Biomarkers & Nutrimetabolomic Lab, Nutrition, Food Science and Gastronomy Department, XaRTA, INSA-UB, Campus Torribera, Pharmacy and Food Science Faculty , University of Barcelona , 08028 Barcelona , Spain.
CIBER Fragilidad y Envejecimiento Saludable [CIBERfes] , Instituto de Salud Carlos III [ISCIII] , 28029 Madrid , Spain.
J Proteome Res. 2018 Aug 3;17(8):2704-2714. doi: 10.1021/acs.jproteome.8b00144. Epub 2018 Jun 29.
The exact impact of bariatric surgery in metabolically "healthy" (MH) or "unhealthy" (MU) phenotypes for the study of the metabolic improvement is still unknown. We applied an untargeted LC-ESI-TripleTOF-MS-driven metabolomics approach in serum samples from 39 patients with morbid obesity (MH and MU) 1, 3, and 6 months after bariatric surgery. Multiple factor analysis, along with correlation and enrichment analyses, was carried out to distinguish those metabolites associated with metabolic improvement. Hydroxypropionic acids, medium-/long-chain hydroxy fatty acids, and bile acid glucuronides were the most discriminative biomarkers of response between MH and MU phenotypes. Hydroxypropionic (hydroxyphenyllactic-related) acids, amino acids, and glycerolipids were the most significant clusters of metabolites altered after bariatric surgery in MU ( p < 0.001). After surgery, MU and MH changed toward a common metabolic state 3 months after surgery. We observed a negative correlation with changes in waist circumference and cholesterol levels with metabolites of lipid metabolism. Glycemic variables were correlated with hexoses, which, in turn, correlated with gluconic acid and amino acid metabolism. Finally, we noted that hydroxyphenyllactic acid was associated with amino acid and lipid metabolism. Microbial metabolism of amino acid and BA glucuronidation pathways may be the key points of metabolic rearrangement after surgery.
确切的影响肥胖症手术在代谢“健康”(MH)或“不健康”(MU)表型的研究中的代谢改善仍然未知。我们应用一种非靶向 LC-ESI-TripleTOF-MS 驱动的代谢组学方法在 39 名病态肥胖患者(MH 和 MU)的血清样本中进行研究,这些患者在肥胖症手术后 1、3 和 6 个月进行了研究。进行了多因素分析,以及相关性和富集分析,以区分与代谢改善相关的代谢物。羟基丙酸、中/长链羟基脂肪酸和胆汁酸葡萄糖醛酸苷是 MH 和 MU 表型之间反应最具区分性的生物标志物。羟基丙酸(羟苯乳酸相关)酸、氨基酸和甘油脂是 MU 肥胖症手术后变化最显著的代谢物聚类(p < 0.001)。手术后,MU 和 MH 在手术后 3 个月后向共同的代谢状态转变。我们观察到与腰围和胆固醇水平变化的负相关与脂质代谢的代谢物有关。血糖变量与己糖相关,而己糖又与葡萄糖酸和氨基酸代谢相关。最后,我们注意到羟苯乳酸与氨基酸和脂质代谢有关。氨基酸和 BA 葡萄糖醛酸苷途径的微生物代谢可能是手术后代谢重排的关键点。