Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland.
Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor.
J Gerontol A Biol Sci Med Sci. 2019 May 16;74(6):853-859. doi: 10.1093/gerona/gly128.
Impaired metabolism may play a role in the development and lethality of prostate cancer, yet a comprehensive analysis of the interrelationships appears lacking. We measured 625 metabolites using ultrahigh performance liquid chromatography/mass spectrometry (LC-MS) and gas chromatography/mass spectrometry (GC-MS) of prediagnostic serum from 197 prostate cancer cases in the Alpha-Tocopherol, Beta-Carotene Cancer Prevention (ATBC) Study (ages at diagnosis, 55-86 years). Cox proportional hazards models estimated associations between circulating metabolites and prostate cancer mortality for 1 SD differences (log-metabolite scale), adjusted for age, year of diagnosis, and disease stage. Associations between metabolite chemical classes and survival were examined through pathway analysis, and Cox models assessed the relationship with a sterol/steroid metabolite principal component analysis factor score. Elevated serum N-oleoyl taurine was significantly associated with prostate cancer-specific mortality (hazard ratios [HR] = 1.72 per 1 SD, p < .00008, Bonferroni-corrected threshold = 0.05/625; HR = 3.6 for highest vs lowest tertile, p < .001). Pathway analyses revealed a statistically significant association between lipids and prostate cancer death (p < .006, Bonferroni-corrected threshold = 0.05/8), and sterol/steroid metabolites showed the strongest chemical sub-class association (p = .0014, Bonferroni-corrected threshold = 0.05/45). In the principal component analysis, a 1-SD increment in the sterol/steroid metabolite score increased the risk of prostate cancer death by 46%. Prediagnostic serum N-oleoyl taurine and sterol/steroid metabolites were associated with prostate cancer survival.
代谢紊乱可能在前列腺癌的发生和致死中发挥作用,但目前似乎缺乏对这些相互关系的全面分析。我们使用高效液相色谱/质谱联用(LC-MS)和气相色谱/质谱联用(GC-MS)分析了来自 Alpha-Tocopherol、Beta-Carotene Cancer Prevention(ATBC)研究中 197 例前列腺癌患者的预诊断血清中的 625 种代谢产物(诊断时年龄为 55-86 岁)。Cox 比例风险模型估计了循环代谢产物与前列腺癌死亡率之间的关系,单位为 1SD 差异(对数代谢产物尺度),并根据年龄、诊断年份和疾病分期进行了调整。通过途径分析研究了代谢物化学类别的与生存之间的关系,并通过 Cox 模型评估了与甾醇/类固醇代谢物主成分分析因子评分的关系。血清 N-油酰牛磺酸水平升高与前列腺癌特异性死亡率显著相关(风险比[HR]为 1.72/1SD,p<0.00008,Bonferroni 校正阈值=0.05/625;HR 为最高与最低三分位的 3.6,p<0.001)。途径分析显示脂质与前列腺癌死亡之间存在统计学显著相关性(p<0.006,Bonferroni 校正阈值=0.05/8),甾醇/类固醇代谢物显示出最强的化学亚类相关性(p=0.0014,Bonferroni 校正阈值=0.05/45)。在主成分分析中,甾醇/类固醇代谢物评分增加 1SD 会使前列腺癌死亡的风险增加 46%。预诊断血清 N-油酰牛磺酸和甾醇/类固醇代谢物与前列腺癌生存相关。