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Protein microarray signature of autoantibody biomarkers for the early detection of breast cancer.

Authors :
Anderson KS
Sibani S
Wallstrom G
Qiu J
Mendoza EA
Raphael J
Hainsworth E
Montor WR
Wong J
Park JG
Lokko N
Logvinenko T
Ramachandran N
Godwin AK
Marks J
Engstrom P
Labaer J
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.

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