GC-MS 和多元分析揭示了贝伐珠单抗对结肠癌大鼠模型血清代谢组的部分修复作用:非靶向代谢组学研究。

IF 3.1 3区 医学 Q2 CHEMISTRY, ANALYTICAL Journal of pharmaceutical and biomedical analysis Pub Date : 2024-11-04 DOI:10.1016/j.jpba.2024.116562
Maram H Abduljabbar, Yusuf S Althobaiti, Reem M Alnemari, Farooq M Almutairi, Muneef M Aldhafeeri, Ahmed Serag, Atiah H Almalki
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引用次数: 0

摘要

贝伐珠单抗是一种针对血管内皮生长因子(VEGF)的抗血管生成治疗药物,已被批准用于治疗包括结肠癌在内的多种癌症。本文采用基于 GC-MS 的代谢组学方法研究贝伐珠单抗对结肠癌大鼠血清代谢组的影响。PCA和PLS-DA等多元化学计量分析模型显示,对照组、癌症组和贝伐珠单抗治疗组之间存在明显的差异,这表明贝伐珠单抗会诱发显著的代谢改变。此外,除了单变量分析之外,还利用 OPLS-DA 模型对研究组进行了配对比较,确定了研究组之间存在干扰的几种具有鉴别性的代谢物,它们属于不同的化学类别,包括氨基酸、有机酸和脂肪酸。有趣的是,贝伐珠单抗治疗能够部分恢复癌症引起的代谢紊乱,这表明贝伐珠单抗通过改善肿瘤血管和营养输送具有潜在疗效。此外,对不同代谢物的通路分析发现了贝伐单抗影响的关键代谢通路,包括缬氨酸、亮氨酸和异亮氨酸代谢、丙酮酸代谢和丁酸代谢。然而,我们几乎没有观察到贝伐珠单抗对棕榈酸和硬脂酸等脂质代谢物及其相关代谢途径(如脂肪酸生物合成代谢)的影响,这表明与脂肪酸代谢相比,贝伐珠单抗对结肠癌大鼠能量和氨基酸代谢的影响更为突出。总之,我们的研究通过使用全面的 GC-MS 代谢组学方法,为了解贝伐珠单抗对结肠癌大鼠治疗作用的代谢机制提供了新的见解。
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GC-MS and multivariate analysis reveal partial serum metabolome restoration by bevacizumab in a colon cancer rat model: An untargeted metabolomics investigation.

Bevacizumab is an anti-angiogenic therapeutic agent that targets vascular endothelial growth factor (VEGF) and has been approved for the treatment of several types of cancer, including colon cancer. Herein, a GC-MS based metabolomics approach was employed to investigate the impact of bevacizumab on the serum metabolome of colon cancer rats. Multivariate chemometric analysis models such as PCA and PLS-DA showed a clear separation between the control, cancer and bevacizumab-treated groups, suggesting that bevacizumab administration induced significant metabolic alterations. Furthermore, pairwise comparisons between the studied groups using the OPLS-DA model in addition to univariate analysis identified several discriminatory metabolites belonged to various chemical classes including amino acids, organic acids and fatty acids that were perturbed between the studied groups. Interestingly, bevacizumab treatment was able to partially restore some of the cancer-induced metabolic disturbances, indicating its potential therapeutic efficacy via improving the tumor vasculature and nutrient delivery. Besides, pathway analysis of the differential metabolites identified key metabolic pathways affected by bevacizumab, which included valine, leucine and isoleucine metabolism, pyruvate metabolism and butanoate metabolism. However, little effects were observed on lipid metabolites such as palmitic acid and stearic acid and consequently their related metabolic pathways such as fatty acid biosynthesis metabolism suggesting that bevacizumab has more prominent effect on energy and amino acid metabolisms as compared to fatty acid metabolism in colon cancer rats. Overall, our study provided novel insights into the metabolic mechanisms underlying the therapeutic effects of bevacizumab in colon cancer rats via the use of a comprehensive GC-MS metabolomics approach.

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来源期刊
CiteScore
6.70
自引率
5.90%
发文量
588
审稿时长
37 days
期刊介绍: This journal is an international medium directed towards the needs of academic, clinical, government and industrial analysis by publishing original research reports and critical reviews on pharmaceutical and biomedical analysis. It covers the interdisciplinary aspects of analysis in the pharmaceutical, biomedical and clinical sciences, including developments in analytical methodology, instrumentation, computation and interpretation. Submissions on novel applications focusing on drug purity and stability studies, pharmacokinetics, therapeutic monitoring, metabolic profiling; drug-related aspects of analytical biochemistry and forensic toxicology; quality assurance in the pharmaceutical industry are also welcome. Studies from areas of well established and poorly selective methods, such as UV-VIS spectrophotometry (including derivative and multi-wavelength measurements), basic electroanalytical (potentiometric, polarographic and voltammetric) methods, fluorimetry, flow-injection analysis, etc. are accepted for publication in exceptional cases only, if a unique and substantial advantage over presently known systems is demonstrated. The same applies to the assay of simple drug formulations by any kind of methods and the determination of drugs in biological samples based merely on spiked samples. Drug purity/stability studies should contain information on the structure elucidation of the impurities/degradants.
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GC-MS uncovers unique metabolic markers of drug-resistant epilepsy in capillary but not venous dried blood spots. Evaluation of protein impurities in Ademetionine 1,4-Butanedisulfonate. GC-MS and multivariate analysis reveal partial serum metabolome restoration by bevacizumab in a colon cancer rat model: An untargeted metabolomics investigation. Identification of a novel vardenafil analogue, 19-O-propyl hydroxy vardenafil, as a dietary supplement adulterant. Editorial Board
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