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Diagnostic Performance of a Tumor Marker Gene Test to Personalize Serum CA19–9 Reference Ranges
PURPOSE: CA19–9 synthesis is influenced by common variants in the fucosyltransferase (FUT) enzymes FUT3 and FUT2. We developed a clinical test to detect FUT variants, and evaluated its diagnostic performance for pancreatic ductal adenocarcinoma (PDAC). EXPERIMENTAL DESIGN: A representative set of co...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Association for Cancer Research
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10570677/ https://www.ncbi.nlm.nih.gov/pubmed/37566230 http://dx.doi.org/10.1158/1078-0432.CCR-23-0655 |
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author | Dbouk, Mohamad Abe, Toshiya Koi, Chiho Ando, Yohei Saba, Helena Abou Diwan, Elizabeth MacGregor-Das, Anne Blackford, Amanda L. Mocci, Evelina Beierl, Katie Dbouk, Ali He, Jin Burkhart, Richard Lennon, Anne Marie Sokoll, Lori Canto, Marcia Irene Eshleman, James R. Goggins, Michael |
author_facet | Dbouk, Mohamad Abe, Toshiya Koi, Chiho Ando, Yohei Saba, Helena Abou Diwan, Elizabeth MacGregor-Das, Anne Blackford, Amanda L. Mocci, Evelina Beierl, Katie Dbouk, Ali He, Jin Burkhart, Richard Lennon, Anne Marie Sokoll, Lori Canto, Marcia Irene Eshleman, James R. Goggins, Michael |
author_sort | Dbouk, Mohamad |
collection | PubMed |
description | PURPOSE: CA19–9 synthesis is influenced by common variants in the fucosyltransferase (FUT) enzymes FUT3 and FUT2. We developed a clinical test to detect FUT variants, and evaluated its diagnostic performance for pancreatic ductal adenocarcinoma (PDAC). EXPERIMENTAL DESIGN: A representative set of controls from the Cancer of the Pancreas Screening study was identified for each FUT functional group. Diagnostic sensitivity was determined first in a testing set of 234 PDAC cases, followed by a 134-case validation set, all of whom had undergone resection with curative intent without neoadjuvant therapy. Tumor marker gene testing was performed in the Johns Hopkins Molecular Diagnostics Laboratory. CA19–9 levels were measured in the Hopkins Clinical Chemistry lab. Receiver operating characteristic (ROC) curve analysis was used to evaluate the discriminative ability of CA19–9 alone versus with the gene test. RESULTS: Applying the CA19–9 standard cutoff (<36 U/mL) to all 716 subjects yielded a 68.8% sensitivity in the test set of cases, 67.2% in the validation set, at 91.4% specificity. Applying 99th percentile cutoffs according to each individual's FUT group (3, 34.9, 41.8, and 89.2, for the FUT3-null, FUT-low, FUT-intermediate, and FUT-high groups, respectively) yielded a diagnostic sensitivity for CA19–9 in the first set of cases of 66.7%, 65.7% in the validation set, at 98.9% specificity. ROC analysis for CA19–9 alone yielded an AUC of 0.84; with the tumor marker gene test, AUC improved to 0.92 (P < 0.001). CONCLUSIONS: Using a tumor marker gene test to personalize an individual's CA19–9 reference range significantly improves diagnostic accuracy. |
format | Online Article Text |
id | pubmed-10570677 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Association for Cancer Research |
record_format | MEDLINE/PubMed |
spelling | pubmed-105706772023-10-14 Diagnostic Performance of a Tumor Marker Gene Test to Personalize Serum CA19–9 Reference Ranges Dbouk, Mohamad Abe, Toshiya Koi, Chiho Ando, Yohei Saba, Helena Abou Diwan, Elizabeth MacGregor-Das, Anne Blackford, Amanda L. Mocci, Evelina Beierl, Katie Dbouk, Ali He, Jin Burkhart, Richard Lennon, Anne Marie Sokoll, Lori Canto, Marcia Irene Eshleman, James R. Goggins, Michael Clin Cancer Res Precision Medicine and Imaging PURPOSE: CA19–9 synthesis is influenced by common variants in the fucosyltransferase (FUT) enzymes FUT3 and FUT2. We developed a clinical test to detect FUT variants, and evaluated its diagnostic performance for pancreatic ductal adenocarcinoma (PDAC). EXPERIMENTAL DESIGN: A representative set of controls from the Cancer of the Pancreas Screening study was identified for each FUT functional group. Diagnostic sensitivity was determined first in a testing set of 234 PDAC cases, followed by a 134-case validation set, all of whom had undergone resection with curative intent without neoadjuvant therapy. Tumor marker gene testing was performed in the Johns Hopkins Molecular Diagnostics Laboratory. CA19–9 levels were measured in the Hopkins Clinical Chemistry lab. Receiver operating characteristic (ROC) curve analysis was used to evaluate the discriminative ability of CA19–9 alone versus with the gene test. RESULTS: Applying the CA19–9 standard cutoff (<36 U/mL) to all 716 subjects yielded a 68.8% sensitivity in the test set of cases, 67.2% in the validation set, at 91.4% specificity. Applying 99th percentile cutoffs according to each individual's FUT group (3, 34.9, 41.8, and 89.2, for the FUT3-null, FUT-low, FUT-intermediate, and FUT-high groups, respectively) yielded a diagnostic sensitivity for CA19–9 in the first set of cases of 66.7%, 65.7% in the validation set, at 98.9% specificity. ROC analysis for CA19–9 alone yielded an AUC of 0.84; with the tumor marker gene test, AUC improved to 0.92 (P < 0.001). CONCLUSIONS: Using a tumor marker gene test to personalize an individual's CA19–9 reference range significantly improves diagnostic accuracy. American Association for Cancer Research 2023-10-13 2023-08-11 /pmc/articles/PMC10570677/ /pubmed/37566230 http://dx.doi.org/10.1158/1078-0432.CCR-23-0655 Text en ©2023 The Authors; Published by the American Association for Cancer Research https://creativecommons.org/licenses/by-nc-nd/4.0/This open access article is distributed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) license. |
spellingShingle | Precision Medicine and Imaging Dbouk, Mohamad Abe, Toshiya Koi, Chiho Ando, Yohei Saba, Helena Abou Diwan, Elizabeth MacGregor-Das, Anne Blackford, Amanda L. Mocci, Evelina Beierl, Katie Dbouk, Ali He, Jin Burkhart, Richard Lennon, Anne Marie Sokoll, Lori Canto, Marcia Irene Eshleman, James R. Goggins, Michael Diagnostic Performance of a Tumor Marker Gene Test to Personalize Serum CA19–9 Reference Ranges |
title | Diagnostic Performance of a Tumor Marker Gene Test to Personalize Serum CA19–9 Reference Ranges |
title_full | Diagnostic Performance of a Tumor Marker Gene Test to Personalize Serum CA19–9 Reference Ranges |
title_fullStr | Diagnostic Performance of a Tumor Marker Gene Test to Personalize Serum CA19–9 Reference Ranges |
title_full_unstemmed | Diagnostic Performance of a Tumor Marker Gene Test to Personalize Serum CA19–9 Reference Ranges |
title_short | Diagnostic Performance of a Tumor Marker Gene Test to Personalize Serum CA19–9 Reference Ranges |
title_sort | diagnostic performance of a tumor marker gene test to personalize serum ca19–9 reference ranges |
topic | Precision Medicine and Imaging |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10570677/ https://www.ncbi.nlm.nih.gov/pubmed/37566230 http://dx.doi.org/10.1158/1078-0432.CCR-23-0655 |
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