A Multi-Analyte Assay for the Non-Invasive Detection of Bladder Cancer

Accurate urinary assays for bladder cancer (BCa) detection would benefit both patients and healthcare systems. Through genomic and proteomic profiling of urine components, we have previously identified a panel of biomarkers that can outperform current urine-based biomarkers for the non-invasive dete...

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Published inPloS one Vol. 7; no. 10; p. e47469
Main Authors Goodison, Steve, Chang, Myron, Dai, Yunfeng, Urquidi, Virginia, Rosser, Charles J.
Format Journal Article
LanguageEnglish
Published United States Public Library of Science 19.10.2012
Public Library of Science (PLoS)
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ISSN1932-6203
1932-6203
DOI10.1371/journal.pone.0047469

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Abstract Accurate urinary assays for bladder cancer (BCa) detection would benefit both patients and healthcare systems. Through genomic and proteomic profiling of urine components, we have previously identified a panel of biomarkers that can outperform current urine-based biomarkers for the non-invasive detection of BCa. Herein, we report the diagnostic utility of various multivariate combinations of these biomarkers. We performed a case-controlled validation study in which voided urines from 127 patients (64 tumor bearing subjects) were analyzed. The urinary concentrations of 14 biomarkers (IL-8, MMP-9, MMP-10, SDC1, CCL18, PAI-1, CD44, VEGF, ANG, CA9, A1AT, OPN, PTX3, and APOE) were assessed by enzyme-linked immunosorbent assay (ELISA). Diagnostic performance of each biomarker and multivariate models were compared using receiver operating characteristic curves and the chi-square test. An 8-biomarker model achieved the most accurate BCa diagnosis (sensitivity 92%, specificity 97%), but a combination of 3 of the 8 biomarkers (IL-8, VEGF, and APOE) was also highly accurate (sensitivity 90%, specificity 97%). For comparison, the commercial BTA-Trak ELISA test achieved a sensitivity of 79% and a specificity of 83%, and voided urine cytology detected only 33% of BCa cases in the same cohort. These data show that a multivariate urine-based assay can markedly improve the accuracy of non-invasive BCa detection. Further validation studies are under way to investigate the clinical utility of this panel of biomarkers for BCa diagnosis and disease monitoring.
AbstractList Accurate urinary assays for bladder cancer (BCa) detection would benefit both patients and healthcare systems. Through genomic and proteomic profiling of urine components, we have previously identified a panel of biomarkers that can outperform current urine-based biomarkers for the non-invasive detection of BCa. Herein, we report the diagnostic utility of various multivariate combinations of these biomarkers. We performed a case-controlled validation study in which voided urines from 127 patients (64 tumor bearing subjects) were analyzed. The urinary concentrations of 14 biomarkers (IL-8, MMP-9, MMP-10, SDC1, CCL18, PAI-1, CD44, VEGF, ANG, CA9, A1AT, OPN, PTX3, and APOE) were assessed by enzyme-linked immunosorbent assay (ELISA). Diagnostic performance of each biomarker and multivariate models were compared using receiver operating characteristic curves and the chi-square test. An 8-biomarker model achieved the most accurate BCa diagnosis (sensitivity 92%, specificity 97%), but a combination of 3 of the 8 biomarkers (IL-8, VEGF, and APOE) was also highly accurate (sensitivity 90%, specificity 97%). For comparison, the commercial BTA-Trak ELISA test achieved a sensitivity of 79% and a specificity of 83%, and voided urine cytology detected only 33% of BCa cases in the same cohort. These datashow that a multivariate urine-based assay can markedly improve the accuracy of non-invasive BCa detection. Further validation studies are under way to investigate the clinical utility of this panel of biomarkers for BCa diagnosis and disease monitoring.
