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Standardization of Diagnostic Biomarker Concentrations in Urine: The Hematuria Caveat

Sensitive and specific urinary biomarkers can improve patient outcomes in many diseases through informing early diagnosis. Unfortunately, to date, the accuracy and translation of diagnostic urinary biomarkers into clinical practice has been disappointing. We believe this may be due to inappropriate...

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Autores principales: Reid, Cherith N., Stevenson, Michael, Abogunrin, Funso, Ruddock, Mark W., Emmert-Streib, Frank, Lamont, John V., Williamson, Kate E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3534058/
https://www.ncbi.nlm.nih.gov/pubmed/23300915
http://dx.doi.org/10.1371/journal.pone.0053354
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author Reid, Cherith N.
Stevenson, Michael
Abogunrin, Funso
Ruddock, Mark W.
Emmert-Streib, Frank
Lamont, John V.
Williamson, Kate E.
author_facet Reid, Cherith N.
Stevenson, Michael
Abogunrin, Funso
Ruddock, Mark W.
Emmert-Streib, Frank
Lamont, John V.
Williamson, Kate E.
author_sort Reid, Cherith N.
collection PubMed
description Sensitive and specific urinary biomarkers can improve patient outcomes in many diseases through informing early diagnosis. Unfortunately, to date, the accuracy and translation of diagnostic urinary biomarkers into clinical practice has been disappointing. We believe this may be due to inappropriate standardization of diagnostic urinary biomarkers. Our objective was therefore to characterize the effects of standardizing urinary levels of IL-6, IL-8, and VEGF using the commonly applied standards namely urinary creatinine, osmolarity and protein. First, we report results based on the biomarker levels measured in 120 hematuric patients, 80 with pathologically confirmed bladder cancer, 27 with confounding pathologies and 13 in whom no underlying cause for their hematuria was identified, designated “no diagnosis”. Protein levels were related to final diagnostic categories (p = 0.022, ANOVA). Osmolarity (mean = 529 mOsm; median = 528 mOsm) was normally distributed, while creatinine (mean = 10163 µmol/l, median = 9350 µmol/l) and protein (0.3297, 0.1155 mg/ml) distributions were not. When we compared AUROCs for IL-6, IL-8 and VEGF levels, we found that protein standardized levels consistently resulted in the lowest AUROCs. The latter suggests that protein standardization attenuates the “true” differences in biomarker levels across controls and bladder cancer samples. Second, in 72 hematuric patients; 48 bladder cancer and 24 controls, in whom urine samples had been collected on recruitment and at follow-up (median = 11 (1 to 20 months)), we demonstrate that protein levels were approximately 24% lower at follow-up (Bland Altman plots). There was an association between differences in individual biomarkers and differences in protein levels over time, particularly in control patients. Collectively, our findings identify caveats intrinsic to the common practice of protein standardization in biomarker discovery studies conducted on urine, particularly in patients with hematuria.
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spelling pubmed-35340582013-01-08 Standardization of Diagnostic Biomarker Concentrations in Urine: The Hematuria Caveat Reid, Cherith N. Stevenson, Michael Abogunrin, Funso Ruddock, Mark W. Emmert-Streib, Frank Lamont, John V. Williamson, Kate E. PLoS One Research Article Sensitive and specific urinary biomarkers can improve patient outcomes in many diseases through informing early diagnosis. Unfortunately, to date, the accuracy and translation of diagnostic urinary biomarkers into clinical practice has been disappointing. We believe this may be due to inappropriate standardization of diagnostic urinary biomarkers. Our objective was therefore to characterize the effects of standardizing urinary levels of IL-6, IL-8, and VEGF using the commonly applied standards namely urinary creatinine, osmolarity and protein. First, we report results based on the biomarker levels measured in 120 hematuric patients, 80 with pathologically confirmed bladder cancer, 27 with confounding pathologies and 13 in whom no underlying cause for their hematuria was identified, designated “no diagnosis”. Protein levels were related to final diagnostic categories (p = 0.022, ANOVA). Osmolarity (mean = 529 mOsm; median = 528 mOsm) was normally distributed, while creatinine (mean = 10163 µmol/l, median = 9350 µmol/l) and protein (0.3297, 0.1155 mg/ml) distributions were not. When we compared AUROCs for IL-6, IL-8 and VEGF levels, we found that protein standardized levels consistently resulted in the lowest AUROCs. The latter suggests that protein standardization attenuates the “true” differences in biomarker levels across controls and bladder cancer samples. Second, in 72 hematuric patients; 48 bladder cancer and 24 controls, in whom urine samples had been collected on recruitment and at follow-up (median = 11 (1 to 20 months)), we demonstrate that protein levels were approximately 24% lower at follow-up (Bland Altman plots). There was an association between differences in individual biomarkers and differences in protein levels over time, particularly in control patients. Collectively, our findings identify caveats intrinsic to the common practice of protein standardization in biomarker discovery studies conducted on urine, particularly in patients with hematuria. Public Library of Science 2012-12-31 /pmc/articles/PMC3534058/ /pubmed/23300915 http://dx.doi.org/10.1371/journal.pone.0053354 Text en © 2012 Reid et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Reid, Cherith N.
Stevenson, Michael
Abogunrin, Funso
Ruddock, Mark W.
Emmert-Streib, Frank
Lamont, John V.
Williamson, Kate E.
Standardization of Diagnostic Biomarker Concentrations in Urine: The Hematuria Caveat
title Standardization of Diagnostic Biomarker Concentrations in Urine: The Hematuria Caveat
title_full Standardization of Diagnostic Biomarker Concentrations in Urine: The Hematuria Caveat
title_fullStr Standardization of Diagnostic Biomarker Concentrations in Urine: The Hematuria Caveat
title_full_unstemmed Standardization of Diagnostic Biomarker Concentrations in Urine: The Hematuria Caveat
title_short Standardization of Diagnostic Biomarker Concentrations in Urine: The Hematuria Caveat
title_sort standardization of diagnostic biomarker concentrations in urine: the hematuria caveat
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3534058/
https://www.ncbi.nlm.nih.gov/pubmed/23300915
http://dx.doi.org/10.1371/journal.pone.0053354
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