TY - JOUR
T1 - Specific Profiles Of Circulating Mediators Characterize Older Persons With Physical Frailty And Sarcopenia
AU - Calvani, Riccardo
AU - Picca, Anna
AU - Marini, Federico
AU - Biancolillo, Alessandra
AU - Gervasoni, Jacopo
AU - Persichilli, Silvia
AU - Primiano, Aniello
AU - Landi, Francesco
AU - Bernabei, Roberto
AU - Marzetti, Emanuele
PY - 2018
Y1 - 2018
N2 - Chronic inflammation, changes in body composition, muscle loss (sarcopenia) and decreasing homeostatic reserve (frailty) are hallmarks of aging. Several circulating inflammatory markers have been associated with these age-related conditions. However, a gold standard biomarker able to predict functional impairment in older adults is currently unavailable. Muscle is crucial for several metabolic processes, including protein/aminoacid metabolism. Perturbations in protein/aminoacid metabolism may play also a role in the development of physical frailty and sarcopenia (PF&S). The simultaneous analysis of an array of circulating aminoacid/metabolites and their relationship with inflammatory mediators may help gain insights in the pathophysiology of PF&S.
To this aim, we analyzed the profile of circulating inflammatory mediators and amino acids in older people with and without PF&S.
More than five hundred persons aged 70+ years were screened. Of these, sixty (20 men and 40 women; mean age 76.9±4.8 years) were diagnosed with PF&S. Thirty (14 men and 16 women) non-sarcopenic, non-frail persons were enrolled in the control group. A panel of 27 cytokines, chemokines and growth factors was analyzed via a multiplex, magnetic bead-based immunoassay on a Bio-Plex® System with Luminex xMap Technology. A panel of 37 serum amino acids and derivatives was assessed by UPLC-MS. Multi-block partial least squares discriminant analysis (PLS-DA) was employed to explore the relationship among inflammatory and amino acid profiles of people with PF&S. Double cross-validation procedures were used to validate the predictive ability of the PLS-DA model.
The optimal complexity of the PLS-DA model was found to be three latent variables. The proportion of correct classification was 85.5 ± 4.4 for persons with PF&S and 88.3 ± 3.6 for controls. As for the amino acid profile, people with PF&S showed higher levels of aspartic acid, asparagine, taurine, citrulline, alpha-aminobutyric acid, methionine, and glutamic acid. Increased levels of interleukin-8, myeloperoxidase, and platelet derived growth factor-BB were also found in people with PF&S.
The dissection of these patterns may provide novel insights into the role played by inflammatory mediators and protein/amino acid perturbations in the disabling cascade associated with PF&S and possible new targets for interventions.
AB - Chronic inflammation, changes in body composition, muscle loss (sarcopenia) and decreasing homeostatic reserve (frailty) are hallmarks of aging. Several circulating inflammatory markers have been associated with these age-related conditions. However, a gold standard biomarker able to predict functional impairment in older adults is currently unavailable. Muscle is crucial for several metabolic processes, including protein/aminoacid metabolism. Perturbations in protein/aminoacid metabolism may play also a role in the development of physical frailty and sarcopenia (PF&S). The simultaneous analysis of an array of circulating aminoacid/metabolites and their relationship with inflammatory mediators may help gain insights in the pathophysiology of PF&S.
To this aim, we analyzed the profile of circulating inflammatory mediators and amino acids in older people with and without PF&S.
More than five hundred persons aged 70+ years were screened. Of these, sixty (20 men and 40 women; mean age 76.9±4.8 years) were diagnosed with PF&S. Thirty (14 men and 16 women) non-sarcopenic, non-frail persons were enrolled in the control group. A panel of 27 cytokines, chemokines and growth factors was analyzed via a multiplex, magnetic bead-based immunoassay on a Bio-Plex® System with Luminex xMap Technology. A panel of 37 serum amino acids and derivatives was assessed by UPLC-MS. Multi-block partial least squares discriminant analysis (PLS-DA) was employed to explore the relationship among inflammatory and amino acid profiles of people with PF&S. Double cross-validation procedures were used to validate the predictive ability of the PLS-DA model.
The optimal complexity of the PLS-DA model was found to be three latent variables. The proportion of correct classification was 85.5 ± 4.4 for persons with PF&S and 88.3 ± 3.6 for controls. As for the amino acid profile, people with PF&S showed higher levels of aspartic acid, asparagine, taurine, citrulline, alpha-aminobutyric acid, methionine, and glutamic acid. Increased levels of interleukin-8, myeloperoxidase, and platelet derived growth factor-BB were also found in people with PF&S.
The dissection of these patterns may provide novel insights into the role played by inflammatory mediators and protein/amino acid perturbations in the disabling cascade associated with PF&S and possible new targets for interventions.
KW - Biomarkers
KW - Metabolomics
KW - Biomarkers
KW - Metabolomics
UR - http://hdl.handle.net/10807/243095
U2 - 10.1096/fasebj.2018.32.1_supplement.lb167
DO - 10.1096/fasebj.2018.32.1_supplement.lb167
M3 - Conference article
SN - 0892-6638
VL - 32
SP - 1
EP - 1
JO - THE FASEB JOURNAL
JF - THE FASEB JOURNAL
T2 - Experimental Biology
Y2 - 21 April 2018 through 25 April 2018
ER -