Accurate urinary assays for bladder cancer (BCa) detection would benefit both patients and healthcare systems. Through genomic and proteomic profiling of urine components, we have previously identified a panel of biomarkers that can outperform current urine-based biomarkers for the non-invasive detection of BCa. Herein, we report the diagnostic utility of various multivariate combinations of these biomarkers. We performed a case-controlled validation study in which voided urines from 127 patients (64 tumor bearing subjects) were analyzed. The urinary concentrations of 14 biomarkers (IL-8, MMP-9, MMP-10, SDC1, CCL18, PAI-1, CD44, VEGF, ANG, CA9, A1AT, OPN, PTX3, and APOE) were assessed by enzyme-linked immunosorbent assay (ELISA). Diagnostic performance of each biomarker and multivariate models were compared using receiver operating characteristic curves and the chi-square test. An 8-biomarker model achieved the most accurate BCa diagnosis (sensitivity 92%, specificity 97%), but a combination of 3 of the 8 biomarkers (IL-8, VEGF, and APOE) was also highly accurate (sensitivity 90%, specificity 97%). For comparison, the commercial BTA-Trak ELISA test achieved a sensitivity of 79% and a specificity of 83%, and voided urine cytology detected only 33% of BCa cases in the same cohort. These data show that a multivariate urine-based assay can markedly improve the accuracy of non-invasive BCa detection. Further validation studies are under way to investigate the clinical utility of this panel of biomarkers for BCa diagnosis and disease monitoring.Accurate urinary assays for bladder cancer (BCa) detection would benefit both patients and healthcare systems. Through genomic and proteomic profiling of urine components, we have previously identified a panel of biomarkers that can outperform current urine-based biomarkers for the non-invasive detection of BCa. Herein, we report the diagnostic utility of various multivariate combinations of these biomarkers. We performed a case-controlled validation study in which voided urines from 127 patients (64 tumor bearing subjects) were analyzed. The urinary concentrations of 14 biomarkers (IL-8, MMP-9, MMP-10, SDC1, CCL18, PAI-1, CD44, VEGF, ANG, CA9, A1AT, OPN, PTX3, and APOE) were assessed by enzyme-linked immunosorbent assay (ELISA). Diagnostic performance of each biomarker and multivariate models were compared using receiver operating characteristic curves and the chi-square test. An 8-biomarker model achieved the most accurate BCa diagnosis (sensitivity 92%, specificity 97%), but a combination of 3 of the 8 biomarkers (IL-8, VEGF, and APOE) was also highly accurate (sensitivity 90%, specificity 97%). For comparison, the commercial BTA-Trak ELISA test achieved a sensitivity of 79% and a specificity of 83%, and voided urine cytology detected only 33% of BCa cases in the same cohort. These data show that a multivariate urine-based assay can markedly improve the accuracy of non-invasive BCa detection. Further validation studies are under way to investigate the clinical utility of this panel of biomarkers for BCa diagnosis and disease monitoring.
Accurate urinary assays for bladder cancer (BCa) detection would benefit both patients and healthcare systems. Through genomic and proteomic profiling of urine components, we have previously identified a panel of biomarkers that can outperform current urine-based biomarkers for the non-invasive detection of BCa. Herein, we report the diagnostic utility of various multivariate combinations of these biomarkers. We performed a case-controlled validation study in which voided urines from 127 patients (64 tumor bearing subjects) were analyzed. The urinary concentrations of 14 biomarkers (IL-8, MMP-9, MMP-10, SDC1, CCL18, PAI-1, CD44, VEGF, ANG, CA9, A1AT, OPN, PTX3, and APOE) were assessed by enzyme-linked immunosorbent assay (ELISA). Diagnostic performance of each biomarker and multivariate models were compared using receiver operating characteristic curves and the chi-square test. An 8-biomarker model achieved the most accurate BCa diagnosis (sensitivity 92%, specificity 97%), but a combination of 3 of the 8 biomarkers (IL-8, VEGF, and APOE) was also highly accurate (sensitivity 90%, specificity 97%). For comparison, the commercial BTA-Trak ELISA test achieved a sensitivity of 79% and a specificity of 83%, and voided urine cytology detected only 33% of BCa cases in the same cohort. These data show that a multivariate urine-based assay can markedly improve the accuracy of non-invasive BCa detection. Further validation studies are under way to investigate the clinical utility of this panel of biomarkers for BCa diagnosis and disease monitoring.
