Department of Medical Oncology, Mayo Clinic, Rochester, MN.
Department of Health Sciences Research, Mayo Clinic, Rochester, MN.
Clin Genitourin Cancer. 2019 Aug;17(4):248-253.e7. doi: 10.1016/j.clgc.2019.03.006. Epub 2019 Mar 15.
We investigated the serum proteome of hormone-sensitive prostate cancer patients to determine candidate biomarkers associated with androgen deprivation therapy (ADT) efficacy.
Serum proteomes generated using isobaric mass tags for relative and absolute quantitation were analyzed using reverse-phase liquid chromatography coupled to tandem mass spectrometry. The advanced hormone-sensitive prostate cancer cohorts studied were: (1) untreated "paired" pre-ADT and 4-month post-ADT hormone-sensitive patients (n = 15); (2) "early ADT failure" patients (n = 10) in whom ADT treatment failed within a short period of time; and (3) "late ADT failure" patients (n = 10) in whom ADT treatment failed after a prolonged response time. Differential abundance was assessed, and ingenuity pathway analysis (IPA) was used to identify interaction networks in selected candidates from these comparisons.
Between "post-ADT" and combined "early" and "late" ADT failure groups 149 differentially detected candidates were observed, and between "early" and "late" ADT failure groups 98 candidates were observed; 47 candidates were common in both comparisons. IPA network enrichment analysis of the 47 candidates identified 3 interaction networks (P < .01) including 17-β-estradiol, nuclear factor kappa-light-chain enhancer of activated B cells complex, and P38 mitogen-activated protein kinases as pathways with potential markers of response to ADT.
A global proteomic analysis identified pathways with markers of ADT response, which will need validation in independent data sets.
我们研究了激素敏感型前列腺癌患者的血清蛋白质组,以确定与雄激素剥夺治疗(ADT)疗效相关的候选生物标志物。
使用等重标记相对和绝对定量法生成的血清蛋白质组,通过反相液相色谱与串联质谱联用进行分析。所研究的晚期激素敏感型前列腺癌队列包括:(1)未经治疗的“配对”ADT 前和 4 个月 ADT 后激素敏感型患者(n=15);(2)ADT 治疗在短时间内失败的“早期 ADT 失败”患者(n=10);(3)ADT 治疗在延长的反应时间后失败的“晚期 ADT 失败”患者(n=10)。评估了差异丰度,并使用 Ingenuity 通路分析(IPA)识别了来自这些比较的选定候选者的相互作用网络。
在“ADT 后”与联合“早期”和“晚期”ADT 失败组之间观察到 149 个差异检测到的候选者,在“早期”与“晚期”ADT 失败组之间观察到 98 个候选者;47 个候选者在这两个比较中都是共同的。对 47 个候选者的 IPA 网络富集分析确定了 3 个相互作用网络(P<.01),包括 17-β-雌二醇、核因子 kappa-轻链增强子的 B 细胞复合物和 P38 丝裂原活化蛋白激酶,作为 ADT 反应潜在标志物的途径。
全面的蛋白质组学分析确定了 ADT 反应的标记物途径,这些标记物途径需要在独立的数据集进行验证。