Abstract

13C Metabolic Flux Analysis (13C-MFA) is a powerful tool for quantification of carbon flux distribution in metabolic pathways. However, the requirement to obtain accurate labeling patterns, especially for compounds with low abundance, poses a challenge. Chromatographic separation and high sensitivity of the modern mass spectrometers (MS) alleviate this problem to a certain extent. However, the presence of derivatives such as in-source fragments, multimer ion adducts, and multiply charged ions result in reduced intensity of the molecular ion. While multimer ion adducts have been reported in the field of metabolomics, their presence is considered undesirable in quantitative studies. Here, we demonstrate a novel application of dimer ion adducts in calculating the mass isotopologue distribution (MIDs) of the corresponding monomer ions for public domain and in-house generated datasets comprising of 13C-labeling time-course experiments. Out of the 100 standard compounds analyzed, we could detect multimer ion adducts in 24 of the intermediate metabolites. Further, a subset of these multimer ions were detected in all the biological samples analyzed. Majority of these ion adducts were either not detected in the original study or labeled as a putative features. Regression analysis was performed to estimate the monomer MIDs from those of the dimer. This resulted in accurate estimation regardless of the biological system, chromatographic method, the MS hardware, or the relative abundance of the dimer ion. We argue that this analysis may be useful in cases where satisfactory data cannot be extracted from the chromatographic peaks of the monomer ions.

Highlights

  • 13C Metabolic flux analysis (13C-MFA), which has been in development since the 1990s, is an important tool for the study of metabolism [1] that uses the13C labeling patterns of key metabolites and a metabolic network model of the organism to estimate the carbon flux distribution

  • Since the multimers formed were of larger m/z value, the collision energy chosen for the monomer was not sufficient to obtain all possible fragments observed from the dimer ion adducts

  • A novel application of using the Mass Isotopologue Distribution (MID) of dimer ion adducts of metabolites from LC/mass spectrometers (MS) data to obtain the MIDs of monomer units has been developed

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Summary

Introduction

13C Metabolic flux analysis (13C-MFA), which has been in development since the 1990s, is an important tool for the study of metabolism [1] that uses the13C labeling patterns of key metabolites and a metabolic network model of the organism to estimate the carbon flux distribution. The number of multimer ions detected and the ratio (dimer-monomer) was lower in the strains MGA3 and CD34+ as compared to the data collected in-house for the cyanobacterial samples (Table 2). Correlation of Mass Isotopomer Distribution between monomers and dimer ion adducts Metabolic flux analysis has a stringent requirement for accurate MIDs of intermediate/terminal metabolites [34]. C) Measured MID of monomer and dimer ion adducts of glucose 6 phosphate (G6P) from the strain Synechococcus elongatus PCC 11801. S1 Fig. Multimer ion adducts observed in an injection of a pure standard compound N-Acetyl D Glucosamine.

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