Noninvasive Characterization of Tumor Angiogenesis and Oxygenation in Bevacizumab-treated Recurrent Glioblastoma by Using Dynamic Susceptibility MRI: Secondary Analysis of the European Organization for Research and Treatment of Cancer 26101 Trial.

Angiogenesis Inhibitors / therapeutic use Antineoplastic Agents, Alkylating / therapeutic use Bevacizumab / therapeutic use Brain Neoplasms / drug therapy Contrast Media Europe Female Glioblastoma / drug therapy Humans Lomustine / therapeutic use Magnetic Resonance Imaging / methods Male Middle Aged Neoplasm Recurrence, Local Neovascularization, Pathologic / drug therapy Prospective Studies Survival Analysis

Journal

Radiology
ISSN: 1527-1315
Titre abrégé: Radiology
Pays: United States
ID NLM: 0401260

Informations de publication

Date de publication:
10 2020
Historique:
pubmed: 29 7 2020
medline: 18 12 2020
entrez: 29 7 2020
Statut: ppublish

Résumé

Background Relevance of antiangiogenic treatment with bevacizumab in patients with glioblastoma is controversial because progression-free survival benefit did not translate into an overall survival (OS) benefit in randomized phase III trials. Purpose To perform longitudinal characterization of intratumoral angiogenesis and oxygenation by using dynamic susceptibility contrast agent-enhanced (DSC) MRI and evaluate its potential for predicting outcome from administration of bevacizumab. Materials and Methods In this secondary analysis of the prospective randomized phase II/III European Organization for Research and Treatment of Cancer 26101 trial conducted between October 2011 and December 2015 in 596 patients with first recurrence of glioblastoma, the subset of patients with availability of anatomic MRI and DSC MRI at baseline and first follow-up was analyzed. Patients were allocated into those administered bevacizumab (hereafter, the BEV group; either bevacizumab monotherapy or bevacizumab with lomustine) and those not administered bevacizumab (hereafter, the non-BEV group with lomustine monotherapy). Contrast-enhanced tumor volume, noncontrast-enhanced T2 fluid-attenuated inversion recovery (FLAIR) signal abnormality volume, Gaussian-normalized relative cerebral blood volume (nrCBV), Gaussian-normalized relative blood flow (nrCBF), and tumor metabolic rate of oxygen (nTMRO

Identifiants

DOI: 10.1148/radiol.2020200978 PMID: 32720870
pubmed: 32720870
doi: 10.1148/radiol.2020200978
doi:

Substances chimiques

Angiogenesis Inhibitors 0
Antineoplastic Agents, Alkylating 0
Contrast Media 0
Bevacizumab 2S9ZZM9Q9V
Lomustine 7BRF0Z81KG

Types de publication

Clinical Trial, Phase II Clinical Trial, Phase III Journal Article Randomized Controlled Trial Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

164-175

Commentaires et corrections

Type : CommentIn

Auteurs

Philipp Kickingereder (P)

From the Department of Neuroradiology, Heidelberg University Hospital, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany (P.K., G.B., I.P., M.S., M.F., U.N., S.H., M.B.); Center of Functionally Integrative Neuroscience and MINDLab, Aarhus University Hospital, Aarhus, Denmark (M.B.H., L.Ø.); Neurology Clinic, Heidelberg University Hospital, Heidelberg, Germany (M.N., T.K., A.W., W.W.); Department of Neurology, Medical University Innsbruck, Innsbruck, Austria (M.N.); Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.I., K.H.M.H.); Clinical Cooperation Unit Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany (T.K., W.W.); Department of Neuropathology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany (F.S., A.v.D.); Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.S., A.v.D.); Department of Neurology, University Hospital and University of Zurich, Zurich, Switzerland (M.W.); Department of Neurology, Medical Faculty Mannheim, MCTN, University of Heidelberg, Mannheim, Germany (M.P.); Pattern Analysis and Learning Group, Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany (K.H.M.H.); Department of Neuroradiology, Aarhus University Hospital, Aarhus, Denmark (L.Ø.); Brain Tumor Center at Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.v.d.B.); and European Organization for Research and Treatment of Cancer (EORTC), Brussels, Belgium (T.G.).
ORCID: 0000-0002-6224-0064

