Potential biomarkers of idiopathic pulmonary fibrosis: metabonomics driven lipid profiling.

IF 7.5 2区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL
Wenjie Cai, Haoyu Zhang, Zhouzhou Li, Mingyun Cai, Peng Chen, Na Guo, Xinyu Song
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引用次数: 0

Abstract

Background: Idiopathic pulmonary fibrosis (IPF) is a chronic progressive interstitial lung disease. At present, the diagnosis of pulmonary fibrosis relies on high-resolution CT and invasive lung biopsy. In view of the lack of specific serum biomarkers in the diagnosis and monitoring of IPF, it is urgent to adopt an integrated metabolomics analysis strategy to screen and verify specific potential biomarkers, and to establish their translational value in the diagnosis, severity and prognosis of IPF.

Objectives: In this study, an integrated metabolomics analysis strategy was used to screen and validate specific potential biomarkers for the diagnosis and evaluation of IPF severity and prognosis.

Method: In this study, the serum metabolome of the two groups was compared by liquid chromatography-mass spectrometry (LC-MS) to study the characteristics of metabolic changes related to the disease (n = 30) and to screen potential biomarkers. Then multivariate regression analysis and correlation network modeling were used to analyze the correlation between target metabolites and pulmonary function parameters, hematological parameters and coagulation function parameters.

Results: Multiple pathways related to lipid metabolism were enriched in IPF patients compared to controls, including cholesterol metabolism, sphingolipid metabolism, steroid metabolism, and biosynthetic terpenoid metabolism. In addition, 37 compounds related to lipid metabolism were enriched in IPF patients, among which Palmitoyl ethanolamide (PEA) and 2-amino-1,3,4-octadecanetriol were significantly increased. ROC curve analysis, Kaplan-Meier application analysis model and multivariate Cox regression analysis showed that the two potential biomarkers could be used for the diagnosis and prognosis evaluation of IPF.

Conclusion: This study clarified that metabolic reprogramming and lipid metabolism disorder are significant characteristics of IPF. PEA and 2-Amino-1,3,4-octadecanetriol May be potential biomarkers for patients with IPF and have diagnostic and prognostic evaluation value for IPF.

Highlights: Through systematic metabolomics analysis, two novel serum lipid metabolites were identified as potential biomarkers for IPF for the first time. It has been confirmed that IPF patients exhibit significant reprogramming of lipid metabolism. It was the first time that 2-amino-1,3,4-octadecanetriol was reported to have a significant positive correlation with the abnormal coagulation function indicators (APTT, Fib, D-dimer) in patients with IPF. This provides a new metabolic perspective for understanding the pathophysiological mechanism of the increased risk of venous thromboembolism (VTE) in IPF patients. Both of the two potential biomarkers were negatively correlated with hemoglobin. This connects the often overlooked IPF complication of nutritional metabolism imbalance (such as anemia) with the disease-specific metabolic changes, highlighting the importance of paying attention to the nutritional status in the management of IPF.

特发性肺纤维化的潜在生物标志物:代谢组学驱动的脂质分析。
背景:特发性肺纤维化(IPF)是一种慢性进行性间质性肺疾病。目前,肺纤维化的诊断依赖于高分辨率CT和有创肺活检。鉴于IPF诊断和监测中缺乏特异性血清生物标志物,迫切需要采用综合代谢组学分析策略筛选和验证特异性潜在生物标志物,并建立其在IPF诊断、严重程度和预后中的转化价值。目的:在本研究中,使用综合代谢组学分析策略筛选和验证用于诊断和评估IPF严重程度和预后的特定潜在生物标志物。方法:本研究采用液相色谱-质谱法(LC-MS)比较两组患者的血清代谢组,研究与疾病相关的代谢变化特征(n = 30),筛选潜在的生物标志物。然后采用多元回归分析和相关网络建模,分析目标代谢物与肺功能参数、血液学参数、凝血功能参数的相关性。结果:与对照组相比,IPF患者与脂质代谢相关的多种途径丰富,包括胆固醇代谢、鞘脂代谢、类固醇代谢和生物合成萜类代谢。此外,IPF患者体内有37种与脂质代谢相关的化合物富集,其中棕榈酰乙醇酰胺(PEA)和2-氨基-1,3,4-十八烷三醇显著升高。ROC曲线分析、Kaplan-Meier应用分析模型和多变量Cox回归分析显示,这两种潜在的生物标志物可用于IPF的诊断和预后评价。结论:本研究明确了代谢重编程和脂质代谢紊乱是IPF的重要特征。PEA和2-氨基-1,3,4-十八烷三醇可能是IPF患者潜在的生物标志物,对IPF具有诊断和预后评价价值。亮点:通过系统代谢组学分析,首次鉴定出两种新的血清脂质代谢物作为IPF的潜在生物标志物。已经证实IPF患者表现出显著的脂质代谢重编程。这是首次报道2-氨基-1,3,4-十八烷三醇与IPF患者凝血功能异常指标(APTT、Fib、d -二聚体)有显著正相关。这为理解IPF患者静脉血栓栓塞(VTE)风险增加的病理生理机制提供了新的代谢视角。这两种潜在的生物标志物都与血红蛋白呈负相关。这将经常被忽视的IPF并发症营养代谢失衡(如贫血)与疾病特异性代谢变化联系起来,突出了在IPF管理中关注营养状况的重要性。
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
Journal of Translational Medicine
Journal of Translational Medicine 医学-医学:研究与实验
CiteScore
10.00
自引率
1.40%
发文量
537
审稿时长
1 months
期刊介绍: The Journal of Translational Medicine is an open-access journal that publishes articles focusing on information derived from human experimentation to enhance communication between basic and clinical science. It covers all areas of translational medicine.
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