National Medical Research Center for Obstetrics Gynecology and Perinatology Named after Academician V.I. Kulakov of the Ministry of Healthcare of Russian Federation, 117997 Moscow, Russia.
Moscow Center for Advanced Studies, 123592 Moscow, Russia.
Biomolecules. 2024 Jul 24;14(8):899. doi: 10.3390/biom14080899.
Endometriosis is a prevalent chronic inflammatory disease characterized by a considerable delay between initial symptoms and diagnosis through surgery. The pressing need for a timely, non-invasive diagnostic solution underscores the focus of current research efforts. This study examines the diagnostic potential of the menstrual blood lipidome. The lipid profile of 39 samples (23 women with endometriosis and 16 patients in a control group) was acquired using reverse-phase high-performance liquid chromatography-mass spectrometry with LipidMatch processing and identification. Profiles were normalized based on total ion counts. Significant differences in lipids were determined using the Mann-Whitney test. Lipids for the diagnostic model, based on logistic regression, were selected using a combination of variance importance projection filters and Akaike information criteria. Levels of ceramides, sphingomyelins, cardiolipins, triacylglycerols, acyl- and alkenyl-phosphatidylethanolamines, and alkenyl-phosphatidylcholines increased, while acyl- and alkyl-phosphatidylcholines decreased in cases of endometriosis. Plasmenylphosphatidylethanolamine PE P-16:0/18:1 and cardiolipin CL 16:0_18:0_22:5_22:6 serve as marker lipids in the diagnostic model, exhibiting a sensitivity of 81% and specificity of 85%. The diagnostic approach based on dried spots of menstrual blood holds promise as an alternative to traditional non-invasive methods for endometriosis screening.
子宫内膜异位症是一种常见的慢性炎症性疾病,其特点是从最初出现症状到通过手术确诊之间存在相当长的时间延迟。因此,迫切需要一种及时、非侵入性的诊断方法,这也是当前研究工作的重点。本研究探讨了月经血脂质组学的诊断潜力。采用反相高效液相色谱-质谱联用技术(LipidMatch 处理和鉴定)获得 39 个样本(23 例子宫内膜异位症患者和 16 例对照组患者)的脂质谱。根据总离子计数对谱图进行归一化。采用曼-惠特尼检验确定脂质的差异。使用逻辑回归选择基于方差重要性投影筛选器和赤池信息量准则的诊断模型的脂质。在子宫内膜异位症病例中,神经酰胺、鞘磷脂、心磷脂、三酰基甘油、酰基和烯基磷脂酰乙醇胺和烯基磷脂酰胆碱的水平升高,而酰基和烷基磷脂酰胆碱的水平降低。血浆磷脂酰乙醇胺 PE P-16:0/18:1 和心磷脂 CL 16:0_18:0_22:5_22:6 作为诊断模型中的标记脂质,其灵敏度为 81%,特异性为 85%。基于月经血干斑的诊断方法有望成为子宫内膜异位症筛查的传统非侵入性方法的替代方法。