Serum Proteomics on the Basis of Discovery of Predictive Biomarkers of Response to Androgen Deprivation Therapy in Advanced Prostate Cancer

被引:7
|
作者
Kohli, Manish [1 ]
Oberg, Ann L. [2 ]
Mahoney, Douglas W. [2 ]
Riska, Shaun M. [2 ]
Sherwood, Robert [3 ]
Zhang, Yuzi [2 ]
Zenka, Roman M. [4 ]
Sahasrabudhe, Deepak [5 ]
Qin, Rui [6 ]
Zhang, Sheng [3 ]
机构
[1] Mayo Clin, Dept Med Oncol, Rochester, MN USA
[2] Mayo Clin, Dept Hlth Sci Res, Rochester, MN USA
[3] Cornell Univ, Inst Biotechnol & Life Sci Technol, 526 Campus Rd, Ithaca, NY 14853 USA
[4] Mayo Clin, Proteomcis Core, Rochester, MN USA
[5] Univ Rochester, Dept Med, Rochester, NY USA
[6] Janssen Pharmaceut, Clin Biostat, Raritan, NJ USA
基金
美国国家卫生研究院;
关键词
Hormonal therapy; Predictive factors; Prostate cancer; Proteomics; Serum; HORMONAL-THERAPY; PLASMA-PROTEOME; ANTIGEN; ORCHIECTOMY; FLUTAMIDE; QUANTITATION; BLOCKADE; SURVIVAL; MARKERS; MS/MS;
D O I
10.1016/j.clgc.2019.03.006
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
A global serum proteomic analysis was performed using liquid chromatography coupled with tandem mass spectrometry to identify predictive biomarkers in hormone-sensitive prostate cancer patients undergoing androgen deprivation therapy. We identified 47 candidates and then performed network enrichment analysis, which implicated beta estradiol, nuclear factor kappa-light-chain enhancer of activated B cells complex, and P38 mitogen-activated protein kinases complex pathways as candidate pathways with potential predictive biomarkers of androgen deprivation. Background: We investigated the serum proteome of hormone-sensitive prostate cancer patients to determine candidate biomarkers associated with androgen deprivation therapy (ADT) efficacy. Patients and Methods: 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. Results: 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-beta-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. Conclusion: A global proteomic analysis identified pathways with markers of ADT response, which will need validation in independent data sets. (C) 2019 Elsevier Inc. All rights reserved.
引用
收藏
页码:248 / +
页数:13
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