Schmidt Julie A, Fensom Georgina K, Rinaldi Sabina, Scalbert Augustin, Appleby Paul N, Achaintre David, Gicquiau Audrey, Gunter Marc J, Ferrari Pietro, Kaaks Rudolf, Kühn Tilman, Floegel Anna, Boeing Heiner, Trichopoulou Antonia, Lagiou Pagona, Anifantis Eleutherios, Agnoli Claudia, Palli Domenico, Trevisan Morena, Tumino Rosario, Bueno-de-Mesquita H Bas, Agudo Antonio, Larrañaga Nerea, Redondo-Sánchez Daniel, Barricarte Aurelio, Huerta José Maria, Quirós J Ramón, Wareham Nick, Khaw Kay-Tee, Perez-Cornago Aurora, Johansson Mattias, Cross Amanda J, Tsilidis Konstantinos K, Riboli Elio, Key Timothy J, Travis Ruth C
Cancer Epidemiology Unit, Nuffield Department of Population Health, University of Oxford, Oxford, OX3 7LF, UK.
International Agency for Research on Cancer, 69372, Lyon, CEDEX 08, France.
BMC Med. 2017 Jul 5;15(1):122. doi: 10.1186/s12916-017-0885-6.
Little is known about how pre-diagnostic metabolites in blood relate to risk of prostate cancer. We aimed to investigate the prospective association between plasma metabolite concentrations and risk of prostate cancer overall, and by time to diagnosis and tumour characteristics, and risk of death from prostate cancer.
In a case-control study nested in the European Prospective Investigation into Cancer and Nutrition, pre-diagnostic plasma concentrations of 122 metabolites (including acylcarnitines, amino acids, biogenic amines, glycerophospholipids, hexose and sphingolipids) were measured using targeted mass spectrometry (AbsoluteIDQ p180 Kit) and compared between 1077 prostate cancer cases and 1077 matched controls. Risk of prostate cancer associated with metabolite concentrations was estimated by multi-variable conditional logistic regression, and multiple testing was accounted for by using a false discovery rate controlling procedure.
Seven metabolite concentrations, i.e. acylcarnitine C18:1, amino acids citrulline and trans-4-hydroxyproline, glycerophospholipids PC aa C28:1, PC ae C30:0 and PC ae C30:2, and sphingolipid SM (OH) C14:1, were associated with prostate cancer (p < 0.05), but none of the associations were statistically significant after controlling for multiple testing. Citrulline was associated with a decreased risk of prostate cancer (odds ratio (OR) = 0.73; 95% confidence interval (CI) 0.62-0.86; p = 0.0002) in the first 5 years of follow-up after taking multiple testing into account, but not after longer follow-up; results for other metabolites did not vary by time to diagnosis. After controlling for multiple testing, 12 glycerophospholipids were inversely associated with advanced stage disease, with risk reduction up to 46% per standard deviation increase in concentration (OR = 0.54; 95% CI 0.40-0.72; p = 0.00004 for PC aa C40:3). Death from prostate cancer was associated with higher concentrations of acylcarnitine C3, amino acids methionine and trans-4-hydroxyproline, biogenic amine ADMA, hexose and sphingolipid SM (OH) C14:1 and lower concentration of glycerophospholipid PC aa C42:4.
Several metabolites, i.e. C18:1, citrulline, trans-4-hydroxyproline, three glycerophospholipids and SM (OH) C14:1, might be related to prostate cancer. Analyses by time to diagnosis indicated that citrulline may be a marker of subclinical prostate cancer, while other metabolites might be related to aetiology. Several glycerophospholipids were inversely related to advanced stage disease. More prospective data are needed to confirm these associations.
关于血液中诊断前代谢物与前列腺癌风险之间的关系,目前所知甚少。我们旨在研究血浆代谢物浓度与前列腺癌总体风险、按诊断时间和肿瘤特征划分的风险以及前列腺癌死亡风险之间的前瞻性关联。
在一项嵌套于欧洲癌症与营养前瞻性调查的病例对照研究中,使用靶向质谱法(AbsoluteIDQ p180试剂盒)测量了122种代谢物(包括酰基肉碱、氨基酸、生物胺、甘油磷脂、己糖和鞘脂)的诊断前血浆浓度,并在1077例前列腺癌病例和1077例匹配对照之间进行了比较。通过多变量条件逻辑回归估计与代谢物浓度相关的前列腺癌风险,并使用错误发现率控制程序对多重检验进行校正。
七种代谢物浓度,即酰基肉碱C18:1、氨基酸瓜氨酸和反式4-羟基脯氨酸、甘油磷脂PC aa C28:1、PC ae C30:0和PC ae C30:2,以及鞘脂SM(OH)C14:1,与前列腺癌相关(p<0.05),但在控制多重检验后,这些关联均无统计学意义。在考虑多重检验后,瓜氨酸在随访的前5年与前列腺癌风险降低相关(优势比(OR)=0.73;95%置信区间(CI)0.62-0.86;p=0.0002),但随访时间更长时则不然;其他代谢物的结果在诊断时间上没有差异。在控制多重检验后,12种甘油磷脂与晚期疾病呈负相关,浓度每增加一个标准差,风险降低高达46%(PC aa C40:3的OR=0.54;95%CI 0.40-0.72;p=0.00004)。前列腺癌死亡与酰基肉碱C3、氨基酸蛋氨酸和反式4-羟基脯氨酸、生物胺ADMA、己糖和鞘脂SM(OH)C14:1的浓度较高以及甘油磷脂PC aa C42:4的浓度较低相关。
几种代谢物,即C18:1、瓜氨酸、反式-4-羟基脯氨酸、三种甘油磷脂和SM(OH)C14:1,可能与前列腺癌有关。按诊断时间进行的分析表明,瓜氨酸可能是亚临床前列腺癌的标志物,而其他代谢物可能与病因有关。几种甘油磷脂与晚期疾病呈负相关。需要更多的前瞻性数据来证实这些关联。