Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, Maryland.
National Institute on Aging, National Institutes of Health, Baltimore, Maryland.
J Clin Endocrinol Metab. 2018 Sep 1;103(9):3331-3339. doi: 10.1210/jc.2018-00480.
Glucose metabolism becomes progressively impaired with older age. Fasting glucose and insulin resistance are risk factors for premature death and other adverse outcomes. We aimed to identifying plasma metabolites associated with altered glucose metabolism and insulin resistance in older community-dwelling adults.
A targeted metabolomics approach was used to identify plasma metabolites associated with impaired fasting plasma glucose, 2-hour plasma glucose on oral glucose tolerance testing, and homeostatic model assessment insulin resistance (HOMA-IR) in 472 participants who participated in the Baltimore Longitudinal Study of Aging, with a mean (SD) age of 70.7 (9.9) years.
We measured 143 plasma metabolites. In ordinal logistic regression analyses, using a false discovery rate of 5% and adjusting for potential confounders, we found that alanine, glutamic acid, and proline were significantly associated with increased odds of abnormal fasting plasma glucose. Phosphatidylcholine (diacyl C34:4, alkyl-acyl C32:1, C32:2, C34:2, C34:3, and C36:3) was associated with decreased odds of abnormal fasting plasma glucose. Glutamic and acid phosphatidylcholine alkyl-acyl C34:2 were associated with increased and decreased odds of 2-hour plasma glucose, respectively. Glutamic acid was associated with increased odds of higher tertiles of HOMA-IR. Glycine; phosphatidylcholine (diacyl C32:0, alkyl-acyl C32:1, C32:2, C34:1, C34:2, C34:3, C36:2, C36:3, C40:5, C40:6, C42:3, C42:4, and C42:5); sphingomyelin C16:0, C24:1, and C26:1; and lysophosphatidylcholine C18:1 were associated with decreased odds of abnormal HOMA-IR.
Targeted metabolomics identified four plasma amino acids and 16 plasma lipid species, primarily containing polyunsaturated fatty acids, that were associated with abnormal glucose metabolism and insulin resistance in older adults.
随着年龄的增长,葡萄糖代谢逐渐受损。空腹血糖和胰岛素抵抗是导致早逝和其他不良后果的危险因素。我们旨在确定与社区居住的老年成年人葡萄糖代谢和胰岛素抵抗改变相关的血浆代谢物。
使用靶向代谢组学方法,我们鉴定了与 472 名参加巴尔的摩老龄化纵向研究的参与者的空腹血糖受损、口服葡萄糖耐量试验 2 小时血糖和稳态模型评估胰岛素抵抗(HOMA-IR)相关的血浆代谢物,这些参与者的平均(标准差)年龄为 70.7(9.9)岁。
我们测量了 143 种血浆代谢物。在使用错误发现率 5%和调整潜在混杂因素的有序逻辑回归分析中,我们发现丙氨酸、谷氨酸和脯氨酸与异常空腹血糖的几率增加显著相关。磷脂酰胆碱(二酰 C34:4、烷基酰基 C32:1、C32:2、C34:2、C34:3 和 C36:3)与异常空腹血糖几率降低相关。谷氨酸和酸性磷脂酰胆碱烷基酰基 C34:2 分别与 2 小时血糖的几率增加和降低相关。谷氨酸与更高的 HOMA-IR 三分位的几率增加相关。甘氨酸;磷脂酰胆碱(二酰 C32:0、烷基酰基 C32:1、C32:2、C34:1、C34:2、C34:3、C36:2、C36:3、C40:5、C40:6、C42:3、C42:4 和 C42:5);神经鞘磷脂 C16:0、C24:1 和 C26:1;和溶血磷脂酰胆碱 C18:1 与异常 HOMA-IR 几率降低相关。
靶向代谢组学确定了四种血浆氨基酸和 16 种血浆脂质,主要含有多不饱和脂肪酸,与老年人葡萄糖代谢和胰岛素抵抗异常相关。