Protein Microarray Signature of Autoantibody Biomarkers for the Early Detection of Breast Cancer

被引:178
作者
Anderson, Karen S. [1 ,2 ]
Sibani, Sahar [3 ]
Wallstrom, Garrick [4 ]
Qiu, Ji [4 ]
Mendoza, Eliseo A. [4 ]
Raphael, Jacob [3 ]
Hainsworth, Eugenie [3 ]
Montor, Wagner R. [3 ]
Wong, Jessica [1 ]
Park, Jin G. [4 ]
Lokko, Naa [1 ]
Logvinenko, Tanya [3 ]
Ramachandran, Niroshan [3 ]
Godwin, Andrew K. [5 ]
Marks, Jeffrey [6 ]
Engstrom, Paul [7 ]
LaBaer, Joshua [4 ]
机构
[1] Dana Farber Canc Inst, Canc Vaccine Ctr, Boston, MA 02115 USA
[2] Harvard Univ, Sch Med, Dept Med, Boston, MA USA
[3] Harvard Univ, Sch Med, Harvard Inst Prote, Boston, MA USA
[4] Arizona State Univ, Biodesign Inst, Ctr Personalized Diagnost, Tempe, AZ USA
[5] Fox Chase Canc Ctr, Womens Canc Program, Philadelphia, PA 19111 USA
[6] Duke Univ, Sch Med, Durham, NC USA
[7] Fox Chase Canc Ctr, Canc Prevent & Control Program, Philadelphia, PA 19111 USA
关键词
breast cancer; autoantibodies; biomarker; proteomics; protein microarrays; HUMORAL IMMUNE-RESPONSE; MAMMOGRAPHIC DENSITY; TUMOR-ANTIGENS; OVARIAN-CANCER; HORMONE-LEVELS; IDENTIFICATION; ANTIBODIES; MARKERS; GENE; PROTEOMICS;
D O I
10.1021/pr100686b
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Cancer patients spontaneously generate autoantibodies (AAb) to tumor-derived proteins. To detect AAb, we have probed novel high-density custom protein microarrays (NAPPA) expressing 4988 candidate tumor antigens with sera from patients with early stage breast cancer (IBC), and bound IgG was measured. We used a three-phase serial screening approach. First, a prescreen was performed to eliminate uninformative antigens. Sera from stage I-III IBC (n = 53) and healthy women (n = 53) were screened for AAb to all 4988 protein antigens. Antigens were selected if the 95th percentile of signal of cases and controls were significantly different (p < 0.05) and if the number of cases with signals above the 95th percentile of controls was significant (p < 0.05). These 761 antigens were screened using an independent set of IBC sera (n = 51) and sera from women with benign breast disease (BBD) (n = 39). From these, 119 antigens had a partial area under the ROC curve (p < 0.05), with sensitivities ranging from 9-40% at > 91% specificity. Twenty-eight of these antigens were confirmed using an independent serum cohort (n = 51 cases/38 controls, p < 0.05). Using all 28 AAb, a classifier was identified with a sensitivity of 80.8% and a specificity of 61.6% (AUC = 0.756). These are potential biomarkers for the early detection of breast cancer.
引用
收藏
页码:85 / 96
页数:12
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