Serum ceramides in early pregnancy as predictors of gestational diabetes

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作者
Sanna Mustaniemi
Elina Keikkala
Eero Kajantie
Markku Nurhonen
Antti Jylhä
Laure Morin-Papunen
Hanna Öhman
Tuija Männistö
Hannele Laivuori
Johan G. Eriksson
Reijo Laaksonen
Marja Vääräsmäki
机构
[1] Oulu University Hospital and University of Oulu,Clinical Medicine Research Unit, Medical Research Center Oulu
[2] Finnish Institute for Health and Welfare,Population Health Unit, Department of Public Health and Welfare
[3] University of Helsinki and Helsinki University Hospital,Children’s Hospital
[4] Norwegian University of Science and Technology,Department of Clinical and Molecular Medicine
[5] Zora Biosciences Oy,Faculty of Medicine
[6] Biobank Borealis of Northern Finland,Department of Obstetrics and Gynecology, Center for Child, Adolescence and Maternal Health, Tampere University Hospital and Faculty of Medicine and Health Technology
[7] Oulu University Hospital,Medical and Clinical Genetics
[8] University of Oulu,Institute for Molecular Medicine Finland, Helsinki Institute of Life Science
[9] Tampere University,Department of General Practice and Primary Health Care
[10] University of Helsinki and Helsinki University Hospital,Department of Obstetrics and Gynecology and Human Potential Translational Research Programme, Yong Loo Lin School of Medicine
[11] University of Helsinki,Singapore Institute for Clinical Sciences (SICS)
[12] University of Helsinki and Helsinki University Hospital,Institute of Clinical Medicine, Internal Medicine, Turku University Hospital
[13] Folkhälsan Research Center,Department of Information Services
[14] National University of Singapore,Region Stockholm and Department of Molecular Medicine and Surgery, Academic Primary Health Care Centre
[15] Agency for Science,Department of Government Services
[16] Technology,undefined
[17] and Research,undefined
[18] University of Turku,undefined
[19] Finnish Institute for Health and Welfare,undefined
[20] Karolinska Institute,undefined
[21] Finnish Institute for Health and Welfare,undefined
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摘要
Ceramides contribute to the development of type 2 diabetes but it is uncertain whether they predict gestational diabetes (GDM). In this multicentre case–control study including 1040 women with GDM and 958 non-diabetic controls, early pregnancy (mean 10.7 gestational weeks) concentrations of four ceramides—Cer(d18:1/16:0), Cer(d18:1/18:0), Cer(d18:1/24:0) and Cer(d18:1/24:1)—were determined by a validated mass-spectrometric method from biobanked serum samples. Traditional lipids including total cholesterol, LDL, HDL and triglycerides were measured. Logistic and linear regression and the LASSO logistic regression were used to analyse lipids and clinical risk factors in the prediction of GDM. The concentrations of four targeted ceramides and total cholesterol, LDL and triglycerides were higher and HDL was lower among women with subsequent GDM than among controls. After adjustments, Cer(d18:1/24:0), triglycerides and LDL were independent predictors of GDM, women in their highest quartile had 1.44-fold (95% CI 1.07–1.95), 2.17-fold (95% CI 1.57–3.00) and 1.63-fold (95% CI 1.19–2.24) odds for GDM when compared to their lowest quartiles, respectively. In the LASSO regression modelling ceramides did not appear to markedly improve the predictive performance for GDM alongside with clinical risk factors and triglycerides. However, their adverse alterations highlight the extent of metabolic disturbances involved in GDM.
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