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Intraoperative Evaluation of Brain-Tumor Microvascularization through MicroV IOUS: A Protocol for Image Acquisition and Analysis of Radiomic Features

SIMPLE SUMMARY: The following paper aims to delineate a standard protocol for the analysis of brain-tumor microvascularization through the implementation of the intraoperative microvascular Doppler (MicroV) technique and the standardized acquisition of intraoperative ultrasound (IOUS) images during...

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Autores principales: Giammalva, Giuseppe Roberto, Viola, Anna, Maugeri, Rosario, Giardina, Kevin, Di Bonaventura, Rina, Musso, Sofia, Brunasso, Lara, Cepeda, Santiago, Della Pepa, Giuseppe Maria, Scerrati, Alba, Mantovani, Giorgio, Ferini, Gianluca, Gerardi, Rosa Maria, Pino, Maria Angela, Umana, Giuseppe Emmanuele, Denaro, Luca, Albanese, Alessio, Iacopino, Domenico Gerardo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9656308/
https://www.ncbi.nlm.nih.gov/pubmed/36358754
http://dx.doi.org/10.3390/cancers14215335
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author Giammalva, Giuseppe Roberto
Viola, Anna
Maugeri, Rosario
Giardina, Kevin
Di Bonaventura, Rina
Musso, Sofia
Brunasso, Lara
Cepeda, Santiago
Della Pepa, Giuseppe Maria
Scerrati, Alba
Mantovani, Giorgio
Ferini, Gianluca
Gerardi, Rosa Maria
Pino, Maria Angela
Umana, Giuseppe Emmanuele
Denaro, Luca
Albanese, Alessio
Iacopino, Domenico Gerardo
author_facet Giammalva, Giuseppe Roberto
Viola, Anna
Maugeri, Rosario
Giardina, Kevin
Di Bonaventura, Rina
Musso, Sofia
Brunasso, Lara
Cepeda, Santiago
Della Pepa, Giuseppe Maria
Scerrati, Alba
Mantovani, Giorgio
Ferini, Gianluca
Gerardi, Rosa Maria
Pino, Maria Angela
Umana, Giuseppe Emmanuele
Denaro, Luca
Albanese, Alessio
Iacopino, Domenico Gerardo
author_sort Giammalva, Giuseppe Roberto
collection PubMed
description SIMPLE SUMMARY: The following paper aims to delineate a standard protocol for the analysis of brain-tumor microvascularization through the implementation of the intraoperative microvascular Doppler (MicroV) technique and the standardized acquisition of intraoperative ultrasound (IOUS) images during brain-tumor surgery. This study takes advantage of the BraTIoUS international database (ClinicalTrials.gov Identifier: NCT05062772), which is an international collaborative database of brain tumor IOUS images where MicroV images are stored and retrieved along with B-Mode images in order to be further analyzed by collaborating institutions. The proposed protocol aims to collect standardized MicroV images of brain tumors in order to analyze radiomic features of brain-tumor microvascularization. The study of brain-tumor microvascularization is therefore useful for a deeper knowledge of tumor behavior that ultimately results in an on-going adaptation of the surgery and in the improvement of surgical outcomes. ABSTRACT: Microvascular Doppler (MicroV) is a new-generation Doppler technique developed by Esaote (Esaote s.p.a., Genova, Italy), which is able to visualize small and low-flow vessels through a suppression of interfering signals. MicroV uses advanced filters that are able to differentiate tissue artifacts from low-speed blood flows; by exploiting the space–time coherence information, these filters can selectively suppress tissue components, preserving the signal coming from the microvascular flow. This technique is clinically applied to the study of the vascularization of parenchymatous lesions, often with better diagnostic accuracy than color/power Doppler techniques. The aim of this paper is to develop a reproducible protocol for the recording and collection of MicroV intraoperative ultrasound images by the use of a capable intraoperative ultrasound machine and post-processing aimed at evaluation of brain-tumor microvascularization through the analysis of radiomic features. The proposed protocol has been internally validated on eight patients and will be firstly applied to patients affected by WHO grade IV astrocytoma (glioblastoma—GBM) candidates for craniotomy and lesion removal. In a further stage, it will be generally applied to patients with primary or metastatic brain tumors. IOUS is performed before durotomy. Tumor microvascularization is evaluated using the MicroV Doppler technique and IOUS images are recorded, stored, and post-processed. IOUS images are remotely stored on the BraTIoUS database, which will promote international cooperation and multicentric analysis. Processed images and texture radiomic features are analyzed post-operatively using ImageJ, a free scientific image-analysis software based on the Sun-Java platform. Post-processing protocol is further described in-depth. The study of tumor microvascularization through advanced IOUS techniques such as MicroV could represent, in the future, a non-invasive and real-time method for intraoperative predictive evaluation of the tumor features. This evaluation could finally result in a deeper knowledge of brain-tumor behavior and in the on-going adaptation of the surgery with the improvement of surgical outcomes.
