Dependence of the amplification factor on the body water deuterium enrichment

Publication date

2026-01

Authors

Sanal, Erdem
Drylewicz, JuliaISNI 0000000357090505
Tesselaar, Kiki
Asquith, Becca
Borghans, José A MISNI 0000000388976122
de Boer, Rob J.ORCID 0000-0002-2130-691XISNI 000000039525534X

Editors

Advisors

Supervisors

Document Type

Article
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License

cc_by

Abstract

Heavy water (D2O) labeling is the state-of-the-art technique to track the dynamics of circulating cells in vivo . D2O labels dividing cells through incorporation of deuterium into newly synthesized DNA, which is measured using GC/MS. The labeling rate depends on (1) the level of body water enrichment, (2) cell kinetics, and (3) an amplification factor quantifying the deoxyribose enrichment relative to the body water enrichment. This amplification factor is typically estimated using a reference population undergoing rapid turnover (such as granulocytes), and is larger than one because deoxyribose contains seven hydrogens that can be replaced by deuterium. In a meta-analysis, we found that individuals differ markedly in this amplification factor. Since the amplification factor also depends on the level of body water enrichment, we use conventional binomial expressions to describe the fractions of deoxyribose incorporating zero, one, two, or more deuterium atoms. We extend this classic binomial model with a new parameter, 0<γ<1, describing the relative contribution of hydrogens from body water during deoxyribose synthesis. While for most studies, our ‘novel Binomial’ model reasonably explains the slope with which the amplification factor declines with the level of body water enrichment, we find that some individual amplification factors differ considerably from their expected values Re-fitting deuterium labeling data of granulocytes with the Binomial model reveals that the actual decrease is steeper than expected. We speculate that this residual variation depends on differences in diet, metabolism, and/or life style, which apparently correlate with daily fluid intake.

Keywords

Amplification factor, Body water enrichment, DNA enrichment, Deuterium labeling, Immune cell dynamics, Mathematical model

Citation

Şanal, E, Drylewicz, J, Tesselaar, K, Asquith, B, Borghans, J A M & de Boer, R J 2026, 'Dependence of the amplification factor on the body water deuterium enrichment', Journal of Immunological Methods, vol. 546, 114010. https://doi.org/10.1016/j.jim.2025.114010