School of Pharmaceutical Sciences, University of Geneva, 1211, Geneva 4, Switzerland.
World-Class Research Center Digital Biodesign and Personalized Healthcare, I.M. Sechenov First Moscow State Medical University, 119435, Moscow, Russia.
Sci Rep. 2024 Jan 18;14(1):1577. doi: 10.1038/s41598-024-51859-1.
The steroid submetabolome, or steroidome, is of particular interest in prostate cancer (PCa) as the dependence of PCa growth on androgens is well known and has been routinely exploited in treatment for decades. Nevertheless, the community is still far from a comprehensive understanding of steroid involvement in PCa both at the tissue and at systemic level. In this study we used liquid chromatography/high resolution mass spectrometry (LC/HRMS) backed by a dynamic retention time database DynaSTI to obtain a readout on circulating steroids in a cohort reflecting a progression of the PCa. Hence, 60 relevant compounds were annotated in the resulting LC/HRMS data, including 22 unknown steroid isomers therein. Principal component analysis revealed only subtle alterations of the systemic steroidome in the study groups. Next, a supervised approach allowed for a differentiation between the healthy state and any of the stages of the disease. Subsequent clustering of steroid metabolites revealed two groups responsible for this outcome: one consisted primarily of the androgens, whereas another contained corticosterone and its metabolites. The androgen data supported the currently established involvement of a hypothalamic-pituitary-gonadal axis in the development of PCa, whereas biological role of corticosterone remained elusive. On top of that, current results suggested a need for improvement in the dynamic range of the analytical methods to better understand the role of low abundant steroids, as the analysis revealed an involvement of estrogen metabolites. In particular, 2-hydroxyestradiol-3-methylether, one of the compounds present in the disease phenotype, was annotated and reported for the first time in men.
类固醇亚代谢组或类固醇组在前列腺癌(PCa)中特别受关注,因为众所周知,PCa 的生长依赖于雄激素,并且几十年来一直被常规用于治疗。然而,医学界仍然远未全面了解类固醇在组织和全身水平上对 PCa 的影响。在这项研究中,我们使用液相色谱/高分辨率质谱(LC/HRMS),并辅以动态保留时间数据库 DynaSTI,以获取反映 PCa 进展的队列中循环类固醇的读数。因此,在所得的 LC/HRMS 数据中注释了 60 种相关化合物,其中包括 22 种未知的类固醇异构体。主成分分析显示,研究组中系统性类固醇组仅有细微变化。接下来,有监督的方法可以区分健康状态和疾病的任何阶段。随后对类固醇代谢物进行聚类,发现有两组代谢物负责这种结果:一组主要由雄激素组成,另一组包含皮质酮及其代谢物。雄激素数据支持目前已建立的下丘脑-垂体-性腺轴在 PCa 发展中的作用,而皮质酮的生物学作用仍不清楚。除此之外,目前的结果表明需要改进分析方法的动态范围,以更好地了解低丰度类固醇的作用,因为分析显示雌激素代谢物的作用。特别是,2-羟基雌二醇-3-甲醚是疾病表型中存在的化合物之一,被注释并首次在男性中报道。