Evidence map›Paper›PMID 41683547›Full record

ArticleMolecules (Basel, Switzerland)2026

DECAF: Deconvoluted Extracted Ion Chromatogram-Based Quantification of Therapeutic Oligonucleotides.

Piotr Prostko, Youzhong Liu, Michał Aleksander Ciach, Tatsiana Khamiakova, Thomas De Vijlder, Dirk Valkenborg

Abstract read
In one paragraph

Article in Molecules (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

6 authors.

Piotr ProstkoCenter for Statistics, Interuniversity Institute for Biostatistics and Statistical Bioinformatics, Hasselt University, Agoralaan, BE 3500 Diepenbeek, Belgium.ORCID 0000-0002-1768-9495
Youzhong LiuTherapeutics Development & Supply, Johnson & Johnson Innovative Medicine, Turnhoutseweg 30, BE 2340 Beerse, Belgium.ORCID 0000-0002-1449-3841
Michał Aleksander CiachCenter for Statistics, Interuniversity Institute for Biostatistics and Statistical Bioinformatics, Hasselt University, Agoralaan, BE 3500 Diepenbeek, Belgium.ORCID 0000-0003-4961-7071
Tatsiana KhamiakovaManufacturing and Applied Statistics, Johnson & Johnson Innovative Medicine, Turnhoutseweg 30, BE 2340 Beerse, Belgium.
Thomas De VijlderTherapeutics Development & Supply, Johnson & Johnson Innovative Medicine, Turnhoutseweg 30, BE 2340 Beerse, Belgium.ORCID 0000-0002-8692-425X
Dirk ValkenborgCenter for Statistics, Interuniversity Institute for Biostatistics and Statistical Bioinformatics, Hasselt University, Agoralaan, BE 3500 Diepenbeek, Belgium.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Accurate quantification in LC-MS experiments becomes challenging when analytes overlap both chromatographically and in mass spectra, as conventional extracted ion chromatogram-based methods can yield biased results by double-counting shared isotope signals. This limitation is particularly relevant for oligonucleotides, where degradation products and synthetic impurities frequently co-elute with the intended full-length product, complicating relative quantification. To address this, we developed DECAF, a straightforward and computationally efficient procedure for deconvoluting overlapping isotope patterns directly from MS1 data. The method models experimental isotope distributions as mixtures of theoretical templates across retention time, generating deconvoluted ion chromatograms whose peak areas accurately reflect the contributions of individual components. We demonstrate the utility of DECAF on two pharmaceutically relevant oligonucleotide mixture datasets, where it reliably estimated mixing proportions and enabled visualisation of component-specific elution profiles. Analysis of a typical sample required one to two minutes, underscoring the method's practical efficiency. DECAF provides a transparent and accessible alternative to existing commercial software, with promising applications in pharmaceutical analysis and quality control.

Indexed as

OligonucleotidesSoftwareChromatography, LiquidLiquid Chromatography-Mass SpectrometryOligonucleotidesdeconvolutionmass spectrometrymixture decompositionoligonucleotidespharmaceutical developmentquantification

Identifiers

PMID41683547
PMCPMC12899511

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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.