Metabolomic Profiling identifies Biochemical Pathways Associated with Castration-Resistant Prostate Cancer

被引:48
作者
Kaushik, Akash K. [1 ,2 ]
Vareed, Shaiju K. [2 ]
Basu, Sumanta [3 ]
Putluri, Vasanta [2 ]
Putluri, Nagireddy [2 ]
Panzitt, Katrin [2 ]
Brennan, Christine A. [5 ]
Chinnaiyan, Arul M. [4 ]
Vergara, Ismael A. [7 ]
Erho, Nicholas [7 ]
Weigel, Nancy L.
Mitsiades, Nicholas
Shojaie, Ali [6 ]
Palapattu, Ganesh [4 ]
Michailidis, George [3 ]
Sreekumar, Arun [1 ,2 ]
机构
[1] Baylor Coll Med, Verna & Marrs McLean Dept Biochem & Mol Biol, Houston, TX 77030 USA
[2] Baylor Coll Med, Alkek Ctr Mol Discovery, Houston, TX 77030 USA
[3] Univ Michigan, Dept Stat, Ann Arbor, MI 48109 USA
[4] Univ Michigan, Dept Urol, Ann Arbor, MI 48109 USA
[5] Univ Michigan, Michigan Ctr Translat Pathol, Ann Arbor, MI 48109 USA
[6] Univ Washington, Dept Biostat, Seattle, WA 98195 USA
[7] GenomeDx Biosci Inc, Vancouver, BC V6B 1B8, Canada
基金
美国国家科学基金会;
关键词
prostate cancer; castration-resistant prostate cancer; metabolomics; metabolic phenotyping; liquid chromatography-mass spectrometry; Oncomine concept map; biochemical recurrence; ANDROGEN-REGULATED GENES; UGT2B17; ENZYMES; RECEPTOR; EXPRESSION; LNCAP; CELLS; PROGRESSION; SIGNATURES; REVEALS; TRANSCRIPTION;
D O I
10.1021/pr401106h
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Despite recent developments in treatment strategies, castration-resistant prostate cancer (CRPC) is still the second leading cause of cancer-associated mortality among American l men, the biological underpinnings of which are not well understood. To this end, we measured levels of 150 metabolites and examined the rate of utilization of 184 metabolites in metastatic androgen-dependent prostate cancer (AD) and CRPC cell lines using a combination of targeted mass spectrometry and metabolic phenotyping. Metabolic data were used to derive biochemical pathways that were enriched in CRPC, using Oncomine concept maps (OCM). The enriched pathways were then examined in-silico for their association with treatment failure (i.e., prostate specific antigen (PSA) recurrence or biochemical recurrence) using published clinically annotated gene expression data sets. Our results indicate that a total of 19 metabolites were altered in CRPC compared to AD cell lines. These altered metabolites mapped to a highly interconnected network of biochemical pathways that describe UDP glucuronosyltransferase (UGT) activity. We observed an association with time to treatment failure in an analysis employing genes restricted to this pathway in three independent gene expression data sets. In summary, our studies highlight the value of employing metabolomic strategies in cell lines to derive potentially clinically useful predictive tools.
引用
收藏
页码:1088 / 1100
页数:13
相关论文
共 56 条
  • [1] Androgen receptor mediates the expression of UDP-glucuronosyltransferase 2 B15 and B17 genes
    Bao, Bo-Ying
    Chuang, Bin-Fay
    Wang, Qianben
    Sartor, Oliver
    Balk, Steven P.
    Brown, Myles
    Kantoff, Philip W.
    Lee, Gwo-Shu Mary
    [J]. PROSTATE, 2008, 68 (08) : 839 - 848
  • [2] Inactivation of androgens by UDP-glucuronosyltransferase enzymes in humans
    Bélanger, A
    Pelletier, G
    Labrie, F
    Barbier, O
    Chouinard, S
    [J]. TRENDS IN ENDOCRINOLOGY AND METABOLISM, 2003, 14 (10) : 473 - 479
  • [3] Reactivation of Androgen Receptor-Regulated TMPRSS2:ERG Gfene Expression in Castration-Resistant Prostate Cancer
    Cai, Changmeng
    Wang, Hongyun
    Xu, Youyuan
    Chen, Shaoyong
    Balk, Steven P.
    [J]. CANCER RESEARCH, 2009, 69 (15) : 6027 - 6032
  • [4] UDP-glucuronosyltransferase 2B15 ( UGT2B15) and UGT2B17 enzymes are major determinants of the androgen response in prostate cancer LNCaP cells
    Chouinard, Sarah
    Barbier, Olivier
    Belanger, Alain
    [J]. JOURNAL OF BIOLOGICAL CHEMISTRY, 2007, 282 (46) : 33466 - 33474
  • [5] A CONTROLLED TRIAL OF LEUPROLIDE WITH AND WITHOUT FLUTAMIDE IN PROSTATIC-CARCINOMA
    CRAWFORD, ED
    EISENBERGER, MA
    MCLEOD, DG
    SPAULDING, JT
    BENSON, R
    DORR, FA
    BLUMENSTEIN, BA
    DAVIS, MA
    GOODMAN, PJ
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 1989, 321 (07) : 419 - 424
  • [6] Multiple Oncogenic Pathway Signatures Show Coordinate Expression Patterns in Human Prostate Tumors
    Creighton, Chad J.
    [J]. PLOS ONE, 2008, 3 (03):
  • [7] Switch from antagonist to agonist of the androgen receptor blocker bicalutamide is associated with prostate tumour progression in a new model system
    Culig Z.
    Hoffmann J.
    Erdel M.
    Eder I.E.
    Hobisch A.
    Hittmair A.
    Bartsch G.
    Utermann G.
    Schneider M.R.
    Parczyk K.
    Klocker H.
    [J]. British Journal of Cancer, 1999, 81 (2) : 242 - 251
  • [8] Expression and function of androgen receptor coactivators in prostate cancer
    Culig, Z
    Comuzzi, B
    Steiner, H
    Bartsch, G
    Hobisch, A
    [J]. JOURNAL OF STEROID BIOCHEMISTRY AND MOLECULAR BIOLOGY, 2004, 92 (04) : 265 - 271
  • [9] Persistent androgen receptor-mediated transcription in castration-resistant prostate cancer under androgen-deprived conditions
    Decker, Keith F.
    Zheng, Dali
    He, Yuhong
    Bowman, Tamara
    Edwards, John R.
    Jia, Li
    [J]. NUCLEIC ACIDS RESEARCH, 2012, 40 (21) : 10765 - 10779
  • [10] A comprehensive evaluation of normalization methods for Illumina high-throughput RNA sequencing data analysis
    Dillies, Marie-Agnes
    Rau, Andrea
    Aubert, Julie
    Hennequet-Antier, Christelle
    Jeanmougin, Marine
    Servant, Nicolas
    Keime, Celine
    Marot, Guillemette
    Castel, David
    Estelle, Jordi
    Guernec, Gregory
    Jagla, Bernd
    Jouneau, Luc
    Laloe, Denis
    Le Gall, Caroline
    Schaeffer, Brigitte
    Le Crom, Stephane
    Guedj, Mickael
    Jaffrezic, Florence
    [J]. BRIEFINGS IN BIOINFORMATICS, 2013, 14 (06) : 671 - 683