Gianluca Brugnara (G)

From the Department of Neuroradiology, Heidelberg University Hospital, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany (P.K., G.B., I.P., M.S., M.F., U.N., S.H., M.B.); Center of Functionally Integrative Neuroscience and MINDLab, Aarhus University Hospital, Aarhus, Denmark (M.B.H., L.Ø.); Neurology Clinic, Heidelberg University Hospital, Heidelberg, Germany (M.N., T.K., A.W., W.W.); Department of Neurology, Medical University Innsbruck, Innsbruck, Austria (M.N.); Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.I., K.H.M.H.); Clinical Cooperation Unit Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany (T.K., W.W.); Department of Neuropathology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany (F.S., A.v.D.); Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.S., A.v.D.); Department of Neurology, University Hospital and University of Zurich, Zurich, Switzerland (M.W.); Department of Neurology, Medical Faculty Mannheim, MCTN, University of Heidelberg, Mannheim, Germany (M.P.); Pattern Analysis and Learning Group, Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany (K.H.M.H.); Department of Neuroradiology, Aarhus University Hospital, Aarhus, Denmark (L.Ø.); Brain Tumor Center at Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.v.d.B.); and European Organization for Research and Treatment of Cancer (EORTC), Brussels, Belgium (T.G.).
ORCID: 0000-0003-2461-1407

Mikkel Bo Hansen (MB)

From the Department of Neuroradiology, Heidelberg University Hospital, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany (P.K., G.B., I.P., M.S., M.F., U.N., S.H., M.B.); Center of Functionally Integrative Neuroscience and MINDLab, Aarhus University Hospital, Aarhus, Denmark (M.B.H., L.Ø.); Neurology Clinic, Heidelberg University Hospital, Heidelberg, Germany (M.N., T.K., A.W., W.W.); Department of Neurology, Medical University Innsbruck, Innsbruck, Austria (M.N.); Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.I., K.H.M.H.); Clinical Cooperation Unit Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany (T.K., W.W.); Department of Neuropathology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany (F.S., A.v.D.); Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.S., A.v.D.); Department of Neurology, University Hospital and University of Zurich, Zurich, Switzerland (M.W.); Department of Neurology, Medical Faculty Mannheim, MCTN, University of Heidelberg, Mannheim, Germany (M.P.); Pattern Analysis and Learning Group, Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany (K.H.M.H.); Department of Neuroradiology, Aarhus University Hospital, Aarhus, Denmark (L.Ø.); Brain Tumor Center at Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.v.d.B.); and European Organization for Research and Treatment of Cancer (EORTC), Brussels, Belgium (T.G.).
ORCID: 0000-0002-8619-1519

Martha Nowosielski (M)

From the Department of Neuroradiology, Heidelberg University Hospital, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany (P.K., G.B., I.P., M.S., M.F., U.N., S.H., M.B.); Center of Functionally Integrative Neuroscience and MINDLab, Aarhus University Hospital, Aarhus, Denmark (M.B.H., L.Ø.); Neurology Clinic, Heidelberg University Hospital, Heidelberg, Germany (M.N., T.K., A.W., W.W.); Department of Neurology, Medical University Innsbruck, Innsbruck, Austria (M.N.); Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.I., K.H.M.H.); Clinical Cooperation Unit Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany (T.K., W.W.); Department of Neuropathology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany (F.S., A.v.D.); Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.S., A.v.D.); Department of Neurology, University Hospital and University of Zurich, Zurich, Switzerland (M.W.); Department of Neurology, Medical Faculty Mannheim, MCTN, University of Heidelberg, Mannheim, Germany (M.P.); Pattern Analysis and Learning Group, Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany (K.H.M.H.); Department of Neuroradiology, Aarhus University Hospital, Aarhus, Denmark (L.Ø.); Brain Tumor Center at Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.v.d.B.); and European Organization for Research and Treatment of Cancer (EORTC), Brussels, Belgium (T.G.).
ORCID: 0000-0002-8068-315X

Irada Pflüger (I)

