• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

利用脂质组学预测既往有妊娠期糖尿病的女性患2型糖尿病的风险

The prediction of type 2 diabetes in women with previous gestational diabetes mellitus using lipidomics.

作者信息

Lappas Martha, Mundra Piyushkumar A, Wong Gerard, Huynh Kevin, Jinks Debra, Georgiou Harry M, Permezel Michael, Meikle Peter J

机构信息

Obstetrics, Nutrition and Endocrinology Group, Department of Obstetrics and Gynaecology, University of Melbourne, Mercy Hospital for Women, Level 4/163 Studley Road, Heidelberg, 3084, VIC, Australia,

出版信息

Diabetologia. 2015 Jul;58(7):1436-42. doi: 10.1007/s00125-015-3587-7. Epub 2015 Apr 17.

DOI:10.1007/s00125-015-3587-7
PMID:25893729
Abstract

AIMS/HYPOTHESIS: The risk of developing diabetes is greater for women with previous gestational diabetes mellitus (GDM). In the general population, plasma lipidomic analysis can identify individuals at risk of developing type 2 diabetes. The aim of this study was to determine whether circulating lipid levels 12 weeks following a GDM pregnancy were associated with an increased risk of developing type 2 diabetes.

METHODS

Plasma lipid profiles containing >300 lipids were measured in 104 normal glucose-tolerant women 12 weeks following an index GDM pregnancy using electrospray-ionisation tandem mass spectrometry. Women were assessed for 10 years for development of overt type 2 diabetes.

RESULTS

Among the 104 women with previous GDM, 21 (20%) developed diabetes during the median follow-up period of 8.5 years. Three lipid species, the cholesteryl ester species CE 20:4, the alkenylphosphatidylethanolamine species PE(P-36:2) and the phosphatidylserine species PS 38:4, were independently and positively associated with the development of type 2 diabetes. In a clinical model of prediction of type 2 diabetes that included age, BMI, and levels of pregnancy fasting glucose, postnatal fasting glucose, triacylglycerol and total cholesterol, the addition of these three lipid species resulted in an improvement in the net reclassification index of 22.3%.

CONCLUSIONS/INTERPRETATION: The lipid species CE 20:4, PE(P-36:2) and PS 38:4 were significant risk factors for the development of type 2 diabetes in women with a previous history of GDM. This report is the first to use plasma lipidomic analysis to identify individual lipids as potential biomarkers for the prediction of type 2 diabetes in women with a history of GDM.

摘要

目的/假设:既往有妊娠期糖尿病(GDM)的女性患糖尿病的风险更高。在一般人群中,血浆脂质组学分析可识别有患2型糖尿病风险的个体。本研究的目的是确定GDM妊娠后12周时的循环脂质水平是否与患2型糖尿病风险增加相关。

方法

采用电喷雾电离串联质谱法,对104例糖耐量正常的女性在其首次GDM妊娠后12周时测量了包含300多种脂质的血浆脂质谱。对这些女性进行了10年的随访,以评估显性2型糖尿病的发生情况。

结果

在104例既往有GDM的女性中,21例(20%)在中位随访期8.5年期间患糖尿病。三种脂质种类,即胆固醇酯种类CE 20:4、烯基磷脂酰乙醇胺种类PE(P-36:2)和磷脂酰丝氨酸种类PS 38:4,与2型糖尿病的发生独立且呈正相关。在一个包括年龄、BMI以及妊娠空腹血糖、产后空腹血糖、甘油三酯和总胆固醇水平的2型糖尿病临床预测模型中,加入这三种脂质种类后,净重新分类指数提高了22.3%。

结论/解读:脂质种类CE 20:4、PE(P-36:2)和PS 38:4是既往有GDM病史女性患2型糖尿病的重要危险因素。本报告首次使用血浆脂质组学分析来识别个体脂质作为既往有GDM病史女性预测2型糖尿病的潜在生物标志物。

