TY - JOUR
T1 - A multiplex immunoassay for the non-invasive detection of bladder cancer
AU - Shimizu, Yoshiko
AU - Furuya, Hideki
AU - Bryant Greenwood, Peter
AU - Chan, Owen
AU - Dai, Yunfeng
AU - Thornquist, Mark D.
AU - Goodison, Steve
AU - Rosser, Charles J.
N1 - Funding Information:
This work was supported by research Grants from Weinman Foundation Fund (PI-CJR), 5P30CA0717890-6071 (PI-CJR) and NIH/NCI R44CA173921 (PI-SG). The funding bodies did not have a role in the collection, analysis, and interpretation of data; in the writing of the manuscript; and in the decision to submit the manuscript for publication.
Publisher Copyright:
© 2016 Shimizu et al.
PY - 2016/1/30
Y1 - 2016/1/30
N2 - Background: Urine based assays that can non-invasively detect bladder cancer (BCa) have the potential to reduce unnecessary and invasive procedures. The purpose of this study was to develop a multiplex immunoassay that can accurately and simultaneously monitor ten diagnostic urinary protein biomarkers for application as a non-invasive test for BCa detection. Methods: A custom electrochemiluminescent multiplex assay was constructed (Meso Scale Diagnostics, LLC, Rockville, MD, USA) to detect the following urinary proteins; IL8, MMP9, MMP10, ANG, APOE, SDC1, A1AT, PAI1, CA9 and VEGFA. Voided urine samples from two cohorts were collected prior to cystoscopy and samples were analyzed blinded to the clinical status of the participants. Means (±SD) and receiver operating characteristic (ROC) curve analysis were used to compare assay performance and to assess the diagnostic accuracy of the diagnostic signature. Results: Comparative diagnostic performance analyses revealed an AUROC value of 0.9258 for the multiplex assay and 0.9467 for the combination of the single-target ELISA assays (p = 0.625), so there was no loss of diagnostic utility for the MSD multiplex assay. Analysis of the independent 200-sample cohort using the multiplex assay achieved an overall diagnostic sensitivity of 0.85, specificity of 0.81, positive predictive value 0.82 and negative predictive value 0.84. Conclusions: It is technically feasible to simultaneously monitor complex urinary diagnostic signatures in a single assay without loss of performance. The described protein-based assay has the potential to be developed for the non-invasive detection of BCa.
AB - Background: Urine based assays that can non-invasively detect bladder cancer (BCa) have the potential to reduce unnecessary and invasive procedures. The purpose of this study was to develop a multiplex immunoassay that can accurately and simultaneously monitor ten diagnostic urinary protein biomarkers for application as a non-invasive test for BCa detection. Methods: A custom electrochemiluminescent multiplex assay was constructed (Meso Scale Diagnostics, LLC, Rockville, MD, USA) to detect the following urinary proteins; IL8, MMP9, MMP10, ANG, APOE, SDC1, A1AT, PAI1, CA9 and VEGFA. Voided urine samples from two cohorts were collected prior to cystoscopy and samples were analyzed blinded to the clinical status of the participants. Means (±SD) and receiver operating characteristic (ROC) curve analysis were used to compare assay performance and to assess the diagnostic accuracy of the diagnostic signature. Results: Comparative diagnostic performance analyses revealed an AUROC value of 0.9258 for the multiplex assay and 0.9467 for the combination of the single-target ELISA assays (p = 0.625), so there was no loss of diagnostic utility for the MSD multiplex assay. Analysis of the independent 200-sample cohort using the multiplex assay achieved an overall diagnostic sensitivity of 0.85, specificity of 0.81, positive predictive value 0.82 and negative predictive value 0.84. Conclusions: It is technically feasible to simultaneously monitor complex urinary diagnostic signatures in a single assay without loss of performance. The described protein-based assay has the potential to be developed for the non-invasive detection of BCa.
KW - Biomarkers
KW - Bladder cancer
KW - Multiplex
KW - Protein
KW - Urine
UR - http://www.scopus.com/inward/record.url?scp=84956871275&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84956871275&partnerID=8YFLogxK
U2 - 10.1186/s12967-016-0783-2
DO - 10.1186/s12967-016-0783-2
M3 - Article
C2 - 26830497
AN - SCOPUS:84956871275
SN - 1479-5876
VL - 14
JO - Journal of Translational Medicine
JF - Journal of Translational Medicine
IS - 1
M1 - 31
ER -