From the Department of Neuroradiology, Heidelberg University Hospital, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany (P.K., G.B., I.P., M.S., M.F., U.N., S.H., M.B.); Center of Functionally Integrative Neuroscience and MINDLab, Aarhus University Hospital, Aarhus, Denmark (M.B.H., L.Ø.); Neurology Clinic, Heidelberg University Hospital, Heidelberg, Germany (M.N., T.K., A.W., W.W.); Department of Neurology, Medical University Innsbruck, Innsbruck, Austria (M.N.); Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.I., K.H.M.H.); Clinical Cooperation Unit Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany (T.K., W.W.); Department of Neuropathology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany (F.S., A.v.D.); Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.S., A.v.D.); Department of Neurology, University Hospital and University of Zurich, Zurich, Switzerland (M.W.); Department of Neurology, Medical Faculty Mannheim, MCTN, University of Heidelberg, Mannheim, Germany (M.P.); Pattern Analysis and Learning Group, Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany (K.H.M.H.); Department of Neuroradiology, Aarhus University Hospital, Aarhus, Denmark (L.Ø.); Brain Tumor Center at Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.v.d.B.); and European Organization for Research and Treatment of Cancer (EORTC), Brussels, Belgium (T.G.).

Marianne Schell (M)

From the Department of Neuroradiology, Heidelberg University Hospital, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany (P.K., G.B., I.P., M.S., M.F., U.N., S.H., M.B.); Center of Functionally Integrative Neuroscience and MINDLab, Aarhus University Hospital, Aarhus, Denmark (M.B.H., L.Ø.); Neurology Clinic, Heidelberg University Hospital, Heidelberg, Germany (M.N., T.K., A.W., W.W.); Department of Neurology, Medical University Innsbruck, Innsbruck, Austria (M.N.); Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.I., K.H.M.H.); Clinical Cooperation Unit Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany (T.K., W.W.); Department of Neuropathology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany (F.S., A.v.D.); Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.S., A.v.D.); Department of Neurology, University Hospital and University of Zurich, Zurich, Switzerland (M.W.); Department of Neurology, Medical Faculty Mannheim, MCTN, University of Heidelberg, Mannheim, Germany (M.P.); Pattern Analysis and Learning Group, Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany (K.H.M.H.); Department of Neuroradiology, Aarhus University Hospital, Aarhus, Denmark (L.Ø.); Brain Tumor Center at Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.v.d.B.); and European Organization for Research and Treatment of Cancer (EORTC), Brussels, Belgium (T.G.).

Fabian Isensee (F)

From the Department of Neuroradiology, Heidelberg University Hospital, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany (P.K., G.B., I.P., M.S., M.F., U.N., S.H., M.B.); Center of Functionally Integrative Neuroscience and MINDLab, Aarhus University Hospital, Aarhus, Denmark (M.B.H., L.Ø.); Neurology Clinic, Heidelberg University Hospital, Heidelberg, Germany (M.N., T.K., A.W., W.W.); Department of Neurology, Medical University Innsbruck, Innsbruck, Austria (M.N.); Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.I., K.H.M.H.); Clinical Cooperation Unit Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany (T.K., W.W.); Department of Neuropathology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany (F.S., A.v.D.); Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.S., A.v.D.); Department of Neurology, University Hospital and University of Zurich, Zurich, Switzerland (M.W.); Department of Neurology, Medical Faculty Mannheim, MCTN, University of Heidelberg, Mannheim, Germany (M.P.); Pattern Analysis and Learning Group, Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany (K.H.M.H.); Department of Neuroradiology, Aarhus University Hospital, Aarhus, Denmark (L.Ø.); Brain Tumor Center at Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.v.d.B.); and European Organization for Research and Treatment of Cancer (EORTC), Brussels, Belgium (T.G.).
ORCID: 0000-0002-3519-5886

Martha Foltyn (M)

From the Department of Neuroradiology, Heidelberg University Hospital, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany (P.K., G.B., I.P., M.S., M.F., U.N., S.H., M.B.); Center of Functionally Integrative Neuroscience and MINDLab, Aarhus University Hospital, Aarhus, Denmark (M.B.H., L.Ø.); Neurology Clinic, Heidelberg University Hospital, Heidelberg, Germany (M.N., T.K., A.W., W.W.); Department of Neurology, Medical University Innsbruck, Innsbruck, Austria (M.N.); Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.I., K.H.M.H.); Clinical Cooperation Unit Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany (T.K., W.W.); Department of Neuropathology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany (F.S., A.v.D.); Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.S., A.v.D.); Department of Neurology, University Hospital and University of Zurich, Zurich, Switzerland (M.W.); Department of Neurology, Medical Faculty Mannheim, MCTN, University of Heidelberg, Mannheim, Germany (M.P.); Pattern Analysis and Learning Group, Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany (K.H.M.H.); Department of Neuroradiology, Aarhus University Hospital, Aarhus, Denmark (L.Ø.); Brain Tumor Center at Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.v.d.B.); and European Organization for Research and Treatment of Cancer (EORTC), Brussels, Belgium (T.G.).
ORCID: 0000-0002-1754-1765

