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

IF 4.6 2区 医学 Q1 UROLOGY & NEPHROLOGY Clinical Kidney Journal Pub Date : 2024-11-23 eCollection Date: 2025-01-01 DOI:10.1093/ckj/sfae366
Francisco Madrid-Gambin, María José Pérez-Sáez, Alex Gómez-Gómez, Noemí Haro, Dolores Redondo-Pachón, Vanessa Dávalos-Yerovi, Ester Marco, Marta Crespo, Oscar J Pozo, Julio Pascual
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Abstract

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.

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肾移植候选人的虚弱和肌肉减少代谢组学特征:FRAILMar研究。
背景:在评估患有慢性肾脏疾病(CKD)的肾移植(KT)候选者时,肌肉减少症和虚弱常常被忽视,这可能导致移植后预后不良。这项研究旨在从FRAILMar研究中确定与KT候选人虚弱和肌肉减少症相关的代谢物。方法:在2016年6月至2020年6月期间,我们分别使用物理虚弱表型和EGWSOP-2标准评估173名KT候选人的虚弱和肌肉减少症。在血清样本中测量了来自目标途径的75种代谢标志物,这些代谢标志物以前与CKD、肌肉减少症或虚弱有关。这些标记使用调整和加权广义线性模型进行分析。代谢组学数据与多模态数据(如合并症)集成,使用基于因素的集成算法来识别代谢表型。结果:与能量代谢和必需氨基酸相关的代谢物增加与虚弱有关,主要是克雷布斯循环中间体。与非肌少症患者相比,肌少症KT候选患者芳香氨基酸水平较低,蛋白质/肌肉代谢、能量代谢和神经传递也较低。无监督的多模式整合揭示了一种以肌肉减少症、糖尿病和低体重指数为特征的高风险代谢表型,支链氨基酸的改变和乳酸脱氢酶的高活性。结论:虚弱和肌肉减少症在KT候选者中很常见,他们的代谢状态显示出明显的能量和氨基酸代谢中断。这些发现强调了在移植前进行详细的代谢评估以更准确地评估患者健康状况的价值。
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来源期刊
Clinical Kidney Journal
Clinical Kidney Journal Medicine-Transplantation
CiteScore
6.70
自引率
10.90%
发文量
242
审稿时长
8 weeks
期刊介绍: About the Journal Clinical Kidney Journal: Clinical and Translational Nephrology (ckj), an official journal of the ERA-EDTA (European Renal Association-European Dialysis and Transplant Association), is a fully open access, online only journal publishing bimonthly. The journal is an essential educational and training resource integrating clinical, translational and educational research into clinical practice. ckj aims to contribute to a translational research culture among nephrologists and kidney pathologists that helps close the gap between basic researchers and practicing clinicians and promote sorely needed innovation in the Nephrology field. All research articles in this journal have undergone peer review.
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