Department of Cardiovascular Medicine, The Second Xiangya Hospital, Central South University, Changsha, China.
Department of Cardiovascular Medicine, The Third Xiangya Hospital, Central South University, Changsha, China.
J Cell Mol Med. 2020 Feb;24(4):2484-2496. doi: 10.1111/jcmm.14937. Epub 2020 Jan 16.
The specific mechanism of pulmonary arterial hypertension (PAH) remains elusive. The present study aimed to explore the underlying mechanism of PAH through the identity of novel biomarkers for PAH using metabolomics approach. Serum samples from 40 patients with idiopathic PAH (IPAH), 20 patients with congenital heart disease-associated PAH (CHD-PAH) and 20 healthy controls were collected and analysed by ultra-high-performance liquid chromatography coupled with high-resolution mass spectrometry (UPLC-HRMS). Orthogonal partial least square-discriminate analysis (OPLS-DA) was applied to screen potential biomarkers. These results were validated in monocrotaline (MCT)-induced PAH rat model. The OPLS-DA model was successful in screening distinct metabolite signatures which distinguished IPAH and CHD-PAH patients from healthy controls, respectively (26 and 15 metabolites). Unbiased analysis from OPLS-DA identified 31 metabolites from PAH patients which were differentially regulated compared to the healthy controls. Our analysis showed dysregulation of the different metabolic pathways, including lipid metabolism, glucose metabolism, amino acid metabolism and phospholipid metabolism pathways in PAH patients compared to their healthy counterpart. Among these metabolites from dysregulated metabolic pathways, a panel of metabolites from lipid metabolism and fatty acid oxidation (lysophosphatidylcholine, phosphatidylcholine, perillic acid, palmitoleic acid, N-acetylcholine-d-sphingomyelin, oleic acid, palmitic acid and 2-Octenoylcarnitine metabolites) were found to have a close association with PAH. The results from the analysis of both real-time quantitative PCR and Western blot showed that expression of LDHA, CD36, FASN, PDK1 GLUT1 and CPT-1 in right heart/lung were significantly up-regulated in MCT group than the control group.
特发性肺动脉高压(PAH)的确切机制仍不清楚。本研究旨在通过代谢组学方法,寻找 PAH 的新型生物标志物,从而探索 PAH 的潜在机制。收集 40 例特发性 PAH(IPAH)患者、20 例先天性心脏病相关 PAH(CHD-PAH)患者和 20 例健康对照者的血清样本,采用超高效液相色谱-高分辨质谱联用(UPLC-HRMS)进行分析。采用正交偏最小二乘判别分析(OPLS-DA)筛选潜在生物标志物。并在野百合碱(MCT)诱导的 PAH 大鼠模型中进行验证。OPLS-DA 模型成功筛选出 IPAH 和 CHD-PAH 患者分别与健康对照组区分的特征代谢物(26 种和 15 种代谢物)。OPLS-DA 无偏分析确定了 31 种与健康对照组相比在 PAH 患者中差异表达的代谢物。我们的分析显示,与健康对照组相比,PAH 患者的不同代谢途径(包括脂质代谢、糖代谢、氨基酸代谢和磷脂代谢途径)存在代谢紊乱。在这些失调代谢途径的代谢物中,一组来自脂质代谢和脂肪酸氧化的代谢物(溶血磷脂酰胆碱、磷脂酰胆碱、千里光酸、棕榈油酸、N-乙酰胆碱-d-鞘氨醇、油酸、棕榈酸和 2-辛烯酰肉碱代谢物)与 PAH 密切相关。实时定量 PCR 和 Western blot 分析结果显示,MCT 组右心/肺组织中 LDHA、CD36、FASN、PDK1、GLUT1 和 CPT-1 的表达明显高于对照组。