Ulf Neuberger (U)

From the Department of Neuroradiology, Heidelberg University Hospital, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany (P.K., G.B., I.P., M.S., M.F., U.N., S.H., M.B.); Center of Functionally Integrative Neuroscience and MINDLab, Aarhus University Hospital, Aarhus, Denmark (M.B.H., L.Ø.); Neurology Clinic, Heidelberg University Hospital, Heidelberg, Germany (M.N., T.K., A.W., W.W.); Department of Neurology, Medical University Innsbruck, Innsbruck, Austria (M.N.); Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.I., K.H.M.H.); Clinical Cooperation Unit Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany (T.K., W.W.); Department of Neuropathology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany (F.S., A.v.D.); Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.S., A.v.D.); Department of Neurology, University Hospital and University of Zurich, Zurich, Switzerland (M.W.); Department of Neurology, Medical Faculty Mannheim, MCTN, University of Heidelberg, Mannheim, Germany (M.P.); Pattern Analysis and Learning Group, Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany (K.H.M.H.); Department of Neuroradiology, Aarhus University Hospital, Aarhus, Denmark (L.Ø.); Brain Tumor Center at Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.v.d.B.); and European Organization for Research and Treatment of Cancer (EORTC), Brussels, Belgium (T.G.).
ORCID: 0000-0002-0287-6714

Tobias Kessler (T)

From the Department of Neuroradiology, Heidelberg University Hospital, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany (P.K., G.B., I.P., M.S., M.F., U.N., S.H., M.B.); Center of Functionally Integrative Neuroscience and MINDLab, Aarhus University Hospital, Aarhus, Denmark (M.B.H., L.Ø.); Neurology Clinic, Heidelberg University Hospital, Heidelberg, Germany (M.N., T.K., A.W., W.W.); Department of Neurology, Medical University Innsbruck, Innsbruck, Austria (M.N.); Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.I., K.H.M.H.); Clinical Cooperation Unit Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany (T.K., W.W.); Department of Neuropathology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany (F.S., A.v.D.); Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.S., A.v.D.); Department of Neurology, University Hospital and University of Zurich, Zurich, Switzerland (M.W.); Department of Neurology, Medical Faculty Mannheim, MCTN, University of Heidelberg, Mannheim, Germany (M.P.); Pattern Analysis and Learning Group, Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany (K.H.M.H.); Department of Neuroradiology, Aarhus University Hospital, Aarhus, Denmark (L.Ø.); Brain Tumor Center at Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.v.d.B.); and European Organization for Research and Treatment of Cancer (EORTC), Brussels, Belgium (T.G.).
ORCID: 0000-0001-8350-7074

Felix Sahm (F)

From the Department of Neuroradiology, Heidelberg University Hospital, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany (P.K., G.B., I.P., M.S., M.F., U.N., S.H., M.B.); Center of Functionally Integrative Neuroscience and MINDLab, Aarhus University Hospital, Aarhus, Denmark (M.B.H., L.Ø.); Neurology Clinic, Heidelberg University Hospital, Heidelberg, Germany (M.N., T.K., A.W., W.W.); Department of Neurology, Medical University Innsbruck, Innsbruck, Austria (M.N.); Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.I., K.H.M.H.); Clinical Cooperation Unit Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany (T.K., W.W.); Department of Neuropathology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany (F.S., A.v.D.); Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.S., A.v.D.); Department of Neurology, University Hospital and University of Zurich, Zurich, Switzerland (M.W.); Department of Neurology, Medical Faculty Mannheim, MCTN, University of Heidelberg, Mannheim, Germany (M.P.); Pattern Analysis and Learning Group, Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany (K.H.M.H.); Department of Neuroradiology, Aarhus University Hospital, Aarhus, Denmark (L.Ø.); Brain Tumor Center at Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.v.d.B.); and European Organization for Research and Treatment of Cancer (EORTC), Brussels, Belgium (T.G.).
ORCID: 0000-0001-5441-1962

