Inflammatory signatures in older persons with physical frailty and sarcopenia: The frailty "cytokinome" at its core

被引:84
作者
Marzetti, Emanuele [1 ]
Picca, Anna [1 ,2 ]
Marini, Federico [3 ]
Biancolillo, Alessandra [3 ]
Coelho-Junior, Helio Jose [2 ,4 ]
Gervasoni, Jacopo [1 ,2 ]
Bossola, Maurizio [1 ,2 ]
Cesari, Matteo [5 ,6 ]
Onder, Graziano [1 ,2 ]
Landi, Francesco [1 ,2 ]
Bernabei, Roberto [1 ,2 ]
Calvani, Riccardo [1 ,2 ]
机构
[1] Fdn Policlin Univ Agostino Gemelli IRCCS, Rome, Italy
[2] Univ Cattolica Sacro Cuore, Rome, Italy
[3] Sapienza Univ Roma, Dept Chem, Rome, Italy
[4] Univ Estadual Campinas, Sch Phys Educ, Appl Kinesiol Lab LCA, Campinas, SP, Brazil
[5] Univ Milan, Dept Clin Sci & Community Hlth, Milan, Italy
[6] IRCCS Ca Granda Osped Maggiore Policlin, Geriatr Unit, Milan, Italy
关键词
Aging; Cytokines; Physical performance; Multi-block partial least squares - discriminant analysis; Inflammaging; Biomarkers; SKELETAL-MUSCLE REGENERATION; MOBILITY LIMITATION; PERFORMANCE; CELLS; NEUTROPHIL; CHEMOKINES; MORTALITY; MARKERS; MCP-1; ASSOCIATION;
D O I
10.1016/j.exger.2019.04.019
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: The construct of physical frailty and sarcopenia (PF&S) identifies an age-related pre-disability condition defined by reduced physical performance and low muscle mass. Whether PF&S is characterized by perturbations of the cytokine network is presently unclear. Furthermore, the existence of gender-specific inflammatory profiles of PF&S is unknown. This study was designed to explore the association between a large panel of inflammatory biomolecules and PF&S in older adults through a multivariate statistical approach. Gender-specific inflammatory patterns were also explored. Methods: One-hundred community-dwellers aged 70 years and older with PF&S and 100 non-sarcopenic, non-frail controls (nonPF&S) were enrolled. A panel of 30 circulating inflammatory biomarkers was assayed. Partial least squares discriminant analysis (PLS-DA) was employed to explore the relationship between inflammatory molecules and PF&S. Separate PLS-DA models were built for the whole sample and the two genders. Double cross-validation procedures were used to validate the predictive ability of PLS-DA models. Results: The optimal complexity of the PLS-DA model built on the whole sample was found to be four latent variables. The proportion of correct classification was 75.6 +/- 1.3% (82.3 +/- 1.6% for enrollees with PF&S and 68.7 +/- 2.5% for nonPF&S controls). The inflammatory profile of people with PF&S was defined by higher levels of P-selectin, C-reactive protein (CRP), and interferon gamma-induced protein 10. NonPF&S participants were characterized by higher levels of myeloperoxidase (MPO), interleukin (IL) 8, monocyte chemoattractant protein 1 (MCP-1), macrophage inflammatory protein 1-alpha, platelet-derived growth factor (PDGF) BB. Gender-specific PLS-DA allowed identifying a "core" inflammatory signature of PF&S, composed by higher levels of CRP, and lower concentrations of MPO, IL8, MCP-1, and PDGF-BB, with peculiar patterns of relationships for men and women. Conclusions: A core inflammatory profile was identified in people with PF&S with a gender-specific signature. The dissection of the PF&S "cytokinome" will provide novel insights into the role played by inflammation in the disabling cascade and allow designing personalized treatment strategies.
引用
收藏
页码:129 / 138
页数:10
相关论文
共 70 条
[1]   Significance of serum immune markers in identification of global functional impairment in the oldest old: cross-sectional results from the BELFRAIL study [J].
