Department of Urology, University Hospital Charité, Schumannstraß 20/21, 10117 Berlin, Germany; Berlin Institute for Urologic Research, Schumannstraße 20/21, 10117 Berlin, Germany.
Int J Cancer. 2013 Dec 15;133(12):2914-24. doi: 10.1002/ijc.28303. Epub 2013 Jun 29.
Metabolomic research offers a deeper insight into biochemical changes in cancer metabolism and is a promising tool for identifying novel biomarkers. We aimed to evaluate the diagnostic and prognostic potential of metabolites in prostate cancer (PCa) tissue after radical prostatectomy. In matched malignant and nonmalignant prostatectomy samples from 95 PCa patients, aminoadipic acid, cerebronic acid, gluconic acid, glycerophosphoethanolamine, 2-hydroxybehenic acid, isopentenyl pyrophosphate, maltotriose, 7-methylguanine and tricosanoic acid were determined within a global metabolite profiling study using gas chromatography/liquid chromatography-mass spectrometry. The data were related to clinicopathological variables like prostate volume, tumor stage, Gleason score, preoperative prostate-specific antigen and disease recurrence in the follow-up. All nine metabolites showed higher concentrations in malignant than in nonmalignant samples except for gluconic acid and maltotriose, which had lower levels in tumors. Receiver -operating characteristics analysis demonstrated a significant discrimination for all metabolites between malignant and nonmalignant tissue with a maximal area under the curve of 0.86 for tricosanoic acid, whereas no correlation was observed between the metabolite levels and the Gleason score or tumor stage except for gluconic acid. Univariate Cox regression and Kaplan-Meier analyses showed that levels of aminoadipic acid, gluconic acid and maltotriose were associated with the biochemical tumor recurrence (prostate-specific antigen > 0.2 ng/mL). In multivariate Cox regression analyses, aminoadipic acid together with tumor stage and Gleason score remained in a model as independent marker for prediction of biochemical recurrence. This study proved that metabolites in PCa tissue can be used, in combination with traditional clinicopathological factors, as promising diagnostic and prognostic tools.
代谢组学研究提供了对癌症代谢中生化变化的更深入了解,是识别新型生物标志物的有前途的工具。我们旨在评估根治性前列腺切除术后前列腺癌 (PCa) 组织中代谢物的诊断和预后潜力。在 95 例 PCa 患者的配对恶性和非恶性前列腺切除样本中,使用气相色谱/液相色谱-质谱联用技术进行了全局代谢物谱研究,测定了氨基己二酸、脑苷脂酸、葡萄糖酸、甘油磷酸乙醇胺、2-羟基山嵛酸、异戊烯焦磷酸、麦芽三糖、7-甲基鸟嘌呤和二十三烷酸。这些数据与前列腺体积、肿瘤分期、Gleason 评分、术前前列腺特异性抗原和随访中的疾病复发等临床病理变量相关。除葡萄糖酸和麦芽三糖外,所有 9 种代谢物在恶性样本中的浓度均高于非恶性样本,而这两种代谢物在肿瘤中的浓度较低。受试者工作特征分析表明,所有代谢物在恶性和非恶性组织之间均具有显著的区分能力,其中二十三烷酸的曲线下面积最大为 0.86,而除葡萄糖酸外,代谢物水平与 Gleason 评分或肿瘤分期之间没有相关性。单变量 Cox 回归和 Kaplan-Meier 分析显示,氨基己二酸、葡萄糖酸和麦芽三糖的水平与生化肿瘤复发(前列腺特异性抗原>0.2ng/mL)相关。在多变量 Cox 回归分析中,氨基己二酸与肿瘤分期和 Gleason 评分一起作为预测生化复发的独立标志物保留在模型中。这项研究证明,PCa 组织中的代谢物可与传统的临床病理因素结合使用,作为有前途的诊断和预后工具。