Cargando…
A Bio-Imaging Signature as a Predictor of Clinical Outcomes in Locally Advanced Pancreatic Cancer
Purpose: To evaluate the predictive value of (18)F-FDG PET/CT semiquantitative parameters of the primary tumour and CA 19-9 levels assessed before treatment in patients with locally advanced pancreatic cancer (LAPC). Methods: Among one-hundred twenty patients with LAPC treated at our institution wit...
Autores principales: | , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7464714/ https://www.ncbi.nlm.nih.gov/pubmed/32717967 http://dx.doi.org/10.3390/cancers12082016 |
_version_ | 1783577426934104064 |
---|---|
author | Fiore, Michele Taralli, Silvia Trecca, Pasquale Scolozzi, Valentina Marinelli, Luca Triumbari, Elizabeth K. A. Caputo, Damiano Angeletti, Silvia Ciccozzi, Massimo Coppola, Alessandro Greco, Carlo Ippolito, Edy Calcagni, Maria Lucia Coppola, Roberto Ramella, Sara |
author_facet | Fiore, Michele Taralli, Silvia Trecca, Pasquale Scolozzi, Valentina Marinelli, Luca Triumbari, Elizabeth K. A. Caputo, Damiano Angeletti, Silvia Ciccozzi, Massimo Coppola, Alessandro Greco, Carlo Ippolito, Edy Calcagni, Maria Lucia Coppola, Roberto Ramella, Sara |
author_sort | Fiore, Michele |
collection | PubMed |
description | Purpose: To evaluate the predictive value of (18)F-FDG PET/CT semiquantitative parameters of the primary tumour and CA 19-9 levels assessed before treatment in patients with locally advanced pancreatic cancer (LAPC). Methods: Among one-hundred twenty patients with LAPC treated at our institution with initial chemotherapy followed by curative chemoradiotherapy (CRT) from July 2013 to January 2019, a secondary analysis with baseline (18)F-FDG PET/CT was conducted in fifty-eight patients. Pre-treatment CA 19-9 level and the maximum standardized uptake value (SUVmax), metabolic tumour volume (MTV) and total lesion glycolysis (TLG) of primary tumour were measured. The receiving operating characteristics (ROC) analysis was performed to define the cut-off point of SUVmax, MTV, TLG and CA 19-9 values to use in prediction of early progression (EP), local progression (LP) and overall survival (OS). Areas under the curve (AUCs) were assessed for all variables. Post-test probability was calculated to evaluate the advantage for parameters combination. Results: For EP, CA 19-9 level > 698 U/mL resulted the best marker to identify patient at higher risk with OR of 5.96 (95% CI, 1.66–19.47; p = 0.005) and a Positive Predictive Value (PPV) of 61%. For LP, the most significant parameter was TLG (OR 9.75, 95% CI, 1.64–57.87, p = 0.012), with PPV of 83%. For OS, the most significant parameter was MTV (OR 3.12, 95% CI, 0.9–10.83, p = 0.07) with PPV of 88%. Adding consecutively each of the other parameters, PPV to identify patients at risk resulted further increased (>90%). Conclusions: Pre-treatment CA 19-9 level, as well as MTV and TLG values of primary tumour at baseline (18)F-FDG PET/CT and their combination, may represent significant predictors of EP, LP and OS in LAPC patients. |
format | Online Article Text |
id | pubmed-7464714 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-74647142020-09-04 A Bio-Imaging Signature as a Predictor of Clinical Outcomes in Locally Advanced Pancreatic Cancer Fiore, Michele Taralli, Silvia Trecca, Pasquale Scolozzi, Valentina Marinelli, Luca Triumbari, Elizabeth K. A. Caputo, Damiano Angeletti, Silvia Ciccozzi, Massimo Coppola, Alessandro Greco, Carlo Ippolito, Edy Calcagni, Maria Lucia Coppola, Roberto Ramella, Sara Cancers (Basel) Article Purpose: To evaluate the predictive value of (18)F-FDG PET/CT semiquantitative parameters of the primary tumour and CA 19-9 levels assessed before treatment in patients with locally advanced pancreatic cancer (LAPC). Methods: Among one-hundred twenty patients with LAPC treated at our institution with initial chemotherapy followed by curative chemoradiotherapy (CRT) from July 2013 to January 2019, a secondary analysis with baseline (18)F-FDG PET/CT was conducted in fifty-eight patients. Pre-treatment CA 19-9 level and the maximum standardized uptake value (SUVmax), metabolic tumour volume (MTV) and total lesion glycolysis (TLG) of primary tumour were measured. The receiving operating characteristics (ROC) analysis was performed to define the cut-off point of SUVmax, MTV, TLG and CA 19-9 values to use in prediction of early progression (EP), local progression (LP) and overall survival (OS). Areas under the curve (AUCs) were assessed for all variables. Post-test probability was calculated to evaluate the advantage for parameters combination. Results: For EP, CA 19-9 level > 698 U/mL resulted the best marker to identify patient at higher risk with OR of 5.96 (95% CI, 1.66–19.47; p = 0.005) and a Positive Predictive Value (PPV) of 61%. For LP, the most significant parameter was TLG (OR 9.75, 95% CI, 1.64–57.87, p = 0.012), with PPV of 83%. For OS, the most significant parameter was MTV (OR 3.12, 95% CI, 0.9–10.83, p = 0.07) with PPV of 88%. Adding consecutively each of the other parameters, PPV to identify patients at risk resulted further increased (>90%). Conclusions: Pre-treatment CA 19-9 level, as well as MTV and TLG values of primary tumour at baseline (18)F-FDG PET/CT and their combination, may represent significant predictors of EP, LP and OS in LAPC patients. MDPI 2020-07-23 /pmc/articles/PMC7464714/ /pubmed/32717967 http://dx.doi.org/10.3390/cancers12082016 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Fiore, Michele Taralli, Silvia Trecca, Pasquale Scolozzi, Valentina Marinelli, Luca Triumbari, Elizabeth K. A. Caputo, Damiano Angeletti, Silvia Ciccozzi, Massimo Coppola, Alessandro Greco, Carlo Ippolito, Edy Calcagni, Maria Lucia Coppola, Roberto Ramella, Sara A Bio-Imaging Signature as a Predictor of Clinical Outcomes in Locally Advanced Pancreatic Cancer |
title | A Bio-Imaging Signature as a Predictor of Clinical Outcomes in Locally Advanced Pancreatic Cancer |
title_full | A Bio-Imaging Signature as a Predictor of Clinical Outcomes in Locally Advanced Pancreatic Cancer |
title_fullStr | A Bio-Imaging Signature as a Predictor of Clinical Outcomes in Locally Advanced Pancreatic Cancer |
title_full_unstemmed | A Bio-Imaging Signature as a Predictor of Clinical Outcomes in Locally Advanced Pancreatic Cancer |
title_short | A Bio-Imaging Signature as a Predictor of Clinical Outcomes in Locally Advanced Pancreatic Cancer |
title_sort | bio-imaging signature as a predictor of clinical outcomes in locally advanced pancreatic cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7464714/ https://www.ncbi.nlm.nih.gov/pubmed/32717967 http://dx.doi.org/10.3390/cancers12082016 |
work_keys_str_mv | AT fioremichele abioimagingsignatureasapredictorofclinicaloutcomesinlocallyadvancedpancreaticcancer AT tarallisilvia abioimagingsignatureasapredictorofclinicaloutcomesinlocallyadvancedpancreaticcancer AT treccapasquale abioimagingsignatureasapredictorofclinicaloutcomesinlocallyadvancedpancreaticcancer AT scolozzivalentina abioimagingsignatureasapredictorofclinicaloutcomesinlocallyadvancedpancreaticcancer AT marinelliluca abioimagingsignatureasapredictorofclinicaloutcomesinlocallyadvancedpancreaticcancer AT triumbarielizabethka abioimagingsignatureasapredictorofclinicaloutcomesinlocallyadvancedpancreaticcancer AT caputodamiano abioimagingsignatureasapredictorofclinicaloutcomesinlocallyadvancedpancreaticcancer AT angelettisilvia abioimagingsignatureasapredictorofclinicaloutcomesinlocallyadvancedpancreaticcancer AT ciccozzimassimo abioimagingsignatureasapredictorofclinicaloutcomesinlocallyadvancedpancreaticcancer AT coppolaalessandro abioimagingsignatureasapredictorofclinicaloutcomesinlocallyadvancedpancreaticcancer AT grecocarlo abioimagingsignatureasapredictorofclinicaloutcomesinlocallyadvancedpancreaticcancer AT ippolitoedy abioimagingsignatureasapredictorofclinicaloutcomesinlocallyadvancedpancreaticcancer AT calcagnimarialucia abioimagingsignatureasapredictorofclinicaloutcomesinlocallyadvancedpancreaticcancer AT coppolaroberto abioimagingsignatureasapredictorofclinicaloutcomesinlocallyadvancedpancreaticcancer AT ramellasara abioimagingsignatureasapredictorofclinicaloutcomesinlocallyadvancedpancreaticcancer AT fioremichele bioimagingsignatureasapredictorofclinicaloutcomesinlocallyadvancedpancreaticcancer AT tarallisilvia bioimagingsignatureasapredictorofclinicaloutcomesinlocallyadvancedpancreaticcancer AT treccapasquale bioimagingsignatureasapredictorofclinicaloutcomesinlocallyadvancedpancreaticcancer AT scolozzivalentina bioimagingsignatureasapredictorofclinicaloutcomesinlocallyadvancedpancreaticcancer AT marinelliluca bioimagingsignatureasapredictorofclinicaloutcomesinlocallyadvancedpancreaticcancer AT triumbarielizabethka bioimagingsignatureasapredictorofclinicaloutcomesinlocallyadvancedpancreaticcancer AT caputodamiano bioimagingsignatureasapredictorofclinicaloutcomesinlocallyadvancedpancreaticcancer AT angelettisilvia bioimagingsignatureasapredictorofclinicaloutcomesinlocallyadvancedpancreaticcancer AT ciccozzimassimo bioimagingsignatureasapredictorofclinicaloutcomesinlocallyadvancedpancreaticcancer AT coppolaalessandro bioimagingsignatureasapredictorofclinicaloutcomesinlocallyadvancedpancreaticcancer AT grecocarlo bioimagingsignatureasapredictorofclinicaloutcomesinlocallyadvancedpancreaticcancer AT ippolitoedy bioimagingsignatureasapredictorofclinicaloutcomesinlocallyadvancedpancreaticcancer AT calcagnimarialucia bioimagingsignatureasapredictorofclinicaloutcomesinlocallyadvancedpancreaticcancer AT coppolaroberto bioimagingsignatureasapredictorofclinicaloutcomesinlocallyadvancedpancreaticcancer AT ramellasara bioimagingsignatureasapredictorofclinicaloutcomesinlocallyadvancedpancreaticcancer |