Frailty and sarcopenia metabolomic signatures in kidney transplant candidates: the FRAILMar study

被引:0
作者
Madrid-Gambin, Francisco [1 ]
Perez-Saez, Maria Jose [2 ,3 ]
Gomez-Gomez, Alex [1 ]
Haro, Noemi [1 ]
Redondo-Pachon, Dolores [2 ,3 ]
Davalos-Yerovi, Vanessa [4 ]
Marco, Ester [4 ]
Crespo, Marta [2 ,3 ]
Pozo, Oscar J. [1 ]
Pascual, Julio [2 ,3 ,5 ]
FRAILMar Study Group, Maria Jose
机构
[1] Hosp Mar Res Inst, Appl Metabol Res Grp, Barcelona, Spain
[2] Hosp Mar, Nephrol Dept, Barcelona, Spain
[3] Hosp Mar Res Inst, Nephropathies Res Grp, Barcelona, Spain
[4] Univ Autonoma Barcelona, Hosp Mar Hosp Esperanca, Hosp Mar Res Inst, Phys Med & Rehabil Dept,Rehabilitat Res Grp,Parc S, Barcelona, Spain
[5] Hosp Univ 12 Octubre, Nephrol Dept, Madrid, Spain
关键词
chronic kidney disease; frailty; metabolomics; sarcopenia; transplant; BIOMARKERS; ADULTS;
D O I
10.1093/ckj/sfae366
中图分类号
R5 [内科学]; R69 [泌尿科学(泌尿生殖系疾病)];
学科分类号
1002 ; 100201 ;
摘要
Background Sarcopenia and frailty are often overlooked in assessing kidney transplant (KT) candidates with chronic kidney disease (CKD), potentially leading to poor post-transplant outcomes. This study aimed to identify metabolites associated with frailty and sarcopenia in KT candidates from the FRAILMar study.Methods Between June 2016 and June 2020, we evaluated frailty and sarcopenia in 173 KT candidates using the Physical Frailty Phenotype and EGWSOP-2 criteria, respectively. Seventy-five metabolic markers from targeted pathways, previously linked to CKD, sarcopenia or frailty, were measured in serum samples. These markers were analyzed using adjusted and weighted generalized linear models. Metabolomic data were integrated with multi-modal data, such as comorbidities, using a factor-based integration algorithm to identify metabolic phenotypes.Results Increased metabolites related to energy metabolism and essential amino acids were associated with frailty, mainly Krebs cycle intermediates. Sarcopenic KT candidates showed lower levels of aromatic amino acids, and lower protein/muscle metabolism, energy metabolism and neurotransmission compared with non-sarcopenic patients. Unsupervised multi-modal integration revealed a high-risk metabolic phenotype characterized by the presence of sarcopenia, diabetes mellitus and low body mass index, with alterations in branched-chain amino acids and high activity of lactate dehydrogenase enzyme.Conclusions Frailty and sarcopenia are common among KT candidates, and their metabolic status reveals notable disruptions in energy and amino acid metabolism. These findings highlight the value of a detailed metabolic assessment to more accurately evaluate patient health status prior to transplantation. 10.1093/ckj/sfae366 Video Abstract Watch the video abstract of this contribution sfae366Media1 6366814563112
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页数:10
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共 44 条
  • [1] MOFA plus : a statistical framework for comprehensive integration of multi-modal single-cell data
    Argelaguet, Ricard
    Arnol, Damien
    Bredikhin, Danila
    Deloro, Yonatan
    Velten, Britta
    Marioni, John C.
    Stegle, Oliver
    [J]. GENOME BIOLOGY, 2020, 21 (01)
  • [2] The Role of the Kynurenine Pathway in the Pathophysiology of Frailty, Sarcopenia, and Osteoporosis
    Ballesteros, Juan
    Rivas, Daniel
    Duque, Gustavo
    [J]. NUTRIENTS, 2023, 15 (14)
  • [3] Mitochondrial energetics in the kidney
    Bhargava, Pallavi
    Schnellmann, Rick G.
