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前列腺癌生存的预诊断血清代谢组学分析。

Pre-diagnostic Serum Metabolomic Profiling of Prostate Cancer Survival.

机构信息

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.

出版信息

J Gerontol A Biol Sci Med Sci. 2019 May 16;74(6):853-859. doi: 10.1093/gerona/gly128.

Abstract

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.

摘要

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。

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