Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD.
Department of Epidemiology, University of Michigan School of Public Health, Ann Arbor, MI.
Int J Cancer. 2019 Dec 15;145(12):3231-3243. doi: 10.1002/ijc.32218. Epub 2019 Mar 24.
Impaired metabolism may play an important role in the pathogenesis of lethal prostate cancer, yet there is a paucity of evidence regarding the association. We conducted a large prospective serum metabolomic analysis of lethal prostate cancer in 523 cases and 523 matched controls nested within the Alpha-Tocopherol, Beta-Carotene Cancer Prevention (ATBC) Study. Median time from baseline fasting serum collection to prostate cancer death was 18 years (maximum 30 years). We identified 860 known biochemicals through an ultrahigh-performance LC-MS/MS platform. Conditional logistic regression models estimated odds ratios (OR) and 95% confidence intervals of risk associated with 1-standard deviation (s.d.) increases in log-metabolite signals. We identified 34 metabolites associated with lethal prostate cancer with a false discovery rate (FDR) < 0.15. Notably, higher serum thioproline, and thioproline combined with two other cysteine-related amino acids and redox metabolites, cystine and cysteine, were associated with reduced risk (1-s.d. OR = 0.75 and 0.71, respectively; p ≤ 8.2 × 10 ). By contrast, the dipeptide leucylglycine (OR = 1.36, p = 8.2 × 10 ), and three gamma-glutamyl amino acids (OR = 1.28-1.30, p ≤ 4.6 × 10 ) were associated with increased risk of lethal prostate cancer. Cases with metastatic disease at diagnosis (n = 179) showed elevated risk for several lipids, including especially the ketone body 3-hydroxybutyrate (BHBA), acyl carnitines, and dicarboxylic fatty acids (1.37 ≤ OR ≤ 1.49, FDR < 0.15). These findings provide a prospective metabolomic profile of lethal prostate cancer characterized by altered biochemicals in the redox, dipeptide, pyrimidine, and gamma-glutamyl amino acid pathways, whereas ketone bodies and fatty acids were associated specifically with metastatic disease.
代谢受损可能在致命性前列腺癌的发病机制中发挥重要作用,但关于其相关性的证据很少。我们在 523 例致命性前列腺癌病例和 523 例匹配对照中进行了大规模前瞻性血清代谢组学分析,这些病例嵌套在 Alpha-Tocopherol、Beta-Carotene Cancer Prevention (ATBC) 研究中。从基线空腹血清采集到前列腺癌死亡的中位时间为 18 年(最长 30 年)。我们通过超高性能 LC-MS/MS 平台鉴定了 860 种已知生化物质。条件逻辑回归模型估计了与 1 个标准差(s.d.)增加的代谢物信号相关的风险的比值比(OR)和 95%置信区间。我们鉴定出 34 种与致命性前列腺癌相关的代谢物,其假发现率(FDR)<0.15。值得注意的是,较高的血清硫脯氨酸,以及与另外两种半胱氨酸相关氨基酸和氧化还原代谢物胱氨酸和半胱氨酸结合的硫脯氨酸,与风险降低相关(1-s.d.OR=0.75 和 0.71,分别;p≤8.2×10-4)。相比之下,二肽亮氨酰甘氨酸(OR=1.36,p=8.2×10-4)和三种γ-谷氨酰氨基酸(OR=1.28-1.30,p≤4.6×10-4)与致命性前列腺癌的风险增加相关。在诊断时患有转移性疾病的病例(n=179)显示出几种脂质的风险升高,包括特别是酮体 3-羟基丁酸(BHBA)、酰基辅酶 A 和二羧酸脂肪酸(1.37≤OR≤1.49,FDR<0.15)。这些发现提供了致命性前列腺癌的前瞻性代谢组学特征,其特征是氧化还原、二肽、嘧啶和γ-谷氨酰氨基酸途径中的生化物质发生改变,而酮体和脂肪酸则与转移性疾病特异性相关。