Quantification of lactate from various metabolic pathways and quantification issues of lactate isotopologues and isotopmers

Abstract 13C-labeled glucose combined with chromatography and mass spectrometry enables us to decipher the percentage of lactate generated from various metabolic pathways. We showed that lactate derived from glycolysis, pentose phosphate pathway, Krebs cycle, and other sources accounted for 82–90%,...

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Main Authors: Wei Zhang, Cheng Guo, Kezhi Jiang, Minfeng Ying, Xun Hu
Format: Article
Language:English
Published: Nature Portfolio 2017-08-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-017-08277-3
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author Wei Zhang
Cheng Guo
Kezhi Jiang
Minfeng Ying
Xun Hu
author_facet Wei Zhang
Cheng Guo
Kezhi Jiang
Minfeng Ying
Xun Hu
author_sort Wei Zhang
collection DOAJ
description Abstract 13C-labeled glucose combined with chromatography and mass spectrometry enables us to decipher the percentage of lactate generated from various metabolic pathways. We showed that lactate derived from glycolysis, pentose phosphate pathway, Krebs cycle, and other sources accounted for 82–90%, 6.0–11%, 0.67–1.8% and 1.5–7.9%, respectively, depending on different types of cells. When using glucose isotopomers ([1-13C]-, [3-13C]-, [4-13C]-, and [6-13C]glucose) or isotopologues ([1,2-13C2]- and [1,2,3-13C3]glucose) for tracing, the ratio of lactate derived from glucose carbon 1, 2, 3 over 4, 5, 6 via glycolysis varied significantly, ranging from 1.6 (traced with [1,2-13C2]glucose) to 0.85 (traced with [6-13C]glucose), but the theoretical ratio should be 1. The odd results might be caused by intramolecular 13C, which may significantly affect lactate fragmentation under tandem mass spectrometry condition, leading to erroneous quantification. Indeed, the fragmentation efficiency of [U-13C]lactate, [2,3-13C]lactate, and [3-13C]lactate were 1.4, 1.5 and 1.2 folds higher than lactate, respectively, but [1-13C]lactate was similar to lactate, suggesting that carbon-13 at different positions could differentially influence lactate fragmentation. This observed phenomenon was inconsistent with the data based on theoretical calculation, according to which activation energies for all lactate isotopomers and isotopologues are nearly identical. The inconsistency suggested a need for further investigation. Our study suggests that calibration is required for quantifying metabolite isotopolugues and isotopomers.
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spelling doaj.art-f3c9ce25c6a34fad9c17cdf43f83d2f02022-12-21T20:35:51ZengNature PortfolioScientific Reports2045-23222017-08-017111210.1038/s41598-017-08277-3Quantification of lactate from various metabolic pathways and quantification issues of lactate isotopologues and isotopmersWei Zhang0Cheng Guo1Kezhi Jiang2Minfeng Ying3Xun Hu4Cancer Institute (a Key Laboratory For Cancer Prevention & Intervention, China National Ministry of Education), The Second Affiliated Hospital, Zhejiang University School of MedicineCancer Institute (a Key Laboratory For Cancer Prevention & Intervention, China National Ministry of Education), The Second Affiliated Hospital, Zhejiang University School of MedicineKey Laboratory of Organosilicon Chemistry and Material Technology, Hangzhou Normal UniversityCancer Institute (a Key Laboratory For Cancer Prevention & Intervention, China National Ministry of Education), The Second Affiliated Hospital, Zhejiang University School of MedicineCancer Institute (a Key Laboratory For Cancer Prevention & Intervention, China National Ministry of Education), The Second Affiliated Hospital, Zhejiang University School of MedicineAbstract 13C-labeled glucose combined with chromatography and mass spectrometry enables us to decipher the percentage of lactate generated from various metabolic pathways. We showed that lactate derived from glycolysis, pentose phosphate pathway, Krebs cycle, and other sources accounted for 82–90%, 6.0–11%, 0.67–1.8% and 1.5–7.9%, respectively, depending on different types of cells. When using glucose isotopomers ([1-13C]-, [3-13C]-, [4-13C]-, and [6-13C]glucose) or isotopologues ([1,2-13C2]- and [1,2,3-13C3]glucose) for tracing, the ratio of lactate derived from glucose carbon 1, 2, 3 over 4, 5, 6 via glycolysis varied significantly, ranging from 1.6 (traced with [1,2-13C2]glucose) to 0.85 (traced with [6-13C]glucose), but the theoretical ratio should be 1. The odd results might be caused by intramolecular 13C, which may significantly affect lactate fragmentation under tandem mass spectrometry condition, leading to erroneous quantification. Indeed, the fragmentation efficiency of [U-13C]lactate, [2,3-13C]lactate, and [3-13C]lactate were 1.4, 1.5 and 1.2 folds higher than lactate, respectively, but [1-13C]lactate was similar to lactate, suggesting that carbon-13 at different positions could differentially influence lactate fragmentation. This observed phenomenon was inconsistent with the data based on theoretical calculation, according to which activation energies for all lactate isotopomers and isotopologues are nearly identical. The inconsistency suggested a need for further investigation. Our study suggests that calibration is required for quantifying metabolite isotopolugues and isotopomers.https://doi.org/10.1038/s41598-017-08277-3
spellingShingle Wei Zhang
Cheng Guo
Kezhi Jiang
Minfeng Ying
Xun Hu
Quantification of lactate from various metabolic pathways and quantification issues of lactate isotopologues and isotopmers
Scientific Reports
title Quantification of lactate from various metabolic pathways and quantification issues of lactate isotopologues and isotopmers
title_full Quantification of lactate from various metabolic pathways and quantification issues of lactate isotopologues and isotopmers
title_fullStr Quantification of lactate from various metabolic pathways and quantification issues of lactate isotopologues and isotopmers
title_full_unstemmed Quantification of lactate from various metabolic pathways and quantification issues of lactate isotopologues and isotopmers
title_short Quantification of lactate from various metabolic pathways and quantification issues of lactate isotopologues and isotopmers
title_sort quantification of lactate from various metabolic pathways and quantification issues of lactate isotopologues and isotopmers
url https://doi.org/10.1038/s41598-017-08277-3
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