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Urine biomarkers enable pancreatic cancer detection up to 2 years before diagnosis
The poor prognosis of pancreatic ductal adenocarcinoma (PDAC) is mainly attributed to late diagnosis. We assessed the predictive performance of our previously reported urine biomarker panel for earlier detection of PDAC (LYVE1, REG1B and TFF1) in prediagnostic samples, alone and in combination with...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley & Sons, Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9789171/ https://www.ncbi.nlm.nih.gov/pubmed/36093581 http://dx.doi.org/10.1002/ijc.34287 |
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author | Debernardi, Silvana Blyuss, Oleg Rycyk, Daria Srivastava, Kirtiman Jeon, Christie Y. Cai, Hui Cai, Qiuyin Shu, Xiao‐Ou Crnogorac‐Jurcevic, Tatjana |
author_facet | Debernardi, Silvana Blyuss, Oleg Rycyk, Daria Srivastava, Kirtiman Jeon, Christie Y. Cai, Hui Cai, Qiuyin Shu, Xiao‐Ou Crnogorac‐Jurcevic, Tatjana |
author_sort | Debernardi, Silvana |
collection | PubMed |
description | The poor prognosis of pancreatic ductal adenocarcinoma (PDAC) is mainly attributed to late diagnosis. We assessed the predictive performance of our previously reported urine biomarker panel for earlier detection of PDAC (LYVE1, REG1B and TFF1) in prediagnostic samples, alone and in combination with plasma CA19‐9. This nested case‐control study included 99 PDAC cases with urine samples prospectively collected up to 5 years prior to PDAC diagnosis and 198 matched controls. The samples were obtained from the Shanghai Women's Health Study (SWHS), the Shanghai Men's Health Studies (SMHS) and the Southern Community Cohort Study (SCCS). The urine biomarkers were measured by ELISA. Plasma CA19‐9 was quantified by Luminex. Multiple logistic regression and Wilcoxon rank‐sum and Mann‐Whitney test were used for analysis. The internal validation approach was applied and the validated AUC estimators are reported on. The algorithm of urinary protein panel, urine creatinine and age named PancRISK, displayed similar AUC as CA19‐9 up to 1 year before PDAC diagnosis (AUC = 0.79); however, the combination enhanced the AUCs to 0.89, and showed good discriminative ability (AUC = 0.77) up to 2 years. The combination showed sensitivity (SN) of 72% at 90% specificity (SP), and SP of 59% at 90% SN up to 1 year and 60% SN with 80% SP and 53% SP with 80% SN up to 2 years before PDAC diagnosis. Adding the clinical information on BMI value resulted in the overall improvement in performance of the PancRISK score. When combined with CA19‐9, the urinary panel reached a workable model for detecting PDAC cases up to 2 years prior to diagnosis. |
format | Online Article Text |
id | pubmed-9789171 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley & Sons, Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97891712023-04-12 Urine biomarkers enable pancreatic cancer detection up to 2 years before diagnosis Debernardi, Silvana Blyuss, Oleg Rycyk, Daria Srivastava, Kirtiman Jeon, Christie Y. Cai, Hui Cai, Qiuyin Shu, Xiao‐Ou Crnogorac‐Jurcevic, Tatjana Int J Cancer Tumor Markers and Signatures The poor prognosis of pancreatic ductal adenocarcinoma (PDAC) is mainly attributed to late diagnosis. We assessed the predictive performance of our previously reported urine biomarker panel for earlier detection of PDAC (LYVE1, REG1B and TFF1) in prediagnostic samples, alone and in combination with plasma CA19‐9. This nested case‐control study included 99 PDAC cases with urine samples prospectively collected up to 5 years prior to PDAC diagnosis and 198 matched controls. The samples were obtained from the Shanghai Women's Health Study (SWHS), the Shanghai Men's Health Studies (SMHS) and the Southern Community Cohort Study (SCCS). The urine biomarkers were measured by ELISA. Plasma CA19‐9 was quantified by Luminex. Multiple logistic regression and Wilcoxon rank‐sum and Mann‐Whitney test were used for analysis. The internal validation approach was applied and the validated AUC estimators are reported on. The algorithm of urinary protein panel, urine creatinine and age named PancRISK, displayed similar AUC as CA19‐9 up to 1 year before PDAC diagnosis (AUC = 0.79); however, the combination enhanced the AUCs to 0.89, and showed good discriminative ability (AUC = 0.77) up to 2 years. The combination showed sensitivity (SN) of 72% at 90% specificity (SP), and SP of 59% at 90% SN up to 1 year and 60% SN with 80% SP and 53% SP with 80% SN up to 2 years before PDAC diagnosis. Adding the clinical information on BMI value resulted in the overall improvement in performance of the PancRISK score. When combined with CA19‐9, the urinary panel reached a workable model for detecting PDAC cases up to 2 years prior to diagnosis. John Wiley & Sons, Inc. 2022-09-23 2023-02-15 /pmc/articles/PMC9789171/ /pubmed/36093581 http://dx.doi.org/10.1002/ijc.34287 Text en © 2022 The Authors. International Journal of Cancer published by John Wiley & Sons Ltd on behalf of UICC. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Tumor Markers and Signatures Debernardi, Silvana Blyuss, Oleg Rycyk, Daria Srivastava, Kirtiman Jeon, Christie Y. Cai, Hui Cai, Qiuyin Shu, Xiao‐Ou Crnogorac‐Jurcevic, Tatjana Urine biomarkers enable pancreatic cancer detection up to 2 years before diagnosis |
title | Urine biomarkers enable pancreatic cancer detection up to 2 years before diagnosis |
title_full | Urine biomarkers enable pancreatic cancer detection up to 2 years before diagnosis |
title_fullStr | Urine biomarkers enable pancreatic cancer detection up to 2 years before diagnosis |
title_full_unstemmed | Urine biomarkers enable pancreatic cancer detection up to 2 years before diagnosis |
title_short | Urine biomarkers enable pancreatic cancer detection up to 2 years before diagnosis |
title_sort | urine biomarkers enable pancreatic cancer detection up to 2 years before diagnosis |
topic | Tumor Markers and Signatures |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9789171/ https://www.ncbi.nlm.nih.gov/pubmed/36093581 http://dx.doi.org/10.1002/ijc.34287 |
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