TY - JOUR
T1 - Dependence of the amplification factor on the body water deuterium enrichment
AU - Şanal, Erdem
AU - Drylewicz, Julia
AU - Tesselaar, Kiki
AU - Asquith, Becca
AU - Borghans, José A M
AU - de Boer, Rob J
N1 - Publisher Copyright:
© 2025 The Authors.
PY - 2026/1
Y1 - 2026/1
N2 - 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.
AB - 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.
U2 - 10.1016/j.jim.2025.114010
DO - 10.1016/j.jim.2025.114010
M3 - Article
C2 - 41344481
SN - 0022-1759
VL - 546
JO - Journal of Immunological Methods
JF - Journal of Immunological Methods
M1 - 114010
ER -