相似文献

1
The prediction of type 2 diabetes in women with previous gestational diabetes mellitus using lipidomics.利用脂质组学预测既往有妊娠期糖尿病的女性患2型糖尿病的风险
Diabetologia. 2015 Jul;58(7):1436-42. doi: 10.1007/s00125-015-3587-7. Epub 2015 Apr 17.
2
[The value of fasting plasma glucose and lipid profiles between 7 and 15 gestational weeks in the prediction of gestational diabetes mellitus].[孕7至15周空腹血糖和血脂谱在妊娠期糖尿病预测中的价值]
Zhonghua Fu Chan Ke Za Zhi. 2016 Nov 25;51(11):835-839. doi: 10.3760/cma.j.issn.0529-567X.2016.11.007.
3
Postpartum IGF-I and IGFBP-2 levels are prospectively associated with the development of type 2 diabetes in women with previous gestational diabetes mellitus.产后胰岛素样生长因子-I(IGF-I)和胰岛素样生长因子结合蛋白-2(IGFBP-2)水平与既往有妊娠期糖尿病的女性患2型糖尿病的发生呈前瞻性关联。
Diabetes Metab. 2016 Dec;42(6):442-447. doi: 10.1016/j.diabet.2016.06.004. Epub 2016 Jul 4.
4
Early Pregnancy Maternal Lipid Profiles and the Risk of Gestational Diabetes Mellitus Stratified for Body Mass Index.根据体重指数分层的早期妊娠孕妇血脂谱与妊娠期糖尿病风险
Reprod Sci. 2015 Jun;22(6):712-7. doi: 10.1177/1933719114557896. Epub 2014 Nov 12.
5
Plasma concentrations of lipids during pregnancy and the risk of gestational diabetes mellitus: A longitudinal study.孕期血脂水平与妊娠期糖尿病发病风险的关系:一项纵向研究。
J Diabetes. 2018 Jun;10(6):487-495. doi: 10.1111/1753-0407.12563. Epub 2017 Sep 29.
6
Elevated homocysteine as a risk factor for the development of diabetes in women with a previous history of gestational diabetes mellitus: a 4-year prospective study.同型半胱氨酸升高作为既往有妊娠期糖尿病病史女性发生糖尿病的危险因素:一项4年前瞻性研究。
Diabetes Care. 2005 Nov;28(11):2750-5. doi: 10.2337/diacare.28.11.2750.
7
Post-partum plasma C-peptide and ghrelin concentrations are predictive of type 2 diabetes in women with previous gestational diabetes mellitus.产后血浆 C 肽和 ghrelin 浓度可预测既往妊娠期糖尿病女性的 2 型糖尿病。
J Diabetes. 2015 Jul;7(4):506-11. doi: 10.1111/1753-0407.12209. Epub 2015 Mar 4.
8
Insulin resistance and lipid profile during an oral glucose tolerance test in women with and without gestational diabetes mellitus.患有和未患有妊娠期糖尿病的女性在口服葡萄糖耐量试验期间的胰岛素抵抗和血脂情况。
J Obstet Gynaecol. 2016;36(3):337-9. doi: 10.3109/01443615.2015.1060197. Epub 2015 Oct 14.
9
[Comparing two screening policies of gestational diabetes mellitus: The Mohammed V Training Military Hospital of Rabat (Morocco)].[比较妊娠期糖尿病的两种筛查策略:拉巴特穆罕默德五世军事培训医院(摩洛哥)]
Gynecol Obstet Fertil. 2014 May;42(5):317-21. doi: 10.1016/j.gyobfe.2013.09.006. Epub 2014 Jan 7.
10
Maternal serum triglycerides as predictive factors for large-for-gestational age newborns in women with gestational diabetes mellitus.母体血清三酰甘油作为妊娠期糖尿病孕妇巨大儿的预测因素。
Acta Obstet Gynecol Scand. 2010 May;89(5):700-4. doi: 10.3109/00016341003605677.

引用本文的文献

1
Machine Learning for Predicting the Transition From Gestational Diabetes to Type 2 Diabetes: A Systematic Review.用于预测妊娠期糖尿病向2型糖尿病转变的机器学习:一项系统综述。
Cureus. 2025 May 18;17(5):e84314. doi: 10.7759/cureus.84314. eCollection 2025 May.
2
Elucidating stroke etiology through lipidomics of thrombi and plasma in acute ischemic stroke patients undergoing endovascular thrombectomy.通过对接受血管内血栓切除术的急性缺血性中风患者的血栓和血浆进行脂质组学分析来阐明中风病因。
J Cereb Blood Flow Metab. 2025 May 5:271678X251327944. doi: 10.1177/0271678X251327944.
3
Prediction Models for Maternal and Offspring Short- and Long-Term Outcomes Following Gestational Diabetes: A Systematic Review.

