Center for Proteomics and Metabolomics, Leiden University Medical Center, Leiden, The Netherlands.
Maastricht MultiModal Molecular Imaging institute (M4I), Maastricht University, Maastricht, The Netherlands.
J Am Soc Mass Spectrom. 2017 Feb;28(2):376-383. doi: 10.1007/s13361-016-1544-4. Epub 2016 Nov 21.
Metabolites can be an important read-out of disease. The identification and validation of biomarkers in the cancer metabolome that can stratify high-risk patients is one of the main current research aspects. Mass spectrometry has become the technique of choice for metabolomics studies, and mass spectrometry imaging (MSI) enables their visualization in patient tissues. In this study, we used MSI to identify prognostic metabolite biomarkers in high grade sarcomas; 33 high grade sarcoma patients, comprising osteosarcoma, leiomyosarcoma, myxofibrosarcoma, and undifferentiated pleomorphic sarcoma were analyzed. Metabolite MSI data were obtained from sections of fresh frozen tissue specimens with matrix-assisted laser/desorption ionization (MALDI) MSI in negative polarity using 9-aminoarcridine as matrix. Subsequent annotation of tumor regions by expert pathologists resulted in tumor-specific metabolite signatures, which were then tested for association with patient survival. Metabolite signals with significant clinical value were further validated and identified by high mass resolution Fourier transform ion cyclotron resonance (FTICR) MSI. Three metabolite signals were found to correlate with overall survival (m/z 180.9436 and 241.0118) and metastasis-free survival (m/z 160.8417). FTICR-MSI identified m/z 241.0118 as inositol cyclic phosphate and m/z 160.8417 as carnitine. Graphical Abstract ᅟ.
代谢物可以作为疾病的重要指标。鉴定和验证癌症代谢组学中能够对高危患者进行分层的生物标志物是当前主要研究方向之一。质谱已成为代谢组学研究的首选技术,而质谱成像(MSI)能够在患者组织中对其进行可视化。在这项研究中,我们使用 MSI 来鉴定高级别肉瘤中的预后代谢物生物标志物;分析了 33 名高级别肉瘤患者,包括骨肉瘤、平滑肌肉瘤、黏液纤维肉瘤和未分化多形性肉瘤。使用基质辅助激光/解吸电离(MALDI)MSI 在负极性下用 9-氨基吖啶作为基质从新鲜冷冻组织标本的切片中获得代谢物 MSI 数据。随后由专家病理学家对肿瘤区域进行注释,得到肿瘤特异性代谢物特征,然后对其与患者生存的相关性进行测试。具有显著临床价值的代谢物信号通过高分辨率傅里叶变换离子回旋共振(FTICR)MSI 进一步验证和鉴定。发现三个代谢物信号与总生存(m/z 180.9436 和 241.0118)和无转移生存(m/z 160.8417)相关。FTICR-MSI 将 m/z 241.0118 鉴定为肌醇环磷酸酯,m/z 160.8417 鉴定为肉碱。