomarker data. The data and the analysis results per method are made available to serve as benchmark for further development and evaluation of qPCR curve analysis methods (http://qPCRDataMethods.hfrc.nl).


Assuntos
Biomarcadores Tumorais/genética , Perfilação da Expressão Gênica/normas , Reação em Cadeia da Polimerase em Tempo Real/normas , Área Sob a Curva , Viés , Biomarcadores Tumorais/metabolismo , Criança , Expressão Gênica , Humanos , Cinética , Neuroblastoma/genética , Neuroblastoma/metabolismo , Curva ROC , Padrões de Referência
16.
Dev Biol ; 368(2): 203-13, 2012 Aug 15.
Artigo em Inglês | MEDLINE | ID: mdl-22617458

RESUMO

Analysis of experiments aimed at understanding the genetic mechanisms of differentiation and growth of the heart, calls for detailed insights into cardiac growth and proliferation rate of myocytes and their precursors. Such insights in mouse heart development are currently lacking. We quantitatively assessed the 3D patterns of proliferation in the forming mouse heart and in the adjacent splanchnic mesoderm, from the onset of heart formation till the developed heart at late gestation. These results are presented in an interactive portable document format (Suppl. PDF) to facilitate communication and understanding. We show that the mouse splanchnic mesoderm is highly proliferative, and that the proliferation rate drops upon recruitment of cells into the cardiac lineage. Concomitantly, the proliferation rate locally increases at the sites of chamber formation, generating a regionalized proliferation pattern. Quantitative analysis shows a gradual decrease in proliferation rate of the ventricular walls with progression of development, and a base-to-top decline in proliferation rate in the trabecules. Our data offers clear insights into the growth and morphogenesis of the mouse heart and shows that in early development the phases of tube formation and chamber formation overlap. The resulting interactive quantitative 3D atlas of cardiac growth and morphogenesis provides a resource for interpretation of mechanistic studies.


Assuntos
Coração/embriologia , Processamento de Imagem Assistida por Computador/métodos , Imageamento Tridimensional/métodos , Organogênese , Animais , Proliferação de Células , Embrião de Mamíferos/citologia , Embrião de Mamíferos/embriologia , Imuno-Histoquímica , Mesoderma/citologia , Mesoderma/embriologia , Camundongos , Fatores de Tempo
17.
Mol Oncol ; 17(5): 713-717, 2023 05.
Artigo em Inglês | MEDLINE | ID: mdl-36916500

RESUMO

Accuracy and transparency of scientific data are becoming more and more relevant with the increasing concern regarding the evaluation of data reproducibility in many research areas. This concern is also true for quantifying coding and noncoding RNAs, with the remarkable increase in publications reporting RNA profiling and sequencing studies. To address the problem, we propose the following recommendations: (a) accurate documentation of experimental procedures in Materials and methods (and not only in the supplementary information, as many journals have a strict mandate for making Materials and methods as visible as possible in the main text); (b) submission of RT-qPCR raw data for all experiments reported; and (c) adoption of a unified, simple format for submitted RT-qPCR raw data. The Real-time PCR Data Essential Spreadsheet Format (RDES) was created for this purpose.


Assuntos
RNA , Humanos , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Reprodutibilidade dos Testes , Reação em Cadeia da Polimerase em Tempo Real/métodos
18.
J Biol Chem ; 285(13): 9516-9524, 2010 Mar 26.
Artigo em Inglês | MEDLINE | ID: mdl-20064933

RESUMO

The main endogenous source of glutamine is de novo synthesis in striated muscle via the enzyme glutamine synthetase (GS). The mice in which GS is selectively but completely eliminated from striated muscle with the Cre-loxP strategy (GS-KO/M mice) are, nevertheless, healthy and fertile. Compared with controls, the circulating concentration and net production of glutamine across the hindquarter were not different in fed GS-KO/M mice. Only a approximately 3-fold higher escape of ammonia revealed the absence of GS in muscle. However, after 20 h of fasting, GS-KO/M mice were not able to mount the approximately 4-fold increase in glutamine production across the hindquarter that was observed in control mice. Instead, muscle ammonia production was approximately 5-fold higher than in control mice. The fasting-induced metabolic changes were transient and had returned to fed levels at 36 h of fasting. Glucose consumption and lactate and ketone-body production were similar in GS-KO/M and control mice. Challenging GS-KO/M and control mice with intravenous ammonia in stepwise increments revealed that normal muscle can detoxify approximately 2.5 micromol ammonia/g muscle.h in a muscle GS-dependent manner, with simultaneous accumulation of urea, whereas GS-KO/M mice responded with accumulation of glutamine and other amino acids but not urea. These findings demonstrate that GS in muscle is dispensable in fed mice but plays a key role in mounting the adaptive response to fasting by transiently facilitating the production of glutamine. Furthermore, muscle GS contributes to ammonia detoxification and urea synthesis. These functions are apparently not vital as long as other organs function normally.


