Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA 30322, USA.
School of Global Integrative Studies, University of Nebraska, Lincoln, NE 68508, USA.
Aging (Albany NY). 2024 Jun 13;16(11):9350-9368. doi: 10.18632/aging.205943.
Prior studies showed increased age acceleration (AgeAccel) is associated with worse cognitive function among old adults. We examine the associations of childhood, adolescence and midlife cognition with AgeAccel based on DNA methylation (DNAm) in midlife. Data are from 359 participants who had cognition measured in childhood and adolescence in the Child Health and Development study, and had cognition, blood based DNAm measured during midlife in the Disparities study. Childhood cognition was measured by Raven's Progressive Matrices and Peabody Picture Vocabulary Test (PPVT). Adolescent cognition was measured only by PPVT. Midlife cognition included Wechsler Test of Adult Reading (WTAR), Verbal Fluency (VF), Digit Symbol (DS). AgeAccel measures including Horvath, Hannum, PhenoAge, GrimAge and DunedinPACE were calculated from DNAm. Linear regressions adjusted for potential confounders were utilized to examine the association between each cognitive measure in relation to each AgeAccel. There are no significant associations between childhood cognition and midlife AgeAccel. A 1-unit increase in adolescent PPVT, which measures crystalized intelligence, is associated with 0.048-year decrease of aging measured by GrimAge and this association is attenuated after adjustment for adult socioeconomic status. Midlife crystalized intelligence measure WTAR is negatively associated with PhenoAge and DunedinPACE, and midlife fluid intelligence measure (DS) is negatively associated with GrimAge, PhenoAge and DunedinPACE. AgeAccel is not associated with VF in midlife. In conclusion, our study showed the potential role of cognitive functions at younger ages in the process of biological aging. We also showed a potential relationship of both crystalized and fluid intelligence with aging acceleration.
先前的研究表明,年龄加速(AgeAccel)与老年人认知功能下降有关。我们基于中年时的 DNA 甲基化(DNAm),研究了童年、青少年和中年认知与 AgeAccel 的关联。这些数据来自 359 名参与者,他们在儿童健康与发展研究中接受了童年和青少年时期的认知测试,在差异研究中接受了认知和基于血液的 DNAm 测试。童年认知通过瑞文渐进式矩阵和皮博迪图片词汇测试(PPVT)进行测量。青少年认知仅通过 PPVT 进行测量。中年认知包括韦氏成人阅读测验(WTAR)、言语流畅性(VF)、数字符号(DS)。Horvath、Hannum、PhenoAge、GrimAge 和 DunedinPACE 等 AgeAccel 指标是从 DNAm 中计算得出的。利用线性回归模型,在调整潜在混杂因素后,分析每个认知测试与每个 AgeAccel 的关联。童年认知与中年 AgeAccel 之间没有显著关联。青少年 PPVT 增加 1 个单位,即衡量晶体智力的指标,与 GrimAge 测量的衰老程度降低 0.048 年,而这种关联在调整成人社会经济地位后会减弱。中年晶体智力测量指标 WTAR 与 PhenoAge 和 DunedinPACE 呈负相关,而中年流体智力测量指标(DS)与 GrimAge、PhenoAge 和 DunedinPACE 呈负相关。中年 VF 与 AgeAccel 不相关。综上所述,我们的研究表明,年轻时的认知功能在生物衰老过程中可能发挥作用。我们还表明,晶体智力和流体智力都与加速衰老有潜在关系。