鞘脂谱作为2型糖尿病风险生物标志物:来自美国中年人大样本研究(MIDUS)和预防医学研究(PREDIMED)的证据

Sphingolipid profiling as a biomarker of type 2 diabetes risk: evidence from the MIDUS and PREDIMED studies.

作者信息

Berkowitz Loni, Razquin Cristina, Salazar Cristian, Biancardi Fiorella, Estruch Ramón, Ros Emilio, Fitó Montserrat, Corella Dolores, Coe Christopher L, Ryff Carol D, Ruiz-Canela Miguel, Salas-Salvado Jordi, Wang Daniel, Hu Frank B, Deik Amy, Martínez-Gonzalez Miguel A, Rigotti Attilio

机构信息

Department of Nutrition, Diabetes and Metabolism, School of Medicine, Pontificia Universidad Católica of Chile, Diagonal Paraguay #362, Santiago, Chile.

Department of Preventive Medicine and Public Health, IdiSNA, University of Navarra, Pamplona, Spain.

出版信息

Cardiovasc Diabetol. 2024 Dec 18;23(1):446. doi: 10.1186/s12933-024-02505-7.

Abstract

BACKGROUND

Type 2 diabetes (T2D) has become a worldwide pandemic. While ceramides may serve as intermediary between obesity-related lipotoxicity and T2D, the relationship with simple glycosphingolipids remains uncertain. The aim of this study was to characterize the associations between blood glycosphingolipid and ceramide species with T2D and to identify a circulating sphingolipid profile that could serve as novel biomarker for T2D risk.

METHODS

Cross-sectional relationship between sphingolipid levels, insulin resistance, and T2D prevalence were evaluated in 2,072 American adults from MIDUS cohort. Prospectively, the association between sphingolipid species and the incidence of T2D was analyzed using a case-cohort design nested within the PREDIMED trial (250 cases and a random sample of 692 participants, with 3.8 years of median follow-up). Circulating levels of sphingolipid species in both populations were measured using LC/MS. Hazard ratios were estimated with weighted Cox regression models using Barlow weights.

RESULTS

In American adults, only CER18:0 and CER22:0 were linked to insulin resistance and a higher prevalence of T2D. Conversely, three lactosylceramides (LCER 14:0, 16:0, and 24:1) showed a strong inverse relationship with both insulin resistance and T2D. These findings led to development of two sphingolipid scores. In the prospective analysis, these scores consistently predicted a reduced risk of T2D incidence in PREDIMED (HR: 0.64, 95% CI 0.44 to 0.94 and 0.58, 0.40 to 0.85 respectively) between extreme quartiles, with 5-year absolute risk differences of 9.6% (95% CI: 0.3-20.5%) and 11.4% (1.0-21.6%). They were validated in the same trial with samples obtained after 1 year of follow-up.

CONCLUSIONS

Our findings support the potential usefulness of circulating sphingolipid profiles as novel biomarkers for T2D risk. Moreover, this study opens the door for future research on the predictive value and possible protective roles of lactosylceramides in T2D.

摘要

背景

2型糖尿病(T2D)已成为全球性的大流行病。虽然神经酰胺可能是肥胖相关脂毒性与T2D之间的中介物,但与简单糖鞘脂的关系仍不明确。本研究的目的是描述血液中糖鞘脂和神经酰胺种类与T2D之间的关联,并确定一种可作为T2D风险新生物标志物的循环鞘脂谱。

方法

在来自MIDUS队列的2072名美国成年人中评估鞘脂水平、胰岛素抵抗和T2D患病率之间的横断面关系。前瞻性地,使用嵌套在PREDIMED试验中的病例队列设计(250例病例和692名参与者的随机样本,中位随访时间为3.8年)分析鞘脂种类与T2D发病率之间的关联。使用液相色谱/质谱法测量两个人群中鞘脂种类的循环水平。使用Barlow权重的加权Cox回归模型估计风险比。

结果

在美国成年人中,只有CER18:0和CER22:0与胰岛素抵抗和较高的T2D患病率相关。相反,三种乳糖神经酰胺(LCER 14:0、16:0和24:1)与胰岛素抵抗和T2D均呈强烈负相关。这些发现导致了两种鞘脂评分的产生。在前瞻性分析中,这些评分一致预测PREDIMED中T2D发病率的风险降低(HR分别为:0.64,95%CI 0.44至0.94和0.58,0.40至0.85),在极端四分位数之间,5年绝对风险差异分别为9.6%(95%CI:0.3-20.5%)和11.4%(1.0-21.6%)。它们在同一试验中使用随访1年后获得的样本进行了验证。

结论

我们的研究结果支持循环鞘脂谱作为T2D风险新生物标志物的潜在用途。此外,本研究为未来关于乳糖神经酰胺在T2D中的预测价值和可能的保护作用的研究打开了大门。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8072/11657495/99557dd5581e/12933_2024_2505_Fig1_HTML.jpg

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