Antje Wick (A)

From the Department of Neuroradiology, Heidelberg University Hospital, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany (P.K., G.B., I.P., M.S., M.F., U.N., S.H., M.B.); Center of Functionally Integrative Neuroscience and MINDLab, Aarhus University Hospital, Aarhus, Denmark (M.B.H., L.Ø.); Neurology Clinic, Heidelberg University Hospital, Heidelberg, Germany (M.N., T.K., A.W., W.W.); Department of Neurology, Medical University Innsbruck, Innsbruck, Austria (M.N.); Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.I., K.H.M.H.); Clinical Cooperation Unit Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany (T.K., W.W.); Department of Neuropathology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany (F.S., A.v.D.); Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.S., A.v.D.); Department of Neurology, University Hospital and University of Zurich, Zurich, Switzerland (M.W.); Department of Neurology, Medical Faculty Mannheim, MCTN, University of Heidelberg, Mannheim, Germany (M.P.); Pattern Analysis and Learning Group, Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany (K.H.M.H.); Department of Neuroradiology, Aarhus University Hospital, Aarhus, Denmark (L.Ø.); Brain Tumor Center at Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.v.d.B.); and European Organization for Research and Treatment of Cancer (EORTC), Brussels, Belgium (T.G.).
ORCID: 0000-0003-0020-6386

Sabine Heiland (S)

From the Department of Neuroradiology, Heidelberg University Hospital, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany (P.K., G.B., I.P., M.S., M.F., U.N., S.H., M.B.); Center of Functionally Integrative Neuroscience and MINDLab, Aarhus University Hospital, Aarhus, Denmark (M.B.H., L.Ø.); Neurology Clinic, Heidelberg University Hospital, Heidelberg, Germany (M.N., T.K., A.W., W.W.); Department of Neurology, Medical University Innsbruck, Innsbruck, Austria (M.N.); Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.I., K.H.M.H.); Clinical Cooperation Unit Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany (T.K., W.W.); Department of Neuropathology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany (F.S., A.v.D.); Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.S., A.v.D.); Department of Neurology, University Hospital and University of Zurich, Zurich, Switzerland (M.W.); Department of Neurology, Medical Faculty Mannheim, MCTN, University of Heidelberg, Mannheim, Germany (M.P.); Pattern Analysis and Learning Group, Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany (K.H.M.H.); Department of Neuroradiology, Aarhus University Hospital, Aarhus, Denmark (L.Ø.); Brain Tumor Center at Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.v.d.B.); and European Organization for Research and Treatment of Cancer (EORTC), Brussels, Belgium (T.G.).
ORCID: 0000-0002-2796-3451

Michael Weller (M)

From the Department of Neuroradiology, Heidelberg University Hospital, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany (P.K., G.B., I.P., M.S., M.F., U.N., S.H., M.B.); Center of Functionally Integrative Neuroscience and MINDLab, Aarhus University Hospital, Aarhus, Denmark (M.B.H., L.Ø.); Neurology Clinic, Heidelberg University Hospital, Heidelberg, Germany (M.N., T.K., A.W., W.W.); Department of Neurology, Medical University Innsbruck, Innsbruck, Austria (M.N.); Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.I., K.H.M.H.); Clinical Cooperation Unit Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany (T.K., W.W.); Department of Neuropathology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany (F.S., A.v.D.); Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.S., A.v.D.); Department of Neurology, University Hospital and University of Zurich, Zurich, Switzerland (M.W.); Department of Neurology, Medical Faculty Mannheim, MCTN, University of Heidelberg, Mannheim, Germany (M.P.); Pattern Analysis and Learning Group, Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany (K.H.M.H.); Department of Neuroradiology, Aarhus University Hospital, Aarhus, Denmark (L.Ø.); Brain Tumor Center at Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.v.d.B.); and European Organization for Research and Treatment of Cancer (EORTC), Brussels, Belgium (T.G.).
ORCID: 0000-0002-1748-174X

Michael Platten (M)

