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基于液相色谱-质谱联用技术的骨髓瘤和非霍奇金淋巴瘤患者代谢物通路分析

Liquid Chromatography Mass Spectrometry-Based Metabolite Pathway Analyses of Myeloma and Non-Hodgkin's Lymphoma Patients.

作者信息

Medriano Carl Angelo D, Na Jinhyuk, Lim Kyung-Min, Chung Jin-Ho, Park Youngja H

机构信息

Metabolomics Laboratory, College of Pharmacy, Korea University, Sejong City, Korea.

College of Pharmacy, Ewha Woman's University, Seoul, Korea.

出版信息

Cell J. 2017 Spring;19(Suppl 1):44-54. doi: 10.22074/cellj.2017.4412. Epub 2017 May 17.

Abstract

OBJECTIVE

This study attempted to identify altered metabolism and pathways related to non-Hodgkin's lymphoma (NHL) and myeloma patients.

MATERIALS AND METHODS

In this retrospective study, we collected plasma samples from 11 patients-6 healthy controls with no evidence of any blood cancers and 5 patients with either multiple myeloma (n=3) or NHL (n=2) during the preliminary study period. Samples were analyzed using quadrupole time-of-flight liquid chromatography mass spectrometry (LC-MS). Significant features generated after statistical analyses were used for metabolomics and pathway analysis.

RESULTS

Data after false discovery rate (FDR) adjustment at q=0.05 of features showed 136 for positive and 350 significant features for negative ionization mode in NHL patients as well as 262 for positive and 98 features for negative ionization mode in myeloma patients. Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis determined that pathways such as steroid hormone biosynthesis, ABC transporters, and arginine and proline metabolism were affected in NHL patients. In myeloma patients, pyrimidine metabolism, carbon metabolism, and bile secretion pathways were potentially affected by the disease.

CONCLUSION

The results have shown tremendous differences in the metabolites of healthy individuals compared to myeloma and lymphoma patients. Validation through quantitative metabolomics is encouraged, especially for the metabolites with significantly expression in blood cancer patients.

摘要

目的

本研究试图确定与非霍奇金淋巴瘤(NHL)和骨髓瘤患者相关的代谢变化及途径。

材料与方法

在这项回顾性研究中,我们在初步研究期间收集了11名患者的血浆样本,其中6名是无任何血癌迹象的健康对照,5名是患有多发性骨髓瘤(n = 3)或NHL(n = 2)的患者。使用四极杆飞行时间液相色谱质谱联用仪(LC-MS)对样本进行分析。统计分析后产生的显著特征用于代谢组学和途径分析。

结果

在q = 0.05的错误发现率(FDR)调整后的数据显示,NHL患者中,正离子模式下有136个显著特征,负离子模式下有350个显著特征;骨髓瘤患者中,正离子模式下有262个显著特征,负离子模式下有98个显著特征。京都基因与基因组百科全书(KEGG)途径分析确定,NHL患者中类固醇激素生物合成、ABC转运蛋白以及精氨酸和脯氨酸代谢等途径受到影响。在骨髓瘤患者中,嘧啶代谢、碳代谢和胆汁分泌途径可能受到该疾病的影响。

结论

结果表明,与骨髓瘤和淋巴瘤患者相比,健康个体的代谢物存在巨大差异。鼓励通过定量代谢组学进行验证,特别是对于在血癌患者中显著表达的代谢物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3be2/5448325/2fffb7c801a3/Cell-J-19-Suppl1-44-g01.jpg

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