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非靶向代谢组学揭示了结直肠癌与结直肠腺瘤之间血浆代谢组的主要差异。

Untargeted Metabolomics Reveals Major Differences in the Plasma Metabolome between Colorectal Cancer and Colorectal Adenomas.

作者信息

Gumpenberger Tanja, Brezina Stefanie, Keski-Rahkonen Pekka, Baierl Andreas, Robinot Nivonirina, Leeb Gernot, Habermann Nina, Kok Dieuwertje E G, Scalbert Augustin, Ueland Per-Magne, Ulrich Cornelia M, Gsur Andrea

机构信息

Institute of Cancer Research, Department of Medicine I, Medical University of Vienna, 1090 Vienna, Austria.

International Agency for Research on Cancer, 69372 Lyon, France.

出版信息

Metabolites. 2021 Feb 19;11(2):119. doi: 10.3390/metabo11020119.

Abstract

Sporadic colorectal cancer is characterized by a multistep progression from normal epithelium to precancerous low-risk and high-risk adenomas to invasive cancer. Yet, the underlying molecular mechanisms of colorectal carcinogenesis are not completely understood. Within the "Metabolomic profiles throughout the continuum of colorectal cancer" (MetaboCCC) consortium we analyzed data generated by untargeted, mass spectrometry-based metabolomics using plasma from 88 colorectal cancer patients, 200 patients with high-risk adenomas and 200 patients with low-risk adenomas recruited within the "Colorectal Cancer Study of Austria" (CORSA). Univariate logistic regression models comparing colorectal cancer to adenomas resulted in 442 statistically significant molecular features. Metabolites discriminating colorectal cancer patients from those with adenomas in our dataset included acylcarnitines, caffeine, amino acids, glycerophospholipids, fatty acids, bilirubin, bile acids and bacterial metabolites of tryptophan. The data obtained discovers metabolite profiles reflecting metabolic differences between colorectal cancer and colorectal adenomas and delineates a potentially underlying biological interpretation.

摘要

散发性结直肠癌的特征是从正常上皮细胞到癌前低风险和高风险腺瘤再到浸润性癌的多步骤进展。然而,结直肠癌发生的潜在分子机制尚未完全明确。在“结直肠癌全程代谢组学图谱”(MetaboCCC)联盟中,我们分析了来自“奥地利结直肠癌研究”(CORSA)招募的88例结直肠癌患者、200例高风险腺瘤患者和200例低风险腺瘤患者血浆,通过基于质谱的非靶向代谢组学产生的数据。将结直肠癌与腺瘤进行比较的单变量逻辑回归模型产生了442个具有统计学意义的分子特征。在我们的数据集中,区分结直肠癌患者与腺瘤患者的代谢物包括酰基肉碱、咖啡因、氨基酸、甘油磷脂、脂肪酸、胆红素、胆汁酸和色氨酸的细菌代谢物。所获得的数据发现了反映结直肠癌与结直肠腺瘤之间代谢差异的代谢物谱,并描绘了一种潜在的生物学解释。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/926c/7922413/896e7807c3e7/metabolites-11-00119-g001.jpg

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