Biomolecular Medicine, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, United Kingdom.
J Proteome Res. 2012 Apr 6;11(4):2427-40. doi: 10.1021/pr201161f. Epub 2012 Mar 2.
Galactosamine (galN) is widely used as an in vivo model of acute liver injury. We have applied an integrative approach, combining histopathology, clinical chemistry, cytokine analysis, and nuclear magnetic resonance (NMR) spectroscopic metabolic profiling of biofluids and tissues, to study variability in response to galactosamine following successive dosing. On re-challenge with galN, primary non-responders displayed galN-induced hepatotoxicity (induced response), whereas primary responders exhibited a less marked response (adaptive response). A systems-level metabonomic approach enabled simultaneous characterization of the xenobiotic and endogenous metabolic perturbations associated with the different response phenotypes. Elevated serum cytokines were identified and correlated with hepatic metabolic profiles to further investigate the inflammatory response to galN. The presence of urinary N-acetylglucosamine (glcNAc) correlated with toxicological outcome and reflected the dynamic shift from a resistant to a sensitive phenotype (induced response). In addition, the urinary level of glcNAc and hepatic level of UDP-N-acetylhexosamines reflected an adaptive response to galN. The unique observation of galN-pyrazines and altered gut microbial metabolites in fecal profiles of non-responders suggested that gut microfloral metabolism was associated with toxic outcome. Pharmacometabonomic modeling of predose urinary and fecal NMR spectroscopic profiles revealed a diverse panel of metabolites that classified the dynamic shift between a resistant and sensitive phenotype. This integrative pharmacometabonomic approach has been demonstrated for a model toxin; however, it is equally applicable to xenobiotic interventions that are associated with wide variation in efficacy or toxicity and, in particular, for prediction of susceptibility to toxicity.
半乳糖胺(galN)被广泛用作急性肝损伤的体内模型。我们应用了一种综合方法,结合组织病理学、临床化学、细胞因子分析和生物流体的核磁共振(NMR)光谱代谢特征分析,研究了连续给药后对半乳糖胺反应的变异性。在重新用半乳糖胺进行挑战时,原发性无反应者显示出半乳糖胺诱导的肝毒性(诱导反应),而原发性反应者表现出不那么明显的反应(适应性反应)。系统水平的代谢组学方法能够同时描述与不同反应表型相关的外源性和内源性代谢扰动。鉴定了升高的血清细胞因子,并与肝代谢图谱相关联,以进一步研究对半乳糖胺的炎症反应。尿 N-乙酰氨基葡萄糖(glcNAc)的存在与毒理学结果相关,并反映了从抵抗到敏感表型的动态转变(诱导反应)。此外,尿中 glcNAc 水平和肝中 UDP-N-乙酰己糖胺水平反映了对半乳糖胺的适应性反应。在无反应者的粪便特征中观察到半乳糖胺-吡嗪和改变的肠道微生物代谢物的独特观察结果表明,肠道微生物群代谢与毒性结果相关。对预给药尿和粪便 NMR 光谱特征的药代代谢组学模型分析揭示了一组多样化的代谢物,这些代谢物可对抵抗和敏感表型之间的动态转变进行分类。这种综合的药代代谢组学方法已被证明适用于模型毒素;然而,它同样适用于与疗效或毒性差异很大的外源性干预,特别是用于预测对毒性的易感性。