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spelling pubmed-96563082022-11-15 Intraoperative Evaluation of Brain-Tumor Microvascularization through MicroV IOUS: A Protocol for Image Acquisition and Analysis of Radiomic Features Giammalva, Giuseppe Roberto Viola, Anna Maugeri, Rosario Giardina, Kevin Di Bonaventura, Rina Musso, Sofia Brunasso, Lara Cepeda, Santiago Della Pepa, Giuseppe Maria Scerrati, Alba Mantovani, Giorgio Ferini, Gianluca Gerardi, Rosa Maria Pino, Maria Angela Umana, Giuseppe Emmanuele Denaro, Luca Albanese, Alessio Iacopino, Domenico Gerardo Cancers (Basel) Article SIMPLE SUMMARY: The following paper aims to delineate a standard protocol for the analysis of brain-tumor microvascularization through the implementation of the intraoperative microvascular Doppler (MicroV) technique and the standardized acquisition of intraoperative ultrasound (IOUS) images during brain-tumor surgery. This study takes advantage of the BraTIoUS international database (ClinicalTrials.gov Identifier: NCT05062772), which is an international collaborative database of brain tumor IOUS images where MicroV images are stored and retrieved along with B-Mode images in order to be further analyzed by collaborating institutions. The proposed protocol aims to collect standardized MicroV images of brain tumors in order to analyze radiomic features of brain-tumor microvascularization. The study of brain-tumor microvascularization is therefore useful for a deeper knowledge of tumor behavior that ultimately results in an on-going adaptation of the surgery and in the improvement of surgical outcomes. ABSTRACT: Microvascular Doppler (MicroV) is a new-generation Doppler technique developed by Esaote (Esaote s.p.a., Genova, Italy), which is able to visualize small and low-flow vessels through a suppression of interfering signals. MicroV uses advanced filters that are able to differentiate tissue artifacts from low-speed blood flows; by exploiting the space–time coherence information, these filters can selectively suppress tissue components, preserving the signal coming from the microvascular flow. This technique is clinically applied to the study of the vascularization of parenchymatous lesions, often with better diagnostic accuracy than color/power Doppler techniques. The aim of this paper is to develop a reproducible protocol for the recording and collection of MicroV intraoperative ultrasound images by the use of a capable intraoperative ultrasound machine and post-processing aimed at evaluation of brain-tumor microvascularization through the analysis of radiomic features. The proposed protocol has been internally validated on eight patients and will be firstly applied to patients affected by WHO grade IV astrocytoma (glioblastoma—GBM) candidates for craniotomy and lesion removal. In a further stage, it will be generally applied to patients with primary or metastatic brain tumors. IOUS is performed before durotomy. Tumor microvascularization is evaluated using the MicroV Doppler technique and IOUS images are recorded, stored, and post-processed. IOUS images are remotely stored on the BraTIoUS database, which will promote international cooperation and multicentric analysis. Processed images and texture radiomic features are analyzed post-operatively using ImageJ, a free scientific image-analysis software based on the Sun-Java platform. Post-processing protocol is further described in-depth. The study of tumor microvascularization through advanced IOUS techniques such as MicroV could represent, in the future, a non-invasive and real-time method for intraoperative predictive evaluation of the tumor features. This evaluation could finally result in a deeper knowledge of brain-tumor behavior and in the on-going adaptation of the surgery with the improvement of surgical outcomes. MDPI 2022-10-29 /pmc/articles/PMC9656308/ /pubmed/36358754 http://dx.doi.org/10.3390/cancers14215335 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
Giammalva, Giuseppe Roberto
Viola, Anna
Maugeri, Rosario
Giardina, Kevin
Di Bonaventura, Rina
Musso, Sofia
Brunasso, Lara
Cepeda, Santiago
Della Pepa, Giuseppe Maria
Scerrati, Alba
Mantovani, Giorgio
Ferini, Gianluca
Gerardi, Rosa Maria
Pino, Maria Angela
Umana, Giuseppe Emmanuele
Denaro, Luca
Albanese, Alessio
Iacopino, Domenico Gerardo
Intraoperative Evaluation of Brain-Tumor Microvascularization through MicroV IOUS: A Protocol for Image Acquisition and Analysis of Radiomic Features
title Intraoperative Evaluation of Brain-Tumor Microvascularization through MicroV IOUS: A Protocol for Image Acquisition and Analysis of Radiomic Features
title_full Intraoperative Evaluation of Brain-Tumor Microvascularization through MicroV IOUS: A Protocol for Image Acquisition and Analysis of Radiomic Features
title_fullStr Intraoperative Evaluation of Brain-Tumor Microvascularization through MicroV IOUS: A Protocol for Image Acquisition and Analysis of Radiomic Features
title_full_unstemmed Intraoperative Evaluation of Brain-Tumor Microvascularization through MicroV IOUS: A Protocol for Image Acquisition and Analysis of Radiomic Features
title_short Intraoperative Evaluation of Brain-Tumor Microvascularization through MicroV IOUS: A Protocol for Image Acquisition and Analysis of Radiomic Features
title_sort intraoperative evaluation of brain-tumor microvascularization through microv ious: a protocol for image acquisition and analysis of radiomic features
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9656308/
https://www.ncbi.nlm.nih.gov/pubmed/36358754
http://dx.doi.org/10.3390/cancers14215335
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