Serum metabolomic profile in children with sepsis-associated acute kidney injury.

IF 3.9 Q1 PEDIATRICS
Clinical and Experimental Pediatrics Pub Date : 2026-07-01 Epub Date: 2026-04-15 DOI:10.3345/cep.2025.02439
Nisha Chaudhary, Praveen Singh, Abhijeet Saha, Shantanu Sengupta
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Abstract

Background: Sepsis-associated acute kidney injury (SA-AKI) contributes to high morbidity and mortality rates in children; however, current diagnostic tools (serum creatinine and urine output) lack sensitivity for early detection. Metabolomics can be used to discover novel metabolic markers to enable early diagnosis and prognosis and provide therapeutic targets for SA-AKI.

Purpose: This study was aimed to identify the differentially expressed serum metabolites in children with SA-AKI.

Methods: We conducted an untargeted serum metabolomic analysis using liquid chromatography-mass spectroscopy (LC-MS) in 75 children: 45 with sepsis and acute kidney injury (AKI) (15 each in Kidney Disease Improving Global Outcomes [KDIGO] stages 1-3), 15 with sepsis without AKI, and 15 healthy controls. Fasting blood samples were collected and centrifuged. Supernatant serum was stored at -80°C and subjected to untargeted metabolomic analysis using LC-MS. Reverse-phase and hydrophilic liquid interaction chromatographic separation was performed in positive and negative ion scan modes, while metabolite identification was performed using the SCIEX All-In-One HR-MS/MS Library with National Institute of Standards and Technology 2017 Library bundle.

Results: The significantly altered metabolites in AKI stage 3 were lipids belonging to the glycerophosphoethanolamine subgroup of the phospholipid class. Eighteen metabolites were differentially expressed in patients with SA-AKI versus healthy controls, with phosphoethanolamines (e.g., 1-palmitoyl-2-hydroxy-sn-glycero-3-phosphoethanolamine) showing a consistent association with AKI stage. Thirty-one metabolites were significantly altered in severe AKI (KDIGO stages 2-3), of which only 4 could be annotated and increased proportionally with AKI severity. A pathway analysis revealed significant enrichment of glycerophospholipid, linoleic acid, and alpha-linolenic acid metabolism in stage 3 SA-AKI.

Conclusion: Serum metabolomics is a feasible approach to identifying novel biomarkers of SA-AKI. Phosphoethanolamine metabolites both distinguished AKI from sepsis controls and were correlated with clinical severity (estimated glomerular filtration rate decline), suggesting its potential prognostic value. However, its diagnostic feasibility requires preliminary validation in larger multicenter cohorts.

脓毒症相关急性肾损伤患儿血清代谢组学分析。
背景:脓毒症相关急性肾损伤(SA-AKI)是儿童高发病率和死亡率的原因之一;然而,目前的诊断工具(血清肌酐和尿量)缺乏早期检测的敏感性。代谢组学可用于发现新的代谢标志物,以实现SA-AKI的早期诊断和预后,并为SA-AKI提供治疗靶点。目的:本研究旨在确定SA-AKI患儿血清代谢物的差异表达。方法:我们使用液相色谱-质谱(LC-MS)对75名儿童进行了非靶向血清代谢组学分析:45名败血症和急性肾损伤(AKI)患儿(各15名处于肾脏疾病改善总体结局[KDIGO] 1-3期),15名败血症无AKI, 15名健康对照。采集空腹血样并离心。上清血清保存在-80°C,使用LC-MS进行非靶向代谢组学分析。反相和亲水液体相互作用色谱分离采用正负离子扫描模式,代谢物鉴定采用SCIEX all - in - in - HR-MS/MS库与美国国家标准与技术研究院2017年库包进行。结果:AKI 3期显著改变的代谢物是磷脂类中甘油磷酸乙醇胺亚组的脂质。18种代谢物在SA-AKI患者与健康对照组中表达差异,其中磷酸乙醇胺(例如,1-棕榈酰-2-羟基- asn -甘油-3-磷酸乙醇胺)与AKI分期一致。31种代谢物在重度AKI (KDIGO 2-3期)中发生显著改变,其中只有4种代谢物可注释,且随AKI严重程度成比例增加。途径分析显示,在3期SA-AKI中,甘油磷脂、亚油酸和α -亚麻酸代谢显著富集。结论:血清代谢组学是鉴定SA-AKI新型生物标志物的一种可行方法。磷酸乙醇胺代谢物可将AKI与脓毒症对照区分开来,并与临床严重程度相关(估计肾小球滤过率下降),提示其潜在的预后价值。然而,其诊断的可行性要求。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
8.00
自引率
2.40%
发文量
88
审稿时长
60 weeks
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