煤工尘肺--靶向脂质组学揭示磷脂代谢异常,可用于早期诊断

IF 4.3 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH
Yuzhen Feng, Jing Dai, Junyun Wang, Fangda Peng, Wenrong Wang, Xiao Yu, Xiaomei Kong, Qingjun Qian, Qicai Liu, Huanqiang Wang, Chunguang Ding, Yiwei Shi
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引用次数: 0

摘要

导言:尘肺病是中国最常见的职业病,其中煤工尘肺病(CWP)的发病率最高。研究表明,磷脂可能与煤工尘肺有关:本研究采集了 62 名尘肺病患者、105 名接触煤尘的工人和 50 名健康人的血清,并使用超高效液相色谱-串联质谱法(UPLC-MS/MS)对血清进行了靶向脂质组学分析。通过单变量和多变量统计分析初步确定了具有显著差异的磷脂,然后进行了接收器操作特征(ROC)分析。然后,利用支持向量机(SVM)对患者样本中发现的差异磷脂进行整合,以评估其对 CWP 的诊断潜力:结果:与健康人相比,尘肺病组中溶血磷脂(18:0)的水平降低,而PC(16:0)、PC(18:0)、PC(16:0/18:1)、PI(16:0/18:1)、PS(18:1)、PG(16:0)和PG(18:0/18:1)的水平显著升高,曲线下面积(AUC)大于0.7。此外,与粉尘暴露组相比,尘肺病组的溶血-PC(16:0)、PC(16:0)、PC(16:0/18:1)、PI(16:0/18:1)和 PG(16:0)均明显升高,曲线下面积(AUC)>0.7。包括 PC(16:0)、PC(16:0/18:1)、PI(16:0/18:1)和 PG(16:0)在内的诊断模型表现优异,AUC 为 0.956:尘肺病患者的血清磷脂谱与对照组有显著差异,包括PC、Lyso-PC、PI、PS、Lyso-PS和PG的差异。其中,包含 PC(16:0)、PC(16:0/18:1)、PI(16:0/18:1)和 PG(16:0)的诊断模型显示出更高的筛查效率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Coal Worker's Pneumoconiosis-Targeted Lipidomics Reveals Aberrant Phospholipid Metabolism for Early-Stage Diagnosis.

Introduction: Pneumoconiosis is the most prevalent occupational disease in China, with coal worker pneumoconiosis (CWP) demonstrating the highest incidence. Studies have indicated that phospholipids may be associated with CWP.

Methods: In this study, serum was obtained from 62 patients with pneumoconiosis, 105 coal dust-exposed workers, and 50 healthy individuals and analyzed via targeted lipidomics using ultra-performance liquid chromatography-tandem mass spectrometry (UPLC-MS/MS). After initially identifying phospholipids with significant differences through univariate and multivariate statistical analyses, receiver operating characteristic (ROC) analysis was performed. The differential phospholipids identified in patient samples were then integrated to assess their diagnostic potential for CWP using a support vector machine (SVM).

Results: Compared with healthy subjects, the levels of Lyso-PS (18:0) were decreased, while PC (16:0), PC (18:0), PC (16:0/18:1), PI (16:0/18:1), PS (18:1), PG (16:0), and PG (18:0/18:1) were significantly increased in the pneumoconiosis group, with an area under the curve (AUC)>0.7. Moreover, compared with the dust-exposed group, Lyso-PC (16:0), PC (16:0), PC (16:0/18:1), PI (16:0/18:1), and PG (16:0) were significantly elevated in the pneumoconiosis group, with an AUC>0.7. The diagnostic model, including PC (16:0), PC (16:0/18:1), PI (16:0/18:1), and PG (16:0), demonstrated excellent performance with an AUC of 0.956.

Discussion: The serum phospholipid profiles of patients with pneumoconiosis differed significantly from those of controls, including differences in PC, Lyso-PC, PI, PS, Lyso-PS, and PG. Among these, a diagnostic model incorporating PC (16:0), PC (16:0/18:1), PI (16:0/18:1), and PG (16:0) demonstrated superior screening efficiency.

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