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

被引:21
作者
Samson, Leonard Daniel [1 ,2 ]
Boots, A. Mieke H. [2 ]
Ferreira, Jose A. [1 ]
Picavet, H. Susan J. [1 ]
de Rond, Lia G. H. [1 ]
de Zeeuw-Brouwer, Mary-lene [1 ]
Monique Verschuren, W. M. [1 ,3 ]
Buisman, Anne-Marie [1 ]
Engelfriet, Peter [1 ]
机构
[1] Natl Inst Publ Hlth & Environm, NL-3722 BA Bilthoven, Netherlands
[2] Univ Groningen, Univ Med Ctr Groningen, Dept Rheumatol & Clin Immunol, NL-9727 Groningen, Netherlands
[3] Univ Utrecht, Univ Med Ctr Utrecht, Julius Ctr Hlth Sci & Primary Care, NL-3553 Utrecht, Netherlands
关键词
Frailty; Immune cellular profiling; Immunosenescence; Sex-specific immune profile; Immune homeostasis; Healthy aging; CYTOMEGALOVIRUS-INFECTION; COHORT PROFILE; OLDER-ADULTS; R PACKAGE; LIFE-SPAN; AGE; INFLAMMATION; CLASSIFICATION; SYSTEM; HEALTH;
D O I
10.1186/s12979-020-00191-z
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 100203 ;
摘要
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.
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页数:13
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共 62 条
  • [41] Pournelle G. H., 1953, Journal of Mammalogy, V34, P133
  • [42] Detection of CD16low neutrophil subpopulations
    Rieral, N
    Canalejo, K
    Aixalá, M
    Rosso, M
    Gaddi, E
    de Bracco, MMD
    Galassi, N
    [J]. CYTOMETRY PART B-CLINICAL CYTOMETRY, 2003, 51B (01): : 45 - 46
  • [43] Changes in relative fitness and frailty across the adult lifespan: evidence from the Canadian National Population Health Survey
    Rockwood, Kenneth
    Song, Xiaowei
    Mitnitski, Arnold
    [J]. CANADIAN MEDICAL ASSOCIATION JOURNAL, 2011, 183 (08) : E487 - E494
  • [44] Frailty is associated with elevated CRP trajectories and higher numbers of neutrophils and monocytes
    Samson, Leonard Daniel
    Boots, A. Mieke H.
    Verschuren, W. M. Monique
    Picavet, H. Susan J.
    Engelfriet, Peter
    Buisman, Anne-Marie
    [J]. EXPERIMENTAL GERONTOLOGY, 2019, 125
  • [45] Accumulation of memory T cells from childhood to old age:: Central and effector memory cells in CD4+ versus effector memory and terminally differentiated memory cells in CD8+ compartment
    Saule, P
    Trauet, J
    Dutriez, V
    Lekeux, W
    Dessaint, JP
    Labalette, M
    [J]. MECHANISMS OF AGEING AND DEVELOPMENT, 2006, 127 (03) : 274 - 281
  • [46] Chronic cytomegalovirus infection and inflammation are associated with prevalent frailty in community-dwelling older women
    Schmaltz, HN
    Fried, LP
    Xue, QL
    Walston, J
    Leng, SX
    Semba, RD
    [J]. JOURNAL OF THE AMERICAN GERIATRICS SOCIETY, 2005, 53 (05) : 747 - 754
  • [47] Design of a frailty index among community living middle-aged and older people: The Rotterdam study
    Schoufour, Josje D.
    Erler, Nicole S.
    Jaspers, Loes
    Kiefte-de Jong, Jessica C.
    Voortman, Trudy
    Ziere, Gijsbertus
    Lindemans, Jan
    Klaver, Caroline C.
    Tiemeier, Henning
    Stricker, Bruno
    Ikram, Arfan M.
    Laven, Joop S. E.
    Brusselle, Guy G. O.
    Rivadeneira, Fernando
    Franco, Oscar H.
    [J]. MATURITAS, 2017, 97 : 14 - 20
  • [48] A standard procedure for creating a frailty index
    Searle S.D.
    Mitnitski A.
    Gahbauer E.A.
    Gill T.M.
    Rockwood K.
    [J]. BMC Geriatrics, 8 (1)
  • [49] Inflammation and frailty in the elderly: A systematic review and meta-analysis
    Soysal, Pinar
    Stubbs, Brendon
    Lucato, Paola
    Luchini, Claudio
    Solmi, Marco
    Peluso, Roberto
    Sergi, Giuseppe
    Isik, Ahmet Turan
    Manzato, Enzo
    Maggi, Stefania
    Maggio, Marcello
    Prina, A. Matthew
    Cosco, Theodore D.
    Wu, Yu-Tzu
    Veronese, Nicola
    [J]. AGEING RESEARCH REVIEWS, 2016, 31 : 1 - 8
  • [50] Neutrophils-related host factors associated with severe disease and fatality in patients with influenza infection
    Tang, Benjamin M.
    Shojaei, Maryam
    Teoh, Sally
    Meyers, Adrienne
    Ho, John
    Ball, T. Blake
    Keynan, Yoav
    Pisipati, Amarnath
    Kumar, Aseem
    Eisen, Damon P.
    Lai, Kevin
    Gillett, Mark
    Santram, Rahul
    Geffers, Robert
    Schreiber, Jens
    Mozhui, Khyobeni
    Huang, Stephen
    Parnell, Grant P.
    Nalos, Marek
    Holubova, Monika
    Chew, Tracy
    Booth, David
    Kumar, Anand
    McLean, Anthony
    Schughart, Klaus
    [J]. NATURE COMMUNICATIONS, 2019, 10 (1)