Department of Biochemistry, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand.
Department of Surgery, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand.
PeerJ. 2023 May 9;11:e15386. doi: 10.7717/peerj.15386. eCollection 2023.
The liver fluke (OV), which subsequently inhabits the biliary system and results in periductal fibrosis (PDF), is one of the primarily causes of cholangiocarcinoma (CCA), a bile duct cancer with an exceptionally high incidence in the northeast of Thailand and other Greater Mekong Subregion (GMS) countries. Insights in fecal metabolic changes associated with PDF and CCA are required for further molecular research related to gut health and potential diagnostic biological marker development.
In this study, nuclear magnetic resonance (NMR) metabolomics was applied for fecal metabolic phenotyping from 55 fecal water samples across different study groups including normal bile duct, PDF and CCA groups.
By using NMR spectroscopy-based metabolomics, fecal metabolic profiles of patients with CCA or PDF and of individuals with normal bile duct have been established with a total of 40 identified metabolites. Further multivariate statistical analysis and hierarchical clustering heat map have demonstrated the PDF- and CCA-specific metabotypes through various altered metabolite groups including amino acids, alcohols, amines, anaerobic glycolytic metabolites, fatty acids, microbial metabolites, sugar, TCA cycle intermediates, tryptophan catabolism substrates, and pyrimidine metabolites. Compared to the normal bile duct group, PDF individuals showed the significantly elevated relative concentrations of fecal ethanol, glycine, tyrosine, and -acetylglucosamine whereas CCA patients exhibited the remarkable fecal metabolic changes that can be evident through the increased relative concentrations of fecal uracil, succinate, and 5-aminopentanoate. The prominent fecal metabolic alterations between CCA and PDF were displayed by the reduction of relative concentration of methanol observed in CCA. The metabolic alterations associated with PDF and CCA progression have been proposed with the involvement of various metabolic pathways including TCA cycle, ethanol biogenesis, hexamine pathway, methanol biogenesis, pyrimidine metabolism, and lysine metabolism. Among them, ethanol, methanol, and lysine metabolism strongly reflect the association of gut-microbial host metabolic crosstalk in PDF and/or CCA patients.
The PDF- and CCA-associated metabotypes have been investigated displaying their distinct fecal metabolic patterns compared to that of normal bile duct group. Our study also demonstrated that the perturbation in co-metabolism of host and gut bacteria has been involved from the early step since OV infection to CCA tumorigenesis.
肝吸虫(OV)随后寄居在胆管系统中,导致胆管周围纤维化(PDF),是胆管癌(CCA)的主要原因之一,这种癌症在泰国东北部和大湄公河次区域(GMS)的其他国家的发病率极高。需要深入了解与 PDF 和 CCA 相关的粪便代谢变化,以进行与肠道健康相关的进一步分子研究,并开发潜在的诊断生物标志物。
本研究应用基于核磁共振(NMR)代谢组学技术,对来自不同研究组(包括正常胆管、PDF 和 CCA 组)的 55 个粪便水样进行粪便代谢表型分析。
通过使用基于 NMR 光谱的代谢组学,我们建立了 CCA 或 PDF 患者和正常胆管个体的粪便代谢特征图谱,共鉴定出 40 种代谢物。进一步的多元统计分析和层次聚类热图表明,PDF 和 CCA 具有特定的代谢类型,通过各种改变的代谢物组,包括氨基酸、醇、胺、厌氧糖酵解代谢物、脂肪酸、微生物代谢物、糖、三羧酸循环中间产物、色氨酸分解代谢底物和嘧啶代谢物。与正常胆管组相比,PDF 个体粪便中乙醇、甘氨酸、酪氨酸和 N-乙酰葡萄糖胺的相对浓度显著升高,而 CCA 患者则表现出明显的粪便代谢变化,可通过粪便中尿嘧啶、琥珀酸和 5-氨基戊酸的相对浓度增加来证实。CCA 和 PDF 之间显著的粪便代谢改变表现为 CCA 中甲醇相对浓度的降低。与 PDF 和 CCA 进展相关的代谢改变提出了涉及三羧酸循环、乙醇生物合成、六胺途径、甲醇生物合成、嘧啶代谢和赖氨酸代谢等各种代谢途径。其中,乙醇、甲醇和赖氨酸代谢强烈反映了 PDF 和/或 CCA 患者中肠道微生物宿主代谢相互作用的关联。
研究了与 PDF 和 CCA 相关的代谢类型,与正常胆管组相比,它们显示出不同的粪便代谢模式。我们的研究还表明,从 OV 感染到 CCA 肿瘤发生的早期阶段,宿主和肠道细菌的共代谢就已经受到干扰。