Evidence map›Paper›PMID 41898578›Full record

ArticleInternational journal of molecular sciences2026

Implementation and Validation of a Limiting Component Quantification Method for qPCR.

Andreas Untergasser, Quinn D Gunst, Vladimir Benes, Maurice J B van den Hoff

Abstract readValidation Study
In one paragraph

Article in International journal of molecular sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Andreas UntergasserZentrum für Molekulare Biologie der Universität Heidelberg, Im Neuenheimer Feld 329, D-69120 Heidelberg, Germany.ORCID 0000-0002-3549-9492
Quinn D GunstDepartment Medical Biology, Amsterdam University Medical Centers, Location AMC, Meibergdreef 15, 110AZ Amsterdam, The Netherlands.
Vladimir BenesEuropean Molecular Biology Laboratory (EMBL), Genomics Core Facility, D-69117 Heidelberg, Germany.ORCID 0000-0002-0352-2547
Maurice J B van den HoffDepartment Medical Biology, Amsterdam University Medical Centers, Location AMC, Meibergdreef 15, 110AZ Amsterdam, The Netherlands.ORCID 0000-0002-3837-8055

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Quantitative polymerase chain reaction (qPCR) is a widespread method to quantify RNA or DNA. The results are reported as cycle of quantification (Cq), scaled to absolute numbers of copies or relative to reference genes. The reported Cq values of the same reaction vary between different machines and cannot be compared between different laboratories. This study shows that the third derivative zero (TD0) method is machine independent and more reproducible than the classic Cq calculations. Together with the mean PCR efficiency it allows the calculation of the number of copies initially present (Ncopy), a parameter easy to interpret. A large dataset was created for the evaluation of this method including amplicons with different length, primer concentrations, reaction mixes, and fluorescence reporter systems. Furthermore, the calculated Ncopy values can be corrected at the same time using known concentrations of a standard and for the expression of reference genes and combining absolute and relative quantification. The algorithms were implemented in the open-source program RDML-Tools, which can perform all steps of a qPCR analysis using the raw fluorescence amplification data and is available on the internet. We conclude that qPCR analysis today should widen its focus and include the three essential parameters, TD0, mean PCR efficiency and Ncopy.

Indexed as

Real-Time Polymerase Chain ReactionAlgorithmsDNAReproducibility of ResultsRNASoftwareDNARNAabsolute quantificationEvaGreenhydrolysis probeNcopyoptical calibratorsqPCRRDMLRDML-Toolsrelative quantificationSYBR Green I

Identifiers

PMID41898578
PMCPMC13026326

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.