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Background: The reverse transcription (RT) of RNA to cDNA is a necessary first step for numerous research and molecular diagnostic applications. Although RT efficiency is known to be variable, little attention has been paid to the practical implications of that variability.
Methods: We investigated the reproducibility of the RT step with commercial reverse transcriptases and RNA samples of variable quality and concentration. We quantified several mRNA targets with either singleplex SYBR Green I or dualplex probe-based reverse transcription real-time quantitative PCR (RT-qPCR), with the latter used to calculate the correlation between quantification cycles (Cqs) of mRNA targets amplified in the same real-time quantitative PCR (qPCR) assay.
Results: RT efficiency is enzyme, sample, RNA concentration, and assay dependent and can lead to variable correlation between mRNAs from the same sample. This translates into relative mRNA expression levels that generally vary between 2- and 3-fold, although higher levels are also observed.
Conclusions: Our study demonstrates that the variability of the RT step is sufficiently large to call into question the validity of many published data that rely on quantification of cDNA. Variability can be minimized by choosing an appropriate RTase and high concentrations of RNA and characterizing the variability of individual assays by use of multiple RT replicates.
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http://dx.doi.org/10.1373/clinchem.2014.230615 | DOI Listing |
Biosci Biotechnol Biochem
September 2025
College of Life Sciences, Ritsumeikan University, 1-1-1 Nojihigashi, Kusatsu, Shiga 525-8577, Japan.
Selenium is an essential trace element in many organisms but becomes toxic at elevated concentrations. At moderately increased, non-lethal levels, selenite triggers both selenium utilization and stress responses in microorganisms. However, the thresholds of such responses in archaea remain poorly understood.
View Article and Find Full Text PDFMicrobiol Spectr
September 2025
Laboratoy of Virology, Microbiology Department, Hospital Universitario 12 de Octubre, Madrid, Spain.
Millions of reverse transcription-polymerase chain reaction (RT-PCR) tests have been performed worldwide during the SARS-CoV-2 pandemic, using various protocols. This study evaluates the duration of SARS-CoV-2 RNA detectability by RT-PCR at body temperature and analyzes changes in cycle threshold (Ct) values over time. Positive nasopharyngeal swabs for SARS-CoV-2 RT-PCR ( = 120) with different Ct values were collected from Hospital Universitario 12 de Octubre (Madrid, Spain, 2020).
View Article and Find Full Text PDFFront Genet
August 2025
Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China.
Introduction: Small nucleolar RNA (snoRNA) mediates RNA modifications, including 2'-O-methylation (Nm) and pseudouridine (Ψ), which has been proven to impact tumor progression. However, the role of snoRNA in the epigenetics of tumors remains poorly understood due to the lack of sufficiently effective experimental methods to identify snoRNA targets. Here, we identified SNORD13H, a C/D box snoRNA, as being downregulated in hepatocellular carcinoma (HCC), and its low expression was associated with HCC development.
View Article and Find Full Text PDFBiomed Hub
July 2025
Division of Cardiovascular Research, School of Medicine, University of Dundee, Dundee, UK.
Introduction: Micro-RNAs (miRNAs) participate in different biological processes, including fetal hypoxia. In this work, we aimed to evaluate the existence of a miRNA differential expression profile in maternal blood of pregnancies affected with late-onset fetal growth restriction (LO-FGR).
Methods: In a prospective study, a group of 35 fetuses were evaluated with Doppler ultrasound after 36 weeks.
Oncol Res
September 2025
Division of Biliary Tract Surgery, Department of General Surgery, West China Hospital of Sichuan University, Chengdu, 610041, China.
Objectives: Hepatocellular carcinoma (HCC) is among the most frequently occurring malignant tumors of the digestive tract and is associated with an increased mortality rate worldwide. This study aimed to develop and validate a prognostic model based on immunogenic cell death (ICD)-related genes to predict patient survival and guide individualized treatment strategies for HCC.
Methods: ICD-related genes were identified from the GeneCards database using a relevance score threshold of >10.