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DECAF: Deconvoluted Extracted Ion Chromatogram-Based Quantification of Therapeutic Oligonucleotides
Piotr Prostko1,2, Youzhong Liu3, Michał Aleksander Ciach1,2,4
1Center for Statistics, Interuniversity Institute for Biostatistics and Statistical Bioinformatics, Hasselt University, Agoralaan, BE 3500 Diepenbeek, Belgium.
DECAF accurately quantifies overlapping signals in mass spectrometry (MS) data, overcoming limitations in oligonucleotide analysis. This method improves the reliability of results for pharmaceutical quality control.
Area of Science:
- Analytical Chemistry
- Mass Spectrometry
- Biochemistry
Background:
- Quantification in LC-MS is hindered by co-eluting analytes with overlapping isotope patterns.
- Conventional methods can lead to biased results due to double-counting shared signals, especially for oligonucleotides.
- Degradation products and impurities complicate relative quantification of oligonucleotide therapeutics.
Purpose of the Study:
- To develop a method for deconvoluting overlapping isotope patterns in MS1 data.
- To enable accurate quantification of individual components in complex mixtures.
- To provide a transparent and efficient alternative to existing quantification software.
Main Methods:
- Developed DECAF, a procedure for deconvoluting overlapping isotope patterns from MS1 data.
- Modeled experimental isotope distributions as mixtures of theoretical templates across retention time.
- Generated deconvoluted ion chromatograms to reflect individual component contributions.
Main Results:
- DECAF reliably estimated mixing proportions in two oligonucleotide mixture datasets.
- Enabled visualization of component-specific elution profiles.
- Analysis of a typical sample was completed in 1-2 minutes, demonstrating computational efficiency.
Conclusions:
- DECAF accurately quantifies components in mixtures with overlapping isotope patterns.
- The method offers a practical and efficient solution for pharmaceutical analysis and quality control.
- DECAF provides a transparent and accessible alternative to commercial deconvolution software.
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