State Key Laboratory of Advanced Drug Delivery and Release Systems, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, Zhejiang, China.
The Second Affiliated Hospital, Zhejiang University School of Medicine, Zijingang Campus of Zhejiang University, Hangzhou 310058, Zhejiang, China.
J Chromatogr B Analyt Technol Biomed Life Sci. 2024 Sep 15;1245:124270. doi: 10.1016/j.jchromb.2024.124270. Epub 2024 Aug 5.
Colorectal cancer (CRC) is a common malignant tumor in the gastrointestinal tract. Changes in amino acid metabolites have been implicated in tumorigenesis and disease progression. Biomarkers on the basis of chiral amino acids, especially D-amino acids, have not been established for early diagnosis of CRC. Quantification of chiral amino acids, especially very low concentrations of endogenous D-amino acids, is technically challenging. We report here the quantification of L- and D-amino acids in urine samples collected from 115 CRC patients and 155 healthy volunteers, using an improved method. The method of chiral labeling, liquid chromatography, and tandem mass spectrometry enabled separation and detection of 28 amino acids (14 L-amino acids, 13 D-amino acids and Gly). Orthogonal partial least squares discriminant analysis identified 14 targeted variables among these chiral amino acids that distinguished the CRC from the healthy controls. Binary logistic regression analysis revealed that D-α-aminobutyric acid (D-AABA), L-alanine (L-Ala), D-alanine (D-Ala), D-glutamine (D-Gln) and D-serine (D-Ser) could be potential biomarkers for CRC. A receiver operating characteristic curve analysis of combined multi-variables contributed to an area under the curve (AUC) of 0.995 with 98.3 % sensitivity and 96.8 % specificity. A model constructed with D-AABA, D-Ala, D-Gln, and D-Ser achieved an AUC of 0.988, indicating important contributions of D-amino acids to the association with CRC. Further analysis also demonstrated that the metabolic aberration was associated with age and the development of CRC, D-methionine (D-Met) was decreased in CRC patients with age over 50, and D/L-Gln in patients at stage IV was higher than patients at stage I. This study provides the signature of D-amino acids in urine samples and offers a promising strategy for developing non-invasive diagnosis of CRC.
结直肠癌(CRC)是胃肠道常见的恶性肿瘤。氨基酸代谢物的变化与肿瘤发生和疾病进展有关。基于手性氨基酸,特别是 D-氨基酸的生物标志物尚未建立用于 CRC 的早期诊断。手性氨基酸,特别是内源性 D-氨基酸的非常低浓度的定量分析具有技术挑战性。我们在此报告了使用改进的方法在手性标记、液相色谱和串联质谱的帮助下,从 115 名 CRC 患者和 155 名健康志愿者的尿液样本中定量检测 L-和 D-氨基酸。正交偏最小二乘判别分析确定了这些手性氨基酸中的 14 个靶向变量,可以将 CRC 与健康对照组区分开来。二元逻辑回归分析显示,D-α-氨基丁酸(D-AABA)、L-丙氨酸(L-Ala)、D-丙氨酸(D-Ala)、D-谷氨酰胺(D-Gln)和 D-丝氨酸(D-Ser)可能是 CRC 的潜在生物标志物。联合多变量的受试者工作特征曲线分析得出曲线下面积(AUC)为 0.995,灵敏度为 98.3%,特异性为 96.8%。使用 D-AABA、D-Ala、D-Gln 和 D-Ser 构建的模型 AUC 为 0.988,表明 D-氨基酸对与 CRC 的关联有重要贡献。进一步的分析还表明,代谢异常与年龄和 CRC 的发展有关,年龄超过 50 岁的 CRC 患者中 D-蛋氨酸(D-Met)减少,而处于 IV 期的患者中 D/L-Gln 高于处于 I 期的患者。本研究提供了尿液样本中 D-氨基酸的特征,并为开发非侵入性 CRC 诊断提供了有前途的策略。