本文引用的文献

1
Palmitate-induced impairments of β-cell function are linked with generation of specific ceramide species via acylation of sphingosine.棕榈酸酯诱导的β细胞功能损伤与通过鞘氨醇酰化产生特定的神经酰胺种类有关。
Endocrinology. 2015 Mar;156(3):802-12. doi: 10.1210/en.2014-1467. Epub 2014 Dec 23.
2
Evidence that multiple defects in lipid regulation occur before hyperglycemia during the prodrome of type-2 diabetes.有证据表明,在2型糖尿病前驱期,脂质调节的多种缺陷在高血糖出现之前就已发生。
PLoS One. 2014 Sep 3;9(9):e103217. doi: 10.1371/journal.pone.0103217. eCollection 2014.
3
Post-partum plasma C-peptide and ghrelin concentrations are predictive of type 2 diabetes in women with previous gestational diabetes mellitus.
妊娠期糖尿病后母婴短期和长期结局的预测模型:一项系统综述
Obes Rev. 2025 Sep;26(9):e13934. doi: 10.1111/obr.13934. Epub 2025 May 4.
4
Large-scale prospective serum metabolomic profiling reveals candidate predictive biomarkers for suspected preeclampsia patients.大规模前瞻性血清代谢组学分析揭示了疑似子痫前期患者的候选预测生物标志物。
Sci Rep. 2025 Feb 9;15(1):4807. doi: 10.1038/s41598-025-87905-9.
5
Predictive value of machine learning for the progression of gestational diabetes mellitus to type 2 diabetes: a systematic review and meta-analysis.机器学习对妊娠期糖尿病进展为2型糖尿病的预测价值:一项系统评价和荟萃分析。
BMC Med Inform Decis Mak. 2025 Jan 13;25(1):18. doi: 10.1186/s12911-024-02848-x.
6
Type 2 diabetes metabolomics score and risk of progression to type 2 diabetes among women with a history of gestational diabetes mellitus.患有妊娠期糖尿病的女性中,2 型糖尿病代谢组学评分与 2 型糖尿病进展风险的关系。
Diabetes Metab Res Rev. 2024 Jan;40(1):e3763. doi: 10.1002/dmrr.3763.
7
Precision stratification of prognostic risk factors associated with outcomes in gestational diabetes mellitus: a systematic review.妊娠糖尿病预后危险因素与结局的精准分层:一项系统评价
Commun Med (Lond). 2024 Jan 12;4(1):9. doi: 10.1038/s43856-023-00427-1.
8
The role of lipid dysregulation in gestational diabetes mellitus: Early prediction and postpartum prognosis.脂质失调在妊娠糖尿病中的作用:早期预测和产后预后。
J Diabetes Investig. 2024 Jan;15(1):15-25. doi: 10.1111/jdi.14119. Epub 2023 Dec 14.
9
Serum ceramides in early pregnancy as predictors of gestational diabetes.早孕期血清神经酰胺作为妊娠期糖尿病的预测指标。
Sci Rep. 2023 Aug 15;13(1):13274. doi: 10.1038/s41598-023-40224-3.
10
Models Predicting Postpartum Glucose Intolerance Among Women with a History of Gestational Diabetes Mellitus: a Systematic Review.预测患有妊娠期糖尿病病史的女性产后葡萄糖耐量异常的模型:系统评价。
Curr Diab Rep. 2023 Sep;23(9):231-243. doi: 10.1007/s11892-023-01516-0. Epub 2023 Jun 9.
产后血浆 C 肽和 ghrelin 浓度可预测既往妊娠期糖尿病女性的 2 型糖尿病。
J Diabetes. 2015 Jul;7(4):506-11. doi: 10.1111/1753-0407.12209. Epub 2015 Mar 4.
4
Lipidomics: potential role in risk prediction and therapeutic monitoring for diabetes and cardiovascular disease.脂质组学:在糖尿病和心血管疾病的风险预测和治疗监测中的潜在作用。
Pharmacol Ther. 2014 Jul;143(1):12-23. doi: 10.1016/j.pharmthera.2014.02.001. Epub 2014 Feb 6.
5
Inclusion of plasma lipid species improves classification of individuals at risk of type 2 diabetes.纳入血浆脂质种类可改善 2 型糖尿病风险个体的分类。
PLoS One. 2013 Oct 8;8(10):e76577. doi: 10.1371/journal.pone.0076577. eCollection 2013.
6
Plasma lipid profiling shows similar associations with prediabetes and type 2 diabetes.血浆脂质谱分析显示与糖尿病前期和 2 型糖尿病具有相似的关联。
PLoS One. 2013 Sep 27;8(9):e74341. doi: 10.1371/journal.pone.0074341. eCollection 2013.
7
Plasma lipid profiling in a large population-based cohort.大型基于人群的队列中的血浆脂质谱分析。
J Lipid Res. 2013 Oct;54(10):2898-908. doi: 10.1194/jlr.P035808. Epub 2013 Jul 18.
8
A simple scoring method using cardiometabolic risk measurements in pregnancy to determine 10-year risk of type 2 diabetes in women with gestational diabetes.一种使用妊娠期间心脏代谢风险测量的简单评分方法,用于确定患有妊娠期糖尿病的女性 10 年内患 2 型糖尿病的风险。
Nutr Diabetes. 2013 Jun 3;3(6):e72. doi: 10.1038/nutd.2013.15.
9
Ceramides contained in LDL are elevated in type 2 diabetes and promote inflammation and skeletal muscle insulin resistance.2 型糖尿病患者的 LDL 中所含的神经酰胺水平升高,会促进炎症和骨骼肌胰岛素抵抗。
Diabetes. 2013 Feb;62(2):401-10. doi: 10.2337/db12-0686. Epub 2012 Nov 8.
10
Identification of serum metabolites associated with risk of type 2 diabetes using a targeted metabolomic approach.采用靶向代谢组学方法鉴定与 2 型糖尿病风险相关的血清代谢物。
Diabetes. 2013 Feb;62(2):639-48. doi: 10.2337/db12-0495. Epub 2012 Oct 4.