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.
Subject(s)
Autoantibodies/blood , Biomarkers/blood , Breast Neoplasms/diagnosis , Oligonucleotide Array Sequence Analysis/methods , Protein Array Analysis/methods , Proteomics/methods , 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/metabolismABSTRACT
Rapid detection of antibody immunity in serum or plasma, whether to pathogenic antigens, tumor antigens, or autoimmune antigens, is critical for diagnosis, monitoring, and biomarker assessment of the immune response. Individual or multiplexed ELISAs that use purified recombinant proteins are dependent on a priori protein purification, a labor-intensive process that may take months to obtain proteins of sufficient purity and stability for serologic assays. We developed a programmable multiplexed immunoassay for the rapid monitoring of humoral immunity using the Luminex suspension bead array platform. In this approach, epitope-tagged antigens (GST- or FLAG-tagged) are expressed using in vitro transcription and translation, and captured onto anti-epitope-coupled Luminex SeroMap beads. The antigen-loaded beads are mixed, serum is added, and human IgG is detected with standard secondary detection reagents. By coupling high-throughput DNA preparation of cDNA ORFs with antigen expression/capture, we demonstrate that 71/72 (98.6%) of GST-tagged proteins can be expressed and specifically detected on the bead ELISA. Detection of antibodies to the test viral antigen EBNA-1 in human sera is highly reproducible, with intra-assay variation of 3-8%, inter-assay variation of 5%, and with stability over 11 months. The specificity and limits of detection of the bead ELISAs for the tumor antigen p53 are comparable to both standard protein ELISAs and plate-based programmable (RAPID) ELISAs, and are also comparable to the detection of directly-conjugated p53 protein. Multiplexing a panel of analytes does not impair the sensitivity of antibody detection. Immunity to a panel of EBV-derived antigens (EBNA-1, EBNA-3A, EBNA-3B, and LMP-2) is specifically and differentially detected within healthy donor sera. This method allows for rapid conversion of ORFeome-derived cDNAs to a multiplexed bead ELISA to detect antibody immunity to both infectious and tumor antigens.
