Abstract
Aims
To uncover novel candidate metabolomic and lipidomic biomarkers in newly-diagnosed
type 1 diabetes (T1DM) after achieving optimal glucose control.
Methods
Comprehensive lipidomic and metabolomic analysis was performed in serum of 12 adults
with T1DM at onset and after achieving optimal glycemic control (HbA1c < 7 %) (after
2–6 months).
Results
After intensive therapy, subjects (mean age 25.2 years, 58.3 % men) showed decreases
in blood glucose (p < 0.001), HbA1c [11.5 % (9.2–13.4) to 6.2 % (5.2 – 6.7); p < 0.001]
and changes in 51 identified lipids. Among these changes, we found that triglycerides
(TG) containing medium chain fatty acids (TG45:0, TG47:1), sphingomyelins (SM) (SM(d18:2/20:0),
SM42:4)), and phosphatidylcholines (PC) (PC(O-26:2), PC(O-30:0), PC(O-32:0), PC(O-42:6),
PC(O-44:5), PC(O-38:3), PC(O-33:0), PC(O-46:8), PC(O-44:6), PC(O-40:3), PC(O-42:4),
PC(O-46:7), PC(O-46:6), PC(O-44:5), PC(O-42:3), PC(O-44:4)) decreased; whereas PC(35:1),
PC(37:1) and TG containing longer chain fatty acids (TG(52:1), TG(55:7), TG(51:2),
TG(53:3), TG52:2), TG(53:2), TG(57:3), TG(61:3), TG(61:2) increased. Further, dihydro
O-acylceramide (18:1/18:0/16:0), diacylglycerophosphoethanolamine (PE(34:1)), diacylglycerophosphoinositol
(PI(38:6), and dihydrosphingomyelins (dihydroSM(36:0), dihydroSM(40:0), dihydroSM(41:0),
dihydroSM(42:0)) increased. Uric acid, mannitol, and mannitol-1-acetate levels also
increased.
Conclusions
Our data uncovered potential favorable changes in the metabolism of glycerophospholipids,
glycerolipids, and sphingolipids in new-onset T1DM after achieving optimal glycemic
control. Further research on their potential role in developing diabetes-related complications
is needed.
Keywords
Abbreviations:
BMI (body mass index), CKD-EPI (Chronic Kidney Disease Epidemiology Collaboration), CVD (cardiovascular disease), DBP (diastolic blood pressure), eGFR (estimated glomerular filtration rate), FCs (fold-changes), HbA1c (glycosylated hemoglobin), HDL-C (high-density lipoprotein cholesterol), LDL-C (low-density lipoprotein cholesterol), PC (phosphatidylcholines), SBP (systolic blood pressure), SM (sphingomyelin), T1DM (type 1 diabetes mellitus), TG (triglycerides)To read this article in full you will need to make a payment
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References
- Definition, Classification and Diagnosis of Diabetes Mellitus.Exp Clin Endocrinol Diabetes. 2014; 122: 384-386https://doi.org/10.1055/s-0034-1366278
- Type 1 diabetes glycemic management: Insulin therapy, glucose monitoring, and automation.Science. 1979; 2021: 522-527https://doi.org/10.1126/science.abg4502
- Established and emerging biomarkers for the prediction of type 1 diabetes: a systematic review.Transl Res. 2014; 164: 110-121https://doi.org/10.1016/j.trsl.2014.02.004
- Novel advances in shotgun lipidomics for biology and medicine.Prog Lipid Res. 2016; 61: 83-108https://doi.org/10.1016/j.plipres.2015.12.002
- Lipidomic Abnormalities During the Pathogenesis of Type 1 Diabetes: a Quantitative Review.Curr Diab Rep. 2020; 20: 46https://doi.org/10.1007/s11892-020-01326-8
- Lipid metabolism and its implications for type 1 diabetes-associated cardiomyopathy.J Mol Endocrinol. 2017; 58: R225-R240https://doi.org/10.1530/JME-16-0249
- New insights into the mechanisms of diabetic complications: role of lipids and lipid metabolism.Diabetologia. 2019; 62: 1539-1549https://doi.org/10.1007/s00125-019-4959-1
- A Phospholipidomic Analysis of All Defined Human Plasma Lipoproteins.Sci Rep. 2011; 1: 139https://doi.org/10.1038/srep00139
- Outstanding improvement of the advanced lipoprotein profile in subjects with new-onset type 1 diabetes mellitus after achieving optimal glycemic control.Diabetes Res Clin Pract. 2021; 182https://doi.org/10.1016/j.diabres.2021.109145
- A new equation to estimate glomerular filtration rate.Ann Intern Med. 2009; 150: 604-612https://doi.org/10.7326/0003-4819-150-9-200905050-00006
- A cross-platform toolkit for mass spectrometry and proteomics.Nat Biotechnol. 2012; 30: 918-920https://doi.org/10.1038/nbt.2377
- IPO: a tool for automated optimization of XCMS parameters.BMC Bioinf. 2015; 16: 118https://doi.org/10.1186/s12859-015-0562-8
- XCMS: Processing Mass Spectrometry Data for Metabolite Profiling Using Nonlinear Peak Alignment, Matching, and Identification.Anal Chem. 2006; 78: 779-787https://doi.org/10.1021/ac051437y
- Probabilistic Quotient Normalization as Robust Method to Account for Dilution of Complex Biological Mixtures. Application in 1 H NMR Metabonomics.Anal Chem. 2006; 78: 4281-4290https://doi.org/10.1021/ac051632c
