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Updated: Jan 23, 2026

Author Spotlight: Quantification of Complex Lipidomic Samples Using Stable Isotope Labeling
Published on: August 23, 2024
Modeling framework for isotopic labeling of heteronuclear moieties
Mark I Borkum1, Patrick N Reardon1, Ronald C Taylor2
1Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, 3335 Innovation Boulevard, Richland, WA 99354 USA.
This study expands isotopic labeling analysis to complex biochemical reaction networks. The new framework enables tracking isotopes in heteronuclear moieties and multiple isotopes per element, advancing metabolic research.
Area of Science:
- Biochemistry
- Analytical Chemistry
- Systems Biology
Background:
- Isotopic labeling is a key technique for tracing isotopes in reaction networks.
- Current methods are limited to homonuclear moieties and single isotopes per element.
Purpose of the Study:
- To generalize the isotopic labeling modeling framework.
- To accommodate heteronuclear moieties and multiple isotopes per element.
Main Methods:
- Reformulation of the existing isotopic labeling modeling framework.
- Development of a generalized approach for complex reaction networks.
Main Results:
- The generalized framework supports arbitrarily large, heteronuclear moieties.
- It accommodates multiple isotopic tracer elements and isotopes per element.
- The model handles arbitrary numbers of additional neutrons for isotope distinction.
Conclusions:
- Enables simulation of isotopic labeling states in any biochemical reaction network.
- Significantly broadens the applicability of isotopic labeling techniques.
- Facilitates advanced metabolic pathway and network analysis.
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