Macrovascular Networks on Contrast-Enhanced Magnetic Resonance Imaging Improves Survival Prediction in Newly Diagnosed Glioblastoma.

angiogenesis biomarker glioblastoma magnetic resonance imaging survival

Journal

Cancers
ISSN: 2072-6694
Titre abrégé: Cancers (Basel)
Pays: Switzerland
ID NLM: 101526829

Informations de publication

Date de publication:
14 Jan 2019
Historique:
received: 27 10 2018
revised: 17 12 2018
accepted: 20 12 2018
entrez: 17 1 2019
pubmed: 17 1 2019
medline: 17 1 2019
Statut: epublish

Résumé

A higher degree of angiogenesis is associated with shortened survival in glioblastoma. Feasible morphometric parameters for analyzing vascular networks in brain tumors in clinical practice are lacking. We investigated whether the macrovascular network classified by the number of vessel-like structures (nVS) visible on three-dimensional T1-weighted contrast⁻enhanced (3D-T1CE) magnetic resonance imaging (MRI) could improve survival prediction models for newly diagnosed glioblastoma based on clinical and other imaging features. Ninety-seven consecutive patients (62 men; mean age, 58 ± 15 years) with histologically proven glioblastoma underwent 1.5T-MRI, including anatomical, diffusion-weighted, dynamic susceptibility contrast perfusion, and 3D-T1CE sequences after 0.1 mmol/kg gadobutrol. We assessed nVS related to the tumor on 1-mm isovoxel 3D-T1CE images, and relative cerebral blood volume, relative cerebral flow volume (rCBF), delay mean time, and apparent diffusion coefficient in volumes of interest for contrast-enhancing lesion (CEL), non-CEL, and contralateral normal-appearing white matter. We also assessed Visually Accessible Rembrandt Images scoring system features. We used ROC curves to determine the cutoff for nVS and univariate and multivariate cox proportional hazards regression for overall survival. Prognostic factors were evaluated by Kaplan-Meier survival and ROC analyses. Lesions with nVS > 5 were classified as having highly developed macrovascular network; 58 (60.4%) tumors had highly developed macrovascular network. Patients with highly developed macrovascular network were older, had higher volume

Identifiants

pubmed: 30646519
pii: cancers11010084
doi: 10.3390/cancers11010084
pmc: PMC6356693
pii:
doi:

Types de publication

Journal Article

Langues

eng

Subventions

Organisme : Fundació La Marato TV3
ID : 665/C/2013

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Auteurs

Josep Puig (J)

Department of Radiology, University of Manitoba, Winnipeg, MB R3T 2N2, Canada. jpuig@hsc.mb.ca.
Research Unit of Diagnostic Imaging Institute (IDI), Department of Radiology (Girona Biomedical Research Institute) IDIBGI, Hospital Universitari Dr Josep Trueta, 17007 Girona, Spain. jpuig@hsc.mb.ca.

Carles Biarnés (C)

Research Unit of Diagnostic Imaging Institute (IDI), Department of Radiology (Girona Biomedical Research Institute) IDIBGI, Hospital Universitari Dr Josep Trueta, 17007 Girona, Spain. carlesbiarnes90@gmail.com.

Pepus Daunis-I-Estadella (P)

Department of Computer Science, Applied Mathematics and Statistics, University of Girona, 17003 Girona, Spain. pepus@imae.udg.edu.

Gerard Blasco (G)

Research Unit of Diagnostic Imaging Institute (IDI), Department of Radiology (Girona Biomedical Research Institute) IDIBGI, Hospital Universitari Dr Josep Trueta, 17007 Girona, Spain. gbs.blasco@gmail.com.

Alfredo Gimeno (A)

Research Unit of Diagnostic Imaging Institute (IDI), Department of Radiology (Girona Biomedical Research Institute) IDIBGI, Hospital Universitari Dr Josep Trueta, 17007 Girona, Spain. fredigimeno1989@gmail.com.

Marco Essig (M)

Department of Radiology, University of Manitoba, Winnipeg, MB R3T 2N2, Canada. messig@exchange.hsc.mb.ca.

Carme Balaña (C)

Medical Oncology, Institut Catala Oncologia (ICO), Applied Research Group in Oncology (B-ARGO), IGTP, Badalona, 08916 Barcelona, Spain. cbalana@iconcologia.net.

Angel Alberich-Bayarri (A)

QUIBIM SL, Quantitative Imaging Biomarkers in Medicine, 46026 Valencia, Spain. angel@quibim.com.

Ana Jimenez-Pastor (A)

QUIBIM SL, Quantitative Imaging Biomarkers in Medicine, 46026 Valencia, Spain. anajimenez@quibim.com.

Eduardo Camacho (E)

QUIBIM SL, Quantitative Imaging Biomarkers in Medicine, 46026 Valencia, Spain. educamacho@quibim.com.

Santiago Thio-Henestrosa (S)

Department of Computer Science, Applied Mathematics and Statistics, University of Girona, 17003 Girona, Spain. santiago.thio@udg.edu.

Jaume Capellades (J)

Department of Radiology, Hospital del Mar, 08003 Barcelona, Spain. jaumecapellades@gmail.com.

Javier Sanchez-Gonzalez (J)

Philips Healthcare Ibérica, 28050 Madrid, Spain. javier.sanchez.gonzalez@philips.com.

Marian Navas-Martí (M)

Research Unit of Diagnostic Imaging Institute (IDI), Department of Radiology (Girona Biomedical Research Institute) IDIBGI, Hospital Universitari Dr Josep Trueta, 17007 Girona, Spain. marianmarti33@gmail.com.

Blanca Domenech-Ximenos (B)

Research Unit of Diagnostic Imaging Institute (IDI), Department of Radiology (Girona Biomedical Research Institute) IDIBGI, Hospital Universitari Dr Josep Trueta, 17007 Girona, Spain. bl.domenech@gmail.com.

Sonia Del Barco (S)

Medical Oncology, Institut Catala Oncologia (ICO), 17007 Girona, Spain. Sdelbarco@iconcologia.net.

Montserrat Puigdemont (M)

Hospital Cancer Registry, ICO, Hospital Universitari Dr Josep Trueta, 17007 Girona, Spain. mpuigdemont@iconcologia.net.

Carlos Leiva-Salinas (C)

Department of Radiology, University of Missouri, Columbia, MO 65212, USA. carlosleivasalinas@gmail.com.

Max Wintermark (M)

Department of Radiology, Neuroradiology Division, Stanford University, Stanford, CA 94304, USA. mwinterm@stanford.edu.

Kambiz Nael (K)

Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA. kambiznael@gmail.com.

Rajan Jain (R)

Departments of Radiology and Neurosurgery, New York University School of Medicine, New York, NY 10016, USA. Rajan.Jain@nyumc.org.

Salvador Pedraza (S)

Research Unit of Diagnostic Imaging Institute (IDI), Department of Radiology (Girona Biomedical Research Institute) IDIBGI, Hospital Universitari Dr Josep Trueta, 17007 Girona, Spain. sapedraza@gmail.com.

Classifications MeSH