Audience Academic
Author Rosser, Charles J.
Chang, Myron
Dai, Yunfeng
Goodison, Steve
Urquidi, Virginia
AuthorAffiliation 3 Section of Urologic Oncology, MD Anderson Cancer Center Orlando, Orlando, Florida, United States of America
2 Department of Biostatistics, The University of Florida, Gainesville, Florida, United States of America
Florida International University, United States of America
4 Nonagen Bioscience Corp, Orlando, Florida, United States of America
1 Cancer Research Institute, M.D. Anderson Cancer Center Orlando, Orlando, Florida, United States of America
AuthorAffiliation_xml – name: 2 Department of Biostatistics, The University of Florida, Gainesville, Florida, United States of America
– name: 1 Cancer Research Institute, M.D. Anderson Cancer Center Orlando, Orlando, Florida, United States of America
– name: 3 Section of Urologic Oncology, MD Anderson Cancer Center Orlando, Orlando, Florida, United States of America
– name: Florida International University, United States of America
– name: 4 Nonagen Bioscience Corp, Orlando, Florida, United States of America
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  surname: Goodison
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  givenname: Virginia
  surname: Urquidi
  fullname: Urquidi, Virginia
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BackLink https://www.ncbi.nlm.nih.gov/pubmed/23094052$$D View this record in MEDLINE/PubMed
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Goodison et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License: https://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
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DocumentTitleAlternate Diagnostic Signature for Bladder Cancer
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Conceived and designed the experiments: SG VU CJR. Performed the experiments: SG VU CJR. Analyzed the data: MC YD. Contributed reagents/materials/analysis tools: SG CJR. Wrote the paper: SG VU CJR.
Competing Interests: SG, VU and CJR are employees/stockholders of Nonagen Bioscience Corp. Furthermore, there are no patents issued, products in development or marketed products to declare. This does not alter the authors' adherence to all the PLOS ONE policies on sharing data and materials. MC and YD have declared that they do not have a competing interest.
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Snippet Accurate urinary assays for bladder cancer (BCa) detection would benefit both patients and healthcare systems. Through genomic and proteomic profiling of urine...
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SubjectTerms Adult
Aged
Aged, 80 and over
Apolipoprotein E
Apolipoproteins
Apolipoproteins E - urine
Assaying
Biological markers
Biomarkers
Biomarkers, Tumor - urine
Bladder
Bladder cancer
Cancer
Carcinoma - diagnosis
Carcinoma - pathology
Carcinoma - urine
Case-Control Studies
CCL18 protein
CD44 antigen
Cell growth
Cellular biology
Cytokines
Cytology
Diagnosis
Diagnostic systems
Enzyme-Linked Immunosorbent Assay
Enzymes
Female
Gelatinase B
Health care
Humans
Interleukin 8
Interleukin-8 - urine
Laboratories
Male
Medical diagnosis
Medical research
Medicine
Middle Aged
Multivariate Analysis
Neoplasm Grading
Neoplasm Staging
Patients
Polyamide-imides
Proteins
Proteomics
R&D
Research & development
ROC Curve
Sensitivity
Statistical tests
Stromelysin 2
Tumors
Urinary bladder
Urinary Bladder - metabolism
Urinary Bladder - pathology
Urinary Bladder Neoplasms - diagnosis
Urinary Bladder Neoplasms - pathology
Urinary Bladder Neoplasms - urine
Urine
Urology
Vascular endothelial growth factor
Vascular Endothelial Growth Factor A - urine
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Title A Multi-Analyte Assay for the Non-Invasive Detection of Bladder Cancer
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