General Surgery Department, Hospital of Xinjiang Production and Construction Corps, Urumchi, China.
General Surgery Department, Peking Union Medical College Hospital, China Academy of Medical Science & Peking Union Medical College, Beijing, China.
Dis Markers. 2021 Dec 7;2021:6858809. doi: 10.1155/2021/6858809. eCollection 2021.
The screening and early detection of colorectal cancer (CRC) still remain a challenge due to the lack of reliable and effective serum biomarkers. Thus, this study is aimed at identifying serum biomarkers of CRC that could be used to distinguish CRC from healthy controls.
A prospective 1 : 2 individual matching case-control study was performed which included 50 healthy control subjects and 98 CRC patients. Untargeted metabolomic profiling was conducted with liquid chromatography tandem mass spectrometry (LC-MS/MS) to identify CRC-related metabolites and metabolic pathways.
In total, 178 metabolites were detected, and an orthogonal partial least-squares-discriminant analysis (OPLS-DA) model was useful to distinguish CRC patients from healthy controls. Nine metabolites showed significantly differential serum levels in CRC patients under the conditions of variable importance in projection (VIP) > 1, < 0.05 using Student's -test, and fold change (FC) ≥ 1.2 or ≤0.5. The above nine metabolites were 3-hydroxybutyric acid, hexadecanedioic acid, succinic acid semialdehyde, 4-dodecylbenzenesulfonic acid, prostaglandin B2, 2-pyrocatechuic acid, xanthoxylin, 12-hydroxydodecanoic acid, and formylanthranilic acid. Four potential biomarkers were identified to diagnose CRC through ROC curves: hexadecanedioic acid, 4-dodecylbenzenesulfonic acid, 2-pyrocatechuic acid, and formylanthranilic acid. All AUC values of these four serum biomarkers were above 0.70. In addition, the exploratory analysis of metabolic pathways revealed the activated states for the vitamin B metabolic pathway and the alanine, aspartate, and glutamate metabolic pathways associated with CRC.
The 4 identified potential metabolic biomarkers could discriminate CRC patients from healthy controls, and the 2 metabolic pathways may be activated in the CRC tissues.
由于缺乏可靠和有效的血清生物标志物,结直肠癌(CRC)的筛查和早期检测仍然是一个挑战。因此,本研究旨在确定 CRC 的血清生物标志物,以便将 CRC 与健康对照区分开来。
进行了一项前瞻性的 1:2 个体匹配病例对照研究,纳入了 50 名健康对照者和 98 名 CRC 患者。采用液相色谱串联质谱(LC-MS/MS)进行非靶向代谢组学分析,以鉴定与 CRC 相关的代谢物和代谢途径。
共检测到 178 种代谢物,正交偏最小二乘判别分析(OPLS-DA)模型可用于区分 CRC 患者和健康对照者。在 VIP>1、<0.05 时,9 种代谢物的血清水平在 CRC 患者中差异有统计学意义,且通过 Student's -test 筛选和 FC≥1.2 或≤0.5 得到验证。以上 9 种代谢物分别为 3-羟基丁酸、十六烷二酸、琥珀酸半醛、4-十二烷基苯磺酸、前列腺素 B2、2-焦儿茶酸、桑色素、12-羟基十二烷酸和甲酰基邻氨基苯甲酸。通过 ROC 曲线鉴定出 4 种潜在的生物标志物用于诊断 CRC:十六烷二酸、4-十二烷基苯磺酸、2-焦儿茶酸和甲酰基邻氨基苯甲酸。这 4 种血清生物标志物的 AUC 值均大于 0.70。此外,代谢途径的探索性分析显示,CRC 组织中维生素 B 代谢途径和丙氨酸、天冬氨酸和谷氨酸代谢途径处于激活状态。
这 4 种潜在的代谢生物标志物可区分 CRC 患者和健康对照者,且这 2 种代谢途径可能在 CRC 组织中被激活。