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Correlation between ADC Histogram-Derived Metrics and the Time to Metastases in Resectable Pancreatic Adenocarcinoma
SIMPLE SUMMARY: Local and systemic relapse within the first year after curative surgery occurs in up to 60% of patients with pancreatic ductal adenocarcinoma (PDAC). An improvement in the preoperative prognostic stratification would be clinically beneficial to spare patients from unbeneficial upfron...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9775993/ https://www.ncbi.nlm.nih.gov/pubmed/36551536 http://dx.doi.org/10.3390/cancers14246050 |
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author | De Robertis, Riccardo Tomaiuolo, Luisa Pasquazzo, Francesca Geraci, Luca Malleo, Giuseppe Salvia, Roberto D’Onofrio, Mirko |
author_facet | De Robertis, Riccardo Tomaiuolo, Luisa Pasquazzo, Francesca Geraci, Luca Malleo, Giuseppe Salvia, Roberto D’Onofrio, Mirko |
author_sort | De Robertis, Riccardo |
collection | PubMed |
description | SIMPLE SUMMARY: Local and systemic relapse within the first year after curative surgery occurs in up to 60% of patients with pancreatic ductal adenocarcinoma (PDAC). An improvement in the preoperative prognostic stratification would be clinically beneficial to spare patients from unbeneficial upfront surgery, and to optimize the follow-up. The aim of this study was to correlate conventional magnetic resonance features and the metrics derived from the histogram analysis of apparent diffusion coefficient (ADC) maps, with the risk and the time to metastases (TTM) in patients with resectable PDAC. The ADC skewness had a significant effect on the risk of metastases (hazard ratio = 5.22, p < 0.001). Patients with an ADC skewness ≥0.23 had a significantly shorter TTM than those with a skewness <0.22 (11.7 vs. 30.8 months, p < 0.001). Histogram analysis of ADC maps provides parameters correlated to the metastatic potential of PDAC; higher ADC skewness seems to be associated with a significantly shorter TTM. ABSTRACT: Background: A non-invasive method to improve the prognostic stratification would be clinically beneficial in patients with resectable pancreatic adenocarcinoma (PDAC). The aim of this study was to correlate conventional magnetic resonance (MR) features and the metrics derived from the histogram analysis of apparent diffusion coefficient (ADC) maps, with the risk and the time to metastases (TTM) after surgery in patients with PDAC. Methods: pre-operative MR examinations of 120 patients were retrospectively analyzed. Patients were grouped according to the presence (M+) or absence (M−) of metastases during follow-up. Conventional MR features and histogram-derived metrics were compared between M+ and M− patients using the Fisher’s or Mann–Whitney tests; receiver operating characteristic (ROC) curves were constructed for the features that showed a significant difference between groups. A Cox regression analysis was performed to identify the features with a significant effect on the TTM, and Kaplan–Meier curves were constructed for significant features. Results: 68.3% patients developed metastases over a mean follow-up time of 29 months (range, 3–54 months). ADC skewness and kurtosis were significantly higher in M+ than in M− patients (p < 0.001). Skewness had a significant effect on the risk of metastases (hazard ratio—HR = 5.22, p < 0.001). Patients with an ADC skewness ≥0.23 had a significantly shorter TTM than those with a skewness <0.22 (11.7 vs. 30.8 months, p < 0.001). Conclusions: pre-operative histogram analysis of ADC maps provides parameters correlated to the metastatic potential of PDAC. Higher ADC skewness seems to be associated with a significantly shorter TTM in patients with resectable PDAC. |
format | Online Article Text |
