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循环游离脂肪酸和磷脂特征可预测 1 型糖尿病患者早期肾功能快速下降。

Circulating Free Fatty Acid and Phospholipid Signature Predicts Early Rapid Kidney Function Decline in Patients With Type 1 Diabetes.

机构信息

Department of Internal Medicine-Nephrology, University of Michigan, Ann Arbor, MI

Michigan Regional Comprehensive Metabolomics Resource Core, University of Michigan, Ann Arbor, MI.

出版信息

Diabetes Care. 2021 Sep;44(9):2098-2106. doi: 10.2337/dc21-0737. Epub 2021 Jul 8.

Abstract

OBJECTIVES

Patients with type 1 diabetes (T1D) exhibit modest lipid abnormalities as measured by traditional metrics. This study aimed to identify lipidomic predictors of rapid decline of kidney function in T1D.

RESEARCH DESIGN AND METHODS

In a case-control study, 817 patients with T1D from three large cohorts were randomly split into training and validation subsets. Case was defined as >3 mL/min/1.73 m per year decline in estimated glomerular filtration rate (eGFR), while control was defined as <1 mL/min/1.73 m per year decline over a minimum 4-year follow-up. Lipids were quantified in baseline serum samples using a targeted mass spectrometry lipidomic platform.

RESULTS

At individual lipids, free fatty acid (FFA)20:2 was directly and phosphatidylcholine (PC)16:0/22:6 was inversely and independently associated with rapid eGFR decline. When examined by lipid class, rapid eGFR decline was characterized by higher abundance of unsaturated FFAs, phosphatidylethanolamine (PE)-Ps, and PCs with an unsaturated acyl chain at the sn1 carbon, and by lower abundance of saturated FFAs, longer triacylglycerols, and PCs, PEs, PE-Ps, and PE-Os with an unsaturated acyl chain at the sn1 carbon at eGFR ≥90 mL/min/1.73 m. A multilipid panel consisting of unsaturated FFAs and saturated PE-Ps predicted rapid eGFR decline better than individual lipids (C-statistic, 0.71) and improved the C-statistic of the clinical model from 0.816 to 0.841 ( = 0.039). Observations were confirmed in the validation subset.

CONCLUSIONS

Distinct from previously reported predictors of GFR decline in type 2 diabetes, these findings suggest differential incorporation of FFAs at the sn1 carbon of the phospholipids' glycerol backbone as an independent predictor of rapid GFR decline in T1D.

摘要

目的

1 型糖尿病(T1D)患者的血脂异常程度适中,可通过传统指标进行测量。本研究旨在确定脂质组学预测 T1D 患者肾功能快速下降的指标。

方法

在一项病例对照研究中,将来自三个大型队列的 817 名 T1D 患者随机分为训练集和验证集。病例定义为 eGFR 每年下降>3 mL/min/1.73 m,而对照组定义为 eGFR 每年下降<1 mL/min/1.73 m,随访时间至少为 4 年。使用靶向质谱脂质组学平台在基线血清样本中定量测定脂质。

结果

在个体脂质中,游离脂肪酸(FFA)20:2 与快速 eGFR 下降呈直接相关,而磷脂酰胆碱(PC)16:0/22:6 与快速 eGFR 下降呈负相关且独立相关。按脂质类别检查时,快速 eGFR 下降的特征是具有不饱和酰基链的 sn1 碳的不饱和 FFAs、磷脂酰乙醇胺(PE)-Ps 和 PCs 的丰度较高,具有不饱和酰基链的 sn1 碳的饱和 FFAs、较长的三酰基甘油以及 PCs、PEs、PE-Ps 和 PE-Os 的丰度较低,eGFR≥90 mL/min/1.73 m。由不饱和 FFAs 和饱和 PE-Ps 组成的多脂质组预测快速 eGFR 下降的效果优于单个脂质(C 统计量为 0.71),并将临床模型的 C 统计量从 0.816 提高到 0.841(=0.039)。在验证集中得到了验证。

结论

与之前报道的 2 型糖尿病 GFR 下降的预测因子不同,这些发现表明,在 T1D 中,甘油磷脂 sn1 碳上的 FFA 不同程度地掺入作为快速 GFR 下降的独立预测因子。

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