Feng Li Rebekah, Barb Jennifer J, Allen Hannah, Regan Jeniece, Saligan Leorey
National Institute of Nursing Research, National Institutes of Health, Bethesda, MD, United States.
Clinical Center, National Institutes of Health, Bethesda, MD, United States.
Front Cell Dev Biol. 2021 May 17;9:642307. doi: 10.3389/fcell.2021.642307. eCollection 2021.
Androgen deprivation therapy (ADT) is a cornerstone treatment for prostate cancer. Despite the clinical benefits, ADT is associated with multiple adverse effects including fatigue. The goal of the study was to examine metabolomic changes to better understand cancer-related fatigue specific to ADT treatment.
A total of 160 plasma samples collected from participants with (+ADT, = 58) or without neoadjuvant ADT (-ADT, = 102) prior to radiation therapy for treatment of non-metastatic localized prostate cancer were included in the study. Fatigue and sleep-related impairment were measured using the Patient Reported Outcomes Measurement Information System. Plasma metabolites were identified and measured using untargeted ultrahigh-performance liquid chromatography/mass spectrometry metabolomics analyses. Partial least square discriminant analysis was used to identify discriminant metabolite features, and the diagnostic performance of selected classifiers was quantified using AUROC curve analysis. Pathway enrichment analysis was performed using metabolite sets enrichment analyses.
Steroid hormone biosynthesis pathways, including androstenedione metabolism as well as androgen and estrogen metabolism, were overrepresented by metabolites that significantly discriminated samples in the +ADT from the -ADT group. Additional overrepresented metabolic pathways included amino acid metabolism, glutathione metabolism, and carnitine synthesis. Of the metabolites that were significantly different between the groups, steroid hormone biosynthesis metabolites were most significantly correlated with fatigue severity. Sleep-related impairment was strongly correlated with fatigue severity and inversely correlated with ADT-induced reduction in androsterone sulfate.
Patients with non-metastatic prostate cancer receiving neoadjuvant ADT prior to radiation therapy reported relatively more severe fatigue. Increased fatigue in this population may be attributable to sleep-related impairment associated with alterations in steroid hormone biosynthesis. Findings in this study provide a basis for further research of changes in sleep patterns and their role in this specific subcategory of cancer-related fatigue caused by the treatment.
雄激素剥夺疗法(ADT)是前列腺癌的一种基础治疗方法。尽管有临床益处,但ADT与多种不良反应相关,包括疲劳。本研究的目的是检查代谢组学变化,以更好地了解ADT治疗特有的癌症相关疲劳。
本研究纳入了160份血浆样本,这些样本来自接受新辅助ADT(+ADT,n = 58)或未接受新辅助ADT(-ADT,n = 102)的非转移性局限性前列腺癌放射治疗患者。使用患者报告结局测量信息系统测量疲劳和睡眠相关障碍。使用非靶向超高效液相色谱/质谱代谢组学分析鉴定和测量血浆代谢物。采用偏最小二乘判别分析来识别判别代谢物特征,并使用AUROC曲线分析对所选分类器的诊断性能进行量化。使用代谢物集富集分析进行通路富集分析。
在显著区分+ADT组和-ADT组样本的代谢物中,类固醇激素生物合成途径,包括雄烯二酮代谢以及雄激素和雌激素代谢,占比过高。其他占比过高的代谢途径包括氨基酸代谢、谷胱甘肽代谢和肉碱合成。在两组之间有显著差异的代谢物中,类固醇激素生物合成代谢物与疲劳严重程度的相关性最为显著。睡眠相关障碍与疲劳严重程度密切相关,与ADT诱导的硫酸雄酮降低呈负相关。
在放射治疗前接受新辅助ADT的非转移性前列腺癌患者报告的疲劳相对更严重。该人群疲劳增加可能归因于与类固醇激素生物合成改变相关的睡眠相关障碍。本研究结果为进一步研究睡眠模式变化及其在这种由治疗引起的特定类型癌症相关疲劳中的作用提供了基础。