Department of Biobehavioral Health, The Pennsylvania State University, University Park, USA.
Department of Human Development and Family Studies, The Pennsylvania State University, University Park, USA.
J Gerontol A Biol Sci Med Sci. 2022 Jun 1;77(6):1179-1188. doi: 10.1093/gerona/glab187.
Indices quantifying allostatic load (AL) and biological aging (BA) have independently received widespread use in epidemiological literature. However, little attention has been paid to their conceptual and quantitative overlap. By reviewing literature utilizing measures of AL and BA, and conducting comparative analysis, we highlight similarities and differences in biological markers employed and approach toward scale construction. Further, we outline opportunities where both types of indices might be improved by adopting methodological features of the other.
Using data from the National Survey of Midlife Development in the United States (N = 2055, age = 26-86), we constructed 3 AL indices: 1 common literature standard and 2 alternative formulations informed by previous work with measures of BA. The performance of AL indices was juxtaposed against 2 commonly employed BA indices: Klemera-Doubal Method Biological Age and Homeostatic Dysregulation.
All indices correlated with chronological age. Participants with higher AL and older BA performed worse on tests of physical and subjective functioning. Further, participants with increased life-course risk exposure exhibited higher AL and BA. Notably, alternative AL formulations tended to exhibit effect sizes equivalent to or larger than those observed for BA measures, and displayed superior mortality prediction.
In addition to their conceptual similarity, AL and BA indices also exhibit significant analytical similarity. Further, BA measures are robust to construction using a panel of biomarkers not observed in previous iterations, including carotenoids indexing antioxidant capacity. In turn, AL indices could benefit by adopting the methodological rigor formalized within BA composites, such as applying biomarker down-selection criteria.
评估身体应激(AL)和生物老化(BA)的指数已在流行病学文献中得到广泛应用。然而,人们对这两种指数的概念和定量重叠问题关注甚少。通过对利用 AL 和 BA 测量值的文献进行综述,并开展比较分析,我们突出了所采用的生物标志物以及构建量表方法方面的异同。此外,我们还概述了通过采用其他方法的方法学特征,这两种类型的指数在哪些方面可能得到改进。
使用来自美国全国中年发展调查的数据(N = 2055,年龄 = 26-86 岁),我们构建了 3 个 AL 指数:1 个常见文献标准和 2 个基于以前的 BA 测量值的替代公式。将 AL 指数的性能与 2 个常用的 BA 指数进行对比:Klemera-Doubal 生物学年龄法和体内平衡失调。
所有指数都与实际年龄相关。AL 和 BA 较高的参与者在身体和主观功能测试中表现较差。此外,生活轨迹风险暴露增加的参与者的 AL 和 BA 也更高。值得注意的是,替代的 AL 公式往往表现出与 BA 测量值相当或更大的效应量,并且具有更好的死亡率预测能力。
除了概念上的相似性外,AL 和 BA 指数还具有明显的分析相似性。此外,BA 测量值使用以前迭代中未观察到的生物标志物面板构建是稳健的,包括类胡萝卜素指数抗氧化能力。相反,AL 指数可以通过采用 BA 综合指数中正式的方法严谨性来受益,例如应用生物标志物选择标准。