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深入的免疫细胞分析揭示了与衰弱的性别特异性关联。

In-depth immune cellular profiling reveals sex-specific associations with frailty.

作者信息

Samson Leonard Daniël, H Boots A Mieke, Ferreira José A, J Picavet H Susan, de Rond Lia G H, de Zeeuw-Brouwer Mary-Lène, Monique Verschuren W M, Buisman Anne-Marie, Engelfriet Peter

机构信息

National Institute of Public Health and the Environment, Bilthoven, 3722 BA Netherlands.

Department of Rheumatology and Clinical Immunology, University Medical Center Groningen, University of Groningen, Groningen, 9727 Netherlands.

出版信息

Immun Ageing. 2020 Jun 23;17:20. doi: 10.1186/s12979-020-00191-z. eCollection 2020.

Abstract

BACKGROUND

With advancing age, the composition of leukocyte subpopulations in peripheral blood is known to change, but how this change differs between men and women and how it relates to frailty is poorly understood. Our aim in this exploratory study was to investigate whether frailty is associated with changes in immune cell subpopulations and whether this differs between men and women. Therefore, we performed in-depth immune cellular profiling by enumerating a total of 37 subpopulations of T cells, B cells, NK cells, monocytes, and neutrophils in peripheral blood of 289 elderly people between 60-87 years of age. Associations between frailty and each immune cell subpopulation were tested separately in men and women and were adjusted for age and CMV serostatus. In addition, a random forest algorithm was used to predict a participant's frailty score based on enumeration of immune cell subpopulations.

RESULTS

In the association study, frailty was found to be associated with increased numbers of neutrophils in both men and in women. Frailer women, but not men, showed higher numbers of total and CD16 monocytes, and lower numbers of both CD56 T cells and late differentiated CD4 TemRA cells. The random forest algorithm confirmed all the findings of the association studies in men and women. In men, the predictive accuracy of the algorithm was too low (5.5%) to warrant additional conclusions on top of the ones derived from the association study. In women however, the predictive accuracy was higher (23.1%), additionally revealing that total T cell numbers and total lymphocyte numbers also contribute in predicting frailty.

CONCLUSIONS

In-depth immune cellular profiling revealed consistent associations of frailty with elevated numbers of myeloid cell subpopulations in both men and women. Furthermore, additional associations were found between frailty and lower numbers of some T cell subpopulations, in women only. Thus, our study indicates sex-specific associations of immune subpopulations with frailty. We hope that our study will prompt further investigation into the sex-specific immune mechanisms associated with the development of frailty.

摘要

背景

随着年龄的增长,外周血白细胞亚群的组成会发生变化,但这种变化在男性和女性之间的差异以及与衰弱的关系尚不清楚。本探索性研究的目的是调查衰弱是否与免疫细胞亚群的变化相关,以及这种相关性在男性和女性之间是否存在差异。因此,我们对289名年龄在60 - 87岁的老年人外周血中的T细胞、B细胞、NK细胞、单核细胞和中性粒细胞的37个亚群进行了深入的免疫细胞分析。分别在男性和女性中测试了衰弱与每个免疫细胞亚群之间的关联,并对年龄和巨细胞病毒血清状态进行了调整。此外,使用随机森林算法根据免疫细胞亚群的计数预测参与者的衰弱评分。

结果

在关联研究中,发现衰弱与男性和女性中性粒细胞数量增加有关。衰弱的女性(而非男性)表现出总单核细胞和CD16单核细胞数量较多,而CD56 T细胞和晚期分化的CD4 TemRA细胞数量较少。随机森林算法证实了关联研究在男性和女性中的所有发现。在男性中,该算法的预测准确性过低(5.5%),无法在关联研究得出的结论之外得出更多结论。然而,在女性中,预测准确性较高(23.1%),此外还表明总T细胞数量和总淋巴细胞数量也有助于预测衰弱。

结论

深入的免疫细胞分析揭示了衰弱与男性和女性髓样细胞亚群数量增加之间的一致关联。此外,仅在女性中发现衰弱与某些T细胞亚群数量减少之间存在额外关联。因此,我们的研究表明免疫亚群与衰弱存在性别特异性关联。我们希望我们的研究将促使对与衰弱发展相关的性别特异性免疫机制进行进一步研究。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7b4a/7310472/610347b6e47e/12979_2020_191_Fig1_HTML.jpg

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