Skip to main content
Journal cover image

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

Publication ,  Journal Article
Anderson, KS; Sibani, S; Wallstrom, G; Qiu, J; Mendoza, EA; Raphael, J; Hainsworth, E; Montor, WR; Wong, J; Park, JG; Lokko, N; Logvinenko, T ...
Published in: J Proteome Res
January 7, 2011

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.

Duke Scholars

Altmetric Attention Stats
Dimensions Citation Stats

Published In

J Proteome Res

DOI

EISSN

1535-3907

Publication Date

January 7, 2011

Volume

10

Issue

1

Start / End Page

85 / 96

Location

United States

Related Subject Headings

  • Vacuolar Proton-Translocating ATPases
  • Sensitivity and Specificity
  • Reproducibility of Results
  • Regression Analysis
  • ROC Curve
  • Proteomics
  • Protein Array Analysis
  • Oligonucleotide Array Sequence Analysis
  • Humans
  • Gene Expression Profiling
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Anderson, K. S., Sibani, S., Wallstrom, G., Qiu, J., Mendoza, E. A., Raphael, J., … Labaer, J. (2011). Protein microarray signature of autoantibody biomarkers for the early detection of breast cancer. J Proteome Res, 10(1), 85–96. https://doi.org/10.1021/pr100686b
Anderson, Karen S., Sahar Sibani, Garrick Wallstrom, Ji Qiu, Eliseo A. Mendoza, Jacob Raphael, Eugenie Hainsworth, et al. “Protein microarray signature of autoantibody biomarkers for the early detection of breast cancer.J Proteome Res 10, no. 1 (January 7, 2011): 85–96. https://doi.org/10.1021/pr100686b.
Anderson KS, Sibani S, Wallstrom G, Qiu J, Mendoza EA, Raphael J, et al. Protein microarray signature of autoantibody biomarkers for the early detection of breast cancer. J Proteome Res. 2011 Jan 7;10(1):85–96.
Anderson, Karen S., et al. “Protein microarray signature of autoantibody biomarkers for the early detection of breast cancer.J Proteome Res, vol. 10, no. 1, Jan. 2011, pp. 85–96. Pubmed, doi:10.1021/pr100686b.
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. Protein microarray signature of autoantibody biomarkers for the early detection of breast cancer. J Proteome Res. 2011 Jan 7;10(1):85–96.
Journal cover image

Published In

J Proteome Res

DOI

EISSN

1535-3907

Publication Date

January 7, 2011

Volume

10

Issue

1

Start / End Page

85 / 96

Location

United States

Related Subject Headings

  • Vacuolar Proton-Translocating ATPases
  • Sensitivity and Specificity
  • Reproducibility of Results
  • Regression Analysis
  • ROC Curve
  • Proteomics
  • Protein Array Analysis
  • Oligonucleotide Array Sequence Analysis
  • Humans
  • Gene Expression Profiling