- Glycemia and Atherosclerotic Cardiovascular Disease: Exploring the Gap Between Risk Marker and Risk Factor.Front Cardiovasc Med. 2020; 7https://doi.org/10.3389/fcvm.2020.00100
- Transcriptional regulation of p90 with sequence homology to Escherichia coli glycerol-3-phosphate acyltransferase.J Biol Chem. 1991; 266: 23834-23839
- Physiological and nutritional regulation of enzymes of triacylglycerol synthesis.Annu Rev Nutr. 2000; 20: 77-103https://doi.org/10.1146/annurev.nutr.20.1.77
- Regulation of mitochondrial sn-glycerol-3-phosphate acyltransferase activity: response to feeding status is unique in various rat tissues and is discordant with protein expression.Arch Biochem Biophys. 2001; 396: 119-127https://doi.org/10.1006/abbi.2001.2604
- Mitochondrial glycerol-3-phosphate acyltransferase-deficient mice have reduced weight and liver triacylglycerol content and altered glycerolipid fatty acid composition.Mol Cell Biol. 2002; 22: 8204-8214https://doi.org/10.1128/MCB.22.23.8204-8214.2002
- Sterol regulatory element-binding proteins: activators of cholesterol and fatty acid biosynthesis.Curr Opin Lipidol. 1999; 10: 143-150https://doi.org/10.1097/00041433-199904000-00008
- Insulin effects on sterol regulatory-element-binding protein-1c (SREBP-1c) transcriptional activity in rat hepatocytes.Biochem J. 2000; 350: 389-393
- Insulin activates human sterol-regulatory-element-binding protein-1c (SREBP-1c) promoter through SRE motifs.Biochem J. 2006; 400: 179-188https://doi.org/10.1042/BJ20060499
- Medium-chain triglycerides: an update.Am J Clin Nutr. 1982; 36: 950-962https://doi.org/10.1093/ajcn/36.5.950
- Lipoprotein lipase in diabetes.Diabetes / Metabolism Reviews. 1987; 3: 551-570https://doi.org/10.1002/dmr.5610030208
- Lipidomic analysis of human plasma reveals ether-linked lipids that are elevated in morbidly obese humans compared to lean.Diabetol Metab Syndr. 2013; 5: 24https://doi.org/10.1186/1758-5996-5-24
- Dietary choline deficiency causes DNA strand breaks and alters epigenetic marks on DNA and histones.Mutation Research/Fundamental and Molecular Mechanisms of Mutagenesis. 2012; 733: 34-38https://doi.org/10.1016/j.mrfmmm.2011.10.008
- Inhibiting triglyceride synthesis improves hepatic steatosis but exacerbates liver damage and fibrosis in obese mice with nonalcoholic steatohepatitis.Hepatology. 2007; 45: 1366-1374https://doi.org/10.1002/hep.21655
- An Overview of Sphingolipid Metabolism: From Synthesis to Breakdown. 2010; : 1-23https://doi.org/10.1007/978-1-4419-6741-1_1
- Sphingolipids in the Heart: From Cradle to Grave.Front Endocrinol (Lausanne). 2020; 11https://doi.org/10.3389/fendo.2020.00652
- Circulating proprotein convertase subtilisin kexin type 9 has a diurnal rhythm synchronous with cholesterol synthesis and is reduced by fasting in humans.Arterioscler Thromb Vasc Biol. 2010; 30: 2666-2672https://doi.org/10.1161/ATVBAHA.110.214130
- SREBP transcription factors: master regulators of lipid homeostasis.Biochimie. 2004; 86: 839-848https://doi.org/10.1016/j.biochi.2004.09.018
- Hepatic insulin receptor deficiency impairs the SREBP-2 response to feeding and statins.J Lipid Res. 2014; 55: 659-667https://doi.org/10.1194/jlr.M043711
- Dyslipidemia in Type 1 Diabetes: A Masked Danger.Trends Endocrinol Metab. 2020; 31: 422-434https://doi.org/10.1016/j.tem.2020.01.015
- Plasma Metabonomic Profiling of Diabetic Retinopathy.Diabetes. 2016; 65: 1099-1108https://doi.org/10.2337/db15-0661
- Association between Serum Uric Acid Levels and Diabetes Mellitus.Int J Endocrinol. 2011; 2011: 1-6https://doi.org/10.1155/2011/604715
- Assessment of the relationship between serum uric acid and glucose levels in healthy, prediabetic and diabetic individuals.Diabetol Metab Syndr. 2019; 11: 49https://doi.org/10.1186/s13098-019-0446-6
- Glycosuria-mediated urinary uric acid excretion in patients with uncomplicated type 1 diabetes mellitus.American Journal of Physiology-Renal Physiology. 2015; 308: F77-F83https://doi.org/10.1152/ajprenal.00555.2014
MSWolever T, Piekarz A, Hollands M, Cde R, Younker K, Cde MR. Sugar Alcohols and Diabetes: A Review. vol. 26. 2002.
- Optimizing the lipidomics workflow for clinical studies—practical considerations.Anal Bioanal Chem. 2015; 407: 4973-4993https://doi.org/10.1007/s00216-015-8633-2
Article info
Publication history
Published online: February 16, 2023
Accepted:
February 10,
2023
Received in revised form:
February 8,
2023
Received:
November 28,
2022
Identification
Copyright
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