ArticleBMC biotechnology2016
A comparison between quantitative PCR and droplet digital PCR technologies for circulating microRNA quantification in human lung cancer.
Article in BMC biotechnology, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 75 papers.
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Who cites it
75 citing papers in PubMed.
- Circulating MicroRNAs in non-small cell lung cancer: Clinical potential, analytic pitfalls, and barriers to implementation.The journal of liquid biopsy · 2026Review
- Microfluidic platform for nanoliter qPCR of several retinal pigment epithelial (RPE) cells.Journal of micromechanics and microengineering : structures, devices, and systems · 2026Article
- Exosomes as Disease-Informed Nanoplatforms for Pulmonary Fibrosis: From Pathogenic Signaling to Precision Diagnosis and Therapy.Pharmaceutics · 2026Review
- Droplet Digital PCR and Quantitative RT-PCR Comparison for Circulating miR-371a-3p in Malignant Germ Cell Tumors.The Journal of molecular diagnostics : JMD · 2026Article
- Digital PCR Reveals High PvDBP1 but not PvEBP/DBP2 and PvRBP2b Copy Number in Plasmodium vivax From Duffy-Negative Individuals in Central Africa.The Journal of infectious diseases · 2026Article
- Development of a multiplex ddPCR assay for simultaneous absolute quantification of bacterial, fungal, and human DNA.PloS one · 2026Article
- Establishment of a droplet digital PCR detection method for Vp4 gene of PoRV.Frontiers in veterinary science · 2026Article
- Standardization of preclinical methodologies for discovery and validation of circulating microRNA biomarkers for post-traumatic epileptogenesis - Lessons learned from the EpiBioS4Rx Project 1.Epilepsy research · 2025Article
- Analyzing qPCR data: Better practices to facilitate rigor and reproducibility.Biochemistry and biophysics reports · 2025Article
- Extracellular RNAs in Liquid Biopsy: Applications in MASLD and MASH Diagnosis and Monitoring.Diagnostics (Basel, Switzerland) · 2025Review
- A Hybrid Sequential Feature Selection Approach for Identifying New Potential mRNA Biomarkers for Usher Syndrome Using Machine Learning.Biomolecules · 2025Article
- Stability of microRNAs in Canine Serum-A Prerequisite for Use as Biomarkers in Tumour Diagnostics.Veterinary sciences · 2025Article
- Human microRNA miR-197-3p positively regulates HIV-1 virion infectivity through its target DDX52 by stabilizing Vif protein expression.The Journal of biological chemistry · 2025Article
- Targeting microRNAs in diabetic retinopathy: from pathogenic mechanisms to therapeutic potentials.Frontiers in endocrinology · 2025Review
- Digital PCR in Virology: Current Applications and Future Perspectives.Molecular diagnosis & therapy · 2025Review
- Quantifying the Detection Sensitivity and Precision of qPCR and ddPCR Mechanisms for eDNA Samples.Ecology and evolution · 2024Article
- Extracellular RNAs from Whole Urine to Distinguish Prostate Cancer from Benign Prostatic Hyperplasia.International journal of molecular sciences · 2024Article
- Genotype Characterization and MiRNA Expression Profiling in Usher Syndrome Cell Lines.International journal of molecular sciences · 2024Article
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15 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundSelected microRNAs (miRNAs) that are abnormally expressed in the serum of patients with lung cancer have recently been proposed as biomarkers of this disease. The measurement of circulating miRNAs, however, requires a highly reliable quantification method. Quantitative real-time PCR (qPCR) is the most commonly used method, but it lacks reliable endogenous reference miRNAs for normalization of results in biofluids. When used in absolute quantification, it must rely on the use of external calibrators. Droplet digital PCR (ddPCR) is a recently introduced technology that overcomes the normalization issue and may facilitate miRNA measurement. Here we compared the performance of absolute qPCR and ddPCR techniques for quantifying selected miRNAs in the serum.
resultsIn the first experiment, three miRNAs, proposed in the literature as lung cancer biomarkers (miR-21, miR-126 and let-7a), were analyzed in a set of 15 human serum samples. Four independent qPCR and four independent ddPCR amplifications were done on the same samples and used to estimate the precision and correlation of miRNA measurements obtained with the two techniques. The precision of the two methods was evaluated by calculating the Coefficient of Variation (CV) of the four independent measurements obtained with each technique. The CV was similar or smaller in ddPCR than in qPCR for all miRNAs tested, and was significantly smaller for let-7a (p = 0.028). Linear regression analysis of the miRNA values obtained with qPCR and ddPCR showed strong correlation (p < 0.001). To validate the correlation obtained with the two techniques in the first experiment, in a second experiment the same miRNAs were measured in a larger cohort (70 human serum samples) by both qPCR and ddPCR. The correlation of miRNA analyses with the two methods was significant for all three miRNAs. Moreover, in our experiments the ddPCR technique had higher throughput than qPCR, at a similar cost-per-sample.
conclusionsAnalyses of serum miRNAs performed with qPCR and ddPCR were largely concordant. Both qPCR and ddPCR can reliably be used to quantify circulating miRNAs, however, ddPCR revealed similar or greater precision and higher throughput of analysis.
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