Cargando…

CTV Delineation for High-Grade Gliomas: Is There Agreement With Tumor Cell Invasion Models?

PURPOSE: High-grade glioma (HGG) is a common form of malignant primary brain cancer with poor prognosis. The diffusive nature of HGGs implies that tumor cell invasion of normal tissue extends several centimeters away from the visible gross tumor volume (GTV). The standard methodology for clinical vo...

Descripción completa

Detalles Bibliográficos
Autores principales: Häger, Wille, Lazzeroni, Marta, Astaraki, Mehdi, Toma-Daşu, Iuliana
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9160672/
https://www.ncbi.nlm.nih.gov/pubmed/35665308
http://dx.doi.org/10.1016/j.adro.2022.100987
_version_ 1784719316955955200
author Häger, Wille
Lazzeroni, Marta
Astaraki, Mehdi
Toma-Daşu, Iuliana
author_facet Häger, Wille
Lazzeroni, Marta
Astaraki, Mehdi
Toma-Daşu, Iuliana
author_sort Häger, Wille
collection PubMed
description PURPOSE: High-grade glioma (HGG) is a common form of malignant primary brain cancer with poor prognosis. The diffusive nature of HGGs implies that tumor cell invasion of normal tissue extends several centimeters away from the visible gross tumor volume (GTV). The standard methodology for clinical volume target (CTV) delineation is to apply a 2- to 3-cm margin around the GTV. However, tumor recurrence is extremely frequent. The purpose of this paper was to introduce a framework and computational model for the prediction of normal tissue HGG cell invasion and to investigate the agreement of the conventional CTV delineation with respect to the predicted tumor invasion. METHODS AND MATERIALS: A model for HGG cell diffusion and proliferation was implemented and used to assess the tumor invasion patterns for 112 cases of HGGs. Normal brain structures and tissues as well as the GTVs visible on diagnostic images were delineated using automated methods. The volumes encompassed by different tumor cell concentration isolines calculated using the model for invasion were compared with the conventionally delineated CTVs, and the differences were analyzed. The 3-dimensional-Hausdorff distance between the CTV and the volumes encompassed by various isolines was also calculated. RESULTS: In 50% of cases, the CTV failed to encompass regions containing tumor cell concentrations of 614 cells/mm³ or greater. In 84% of cases, the lowest cell concentration completely encompassed by the CTV was ≥1 cell/mm³. In the remaining 16%, the CTV overextended into normal tissue. The Hausdorff distance was on average comparable to the CTV margin. CONCLUSIONS: The standard methodology for CTV delineation appears to be inconsistent with HGG invasion patterns in terms of size and shape. Tumor invasion modeling could therefore be useful in assisting in the CTV delineation for HGGs.
format Online
Article
Text
id pubmed-9160672
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Elsevier
record_format MEDLINE/PubMed
spelling pubmed-91606722022-06-03 CTV Delineation for High-Grade Gliomas: Is There Agreement With Tumor Cell Invasion Models? Häger, Wille Lazzeroni, Marta Astaraki, Mehdi Toma-Daşu, Iuliana Adv Radiat Oncol Scientific Article PURPOSE: High-grade glioma (HGG) is a common form of malignant primary brain cancer with poor prognosis. The diffusive nature of HGGs implies that tumor cell invasion of normal tissue extends several centimeters away from the visible gross tumor volume (GTV). The standard methodology for clinical volume target (CTV) delineation is to apply a 2- to 3-cm margin around the GTV. However, tumor recurrence is extremely frequent. The purpose of this paper was to introduce a framework and computational model for the prediction of normal tissue HGG cell invasion and to investigate the agreement of the conventional CTV delineation with respect to the predicted tumor invasion. METHODS AND MATERIALS: A model for HGG cell diffusion and proliferation was implemented and used to assess the tumor invasion patterns for 112 cases of HGGs. Normal brain structures and tissues as well as the GTVs visible on diagnostic images were delineated using automated methods. The volumes encompassed by different tumor cell concentration isolines calculated using the model for invasion were compared with the conventionally delineated CTVs, and the differences were analyzed. The 3-dimensional-Hausdorff distance between the CTV and the volumes encompassed by various isolines was also calculated. RESULTS: In 50% of cases, the CTV failed to encompass regions containing tumor cell concentrations of 614 cells/mm³ or greater. In 84% of cases, the lowest cell concentration completely encompassed by the CTV was ≥1 cell/mm³. In the remaining 16%, the CTV overextended into normal tissue. The Hausdorff distance was on average comparable to the CTV margin. CONCLUSIONS: The standard methodology for CTV delineation appears to be inconsistent with HGG invasion patterns in terms of size and shape. Tumor invasion modeling could therefore be useful in assisting in the CTV delineation for HGGs. Elsevier 2022-05-05 /pmc/articles/PMC9160672/ /pubmed/35665308 http://dx.doi.org/10.1016/j.adro.2022.100987 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Scientific Article
Häger, Wille
Lazzeroni, Marta
Astaraki, Mehdi
Toma-Daşu, Iuliana
CTV Delineation for High-Grade Gliomas: Is There Agreement With Tumor Cell Invasion Models?
title CTV Delineation for High-Grade Gliomas: Is There Agreement With Tumor Cell Invasion Models?
title_full CTV Delineation for High-Grade Gliomas: Is There Agreement With Tumor Cell Invasion Models?
title_fullStr CTV Delineation for High-Grade Gliomas: Is There Agreement With Tumor Cell Invasion Models?
title_full_unstemmed CTV Delineation for High-Grade Gliomas: Is There Agreement With Tumor Cell Invasion Models?
title_short CTV Delineation for High-Grade Gliomas: Is There Agreement With Tumor Cell Invasion Models?
title_sort ctv delineation for high-grade gliomas: is there agreement with tumor cell invasion models?
topic Scientific Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9160672/
https://www.ncbi.nlm.nih.gov/pubmed/35665308
http://dx.doi.org/10.1016/j.adro.2022.100987
work_keys_str_mv AT hagerwille ctvdelineationforhighgradegliomasisthereagreementwithtumorcellinvasionmodels
AT lazzeronimarta ctvdelineationforhighgradegliomasisthereagreementwithtumorcellinvasionmodels
AT astarakimehdi ctvdelineationforhighgradegliomasisthereagreementwithtumorcellinvasionmodels
AT tomadasuiuliana ctvdelineationforhighgradegliomasisthereagreementwithtumorcellinvasionmodels