Prognostic value of Akt-1 in human prostate cancer: A computerized quantitative assessment with quantum dot technology Journal Article


Authors: Li, R.; Dai, H.; Wheeler, T. M.; Sayeeduddin, M.; Scardino, P. T.; Frolov, A.; Ayala, G. E.
Article Title: Prognostic value of Akt-1 in human prostate cancer: A computerized quantitative assessment with quantum dot technology
Abstract: Background: Akt/protein kinase B signaling pathway has been implicated in tumorigenesis and progression. Previous studies showed the predictive potential of p-Akt-1, but total Akt-1 could provide more reliable information. We used image deconvolution, nanotechnology (quantum dots), and image analysis to improve Akt-1 quantification. Design: This tissue microarray study included 840 radical prostatectomy cases. Slides were incubated with primary antibody against nonphosphorylated Akt-1 (Akt-1) followed by biotinylated secondary antibody and then by Qdot655 streptavidin conjugate. Slides were imaged under fluorescence microscopy and spectral deconvolution (Nuance) and quantified using plug-in image analysis software. Average intensity of Akt-1 signal was measured and subject to statistical analysis. Multivariate analysis (Cox regression) was applied to assess the prognostic value of Akt-1 for biochemical recurrence and prostate cancer-specific death. Akt-1 expression was also examined for correlations with Ki-67 index and apoptotic index in our database. Result: Akt-1 was inversely correlated with apoptotic index (ρ = -0.203; P = 0.004) but not with Ki-67 index. The correlation between Akt and p-Akt is significant but weak (P = 0.0496; R<sup>2</sup> = 0.118). On multivariate analysis Akt-1 was independently predictive of biochemical recurrence [hazard ratio, 2.863 (95% confidence interval, 1.127-7.271); P = 0.0270]. Akt-1 level is also predictive of prostate cancer-specific death (P = 0.0376). Conclusion: High levels of Akt-1, assessed by quantum dots, deconvolution imaging, and image analysis, are associated with a higher risk of biochemical recurrence and prostate cancer-specific death. © 2009 American Association for Cancer Research.
Keywords: protein kinase b; adult; controlled study; human tissue; protein expression; aged; aged, 80 and over; middle aged; human cell; major clinical study; ki 67 antigen; ki-67 antigen; cohort studies; neoplasm recurrence, local; image analysis; data base; cancer mortality; prostate cancer; kaplan-meiers estimate; prostatic neoplasms; fluorescent antibody technique; proportional hazards model; prostatectomy; quantitative analysis; proto-oncogene proteins c-akt; predictive value of tests; fluorescence microscopy; tissue array analysis; multivariate analysis; tissue microarray; image processing, computer-assisted; computer program; biochemistry; antibody; quantum dot; streptavidin; technology; correlational study; quantum dots
Journal Title: Clinical Cancer Research
Volume: 15
Issue: 10
ISSN: 1078-0432
Publisher: American Association for Cancer Research  
Date Published: 2009-05-15
Start Page: 3568
End Page: 3573
Language: English
DOI: 10.1158/1078-0432.ccr-08-0826
PUBMED: 19417030
PROVIDER: scopus
DOI/URL:
Notes: --- - "Cited By (since 1996): 2" - "Export Date: 30 November 2010" - "CODEN: CCREF" - "Source: Scopus"
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  1. Peter T Scardino
    671 Scardino