Multiplexed immunobead-based cytokine profiling for early detection of ovarian cancer

被引:214
作者
Gorelik, E
Landsittel, DP
Marrangoni, AM
Modugno, F
Velikokhatnaya, L
Winans, MT
Bigbee, WL
Herberman, RB
Lokshin, AE
机构
[1] Univ Pittsburgh, Hillman Canc Ctr, Inst Canc, Pittsburgh, PA 15213 USA
[2] Univ Pittsburgh, Sch Med, Div Hematol Oncol, Pittsburgh, PA USA
[3] Univ Pittsburgh, Dept Pathol & Immunol, Pittsburgh, PA USA
[4] Univ Pittsburgh, Dept Biostat, Pittsburgh, PA USA
[5] Univ Pittsburgh, Dept Epidemiol, Pittsburgh, PA USA
关键词
D O I
10.1158/1055-9965.EPI-04-0404
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Early detection of ovarian cancer might improve clinical outcome. Some studies have shown the role of cytokines as a new group of tumor markers for ovarian cancer. We hypothesized that a panel comprised of multiple cytokines, which individually may not show strong correlation with the disease, might provide higher diagnostic power. To evaluate the diagnostic utility of cytokine panel, we used a novel multianalyte LabMAP profiling technology that allows simultaneous measurement of multiple markers. Concentrations of 24 cytokines (cytokines/chemokines, growth, and angiogenic factors) in combination with cancer antigen-125 (CA-125), were measured in sera of 44 patients with early-stage ovarian cancer, 45 healthy women, and 37 patients with benign pelvic tumors. Six markers, i.e., interleukin (IL)-6, IL-8, epidermal growth factor (EGF) vascular endothelial growth factor (VEGF), monocyte chemoattractant protein-1 (MCP-1), and CA-125, showed significant differences in serum concentrations between ovarian cancer and control groups. Out of this group, IL-6, IL-8, VEGF, EGF, and CA-125, were used in a classification tree analysis that resulted in 84% sensitivity at 95% specificity. The receiver operator characteristic curve created using the combination of markers produced sensitivities between 90% and 100% in the area of 80% to 90% specificity, whereas the receiver operator characteristic curve for CA-125 alone resulted in sensitivities of 70% to 80%. The classification tree analysis for discrimination of benign condition from ovarian cancer used CA-125, granulocyte colony-stimulating factor (G-CSF), IL-6, EGF, and VEGF resulting in 86.5% sensitivity and 93.0% specificity. The presented data show that simultaneous testing of a panel of serum cytokines and CA-125 using LabMAP technology may present a promising approach for ovarian cancer detection.
引用
收藏
页码:981 / 987
页数:7
相关论文
共 68 条
  • [1] [Anonymous], 2003, J. Clin. Oncol, DOI DOI 10.1200/JCO.2003.01.068
  • [2] Interferon-beta-1b increases serum interleukin-12 p40 levels in primary progressive multiple sclerosis patients
    Bahner, D
    Klucke, C
    Kitze, B
    Elitok, E
    Bogumil, T
    Dressel, A
    Tumani, H
    Weber, F
    Poser, S
    Bitsch, A
    [J]. NEUROSCIENCE LETTERS, 2002, 326 (02) : 125 - 128
  • [3] Baron AT, 1999, CANCER EPIDEM BIOMAR, V8, P129
  • [4] CA 125: The past and the future
    Bast, RC
    Xu, FJ
    Yu, YH
    Barnhill, S
    Zhang, Z
    Mills, GB
    [J]. INTERNATIONAL JOURNAL OF BIOLOGICAL MARKERS, 1998, 13 (04) : 179 - 187
  • [5] BEREK JS, 1995, CANCER-AM CANCER SOC, V76, P2092, DOI 10.1002/1097-0142(19951115)76:10+<2092::AID-CNCR2820761331>3.0.CO
  • [6] 2-T
  • [7] Brieman L., 1984, WADSWORTH INC
  • [8] Serum G-CSF levels are not increased in patients with antibody-induced neutropenia unless they are suffering from infectious diseases
    Bux, J
    Hofmann, C
    Welte, K
    [J]. BRITISH JOURNAL OF HAEMATOLOGY, 1999, 105 (03) : 616 - 617
  • [9] Cohen Leeber, 2002, Cancer Treat Res, V107, P119
  • [10] BASIC FIBROBLAST GROWTH-FACTOR AND OVARIAN-CANCER
    DIBLASIO, AM
    CARNITI, C
    VIGANO, P
    VIGNALI, M
    [J]. JOURNAL OF STEROID BIOCHEMISTRY AND MOLECULAR BIOLOGY, 1995, 53 (1-6) : 375 - 379