Reduced serum acetyl-L-carnitine is associated with hypertensive disorders in women with gestational diabetes mellitus: a multi-omics study.

IF 15.6 1区 医学 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS
Xiubin Jia, Qi Wu, Xiaoyong Zhang, Hequn Lin, Jiahui Gong, Hui Ye, Xueli Hu, Zhaoxia Liang, Danqing Chen, Wei Zhu, Luyu Ma
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引用次数: 0

Abstract

Background: Gestational diabetes mellitus (GDM) and hypertensive disorders of pregnancy (HDP) are common metabolic complications during pregnancy. GDM is an independent risk factor for HDP, while HDP is a major contributor to maternal and perinatal morbidity and mortality. Reliable early tools for identifying women with GDM who are at risk of subsequently developing HDP remain limited. This study aimed to integrate metabolomic, lipidomic, and clinical data to identify reproducible candidate biomarkers associated with subsequently diagnosed HDP in women with GDM and to characterize the accompanying metabolic and lipidomic alterations.

Methods: In this prospective exploratory biomarker study, a discovery cohort (n = 128) and a validation cohort (n = 55) were recruited. Serum samples collected at 24-28 weeks of gestation were analyzed using untargeted and targeted metabolomics. Lipidomics was performed to complement the metabolomic analysis and characterize lipid-related alterations. A combined predictive model was constructed using logistic regression, and its predictive performance was evaluated using receiver operating characteristic (ROC) analysis.

Results: Untargeted metabolomics identified lower serum acetyl-L-carnitine (ALC) in the GDMHDP group than in the GDM group, and this difference was confirmed by targeted LC-MS/MS in the validation cohort. The combined ALC-diastolic blood pressure (DBP) model achieved an area under the curve (AUC) of 0.907 in the discovery cohort and 0.886 in the validation cohort. Adding ALC to DBP improved discrimination and reclassification in both cohorts. Multi-omics analysis showed complementary and partly distinct lipid associations with ALC and DBP. Lower ALC was associated with selected ceramide and monolysocardiolipin species, as well as with lipid patterns consistent with altered fatty-acid handling, whereas DBP showed a partly distinct pattern of lipid correlations.

Conclusions: Reduced serum ALC at 24-28 weeks of gestation was reproducibly associated with GDM complicated by HDP. Combining ALC with DBP improved discrimination between GDMHDP and uncomplicated GDM, suggesting complementary metabolic and hemodynamic information. Given the modest number of GDMHDP cases and the single-center design, these findings should be interpreted as exploratory and hypothesis-generating; they support further evaluation of ALC as a candidate metabolic marker but require confirmation in larger independent cohorts.

妊娠期糖尿病患者血清乙酰左旋肉碱降低与高血压疾病相关:一项多组学研究
背景:妊娠期糖尿病(GDM)和妊娠期高血压疾病(HDP)是妊娠期常见的代谢并发症。GDM是HDP的独立危险因素,而HDP是孕产妇和围产期发病率和死亡率的主要因素。鉴别GDM妇女是否有随后发展为HDP的风险的可靠的早期工具仍然有限。本研究旨在整合代谢组学、脂质组学和临床数据,以确定与GDM女性随后诊断的HDP相关的可重复候选生物标志物,并表征伴随的代谢和脂质组学改变。方法:在这项前瞻性探索性生物标志物研究中,招募了一个发现队列(n = 128)和一个验证队列(n = 55)。采用非靶向代谢组学和靶向代谢组学对妊娠24-28周采集的血清样本进行分析。脂质组学是为了补充代谢组学分析和表征脂质相关改变。采用logistic回归构建组合预测模型,并采用受试者工作特征(receiver operating characteristic, ROC)分析评价其预测效果。结果:非靶向代谢组学发现GDMHDP组血清乙酰-左旋肉碱(ALC)低于GDM组,并且在验证队列中通过靶向LC-MS/MS证实了这一差异。alc -舒张压(DBP)联合模型在发现队列和验证队列中的曲线下面积(AUC)分别为0.907和0.886。在DBP中加入ALC可改善两组患者的鉴别和重新分类。多组学分析显示ALC和DBP与脂质有互补和部分不同的关联。较低的ALC与选择的神经酰胺和单心磷脂种类有关,以及与脂肪酸处理改变相一致的脂质模式,而DBP显示出部分不同的脂质相关性模式。结论:妊娠24-28周血清ALC降低与GDM合并HDP具有可重复性相关。ALC联合DBP提高了GDMHDP和简单GDM的区分,提示代谢和血流动力学信息互补。考虑到GDMHDP病例数量有限和单中心设计,这些发现应该被解释为探索性和假设生成;他们支持进一步评估ALC作为候选代谢标志物,但需要在更大的独立队列中得到证实。
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来源期刊
Cardiovascular Diabetology
Cardiovascular Diabetology 医学-内分泌学与代谢
CiteScore
12.30
自引率
15.10%
发文量
240
审稿时长
1 months
期刊介绍: Cardiovascular Diabetology is a journal that welcomes manuscripts exploring various aspects of the relationship between diabetes, cardiovascular health, and the metabolic syndrome. We invite submissions related to clinical studies, genetic investigations, experimental research, pharmacological studies, epidemiological analyses, and molecular biology research in this field.
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