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UPLC-QTOF MS-Based Serum Metabolomic Profiling Analysis Reveals the Molecular Perturbations Underlying Uremic Pruritus

机译:基于UPLC-QTOF MS的血清代谢组学分析揭示了尿毒症瘙痒症的分子扰动

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摘要

As one of the most troublesome complications in patients with chronic renal disease, the etiology of uremic pruritus remains unknown, and the current therapeutic approaches are limited and unsatisfactory. To identify potential biomarkers for improving diagnosis and treatment and obtain a better understanding of the pathogenesis of uremic pruritus, we compared serum metabolome profiles of severe uremic pruritus (HUP) patients with mild uremic pruritus (LUP) patients using ultraperformance liquid chromatography-quadruple time-of-flight mass spectrometry (UPLC-QTOF MS). Partial least squares discriminant analysis (PLS-DA) showed that the metabolic profiles of HUP patients are distinguishable from those of LUP patients. Combining multivariate with univariate analysis, 22 significantly different metabolites between HUP and LUP patients were identified. Nine of the 22 metabolites in combination were characterized by a maximum area-under-receiver operating characteristic curve (AUC = 0.899) with a sensitivity of 85.1% and a specificity of 83.0% distinguishing HUP and LUP. Our results indicate that serum metabolome profiling might serve as a promising approach for the diagnosis of uremic pruritus and that the identified biomarkers may improve the understanding of pathophysiology of this disorder. Because the 9 metabolites were phospholipids, uremic toxins, and steroids, further studies may reveal their possible role in the pathogenesis of uremic pruritus.
机译:作为慢性肾脏病患者中最麻烦的并发症之一,尿毒症瘙痒病的病因仍然未知,并且当前的治疗方法是有限的并且不能令人满意。为了确定潜在的生物标记物,以改善诊断和治疗并更好地了解尿毒症瘙痒的发病机理,我们使用超高效液相色谱-四倍时间比较了重症尿毒症瘙痒症(HUP)和轻度尿毒症瘙痒症(LUP)患者的血清代谢组谱。飞行质谱(UPLC-QTOF MS)。偏最小二乘判别分析(PLS-DA)显示,HUP患者的代谢谱与LUP患者的代谢谱是可区分的。结合多变量和单变量分析,确定了HUP和LUP患者之间22种明显不同的代谢产物。在22种代谢产物中,有9种的特征是最大的接收区面积下操作特征曲线(AUC = 0.899),灵敏度为85.1%,特异度为83.0%,可区分HUP和LUP。我们的结果表明,血清代谢物谱分析可能是诊断尿毒症瘙痒的有前途的方法,并且已鉴定的生物标志物可能会增进对这种疾病的病理生理学的了解。因为这9种代谢物是磷脂,尿毒症毒素和类固醇,所以进一步的研究可能揭示它们在尿毒症瘙痒症发病中的可能作用。

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