NMR-Based Metabolomics Reveals Metabolic Pathway Disruptions and Potential Biomarkers for Fibrosis.

IF 1.9 3区 化学 Q3 CHEMISTRY, MULTIDISCIPLINARY
Shreya Pandey, Deeksha Marwari, Jiya Mishra, Amit Goel, Ajay Kumar Mishra, Neeraj Sinha
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Abstract

The landscape of chronic liver disease has changed significantly, with metabolic dysfunction-associated steatotic liver disease (MASLD) now emerging as the most widespread form worldwide. In Asia, particularly in India, the prevalence of MASLD is increasing, largely driven by poor dietary habits and a sedentary way of life. MASLD spans from fat deposition to inflammation and fibrosis. Fibrosis stands out as the most critical indicator of liver-related complications and overall risk of death in MASLD. Early identification of fibrosis is critical, but current tests are often invasive or unreliable. Whereas studies have explored metabolic changes in MASLD, few have focused on distinguishing early-stage fibrosis from steatosis. In this study, we used NMR-based metabolomics to analyze serum samples from n = 103 MASLD patients, divided into fibrosis (n = 44) and non-fibrosis (n = 59) groups based on standard noninvasive scoring systems. We identified seven metabolites-arginine, glycerol, aspartate, glucose, phenylalanine, histidine, and citrate-that significantly differed between the two groups and showed good diagnostic potential (AUROC > 0.70). Pathway analysis revealed disruptions in arginine and nitrogen metabolism, associated with liver scarring processes, and in energy and lipid metabolism, pointing to mitochondrial dysfunction and lipotoxic stress. Reduced aspartate levels also suggested loss of natural protection against fibrosis. This is the first study of the MASLD cohort to differentiate early-stage fibrosis from steatosis using metabolomics. Our findings highlight the potential of a simple NMR-based blood test to aid early diagnosis, guide treatment decisions, and personalize care-offering a noninvasive alternative to improve MASLD management.

基于核磁共振的代谢组学揭示了代谢通路中断和纤维化的潜在生物标志物。
慢性肝病的格局已经发生了显著变化,代谢功能障碍相关的脂肪变性肝病(MASLD)现在正在成为世界范围内最广泛的形式。在亚洲,特别是在印度,MASLD的患病率正在上升,主要是由于不良的饮食习惯和久坐不动的生活方式。MASLD的范围从脂肪沉积到炎症和纤维化。在MASLD中,纤维化是肝脏相关并发症和总死亡风险的最关键指标。纤维化的早期识别是至关重要的,但目前的检测通常是侵入性的或不可靠的。虽然有研究探讨了MASLD的代谢变化,但很少有研究关注于区分早期纤维化和脂肪变性。在这项研究中,我们使用基于核磁共振的代谢组学分析了n = 103名MASLD患者的血清样本,根据标准的无创评分系统将其分为纤维化组(n = 44)和非纤维化组(n = 59)。我们确定了7种代谢物——精氨酸、甘油、天冬氨酸、葡萄糖、苯丙氨酸、组氨酸和柠檬酸盐——在两组之间存在显著差异,并显示出良好的诊断潜力(AUROC bb0 0.70)。途径分析显示,与肝瘢痕形成过程相关的精氨酸和氮代谢以及能量和脂质代谢受到破坏,这表明线粒体功能障碍和脂毒性应激。天门冬氨酸水平降低也表明失去了抗纤维化的天然保护。这是MASLD队列中第一个使用代谢组学区分早期纤维化和脂肪变性的研究。我们的研究结果强调了一种简单的基于核磁共振的血液检查的潜力,它可以帮助早期诊断,指导治疗决策和个性化护理,为改善MASLD的管理提供了一种无创替代方法。
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来源期刊
CiteScore
4.70
自引率
10.00%
发文量
99
审稿时长
1 months
期刊介绍: MRC is devoted to the rapid publication of papers which are concerned with the development of magnetic resonance techniques, or in which the application of such techniques plays a pivotal part. Contributions from scientists working in all areas of NMR, ESR and NQR are invited, and papers describing applications in all branches of chemistry, structural biology and materials chemistry are published. The journal is of particular interest not only to scientists working in academic research, but also those working in commercial organisations who need to keep up-to-date with the latest practical applications of magnetic resonance techniques.
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