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Dynamic contrast-enhanced perfusion parameters in ovarian cancer: Good accuracy in identifying high HIF-1α expression
BACKGROUND: Hypoxia significantly influences treatment response and clinical outcome in solid tumors. A noninvasive marker for hypoxia will help physicians in treatment planning and encourage the efficient use of hypoxia targeted therapies. The purpose of this study was to investigate whether pharma...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6705790/ https://www.ncbi.nlm.nih.gov/pubmed/31437208 http://dx.doi.org/10.1371/journal.pone.0221340 |
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author | Lindgren, Auni Anttila, Maarit Rautiainen, Suvi Arponen, Otso Hämäläinen, Kirsi Könönen, Mervi Vanninen, Ritva Sallinen, Hanna |
author_facet | Lindgren, Auni Anttila, Maarit Rautiainen, Suvi Arponen, Otso Hämäläinen, Kirsi Könönen, Mervi Vanninen, Ritva Sallinen, Hanna |
author_sort | Lindgren, Auni |
collection | PubMed |
description | BACKGROUND: Hypoxia significantly influences treatment response and clinical outcome in solid tumors. A noninvasive marker for hypoxia will help physicians in treatment planning and encourage the efficient use of hypoxia targeted therapies. The purpose of this study was to investigate whether pharmacokinetic dynamic contrast-enhanced (DCE) perfusion parameters are associated with a specific marker of hypoxia, hypoxia-inducible factor 1 alpha (HIF-1α) in ovarian cancer (OC). MATERIALS AND METHODS: Thirty-eight patients with primary OC were enrolled in this prospective study approved by the local ethical committee. Patients underwent dynamic gadolinium-enhanced 3.0 T MRI as part of their staging investigations. Pharmacokinetic perfusion parameters, including a rate constant for transfer of contrast agent from plasma to extravascular extracellular space (EES) (K(trans)) and a rate constant from EES to plasma (K(ep)), were measured by drawing two types of regions of interest (ROIs): a large solid lesion (L-ROI) and a solid, most enhancing small area (S-ROI) (NordicICE platform). Tissue samples for immunohistochemical analysis were collected during surgery. Kruskal–Wallis, Mann–Whitney U and Chi-square tests were used in statistical analyses. Receiver Operating Characteristic curve analyzes were done for DCE parameters to discriminate high HIF-1α expression. RESULTS: Pharmacokinetic perfusion parameters K(trans) and K(ep) were inversely associated with HIF-1α expression (K(trans) L-ROI P = 0.021; K(trans) S-ROI P = 0.018 and K(ep) L-ROI P = 0.032; K(ep) S-ROI P = 0.033). K(trans) and K(ep) showed good accuracy in identifying high HIF-1α expression (AUC = 0.832 K(trans) L-ROI; 0.840 K(trans) S-ROI; 0.808 K(ep) L-ROI and 0.808 K(ep) L-ROI). CONCLUSION: This preliminary study demonstrated that pharmacokinetic DCE-MRI perfusion parameters are associated with the hypoxia specific marker, HIF-1α in OC. DCE-MRI may be a useful supplementary tool in the characterization of OC tumors in a staging investigation. |
format | Online Article Text |
id | pubmed-6705790 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-67057902019-09-04 Dynamic contrast-enhanced perfusion parameters in ovarian cancer: Good accuracy in identifying high HIF-1α expression Lindgren, Auni Anttila, Maarit Rautiainen, Suvi Arponen, Otso Hämäläinen, Kirsi Könönen, Mervi Vanninen, Ritva Sallinen, Hanna PLoS One Research Article BACKGROUND: Hypoxia significantly influences treatment response and clinical outcome in solid tumors. A noninvasive marker for hypoxia will help physicians in treatment planning and encourage the efficient use of hypoxia targeted therapies. The purpose of this study was to investigate whether pharmacokinetic dynamic contrast-enhanced (DCE) perfusion parameters are associated with a specific marker of hypoxia, hypoxia-inducible factor 1 alpha (HIF-1α) in ovarian cancer (OC). MATERIALS AND METHODS: Thirty-eight patients with primary OC were enrolled in this prospective study approved by the local ethical committee. Patients underwent dynamic gadolinium-enhanced 3.0 T MRI as part of their staging investigations. Pharmacokinetic perfusion parameters, including a rate constant for transfer of contrast agent from plasma to extravascular extracellular space (EES) (K(trans)) and a rate constant from EES to plasma (K(ep)), were measured by drawing two types of regions of interest (ROIs): a large solid lesion (L-ROI) and a solid, most enhancing small area (S-ROI) (NordicICE platform). Tissue samples for immunohistochemical analysis were collected during surgery. Kruskal–Wallis, Mann–Whitney U and Chi-square tests were used in statistical analyses. Receiver Operating Characteristic curve analyzes were done for DCE parameters to discriminate high HIF-1α expression. RESULTS: Pharmacokinetic perfusion parameters K(trans) and K(ep) were inversely associated with HIF-1α expression (K(trans) L-ROI P = 0.021; K(trans) S-ROI P = 0.018 and K(ep) L-ROI P = 0.032; K(ep) S-ROI P = 0.033). K(trans) and K(ep) showed good accuracy in identifying high HIF-1α expression (AUC = 0.832 K(trans) L-ROI; 0.840 K(trans) S-ROI; 0.808 K(ep) L-ROI and 0.808 K(ep) L-ROI). CONCLUSION: This preliminary study demonstrated that pharmacokinetic DCE-MRI perfusion parameters are associated with the hypoxia specific marker, HIF-1α in OC. DCE-MRI may be a useful supplementary tool in the characterization of OC tumors in a staging investigation. Public Library of Science 2019-08-22 /pmc/articles/PMC6705790/ /pubmed/31437208 http://dx.doi.org/10.1371/journal.pone.0221340 Text en © 2019 Lindgren et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Lindgren, Auni Anttila, Maarit Rautiainen, Suvi Arponen, Otso Hämäläinen, Kirsi Könönen, Mervi Vanninen, Ritva Sallinen, Hanna Dynamic contrast-enhanced perfusion parameters in ovarian cancer: Good accuracy in identifying high HIF-1α expression |
title | Dynamic contrast-enhanced perfusion parameters in ovarian cancer: Good accuracy in identifying high HIF-1α expression |
title_full | Dynamic contrast-enhanced perfusion parameters in ovarian cancer: Good accuracy in identifying high HIF-1α expression |
title_fullStr | Dynamic contrast-enhanced perfusion parameters in ovarian cancer: Good accuracy in identifying high HIF-1α expression |
title_full_unstemmed | Dynamic contrast-enhanced perfusion parameters in ovarian cancer: Good accuracy in identifying high HIF-1α expression |
title_short | Dynamic contrast-enhanced perfusion parameters in ovarian cancer: Good accuracy in identifying high HIF-1α expression |
title_sort | dynamic contrast-enhanced perfusion parameters in ovarian cancer: good accuracy in identifying high hif-1α expression |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6705790/ https://www.ncbi.nlm.nih.gov/pubmed/31437208 http://dx.doi.org/10.1371/journal.pone.0221340 |
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