    [J]. NATURE REVIEWS NEPHROLOGY, 2017, 13 (10) : 629 - 646
  • [4] Identification of a Circulating Amino Acid Signature in Frail Older Persons with Type 2 Diabetes Mellitus: Results from the Metabofrail Study
    Calvani, Riccardo
    Rodriguez-Manas, Leocadio
    Picca, Anna
    Marini, Federico
    Biancolillo, Alessandra
    Laosa, Olga
    Pedraza, Laura
    Gervasoni, Jacopo
    Primiano, Aniello
    Conta, Giorgia
    Bourdel-Marchasson, Isabelle
    Regueme, Sophie C.
    Bernabei, Roberto
    Marzetti, Emanuele
    Sinclair, Alan J.
    Gambassi, Giovanni
    [J]. NUTRIENTS, 2020, 12 (01)
  • [5] A Distinct Pattern of Circulating Amino Acids Characterizes Older Persons with Physical Frailty and Sarcopenia: Results from the BIOSPHERE Study
    Calvani, Riccardo
    Picca, Anna
    Marini, Federico
    Biancolillo, Alessandra
    Gervasoni, Jacopo
    Persichilli, Silvia
    Primiano, Aniello
    Coelho-Junior, Helio Jose
    Bossola, Maurizio
    Urbani, Andrea
    Landi, Francesco
    Bernabei, Roberto
    Marzetti, Emanuele
    [J]. NUTRIENTS, 2018, 10 (11)
  • [6] Metabolomics for personalized medicine: the input of analytical chemistry from biomarker discovery to point-of-care tests
    Castelli, Florence Anne
    Rosati, Giulio
    Moguet, Christian
    Fuentes, Celia
    Marrugo-Ramirez, Jose
    Lefebvre, Thibaud
    Volland, Herve
    Merkoci, Arben
    Simon, Stephanie
    Fenaille, Francois
    Junot, Christophe
    [J]. ANALYTICAL AND BIOANALYTICAL CHEMISTRY, 2022, 414 (02) : 759 - 789
  • [7] Frailty in Older Persons
    Cesar, Matteo
    Calvani, Riccardo
    Marzetti, Emanuele
    [J]. CLINICS IN GERIATRIC MEDICINE, 2017, 33 (03) : 293 - +
  • [8] Rationale for a preliminary operational definition of physical frailty and sarcopenia in the SPRINTT trial
    Cesari, Matteo
    Landi, Francesco
    Calvani, Riccardo
    Cherubini, Antonio
    Di Bari, Mauro
    Kortebein, Patrick
    Del Signore, Susanna
    Le Lain, Regis
    Vellas, Bruno
    Pahor, Marco
    Roubenoff, Ronenn
    Bernabei, Roberto
    Marzetti, Emanuele
    [J]. AGING CLINICAL AND EXPERIMENTAL RESEARCH, 2017, 29 (01) : 81 - 88
  • [9] Frailty: An Emerging Public Health Priority
    Cesari, Matteo
    Prince, Martin
    Thiyagarajan, Jotheeswaran Amuthavalli
    De Carvalho, Islene Araujo
    Bernabei, Roberto
    Chan, Piu
    Miguel Gutierrez-Robledo, Luis
    Michel, Jean-Pierre
    Morley, John E.
    Ong, Paul
    Manas, Leocadio Rodriguez
    Sinclair, Alan
    Won, Chang Won
    Beard, John
    Vellas, Bruno
    [J]. JOURNAL OF THE AMERICAN MEDICAL DIRECTORS ASSOCIATION, 2016, 17 (03) : 188 - 192
  • [10] Sarcopenia: revised European consensus on definition and diagnosis
    Cruz-Jentoft, Alfonso J.
    Bahat, Gulistan
    Bauer, Juergen
    Boirie, Yves
    Bruyere, Olivier
    Cederholm, Tommy
    Cooper, Cyrus
    Landi, Francesco
    Rolland, Yves
    Sayer, Avan Aihie
    Schneider, Stephane M.
    Sieber, Cornel C.
    Topinkova, Eva
    Vandewoude, Maurits
    Visser, Marjolein
    Zamboni, Mauro
    [J]. AGE AND AGEING, 2019, 48 (01) : 16 - 31