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Prognostic value of circulating proteins in patients undergoing surgery for pancreatic cancer

BACKGROUND: Pancreatic ductal adenocarcinoma (PDAC) is the fourth leading cause of cancer death. Less than 20% of patients are diagnosed with resectable disease. Identifying truly resectable disease is challenging because 20%–40% of the patients subjected to resection are found to have advanced dise...

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Autores principales: Lindgaard, Sidsel C., Sztupinszki, Zsófia, Maag, Emil, Hansen, Carsten P., Chen, Inna M., Johansen, Astrid Z., Hasselby, Jane P., Bojesen, Stig E., Nielsen, Dorte, Johansen, Julia S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9972037/
https://www.ncbi.nlm.nih.gov/pubmed/36250429
http://dx.doi.org/10.1002/cam4.5240
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author Lindgaard, Sidsel C.
Sztupinszki, Zsófia
Maag, Emil
Hansen, Carsten P.
Chen, Inna M.
Johansen, Astrid Z.
Hasselby, Jane P.
Bojesen, Stig E.
Nielsen, Dorte
Johansen, Julia S.
author_facet Lindgaard, Sidsel C.
Sztupinszki, Zsófia
Maag, Emil
Hansen, Carsten P.
Chen, Inna M.
Johansen, Astrid Z.
Hasselby, Jane P.
Bojesen, Stig E.
Nielsen, Dorte
Johansen, Julia S.
author_sort Lindgaard, Sidsel C.
collection PubMed
description BACKGROUND: Pancreatic ductal adenocarcinoma (PDAC) is the fourth leading cause of cancer death. Less than 20% of patients are diagnosed with resectable disease. Identifying truly resectable disease is challenging because 20%–40% of the patients subjected to resection are found to have advanced disease during surgery. The aim of our study was to identify panels of circulating proteins that could be used to distinguish patients with unresectable PDAC from patients with resectable PDAC and to identify prognostic signatures for both groups. METHODS: We measured 92 circulating immuno‐oncology‐related proteins using the proximity extension assay from Olink Proteomics in 273 patients eligible for surgery for PDAC. Two bioinformaticians worked independently of one another on the same data. LASSO and Ridge regression were used in the statistical analyses. RESULTS: One protein index for determining resectability had an AUC value of 0.66. Several indices for prognosis had AUC values between 0.50 and 0.75 and were therefore not better than existing prognostic markers. DISCUSSION: Our study did not reveal any new high‐performing protein panels that could be used to identify patients with inoperable PDAC before surgery. The panel of 92 proteins investigated has previously been found to be applicable for diagnostic use in patients with PDAC, but it does not seem to warrant further investigation regarding resectability in the subgroup of patients with PDAC referred to surgery.
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spelling pubmed-99720372023-03-01 Prognostic value of circulating proteins in patients undergoing surgery for pancreatic cancer Lindgaard, Sidsel C. Sztupinszki, Zsófia Maag, Emil Hansen, Carsten P. Chen, Inna M. Johansen, Astrid Z. Hasselby, Jane P. Bojesen, Stig E. Nielsen, Dorte Johansen, Julia S. Cancer Med RESEARCH ARTICLES BACKGROUND: Pancreatic ductal adenocarcinoma (PDAC) is the fourth leading cause of cancer death. Less than 20% of patients are diagnosed with resectable disease. Identifying truly resectable disease is challenging because 20%–40% of the patients subjected to resection are found to have advanced disease during surgery. The aim of our study was to identify panels of circulating proteins that could be used to distinguish patients with unresectable PDAC from patients with resectable PDAC and to identify prognostic signatures for both groups. METHODS: We measured 92 circulating immuno‐oncology‐related proteins using the proximity extension assay from Olink Proteomics in 273 patients eligible for surgery for PDAC. Two bioinformaticians worked independently of one another on the same data. LASSO and Ridge regression were used in the statistical analyses. RESULTS: One protein index for determining resectability had an AUC value of 0.66. Several indices for prognosis had AUC values between 0.50 and 0.75 and were therefore not better than existing prognostic markers. DISCUSSION: Our study did not reveal any new high‐performing protein panels that could be used to identify patients with inoperable PDAC before surgery. The panel of 92 proteins investigated has previously been found to be applicable for diagnostic use in patients with PDAC, but it does not seem to warrant further investigation regarding resectability in the subgroup of patients with PDAC referred to surgery. John Wiley and Sons Inc. 2022-10-17 /pmc/articles/PMC9972037/ /pubmed/36250429 http://dx.doi.org/10.1002/cam4.5240 Text en © 2022 The Authors. Cancer Medicine published by John Wiley & Sons Ltd. 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 RESEARCH ARTICLES
Lindgaard, Sidsel C.
Sztupinszki, Zsófia
Maag, Emil
Hansen, Carsten P.
Chen, Inna M.
Johansen, Astrid Z.
Hasselby, Jane P.
Bojesen, Stig E.
Nielsen, Dorte
Johansen, Julia S.
Prognostic value of circulating proteins in patients undergoing surgery for pancreatic cancer
title Prognostic value of circulating proteins in patients undergoing surgery for pancreatic cancer
title_full Prognostic value of circulating proteins in patients undergoing surgery for pancreatic cancer
title_fullStr Prognostic value of circulating proteins in patients undergoing surgery for pancreatic cancer
title_full_unstemmed Prognostic value of circulating proteins in patients undergoing surgery for pancreatic cancer
title_short Prognostic value of circulating proteins in patients undergoing surgery for pancreatic cancer
title_sort prognostic value of circulating proteins in patients undergoing surgery for pancreatic cancer
topic RESEARCH ARTICLES
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9972037/
https://www.ncbi.nlm.nih.gov/pubmed/36250429
http://dx.doi.org/10.1002/cam4.5240
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