Evaluation of protein biomarkers of prostate cancer aggressiveness

被引:41
|
作者
Rizzardi, Anthony E. [1 ,2 ,3 ]
Rosener, Nikolaus K. [2 ,3 ]
Koopmeiners, Joseph S. [4 ,5 ]
Vogel, Rachel Isaksson [4 ]
Metzger, Gregory J. [6 ]
Forster, Colleen L. [7 ]
Marston, Lauren O. [2 ,3 ]
Tiffany, Jessica R. [2 ,3 ]
McCarthy, James B. [2 ,3 ]
Turley, Eva A. [8 ,9 ]
Warlick, Christopher A. [10 ]
Henriksen, Jonathan C. [1 ,2 ,3 ,7 ]
Schmechel, Stephen C. [1 ,2 ,3 ,7 ]
机构
[1] Univ Washington, Dept Pathol, Seattle, WA 98104 USA
[2] Univ Minnesota, Dept Lab Med & Pathol, Minneapolis, MN 55455 USA
[3] Univ Minnesota, Mason Canc Ctr, Minneapolis, MN 55455 USA
[4] Univ Minnesota, Mason Canc Ctr, Biostat & Bioinformat Core, Minneapolis, MN USA
[5] Univ Minnesota, Sch Publ Hlth, Div Biostat, Minneapolis, MN 55455 USA
[6] Univ Minnesota, Dept Radiol, Minneapolis, MN 55455 USA
[7] Univ Minnesota, Acad Hlth Ctr, BioNet, Minneapolis, MN USA
[8] Univ Western Ontario, Dept Biochem, London Hlth Sci Ctr, London, ON, Canada
[9] Univ Western Ontario, Dept Oncol, London Hlth Sci Ctr, London, ON, Canada
[10] Univ Minnesota, Dept Urol, Minneapolis, MN USA
来源
BMC CANCER | 2014年 / 14卷
关键词
Prostate cancer; Aggressiveness; Biomarker; Signature; GLEASON PATTERN 5; RADICAL PROSTATECTOMY; MULTIVARIATE IMPUTATION; PROGNOSTIC-SIGNIFICANCE; MICROVESSEL DENSITY; IMAGE-ANALYSIS; BREAST-CANCER; EXPRESSION; RHAMM; HYALURONAN;
D O I
10.1186/1471-2407-14-244
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: Prognostic multibiomarker signatures in prostate cancer (PCa) may improve patient management and provide a bridge for developing novel therapeutics and imaging methods. Our objective was to evaluate the association between expression of 33 candidate protein biomarkers and time to biochemical failure (BF) after prostatectomy. Methods: PCa tissue microarrays were constructed representing 160 patients for whom clinicopathologic features and follow-up data after surgery were available. Immunohistochemistry for each of 33 proteins was quantified using automated digital pathology techniques. Relationships between clinicopathologic features, staining intensity, and time to BF were assessed. Predictive modeling using multiple imputed datasets was performed to identify the top biomarker candidates. Results: In univariate analyses, lymph node positivity, surgical margin positivity, non-localized tumor, age at prostatectomy, and biomarkers CCND1, HMMR, IGF1, MKI67, SIAH2, and SMAD4 in malignant epithelium were significantly associated with time to BF. HMMR, IGF1, and SMAD4 remained significantly associated with BF after adjusting for clinicopathologic features while additional associations were observed for HOXC6 and MAP4K4 following adjustment. In multibiomarker predictive models, 3 proteins including HMMR, SIAH2, and SMAD4 were consistently represented among the top 2, 3, 4, and 5 most predictive biomarkers, and a signature comprised of these proteins best predicted BF at 3 and 5 years. Conclusions: This study provides rationale for investigation of HMMR, HOXC6, IGF1, MAP4K4, SIAH2, and SMAD4 as biomarkers of PCa aggressiveness in larger cohorts.
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页数:14
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