Yan Zheng, Maecker Holden T, Brodin Petter, Nygaard Unni C, Lyu Shu Chen, Davis Mark M, Nadeau Kari C, Andorf Sandra
Sean N. Parker Center for Allergy and Asthma Research, Stanford University School of Medicine, Stanford, CA, USA.
Institute for Immunity, Transplantation and Infection, Stanford University School of Medicine, Stanford, CA, USA.
Immun Ageing. 2021 Jan 18;18(1):5. doi: 10.1186/s12979-021-00216-1.
Broadly, much of variance in immune system phenotype has been linked to the influence of non-heritable factors rather than genetics. In particular, two non-heritable factors: aging and human cytolomegavirus (CMV) infection, have been known to account for significant inter-individual immune variance. However, many specific relationships between them and immune composition remain unclear, especially between individuals over narrower age ranges. Further exploration of these relationships may be useful for informing personalized intervention development.
To address this need, we evaluated 41 different cell type frequencies by mass cytometry and identified their relationships with aging and CMV seropositivity. Analyses were done using 60 healthy individuals, including 23 monozygotic twin pairs, categorized into young (12-31 years) and middle-aged (42-59 years). Aging and CMV discordance were associated with increased immune diversity between monozygotic twins overall, and particularly strongly in various T cell populations. Notably, we identified 17 and 11 cell subset frequencies as relatively influenced and uninfluenced by non-heritable factors, respectively, with results that largely matched those from studies on older-aged cohorts. Next, CD4+ T cell frequency was shown to diverge with age in twins, but with lower slope than in demographically similar non-twins, suggesting that much inter-individual variance in this cell type can be attributed to interactions between genetic and environmental factors. Several cell frequencies previously associated with memory inflation, such as CD27- CD8+ T cells and CD161+ CD4+ T cells, were positively correlated with CMV seropositivity, supporting findings that CMV infection may incur rapid aging of the immune system.
Our study confirms previous findings that aging, even within a relatively small age range and by mid-adulthood, and CMV seropositivity, both contribute significantly to inter-individual immune diversity. Notably, we identify several key immune cell subsets that vary considerably with aging, as well as others associated with memory inflation which correlate with CMV seropositivity.
总体而言,免疫系统表型的许多差异与非遗传因素而非基因的影响有关。特别是,已知两个非遗传因素:衰老和人类巨细胞病毒(CMV)感染,可导致个体间显著的免疫差异。然而,它们与免疫组成之间的许多具体关系仍不清楚,尤其是在年龄范围较窄的个体之间。进一步探索这些关系可能有助于指导个性化干预措施的制定。
为满足这一需求,我们通过质谱流式细胞术评估了41种不同细胞类型的频率,并确定了它们与衰老和CMV血清阳性的关系。分析使用了60名健康个体,包括23对同卵双胞胎,分为年轻组(12 - 31岁)和中年组(42 - 59岁)。总体而言,衰老和CMV不一致与同卵双胞胎之间免疫多样性增加有关,在各种T细胞群体中尤为明显。值得注意的是,我们分别确定了17个和11个细胞亚群频率受非遗传因素影响较大和较小,结果与老年队列研究基本一致。接下来,研究表明双胞胎中CD4 + T细胞频率随年龄变化,但斜率低于人口统计学上相似的非双胞胎,这表明该细胞类型个体间的许多差异可归因于遗传和环境因素的相互作用。先前与记忆膨胀相关的几种细胞频率,如CD27 - CD8 + T细胞和CD161 + CD4 + T细胞,与CMV血清阳性呈正相关,支持了CMV感染可能导致免疫系统快速衰老的研究结果。
我们的研究证实了先前的发现,即衰老,即使在相对较小的年龄范围内且到中年时,以及CMV血清阳性,都对个体间免疫多样性有显著贡献。值得注意的是,我们确定了几个随衰老有显著变化的关键免疫细胞亚群,以及其他与记忆膨胀相关且与CMV血清阳性相关的亚群。