Assuntos
Amônia/química , Glutamato-Amônia Ligase/metabolismo , Glutamina/metabolismo , Músculos/enzimologia , Alelos , Amônia/toxicidade , Animais , Feminino , Privação de Alimentos , Genótipo , Masculino , Camundongos , Camundongos Transgênicos , Músculo Esquelético/enzimologia , Fatores Sexuais , Ureia/química
19.
J Clin Invest ; 118(7): 2552-61, 2008 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-18551196

RESUMO

Type 2 congenital long QT syndrome (LQT-2) is linked to mutations in the human ether a-go-go-related gene (HERG) and is characterized by rate-corrected QT interval (QTc) prolongation, ventricular arrhythmias, syncope, and sudden death. Recognized triggers of these cardiac events include emotional and acoustic stimuli. Here we investigated the repeated occurrence of fever-induced polymorphic ventricular tachycardia and ventricular fibrillation in 2 LQT-2 patients with A558P missense mutation in HERG. ECG analysis showed increased QTc with fever in both patients. WT, A558P, and WT+A558P HERG were expressed heterologously in HEK293 cells and were studied using biochemical and electrophysiological techniques. A558P proteins showed a trafficking-deficient phenotype. WT+A558P coexpression caused a dominant-negative effect, selectively accelerated the rate of channel inactivation, and reduced the temperature-dependent increase in the WT current. Thus, the WT+A558P current did not increase to the same extent as the WT current, leading to larger current density differences at higher temperatures. A similar temperature-dependent phenotype was seen for coexpression of the trafficking-deficient LQT-2 F640V mutation. We postulate that the weak increase in the HERG current density in WT-mutant coassembled channels contributes to the development of QTc prolongation and arrhythmias at febrile temperatures and suggest that fever is a potential trigger of life-threatening arrhythmias in LQT-2 patients.


Assuntos
Arritmias Cardíacas/fisiopatologia , Canais de Potássio Éter-A-Go-Go/genética , Febre/complicações , Síndrome do QT Longo/fisiopatologia , Adulto , Idoso , Arritmias Cardíacas/etiologia , Temperatura Corporal , Linhagem Celular , Canal de Potássio ERG1 , Eletrocardiografia , Eletrofisiologia , Canais de Potássio Éter-A-Go-Go/metabolismo , Heterozigoto , Humanos , Ativação do Canal Iônico/fisiologia , Síndrome do QT Longo/etiologia , Síndrome do QT Longo/genética , Masculino , Mutação de Sentido Incorreto , Transporte Proteico , Síndrome de Romano-Ward/diagnóstico , Síndrome de Romano-Ward/fisiopatologia , Temperatura , Transfecção
20.
Circ Res ; 105(5): 431-41, 2009 Aug 28.
Artigo em Inglês | MEDLINE | ID: mdl-19628790

RESUMO

RATIONALE: The epicardium contributes to the majority of nonmyocardial cells in the adult heart. Recent studies have reported that the epicardium is derived from Nkx2.5-positive progenitors and can differentiate into cardiomyocytes. Not much is known about the relation between the myocardial and epicardial lineage during development, whereas insights into these embryonic mechanisms could facilitate the design of future regenerative strategies. OBJECTIVE: Acquiring insight into the signaling pathways involved in the lineage separation leading to the differentiation of myocardial and (pro)epicardial cells at the inflow of the developing heart. METHODS AND RESULTS: We made 3D reconstructions of Tbx18 gene expression patterns to give insight into the developing epicardium in relation to the developing myocardium. Next, using DiI tracing, we show that the (pro)epicardium separates from the same precursor pool as the inflow myocardium. In vitro, we show that this lineage separation is regulated by a crosstalk between bone morphogenetic protein (BMP) signaling and fibroblast growth factor (FGF) signaling. BMP signaling via Smad drives differentiation toward the myocardial lineage, which is inhibited by FGF signaling via mitogen-activated protein kinase kinase (Mek)1/2. Embryos exposed to recombinant FGF2 in vivo show enhanced epicardium formation, whereas a misbalance between FGF and BMP by Mek1/2 inhibition and BMP stimulation causes a developmental arrest of the epicardium and enhances myocardium formation at the inflow of the heart. CONCLUSION: Our data show that FGF signaling via Mek1/2 is dominant over BMP signaling via Smad and is required to separate the epicardial lineage from precardiac mesoderm. Consequently, myocardial differentiation requires BMP signaling via Smad and inhibition of FGF signaling at the level of Mek1/2. These findings are of clinical interest for the development of regeneration-based therapies for heart disease.


Assuntos
Proteínas Morfogenéticas Ósseas/metabolismo , Linhagem da Célula , Fatores de Crescimento de Fibroblastos/metabolismo , Coração/embriologia , Miocárdio/metabolismo , Pericárdio/embriologia , Pericárdio/metabolismo , Transdução de Sinais , Animais , Apoptose , Proteína Morfogenética Óssea 2/metabolismo , Butadienos/farmacologia , Carbocianinas , Diferenciação Celular , Linhagem Celular , Linhagem da Célula/efeitos dos fármacos , Linhagem da Célula/genética , Proliferação de Células , Embrião de Galinha , MAP Quinases Reguladas por Sinal Extracelular/metabolismo , Fator 2 de Crescimento de Fibroblastos/metabolismo , Corantes Fluorescentes , Regulação da Expressão Gênica no Desenvolvimento , Coração/efeitos dos fármacos , Processamento de Imagem Assistida por Computador , Imageamento Tridimensional , MAP Quinase Quinase 1/antagonistas & inibidores , MAP Quinase Quinase 1/metabolismo , MAP Quinase Quinase 2/antagonistas & inibidores , MAP Quinase Quinase 2/metabolismo , Microscopia de Fluorescência , Nitrilas/farmacologia , Pericárdio/efeitos dos fármacos , Fenótipo , Fosforilação , Inibidores de Proteínas Quinases/farmacologia , Ratos , Proteínas Recombinantes/metabolismo , Transdução de Sinais/efeitos dos fármacos , Transdução de Sinais/genética , Proteínas Smad/metabolismo , Proteínas com Domínio T/genética
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