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Prediction of Biomarker Expression on Primary Pancreatic Ductal Adenocarcinoma Tissues Using Fine-Needle Biopsies: Paving the Way for a Patient-Tailored Molecular Imaging Approach
BACKGROUND: Targeted molecular imaging may improve tumor cell identification during diagnosis and resection of pancreatic ductal adenocarcinoma (PDAC). Although many molecular imaging biomarkers are (over)expressed in PDAC, intertumoral heterogeneity of biomarker expression hampers universal tracer...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10008234/ https://www.ncbi.nlm.nih.gov/pubmed/36656512 http://dx.doi.org/10.1007/s40291-022-00635-w |
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author | Houvast, Ruben D. van Duijvenvoorde, Maurice Chua, JiaXin Vankemmelbeke, Mireille Durrant, Lindy G. Inderson, Akin van Hooft, Jeanin E. Mieog, J. Sven D. Bonsing, Bert A. Sier, Cornelis F. M. Crobach, A. Stijn L. P. Vahrmeijer, Alexander L. Kuppen, Peter J. K. |
author_facet | Houvast, Ruben D. van Duijvenvoorde, Maurice Chua, JiaXin Vankemmelbeke, Mireille Durrant, Lindy G. Inderson, Akin van Hooft, Jeanin E. Mieog, J. Sven D. Bonsing, Bert A. Sier, Cornelis F. M. Crobach, A. Stijn L. P. Vahrmeijer, Alexander L. Kuppen, Peter J. K. |
author_sort | Houvast, Ruben D. |
collection | PubMed |
description | BACKGROUND: Targeted molecular imaging may improve tumor cell identification during diagnosis and resection of pancreatic ductal adenocarcinoma (PDAC). Although many molecular imaging biomarkers are (over)expressed in PDAC, intertumoral heterogeneity of biomarker expression hampers universal tracer administration. Preoperative, patient-specific screening and selection of the most optimal biomarker could therefore improve tumor delineation. OBJECTIVE: This study evaluated whether fine-needle biopsy (FNB) specimens could be used to preoperatively predict biomarker expression in the corresponding primary PDAC specimen. METHODS: Expression of previously identified PDAC biomarkers α(v)β(6), CEACAM5, EGFR, mesothelin, Le(a/c/x), and sdi-Le(a) on FNB and corresponding primary tumor (PT) specimens (n = 45) was evaluated using immunohistochemistry and quantified using a semi-automated image analysis workflow. RESULTS: Biomarker expression on FNB and PT tissues showed high concordance (∆H-score ≤ 50), i.e. was present in 62% of cases for α(v)β(6), 61% for CEACAM5, 85% for EGFR, 69% for mesothelin, 76% for Le(a/c/x), and 79% for sdi-Le(a), indicating high concordance. Except for α(v)β(6), biomarker expression on FNB tissues was positively correlated with PT expression for all biomarkers. Subgroup analyses showed that neoadjuvant therapy (NAT) had no major and/or significant effect on concordance, expression difference and, except for mesothelin, correlation of biomarker expression between FNB and PT tissues. CONCLUSION: This study demonstrated that biomarker expression in FNB tissues is predictive for PT expression, irrespective of the application of NAT. These findings thereby provide the foundation for the clinical application of an FNB-based biomarker-screening workflow, eventually facilitating a patient-specific approach of molecular imaging tracer administration in PDAC. GRAPHICAL ABSTRACT: [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s40291-022-00635-w. |
format | Online Article Text |
id | pubmed-10008234 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-100082342023-03-13 Prediction of Biomarker Expression on Primary Pancreatic Ductal Adenocarcinoma Tissues Using Fine-Needle Biopsies: Paving the Way for a Patient-Tailored Molecular Imaging Approach Houvast, Ruben D. van Duijvenvoorde, Maurice Chua, JiaXin Vankemmelbeke, Mireille Durrant, Lindy G. Inderson, Akin van Hooft, Jeanin E. Mieog, J. Sven D. Bonsing, Bert A. Sier, Cornelis F. M. Crobach, A. Stijn L. P. Vahrmeijer, Alexander L. Kuppen, Peter J. K. Mol Diagn Ther Original Research Article BACKGROUND: Targeted molecular imaging may improve tumor cell identification during diagnosis and resection of pancreatic ductal adenocarcinoma (PDAC). Although many molecular imaging biomarkers are (over)expressed in PDAC, intertumoral heterogeneity of biomarker expression hampers universal tracer administration. Preoperative, patient-specific screening and selection of the most optimal biomarker could therefore improve tumor delineation. OBJECTIVE: This study evaluated whether fine-needle biopsy (FNB) specimens could be used to preoperatively predict biomarker expression in the corresponding primary PDAC specimen. METHODS: Expression of previously identified PDAC biomarkers α(v)β(6), CEACAM5, EGFR, mesothelin, Le(a/c/x), and sdi-Le(a) on FNB and corresponding primary tumor (PT) specimens (n = 45) was evaluated using immunohistochemistry and quantified using a semi-automated image analysis workflow. RESULTS: Biomarker expression on FNB and PT tissues showed high concordance (∆H-score ≤ 50), i.e. was present in 62% of cases for α(v)β(6), 61% for CEACAM5, 85% for EGFR, 69% for mesothelin, 76% for Le(a/c/x), and 79% for sdi-Le(a), indicating high concordance. Except for α(v)β(6), biomarker expression on FNB tissues was positively correlated with PT expression for all biomarkers. Subgroup analyses showed that neoadjuvant therapy (NAT) had no major and/or significant effect on concordance, expression difference and, except for mesothelin, correlation of biomarker expression between FNB and PT tissues. CONCLUSION: This study demonstrated that biomarker expression in FNB tissues is predictive for PT expression, irrespective of the application of NAT. These findings thereby provide the foundation for the clinical application of an FNB-based biomarker-screening workflow, eventually facilitating a patient-specific approach of molecular imaging tracer administration in PDAC. GRAPHICAL ABSTRACT: [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s40291-022-00635-w. Springer International Publishing 2023-01-19 2023 /pmc/articles/PMC10008234/ /pubmed/36656512 http://dx.doi.org/10.1007/s40291-022-00635-w Text en © The Author(s) 2023 https://creativecommons.org/licenses/by-nc/4.0/Open AccessThis article is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License, which permits any non-commercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Original Research Article Houvast, Ruben D. van Duijvenvoorde, Maurice Chua, JiaXin Vankemmelbeke, Mireille Durrant, Lindy G. Inderson, Akin van Hooft, Jeanin E. Mieog, J. Sven D. Bonsing, Bert A. Sier, Cornelis F. M. Crobach, A. Stijn L. P. Vahrmeijer, Alexander L. Kuppen, Peter J. K. Prediction of Biomarker Expression on Primary Pancreatic Ductal Adenocarcinoma Tissues Using Fine-Needle Biopsies: Paving the Way for a Patient-Tailored Molecular Imaging Approach |
title | Prediction of Biomarker Expression on Primary Pancreatic Ductal Adenocarcinoma Tissues Using Fine-Needle Biopsies: Paving the Way for a Patient-Tailored Molecular Imaging Approach |
title_full | Prediction of Biomarker Expression on Primary Pancreatic Ductal Adenocarcinoma Tissues Using Fine-Needle Biopsies: Paving the Way for a Patient-Tailored Molecular Imaging Approach |
title_fullStr | Prediction of Biomarker Expression on Primary Pancreatic Ductal Adenocarcinoma Tissues Using Fine-Needle Biopsies: Paving the Way for a Patient-Tailored Molecular Imaging Approach |
title_full_unstemmed | Prediction of Biomarker Expression on Primary Pancreatic Ductal Adenocarcinoma Tissues Using Fine-Needle Biopsies: Paving the Way for a Patient-Tailored Molecular Imaging Approach |
title_short | Prediction of Biomarker Expression on Primary Pancreatic Ductal Adenocarcinoma Tissues Using Fine-Needle Biopsies: Paving the Way for a Patient-Tailored Molecular Imaging Approach |
title_sort | prediction of biomarker expression on primary pancreatic ductal adenocarcinoma tissues using fine-needle biopsies: paving the way for a patient-tailored molecular imaging approach |
topic | Original Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10008234/ https://www.ncbi.nlm.nih.gov/pubmed/36656512 http://dx.doi.org/10.1007/s40291-022-00635-w |
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