Adriaensen, Wim ;
Mathei, Catharina ;
van Pottelbergh, Gijs ;
Vaes, Bert ;
Legrand, Delphine ;
Wallemacq, Pierre ;
Degryse, Jean-Marie .
AGE, 2014, 36 (01) :457-467
[2]   The effect of sex on immune cells in healthy aging: Elderly women have more robust natural killer lymphocytes than do elderly men [J].
Al-Attar, Ahmad ;
Presnell, Steven R. ;
Peterson, Charlotte A. ;
Thomas, D. Travis ;
Lutz, Charles T. .
MECHANISMS OF AGEING AND DEVELOPMENT, 2016, 156 :25-33
[3]   Inflammation and sarcopenia: A systematic review and meta-analysis [J].
Bano, Giulia ;
Trevisan, Caterina ;
Carraro, Sara ;
Solmi, Marco ;
Luchini, Claudio ;
Stubbs, Brendon ;
Manzato, Enzo ;
Sergi, Giuseppe ;
Veronese, Nicola .
MATURITAS, 2017, 96 :10-15
[4]   Pro-inflammatory capacity of classically activated monocytes relates positively to muscle mass and strength [J].
Beenakker, Karel G. M. ;
Westendorp, Rudi G. J. ;
de Craen, Anton J. M. ;
Slagboom, Pieternella E. ;
van Heemst, Diana ;
Maier, Andrea B. .
AGING CELL, 2013, 12 (04) :682-689
[5]   Alterations in the in vitro and in vivo regulation of muscle regeneration in healthy ageing and the influence of sarcopenia [J].
Brzeszczynska, Joanna ;
Meyer, Angelika ;
McGregor, Robin ;
Schilb, Alain ;
Degen, Simone ;
Tadini, Valentina ;
Johns, Neil ;
Langen, Ramon ;
Schols, Annemie ;
Glass, David J. ;
Roubenoff, Ronenn ;
Ross, James A. ;
Fearon, Kenneth C. H. ;
Greig, Carolyn A. ;
Jacobi, Carsten .
JOURNAL OF CACHEXIA SARCOPENIA AND MUSCLE, 2018, 9 (01) :93-105
[6]   The Confluence of Sex Hormones and Aging on Immunity [J].
Bupp, Melanie R. Gubbels ;
Potluri, Tanvi ;
Fink, Ashley L. ;
Klein, Sabra L. .
FRONTIERS IN IMMUNOLOGY, 2018, 9
[7]   Iron deficiency in the elderly population, revisited in the hepcidin era [J].
Busti, Fabiana ;
Campostrini, Natascia ;
Martinelli, Nicola ;
Girelli, Domenico .
FRONTIERS IN PHARMACOLOGY, 2014, 5
[8]   Ageing and the neutrophil: no appetite for killing? [J].
Butcher, S ;
Chahel, H ;
Lord, JM .
IMMUNOLOGY, 2000, 100 (04) :411-416
[9]   The "BIOmarkers associated with Sarcopenia and PHysical frailty in EldeRly pErsons" (BIOSPHERE) study: Rationale, design and methods [J].
Calvani, Riccardo ;
Picca, Anna ;
Marini, Federico ;
Biancolillo, Alessandra ;
Cesari, Matteo ;
Pesce, Vito ;
Lezza, Angela Maria Serena ;
Bossola, Maurizio ;
Leeuwenburgh, Christiaan ;
Bernabei, Roberto ;
Landi, Francesco ;
Marzetti, Emanuele .
EUROPEAN JOURNAL OF INTERNAL MEDICINE, 2018, 56 :19-25
[10]   Biomarkers for physical frailty and sarcopenia [J].
Calvani, Riccardo ;
Marini, Federico ;
Cesari, Matteo ;
Tosato, Matteo ;
Picca, Anna ;
Anker, Stefan D. ;
von Haehling, Stephan ;
Miller, Ram R. ;
Bernabei, Roberto ;
Landi, Francesco ;
Marzetti, Emanuele .
AGING CLINICAL AND EXPERIMENTAL RESEARCH, 2017, 29 (01) :29-34