†School of Dentistry and Jonsson Comprehensive Cancer Center, University of California, Los Angeles, California 90095, United States.
‡Thermo Fisher Scientific Inc, San Jose, California 95134, United States.
Anal Chem. 2015 Jun 16;87(12):6371-9. doi: 10.1021/acs.analchem.5b01350. Epub 2015 May 22.
In this study, we have demonstrated a targeted metabolomics method for analysis of cancer cells, based on high-performance ion chromatography (IC) separation, Q Exactive HF MS for high-resolution and accurate-mass (HR/AM) measurement and the use of stable isotope-labeled internal standards for absolute quantitation. Our method offers great technical advantages for metabolite analysis, including exquisite sensitivity, high speed and reproducibility, and wide dynamic range. The high-performance IC provided fast separation of cellular metabolites within 20 min and excellent resolving power for polar molecules including many isobaric metabolites. The IC/Q Exactive HF MS achieved wide dynamic ranges of 5 orders of magnitude for six targeted metabolites, pyruvate, succinic acid, malic acid, citric acid, fumaric acid, and alpha-ketoglutaric acid, with R(2) ≈ 0.99. Using this platform, metabolites can be simultaneously quantified from low fmol/μL to nmol/μL levels in cellular samples. The high flow rate IC at 380 μL/min has shown excellent reproducibility for a large set of samples (150 injections), with minimal variations of retention time (SD < ± 0.03 min). In addition, the IC-MS-based approach acquires targeted and global metabolomic data in a same analytical run, and the use of stable isotope-labeled standards facilitates accurate quantitation of targeted metabolites in large-scale metabolomics analysis. This metabolomics approach has been successfully applied to analysis of targeted metabolites in head and neck cancer cells as well as cancer stem-like cells (CSCs), and the findings indicate that the metabolic phenotypes may be distinct between high and low invasive head and neck cancer cells and between CSCs and non-SCCs.
在这项研究中,我们展示了一种基于高效离子色谱(IC)分离、高分辨率和精确质量(HR/AM)测量的 Q Exactive HF MS 以及使用稳定同位素标记内标进行绝对定量的靶向代谢组学方法分析癌细胞。我们的方法为代谢物分析提供了巨大的技术优势,包括精致的灵敏度、高速和重现性以及宽动态范围。高性能 IC 提供了 20 分钟内细胞代谢物的快速分离和优异的分离度,包括许多等摩尔代谢物在内的极性分子。IC/Q Exactive HF MS 实现了六个靶向代谢物(丙酮酸、琥珀酸、苹果酸、柠檬酸、富马酸和α-酮戊二酸)的 5 个数量级的宽动态范围,R²≈0.99。使用该平台,可以从细胞样品中低 fmol/μL 到 nmol/μL 水平同时定量代谢物。380 μL/min 的高流速 IC 对大量样品(150 次注射)显示出出色的重现性,保留时间的变化最小(SD<±0.03 min)。此外,基于 IC-MS 的方法在同一分析运行中获取靶向和全局代谢组学数据,并且使用稳定同位素标记标准品可促进在大规模代谢组学分析中对靶向代谢物的准确定量。该代谢组学方法已成功应用于头颈部癌细胞和癌症干细胞(CSCs)中靶向代谢物的分析,研究结果表明,高侵袭性和低侵袭性头颈部癌细胞之间以及 CSCs 和非 SCCs 之间的代谢表型可能不同。