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采用毛细管电泳-质谱联用技术对结直肠癌进行尿液带电代谢产物分析。

Urinary charged metabolite profiling of colorectal cancer using capillary electrophoresis-mass spectrometry.

机构信息

Department of Gastrointestinal and Pediatric Surgery, Tokyo Medical University, 6-7-1, Nishijinjuku, Shinjuku, Tokyo, 160-0023, Japan.

Department of Gastroenterological Surgery and Transplantation Surgery, Tokyo Medical University Hachioji Medical Center, 1163 Tatemachi, Hachioji City, Tokyo, 193-0998, Japan.

出版信息

Sci Rep. 2020 Dec 3;10(1):21057. doi: 10.1038/s41598-020-78038-2.

Abstract

Colorectal cancer (CRC) has increasing global prevalence and poor prognostic outcomes, and the development of low- or less invasive screening tests is urgently required. Urine is an ideal biofluid that can be collected non-invasively and contains various metabolite biomarkers. To understand the metabolomic profiles of different stages of CRC, we conducted metabolomic profiling of urinary samples. Capillary electrophoresis-time-of-flight mass spectrometry was used to quantify hydrophilic metabolites in 247 subjects with stage 0 to IV CRC or polyps, and healthy controls. The 154 identified and quantified metabolites included metabolites of glycolysis, TCA cycle, amino acids, urea cycle, and polyamine pathways. The concentrations of these metabolites gradually increased with the stage, and samples of CRC stage IV especially showed a large difference compared to other stages. Polyps and CRC also showed different concentration patterns. We also assessed the differentiation ability of these metabolites. A multiple logistic regression model using three metabolites was developed with a randomly designated training dataset and validated using the remaining data to differentiate CRC and polys from healthy controls based on a panel of urinary metabolites. These data highlight the changes in metabolites from early to late stage of CRC and also the differences between CRC and polyps.

摘要

结直肠癌(CRC)在全球的发病率不断上升,预后较差,因此迫切需要开发低侵入性或微创性的筛查检测方法。尿液是一种理想的生物流体,可无创采集,且含有多种代谢物生物标志物。为了了解 CRC 不同阶段的代谢组学特征,我们对尿液样本进行了代谢组学分析。我们使用毛细管电泳-飞行时间质谱法对 247 例 CRC 0 期至 IV 期或息肉患者和健康对照者的尿样进行了亲水性代谢物的定量分析。鉴定和定量的 154 种代谢物包括糖酵解、三羧酸循环、氨基酸、尿素循环和多胺途径的代谢物。这些代谢物的浓度随疾病分期逐渐升高,尤其是 CRC Ⅳ期样本与其他分期相比差异较大。息肉和 CRC 也表现出不同的浓度模式。我们还评估了这些代谢物的区分能力。使用随机指定的训练数据集建立了一个基于三种代谢物的多元逻辑回归模型,并使用其余数据进行验证,根据尿液代谢物谱区分 CRC 和息肉与健康对照者。这些数据突出了 CRC 从早期到晚期代谢物的变化,以及 CRC 和息肉之间的差异。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8c82/7713069/6fc33e9b468c/41598_2020_78038_Fig1_HTML.jpg

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