Prognostic Value of Akt-1 in Human Prostate Cancer: A Computerized Quantitative Assessment with Quantum Dot Technology

被引:30
作者
Li, Rile [1 ]
Dai, Hong [1 ]
Wheeler, Thomas M. [1 ,2 ]
Sayeeduddin, Mohammad [1 ]
Scardino, Peter T. [3 ]
Frolov, Anna [2 ]
Ayala, Gustavo E. [1 ,2 ]
机构
[1] Baylor Coll Med, Dept Pathol, Houston, TX 77030 USA
[2] Baylor Coll Med, Scott Dept Urol, Houston, TX 77030 USA
[3] Mem Sloan Kettering Canc Ctr, Dept Urol, New York, NY 10021 USA
关键词
PHOSPHORYLATED-AKT; PROTEIN EXPRESSION; UP-REGULATION; PROGRESSION; CARCINOMA; PREDICTOR; SURVIVAL; RECEPTOR; PATHWAY;
D O I
10.1158/1078-0432.CCR-08-0826
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
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 (rho = -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-2 = 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.
引用
收藏
页码:3568 / 3573
页数:6
相关论文
共 22 条
  • [1] High levels of phosphorylated form of Akt-1 in prostate cancer and non-neoplastic prostate tissues are strong predictors of biochemical recurrence
    Ayala, G
    Thompson, T
    Yang, G
    Frolov, A
    Li, RL
    Scardino, P
    Ohori, M
    Wheeler, T
    Harper, W
    [J]. CLINICAL CANCER RESEARCH, 2004, 10 (19) : 6572 - 6578
  • [2] Activated Akt and Erk expression and survival after surgery in pancreatic carcinoma
    Chadha, Krishdeep S.
    Khoury, Thaer
    Yu, Jihnhee
    Black, Jennifer D.
    Gibbs, John F.
    Kuvshinoff, Boris W.
    Tan, Dongfeng
    Brattain, Michael G.
    Javle, Milind M.
    [J]. ANNALS OF SURGICAL ONCOLOGY, 2006, 13 (07) : 933 - 939
  • [3] Pim-2 upregulation: Biological implications associated with disease progression and perinueral invasion in prostate cancer
    Dai, H
    Li, RL
    Wheeler, T
    de Vivar, AD
    Frolov, A
    Tahir, S
    Agoulnik, I
    Thompson, T
    Rowley, D
    Ayala, G
    [J]. PROSTATE, 2005, 65 (03) : 276 - 286
  • [4] Deocampo N D, 2003, Minerva Endocrinol, V28, P145
  • [5] Edwards J, 2003, CLIN CANCER RES, V9, P5271
  • [6] Role of PI3K/AKT/mTOR signaling in the cell cycle progression of human prostate cancer
    Gao, N
    Zhang, Z
    Jiang, BH
    Shi, XL
    [J]. BIOCHEMICAL AND BIOPHYSICAL RESEARCH COMMUNICATIONS, 2003, 310 (04) : 1124 - 1132
  • [7] High throughput quantification of protein expression of cancer antigens in tissue microarray using quantum dot nanocrystals
    Ghazani, Arezou A.
    Lee, Jeongjin A.
    Klostranec, Jesse
    Xiang, Qing
    Dacosta, Ralph S.
    Wilson, Brian C.
    Tsao, Ming S.
    Chan, Warren C. W.
    [J]. NANO LETTERS, 2006, 6 (12) : 2881 - 2886
  • [8] Increased AKT activity contributes to prostate cancer progression by dramatically accelerating prostate tumor growth and diminishing p27Kip1 expression
    Graff, JR
    Konicek, BW
    McNulty, AM
    Wang, ZJ
    Houck, K
    Allen, S
    Paul, JD
    Hbaiu, A
    Goode, RG
    Sandusky, GE
    Vessella, RL
    Neubauer, BL
    [J]. JOURNAL OF BIOLOGICAL CHEMISTRY, 2000, 275 (32) : 24500 - 24505
  • [9] Phosphorylation of Akt (Ser473) is an excellent predictor of poor clinical outcome in prostate cancer
    Kreisberg, JI
    Malik, SN
    Prihoda, TJ
    Bedolla, RG
    Troyer, DA
    Kreisberg, S
    Ghosh, PM
    [J]. CANCER RESEARCH, 2004, 64 (15) : 5232 - 5236
  • [10] Expression and localisation of Akt-1, Akt-2 and Akt-3 correlate with clinical outcome of prostate cancer patients
    Le Page, C.
    Koumakpayi, I. H.
    Alam-Fahmy, M.
    Mes-Masson, A. -M.
    Saad, F.
    [J]. BRITISH JOURNAL OF CANCER, 2006, 94 (12) : 1906 - 1912