Published August 16, 2022 | Version NMR Suite of CHENOMX v9.0
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NMR based clinical metabolomics study revealed disturbed glucose-alanine metabolism in Gestational Diabetes

  • 1. Centre for Genetic Disorders, Institute of Science, Banaras Hindu University (BHU), Varanasi-221005 India
  • 2. Department of Advanced Spectroscopy and Imaging, Centre of Biomedical Research (CBMR), SGPGIMS Campus, Lucknow-226014
  • 3. Department of Obstetrics & Gynecology, Institute of Medical Science (IMS), Banaras Hindu University (BHU), Varanasi-221005, India
  • 4. Department of Endocrinology & Metabolism, Institute of Medical Science, Banaras Hindu University, Varanasi-221005 India

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  • 1. Centre for Genetic Disorders, Institute of Science, Banaras Hindu University (BHU), Varanasi-221005 India
  • 2. Department of Advanced Spectroscopy and Imaging, Centre of Biomedical Research (CBMR), SGPGIMS Campus, Lucknow-226014

Description

Background and Aim: Altered gluconeogenesis from alanine (i.e. glucose-alanine cycle) that increases the levels of
serum alanine aminotransferase (ALT) are linked to the development of type II diabetes (T2DM) [1,2]. A recent study also revealed that elevated serum ALT levels in early pregnancy are associated with the risk of subsequent development of gestational
diabetes mellitus (GDM) and preeclampsia in late pregnancy [3]. So based on this, we hypothesized that the circulatory
alanine and alanine to glucose ratio (AGR) would be altered in GDM and may serve as an indicative biomarker to improve
the clinical diagnosis of GDM. Methods: The circulatory levels of alanine and glucose were estimated for 50 GDM patients and 49 age matched healthy female subjects using 800 MHz NMR spectroscopy. The NMR spectra were analyzed using NMR suite of commercial software (CHENOMX). The estimated circulatory levels of alanine and glucose were used to determine the circulatory
AGR levels as [Alanine in µM]/[Glucose in mM] and the values are reported as Mean ± SEM (SEM is standard error in mean).
Results: The present study aims to compare the serum metabolic profiles of alanine (Ala) and alanine to glucose ratio (AGR)
between age and sex matched GDM patients (N=50; pre term =32, post term=18) and healthy normal control (NC) female
subjects (N=49). The comparison revealed that the circulatory levels of alanine and AGR are significantly decreased in GDM
patients (Ala=397.5 ± 28.12| AGR=94.65 ± 9.06) compared to NC subjects (Ala =515.1 ± 24.03 | AGR=166.3 ± 7.577) (Figure 1A and 1B). The respective p-values for comparison of alanine and AGR found to be 0.002 (**) and <0.0001, ****). The disturbed glucose-alanine metabolic cycle in GDM patients was further corroborated through performing metabolic Pearson r correlation analysis between alanine and glucose (Figure 1C and 1D). For NC subjects, the circulatory metabolites alanine and glucose found to be strongly correlated (r=0.61, 95% CI=0.40 to 0.76; R square =0.37) with two-tailed p-value <0.0001 (see Table depicted in Figure 1E). Whereas for GDM subjects, the circulatory metabolites alanine and glucose found to be moderately correlated (r=0.45, 95% CI=0.19 to 0.64; R square =0.20, Fig. 1E) with two tailed p-value =0.002 suggesting that the glucose-alanine metabolic cycle is altered in GDM. Overall, the observed changes in circulatory metabolites and metabolic ratios clearly suggested that the gluconeogenesis from alanine is disturbed in GDM and this abnormal glucose-alanine metabolism is possibly associated with the development of disease and its progression.

References:
[1] N. Sattar, O. Scherbakova, I. Ford, D.S. O'Reilly, A. Stanley, E. Forrest, P.W. MacFarlane, C.J. Packard, S.M. Cobbe, J.
Shepherd, Elevated alanine aminotransferase predicts new-onset type 2 diabetes independently of classical risk
factors, metabolic syndrome, and C-reactive protein in the west of Scotland coronary prevention study, Diabetes 53
(2004) 2855-2860.
[2] N.H. Cho, H.C. Jang, S.H. Choi, H.R. Kim, H.K. Lee, J.C. Chan, S. Lim, Abnormal liver function test predicts type 2
diabetes: a community-based prospective study, Diabetes care 30 (2007) 2566-2568.
[3] S.M. Lee, J.S. Park, Y.J. Han, W. Kim, S.H. Bang, B.J. Kim, C.W. Park, M.Y. Kim, Elevated alanine aminotransferase in
early pregnancy and subsequent development of gestational diabetes and preeclampsia, Journal of Korean Medical
Science 35 (2020)

Notes

Compared to normal healthy female subjects, the decreased circulatory levels of alanine and alanine-to-glucose ratio (AGR) in gestational diabetes mellitus (GDM) patients suggested that the disturbed glucose-alanine cycle (or gluconeogenesis from alanine) in GDM possibly underlies the development of gestational diabetes and its progression during pregnancy.

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The CPMG NMR spectral data will be available (after publication of the proposed clinical metabolomics study) on request  to the corresponding author (through an email to Dr. Dinesh Kumar at dinesh@cbmr.res.in) 

Uploaded on ResearchGate Data Repository: www.researchgate.net/publication/362718454_Gestational_Diabetes_CPMG_NMR

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References

  • N. Sattar, O. Scherbakova, I. Ford, D.S. O'Reilly, A. Stanley, E. Forrest, P.W. MacFarlane, C.J. Packard, S.M. Cobbe, J. Shepherd, Elevated alanine aminotransferase predicts new-onset type 2 diabetes independently of classical risk factors, metabolic syndrome, and C-reactive protein in the west of Scotland coronary prevention study, Diabetes 53 (2004) 2855-2860.
  • N.H. Cho, H.C. Jang, S.H. Choi, H.R. Kim, H.K. Lee, J.C. Chan, S. Lim, Abnormal liver function test predicts type 2 diabetes: a community-based prospective study, Diabetes care 30 (2007) 2566-2568.
  • S.M. Lee, J.S. Park, Y.J. Han, W. Kim, S.H. Bang, B.J. Kim, C.W. Park, M.Y. Kim, Elevated alanine aminotransferase in early pregnancy and subsequent development of gestational diabetes and preeclampsia, Journal of Korean Medical Science 35 (2020)