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Protein microarray signature of autoantibody biomarkers for the early detection of breast cancer.
- Source :
-
Journal of proteome research [J Proteome Res] 2011 Jan 07; Vol. 10 (1), pp. 85-96. Date of Electronic Publication: 2010 Nov 23. - Publication Year :
- 2011
-
Abstract
- 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.
- Subjects :
- Antigens, Neoplasm metabolism
Autoantibodies genetics
Autoantibodies metabolism
Biomarkers metabolism
Breast Neoplasms blood
Case-Control Studies
Female
Gene Expression Profiling
Humans
ROC Curve
Regression Analysis
Reproducibility of Results
Sensitivity and Specificity
Vacuolar Proton-Translocating ATPases blood
Vacuolar Proton-Translocating ATPases genetics
Vacuolar Proton-Translocating ATPases metabolism
Autoantibodies blood
Biomarkers blood
Breast Neoplasms diagnosis
Oligonucleotide Array Sequence Analysis methods
Protein Array Analysis methods
Proteomics methods
Subjects
Details
- Language :
- English
- ISSN :
- 1535-3907
- Volume :
- 10
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- Journal of proteome research
- Publication Type :
- Academic Journal
- Accession number :
- 20977275
- Full Text :
- https://doi.org/10.1021/pr100686b