id | pubmed-9775993 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-97759932022-12-23 Correlation between ADC Histogram-Derived Metrics and the Time to Metastases in Resectable Pancreatic Adenocarcinoma De Robertis, Riccardo Tomaiuolo, Luisa Pasquazzo, Francesca Geraci, Luca Malleo, Giuseppe Salvia, Roberto D’Onofrio, Mirko Cancers (Basel) Article SIMPLE SUMMARY: Local and systemic relapse within the first year after curative surgery occurs in up to 60% of patients with pancreatic ductal adenocarcinoma (PDAC). An improvement in the preoperative prognostic stratification would be clinically beneficial to spare patients from unbeneficial upfront surgery, and to optimize the follow-up. The aim of this study was to correlate conventional magnetic resonance features and the metrics derived from the histogram analysis of apparent diffusion coefficient (ADC) maps, with the risk and the time to metastases (TTM) in patients with resectable PDAC. The ADC skewness had a significant effect on the risk of metastases (hazard ratio = 5.22, p < 0.001). Patients with an ADC skewness ≥0.23 had a significantly shorter TTM than those with a skewness <0.22 (11.7 vs. 30.8 months, p < 0.001). Histogram analysis of ADC maps provides parameters correlated to the metastatic potential of PDAC; higher ADC skewness seems to be associated with a significantly shorter TTM. ABSTRACT: Background: A non-invasive method to improve the prognostic stratification would be clinically beneficial in patients with resectable pancreatic adenocarcinoma (PDAC). The aim of this study was to correlate conventional magnetic resonance (MR) features and the metrics derived from the histogram analysis of apparent diffusion coefficient (ADC) maps, with the risk and the time to metastases (TTM) after surgery in patients with PDAC. Methods: pre-operative MR examinations of 120 patients were retrospectively analyzed. Patients were grouped according to the presence (M+) or absence (M−) of metastases during follow-up. Conventional MR features and histogram-derived metrics were compared between M+ and M− patients using the Fisher’s or Mann–Whitney tests; receiver operating characteristic (ROC) curves were constructed for the features that showed a significant difference between groups. A Cox regression analysis was performed to identify the features with a significant effect on the TTM, and Kaplan–Meier curves were constructed for significant features. Results: 68.3% patients developed metastases over a mean follow-up time of 29 months (range, 3–54 months). ADC skewness and kurtosis were significantly higher in M+ than in M− patients (p < 0.001). Skewness had a significant effect on the risk of metastases (hazard ratio—HR = 5.22, p < 0.001). Patients with an ADC skewness ≥0.23 had a significantly shorter TTM than those with a skewness <0.22 (11.7 vs. 30.8 months, p < 0.001). Conclusions: pre-operative histogram analysis of ADC maps provides parameters correlated to the metastatic potential of PDAC. Higher ADC skewness seems to be associated with a significantly shorter TTM in patients with resectable PDAC. MDPI 2022-12-08 /pmc/articles/PMC9775993/ /pubmed/36551536 http://dx.doi.org/10.3390/cancers14246050 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article De Robertis, Riccardo Tomaiuolo, Luisa Pasquazzo, Francesca Geraci, Luca Malleo, Giuseppe Salvia, Roberto D’Onofrio, Mirko Correlation between ADC Histogram-Derived Metrics and the Time to Metastases in Resectable Pancreatic Adenocarcinoma |
title | Correlation between ADC Histogram-Derived Metrics and the Time to Metastases in Resectable Pancreatic Adenocarcinoma |
title_full | Correlation between ADC Histogram-Derived Metrics and the Time to Metastases in Resectable Pancreatic Adenocarcinoma |
title_fullStr | Correlation between ADC Histogram-Derived Metrics and the Time to Metastases in Resectable Pancreatic Adenocarcinoma |
title_full_unstemmed | Correlation between ADC Histogram-Derived Metrics and the Time to Metastases in Resectable Pancreatic Adenocarcinoma |
title_short | Correlation between ADC Histogram-Derived Metrics and the Time to Metastases in Resectable Pancreatic Adenocarcinoma |
title_sort | correlation between adc histogram-derived metrics and the time to metastases in resectable pancreatic adenocarcinoma |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9775993/ https://www.ncbi.nlm.nih.gov/pubmed/36551536 http://dx.doi.org/10.3390/cancers14246050 |
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