LC-MS-based urine metabolomics analysis of chronic subdural hematoma for biomarker discovery.

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2024-01-01 Epub Date: 2023-09-11 DOI:10.1002/prca.202200107
Jiameng Sun, Yunwei Ou, Xiaoyan Liu, Haidan Sun, Zhengguang Guo, Feng Qi, Ying Lan, Weiming Liu, Wei Sun
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Abstract

Background: Chronic subdural hematoma (CSDH) is one of the most common neurosurgical diseases with atypical manifestations. The aim of this study was to utilize urine metabolomics to explore potential biomarkers for the diagnosis and prognosis of CSDH.

Methods: Seventy-seven healthy controls and ninety-two patients with CSDH were enrolled in our study. In total, 261 urine samples divided into the discovery group and validation group were analyzed by LC-MS. The statistical analysis and functional annotation were applied to discover potential biomarker panels and altered metabolic pathways.

Results: A total of 53 differential metabolites were identified in this study. And the urinary metabolic profiles showed apparent separation between patients and controls. Further functional annotation showed that the differential metabolites were associated with lipid metabolism, fatty acid metabolism, amino acid metabolism, biotin metabolism, steroid hormone biosynthesis, and pentose and glucuronate interconversions. Moreover, one panel of Capryloylglycine, cis-5-Octenoic acid, Ethisterone, and 5,6-DiHETE showed good predictive performance in the diagnosis of CSDH, with an AUC of 0.89 in discovery group and an AUC of 0.822 in validation group. Another five metabolites (Trilobinol, 3'-Hydroxyropivacaine, Ethisterone, Arginyl-Proline, 5-alpha-Dihydrotestosterone glucuronide) showed the levels of them returned to a healthy state after surgery, showing good possibility to monitor the recovery of CSDH patients.

Conclusion and clinical relevance: The findings of the study revealed urine metabolomic differences between CSDH and controls. The potentially diagnostic and prognostic biomarker panels of urine metabolites were established, and functional analysis demonstrated deeper metabolic disorders of CSDH, which might conduce to improve early diagnose of CSDH clinically.

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基于 LC-MS 的慢性硬膜下血肿尿液代谢组学分析用于生物标记物的发现。
背景:慢性硬膜下血肿(CSDH)是表现不典型的最常见神经外科疾病之一。本研究旨在利用尿液代谢组学探索诊断和预后 CSDH 的潜在生物标志物:我们的研究共纳入了 77 名健康对照者和 92 名 CSDH 患者。共对 261 份尿液样本进行了 LC-MS 分析,分为发现组和验证组。通过统计分析和功能注释发现了潜在的生物标志物组和改变的代谢通路:结果:本研究共鉴定出 53 种差异代谢物。结果:本研究共鉴定出 53 种差异代谢物,患者和对照组的尿液代谢谱显示出明显的差异。进一步的功能注释显示,差异代谢物与脂质代谢、脂肪酸代谢、氨基酸代谢、生物素代谢、类固醇激素生物合成以及戊糖和葡萄糖醛酸的相互转化有关。此外,一个由辛酰甘氨酸、顺式-5-辛烯酸、乙甾酮和 5,6-DiHETE 组成的小组对 CSDH 的诊断具有良好的预测性,发现组的 AUC 为 0.89,验证组的 AUC 为 0.822。另外五种代谢物(曲洛比诺、3'-羟基丙哌卡因、乙甙甾酮、精氨酰-脯氨酸、5-α-二氢睾酮葡萄糖醛酸苷)的水平在术后恢复到健康状态,显示出监测CSDH患者恢复情况的良好可能性:研究结果显示了 CSDH 与对照组之间的尿液代谢组学差异。该研究建立了具有潜在诊断和预后意义的尿液代谢物生物标志物组,其功能分析显示了CSDH更深层次的代谢紊乱,这可能有助于改善CSDH的早期临床诊断。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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