Fahrmann Johannes, Grapov Dmitry, Yang Jun, Hammock Bruce, Fiehn Oliver, Bell Graeme I, Hara Manami
National Institutes of Health West Coast Metabolomics Center, University of California Davis, Davis, California;
Department of Entomology and Cancer Center, University of California Davis, Davis, California; and.
Am J Physiol Endocrinol Metab. 2015 Jun 1;308(11):E978-89. doi: 10.1152/ajpendo.00019.2015. Epub 2015 Apr 7.
Nonobese diabetic (NOD) mice are a commonly used model of type 1 diabetes (T1D). However, not all animals will develop overt diabetes despite undergoing similar autoimmune insult. In this study, a comprehensive metabolomic approach, consisting of gas chromatography time-of-flight (GC-TOF) mass spectrometry (MS), ultra-high-performance liquid chromatography-accurate mass quadruple time-of-flight (UHPLC-qTOF) MS and targeted UHPLC-tandem mass spectrometry-based methodologies, was used to capture metabolic alterations in the metabolome and lipidome of plasma from NOD mice progressing or not progressing to T1D. Using this multi-platform approach, we identified >1,000 circulating lipids and metabolites in male and female progressor and nonprogressor animals (n = 71). Statistical and multivariate analyses were used to identify age- and sex-independent metabolic markers, which best differentiated metabolic profiles of progressors and nonprogressors. Key T1D-associated perturbations were related with 1) increases in oxidation products glucono-δ-lactone and galactonic acid and reductions in cysteine, methionine and threonic acid, suggesting increased oxidative stress; 2) reductions in circulating polyunsaturated fatty acids and lipid signaling mediators, most notably arachidonic acid (AA) and AA-derived eicosanoids, implying impaired states of systemic inflammation; 3) elevations in circulating triacylglyercides reflective of hypertriglyceridemia; and 4) reductions in major structural lipids, most notably lysophosphatidylcholines and phosphatidylcholines. Taken together, our results highlight the systemic perturbations that accompany a loss of glycemic control and development of overt T1D.
非肥胖糖尿病(NOD)小鼠是1型糖尿病(T1D)常用的模型。然而,尽管受到相似的自身免疫损伤,但并非所有动物都会发展为显性糖尿病。在本研究中,采用了一种综合代谢组学方法,包括气相色谱飞行时间(GC-TOF)质谱(MS)、超高效液相色谱-精确质量四极杆飞行时间(UHPLC-qTOF)MS以及基于靶向UHPLC串联质谱的方法,来捕捉进展为或未进展为T1D的NOD小鼠血浆代谢组和脂质组中的代谢变化。使用这种多平台方法,我们在雄性和雌性进展者和非进展者动物(n = 71)中鉴定出了1000多种循环脂质和代谢物。通过统计和多变量分析来识别与年龄和性别无关的代谢标志物,这些标志物能最好地区分进展者和非进展者的代谢谱。与T1D相关的关键扰动与以下方面有关:1)氧化产物葡萄糖酸-δ-内酯和半乳糖酸增加,以及半胱氨酸、蛋氨酸和苏氨酸减少,表明氧化应激增加;2)循环多不饱和脂肪酸和脂质信号介质减少,最显著的是花生四烯酸(AA)和AA衍生的类二十烷酸,这意味着全身炎症状态受损;3)反映高甘油三酯血症的循环甘油三酯升高;4)主要结构脂质减少,最显著的是溶血磷脂酰胆碱和磷脂酰胆碱。综上所述,我们的结果突出了血糖控制丧失和显性T1D发展过程中伴随的全身扰动。