Wang Wenrong, Peng Fangda, Ding Chunguang, Li Tao, Wang Huanqiang
National Institute of Occupational Health and Poison Control, Chinese Center for Disease Control and Prevention, Beijing, China.
National Center for Occupational Safety and Health, Beijing, China.
China CDC Wkly. 2023 Sep 22;5(38):849-855. doi: 10.46234/ccdcw2023.161.
Pneumoconiosis emerges as the most critical and prevalent occupational disease in China at present, according to research. Studies indicate that pneumoconiosis may indeed impact the body's phospholipid metabolism.
In this study, serum samples were taken from 46 paired participants, which included patients with pneumoconiosis and dust-exposed workers. We employed ultra-performance liquid chromatography-tandem mass spectrometry (UPLC-MS/MS) technology in targeted lipidomics to investigate serum target phospholipids. Initially, a pilot study was conducted with a selection of 24 pneumoconiosis patients and 24 dust-exposed workers, using both univariate and multivariate statistical analyses to preliminarily identify significant differences in phospholipids. Subsequent to this, the remaining subjects were engaged in a validation study, wherein receiver operating characteristic (ROC) analysis was performed to further substantiate the screening potency of potential lipid biomarkers for pneumoconiosis.
The pilot study revealed significantly reduced serum levels of 16∶0 lysophosphatidylcholines (Lyso PC), 18∶0-18∶1 phosphatidylglycerol (PG), 18∶0-18∶1 phosphatidylethanolamine (PE), 18∶0 PE, and 18∶1 lysophosphatidylethanolamine(Lyso PE) in the case group in comparison to the control group. Additionally, 18∶0 PE, 18∶0-18∶1 PE, and 18∶1 Lyso PE emerged as significant phospholipids with superior diagnostic values [area under the curve (AUC)>0.7]. A diagnostic model was established, built on 16∶0 PC and 18∶0 PE (AUC>0.8). In the ROC analyses of validation studies, the 18∶0-18∶1 PE and this diagnostic model demonstrated excellent screening efficiency (AUC>0.7).
A significant divergence in phospholipid metabolism has been observed between pneumoconiosis patients and dust-exposed workers. The 18∶0-18∶1 PE present in serum could potentially function as a lipid biomarker for pneumoconiosis. Additionally, diagnostic models were developed relying on 16∶0 PC and 18∶0 PE, proving to have superior screening efficiency.
研究表明,尘肺病是目前中国最严重、最普遍的职业病。研究表明,尘肺病可能确实会影响人体的磷脂代谢。
在本研究中,采集了46对参与者的血清样本,其中包括尘肺病患者和接触粉尘的工人。我们采用超高效液相色谱-串联质谱(UPLC-MS/MS)技术进行靶向脂质组学研究,以检测血清中的目标磷脂。首先,对24名尘肺病患者和24名接触粉尘的工人进行了初步研究,采用单变量和多变量统计分析方法初步确定磷脂的显著差异。在此之后,对其余受试者进行了验证研究,其中进行了受试者操作特征(ROC)分析,以进一步证实潜在脂质生物标志物对尘肺病的筛查效能。
初步研究显示,病例组血清中16∶0溶血磷脂酰胆碱(Lyso PC)、18∶0-18∶1磷脂酰甘油(PG)、18∶0-18∶1磷脂酰乙醇胺(PE)、18∶0 PE和18∶1溶血磷脂酰乙醇胺(Lyso PE)的水平明显低于对照组。此外,18∶0 PE、18∶0-18∶1 PE和18∶1 Lyso PE是具有较高诊断价值的重要磷脂[曲线下面积(AUC)>0.7]。建立了一个基于16∶0 PC和18∶0 PE的诊断模型(AUC>0.8)。在验证研究的ROC分析中,18∶0-18∶1 PE和该诊断模型显示出优异的筛查效率(AUC>0.7)。
尘肺病患者和接触粉尘的工人之间观察到磷脂代谢存在显著差异。血清中的18∶0-18∶1 PE可能作为尘肺病的脂质生物标志物。此外,基于16∶0 PC和18∶0 PE开发的诊断模型具有较高的筛查效率。