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代谢组学在儿科人群急性肝移植排斥反应中的特征分析。

Metabolomics profiling in acute liver transplant rejection in a pediatric population.

机构信息

Nell Hodgson Woodruff School of Nursing, Emory University, Atlanta, GA, USA.

Nutrition and Health Sciences, Rollins School of Public Health, Laney Graduate School, Emory University, Atlanta, GA, USA.

出版信息

Sci Rep. 2022 Nov 4;12(1):18663. doi: 10.1038/s41598-022-18957-4.

Abstract

Pediatric liver transplantation rejection affects 20% of children. Currently, liver biopsy, expensive and invasive, is the best method of diagnosis. Discovery and validation of clinical biomarkers from blood or other biospecimens would improve clinical care. For this study, stored plasma samples were utilized from two cross-sectional cohorts of liver transplant patients at Children's Healthcare of Atlanta. High resolution metabolic profiling was completed using established methods. Children with (n = 18) or without (n = 25) acute cellular rejection were included in the analysis (n = 43 total). The mean age of these racially diverse cohorts ranged from 12.6 years in the rejection group and 13.6 years in the no rejection group. Linear regression provided 510 significantly differentiating metabolites between groups, and OPLS-DA showed 145 metabolites with VIP > 2. A total of 95 overlapping significant metabolites between OPLS-DA and linear regression analyses were detected. Pathway analysis (p < 0.05) showed bile acid biosynthesis and tryptophan metabolism as the top two differentiating pathways. Network analysis also identified tryptophan and clustered with liver enzymes and steroid use. We conclude metabolic profiling of plasma from children with acute liver transplant rejection demonstrates > 500 significant metabolites. This result suggests that development of a non-invasive biomarker-based test is possible for rejection screening.

摘要

儿科肝移植排斥反应影响 20%的儿童。目前,肝活检是诊断该病的最佳方法,但费用昂贵且具侵入性。从血液或其他生物样本中发现和验证临床生物标志物将改善临床护理。在这项研究中,利用了亚特兰大儿童保健中心的两个肝移植患者横断面队列的储存血浆样本。使用既定方法完成了高分辨率代谢谱分析。将伴有(n = 18)或不伴有(n = 25)急性细胞排斥反应的儿童纳入分析(总共有 43 例)。这些种族多样化队列的平均年龄范围为排斥组 12.6 岁,无排斥组 13.6 岁。线性回归提供了 510 个在两组之间具有显著差异的代谢物,OPLS-DA 显示 145 个 VIP > 2 的代谢物。OPLS-DA 和线性回归分析之间共检测到 95 个重叠的显著代谢物。通路分析(p < 0.05)表明胆酸生物合成和色氨酸代谢是两个主要的区分途径。网络分析还确定了色氨酸与肝酶和类固醇使用聚类。我们得出结论,急性肝移植排斥儿童血浆代谢组学分析显示 > 500 个显著代谢物。这一结果表明,开发基于非侵入性生物标志物的测试来进行排斥反应筛查是可能的。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/48bb/9636214/f4ef0dbd3aa8/41598_2022_18957_Fig1_HTML.jpg

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