Department of Epidemiology, University of Pittsburgh, Pennsylvania.
Laboratory of Epidemiology and Population Sciences, Intramural Research Program, National Institute on Aging, Bethesda, Maryland.
J Gerontol A Biol Sci Med Sci. 2021 Jan 18;76(2):378-384. doi: 10.1093/gerona/glaa112.
Frailty is more prevalent among black versus white older Americans. We previously identified 37 metabolites associated with the vigor to frailty spectrum using the Scale of Aging Vigor in Epidemiology (SAVE) among older black men from the Health, Aging, and Body Composition (Health ABC) study. Here, we sought to develop a metabolite composite score based on the 37 SAVE-associated metabolites and determine whether the composite score predicts mortality and whether it attenuates the association between frailty and mortality among older black men.
Plasma metabolites were measured using liquid chromatography-mass spectrometry. Most of the 37 metabolites were organic acids/derivatives or lipids. Metabolites were ranked into tertiles: tertiles associated with more vigorous SAVE scores were scored 0, mid-tertiles were scored 1, and tertiles associated with frailer SAVE scores were scored 2. Composite scores were the sum of metabolite tertile scores. We examined mortality associations using Cox regression. Percent attenuation estimated the extent to which metabolites attenuated the association between frailty and mortality.
One standard deviation frailer SAVE was associated with 30% higher mortality, adjusting for age and site (p = .0002); this association was attenuated by 56% after additionally adjusting for the metabolite composite score. In this model, one standard deviation higher metabolite composite score was associated with 46% higher mortality (p < .0001). Metabolite composite scores also predicted mortality (p = .045) in a validation sample of 120 older adults (40% men, 90% white).
These metabolites may provide a deeper characterization of the higher mortality that is associated with frailty among older adults.
衰弱在黑皮肤的美国老年人中比白皮肤的更为普遍。我们之前使用流行病学活力量表(SAVE)在健康、衰老和身体成分研究(Health ABC)中对老年黑人男性进行研究,发现了 37 种与从活力到衰弱谱相关的代谢物。在这里,我们试图基于与 37 种 SAVE 相关的代谢物建立一个代谢物综合评分,并确定该评分是否可以预测死亡率,以及它是否可以减弱衰弱与老年黑人男性死亡率之间的关联。
使用液相色谱-质谱法测量血浆代谢物。37 种代谢物中的大多数为有机酸/衍生物或脂质。将代谢物分为三分之一:与更有活力的 SAVE 评分相关的三分之一评分 0,中间三分之一评分 1,与更脆弱的 SAVE 评分相关的三分之一评分 2。综合评分是代谢物三分之一评分的总和。我们使用 Cox 回归检验死亡率相关性。衰减百分比估计了代谢物减弱衰弱与死亡率之间关联的程度。
SAVE 评分更脆弱一个标准差与死亡率增加 30%相关,调整年龄和地点后(p=0.0002);在另外调整代谢物综合评分后,该关联降低了 56%。在该模型中,代谢物综合评分每增加一个标准差,死亡率就会增加 46%(p<0.0001)。代谢物综合评分也可以预测死亡率(p=0.045),在 120 名老年人(40%为男性,90%为白人)的验证样本中。
这些代谢物可能为老年人中与衰弱相关的更高死亡率提供更深入的特征描述。