From the Department of Neuroradiology, Heidelberg University Hospital, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany (P.K., G.B., I.P., M.S., M.F., U.N., S.H., M.B.); Center of Functionally Integrative Neuroscience and MINDLab, Aarhus University Hospital, Aarhus, Denmark (M.B.H., L.Ø.); Neurology Clinic, Heidelberg University Hospital, Heidelberg, Germany (M.N., T.K., A.W., W.W.); Department of Neurology, Medical University Innsbruck, Innsbruck, Austria (M.N.); Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.I., K.H.M.H.); Clinical Cooperation Unit Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany (T.K., W.W.); Department of Neuropathology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany (F.S., A.v.D.); Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.S., A.v.D.); Department of Neurology, University Hospital and University of Zurich, Zurich, Switzerland (M.W.); Department of Neurology, Medical Faculty Mannheim, MCTN, University of Heidelberg, Mannheim, Germany (M.P.); Pattern Analysis and Learning Group, Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany (K.H.M.H.); Department of Neuroradiology, Aarhus University Hospital, Aarhus, Denmark (L.Ø.); Brain Tumor Center at Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.v.d.B.); and European Organization for Research and Treatment of Cancer (EORTC), Brussels, Belgium (T.G.).
ORCID: 0000-0002-4746-887X

Andreas von Deimling (A)

From the Department of Neuroradiology, Heidelberg University Hospital, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany (P.K., G.B., I.P., M.S., M.F., U.N., S.H., M.B.); Center of Functionally Integrative Neuroscience and MINDLab, Aarhus University Hospital, Aarhus, Denmark (M.B.H., L.Ø.); Neurology Clinic, Heidelberg University Hospital, Heidelberg, Germany (M.N., T.K., A.W., W.W.); Department of Neurology, Medical University Innsbruck, Innsbruck, Austria (M.N.); Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.I., K.H.M.H.); Clinical Cooperation Unit Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany (T.K., W.W.); Department of Neuropathology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany (F.S., A.v.D.); Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.S., A.v.D.); Department of Neurology, University Hospital and University of Zurich, Zurich, Switzerland (M.W.); Department of Neurology, Medical Faculty Mannheim, MCTN, University of Heidelberg, Mannheim, Germany (M.P.); Pattern Analysis and Learning Group, Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany (K.H.M.H.); Department of Neuroradiology, Aarhus University Hospital, Aarhus, Denmark (L.Ø.); Brain Tumor Center at Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.v.d.B.); and European Organization for Research and Treatment of Cancer (EORTC), Brussels, Belgium (T.G.).

Klaus H Maier-Hein (KH)

From the Department of Neuroradiology, Heidelberg University Hospital, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany (P.K., G.B., I.P., M.S., M.F., U.N., S.H., M.B.); Center of Functionally Integrative Neuroscience and MINDLab, Aarhus University Hospital, Aarhus, Denmark (M.B.H., L.Ø.); Neurology Clinic, Heidelberg University Hospital, Heidelberg, Germany (M.N., T.K., A.W., W.W.); Department of Neurology, Medical University Innsbruck, Innsbruck, Austria (M.N.); Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.I., K.H.M.H.); Clinical Cooperation Unit Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany (T.K., W.W.); Department of Neuropathology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany (F.S., A.v.D.); Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.S., A.v.D.); Department of Neurology, University Hospital and University of Zurich, Zurich, Switzerland (M.W.); Department of Neurology, Medical Faculty Mannheim, MCTN, University of Heidelberg, Mannheim, Germany (M.P.); Pattern Analysis and Learning Group, Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany (K.H.M.H.); Department of Neuroradiology, Aarhus University Hospital, Aarhus, Denmark (L.Ø.); Brain Tumor Center at Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.v.d.B.); and European Organization for Research and Treatment of Cancer (EORTC), Brussels, Belgium (T.G.).
ORCID: 0000-0002-6626-2463

Leif Østergaard (L)

From the Department of Neuroradiology, Heidelberg University Hospital, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany (P.K., G.B., I.P., M.S., M.F., U.N., S.H., M.B.); Center of Functionally Integrative Neuroscience and MINDLab, Aarhus University Hospital, Aarhus, Denmark (M.B.H., L.Ø.); Neurology Clinic, Heidelberg University Hospital, Heidelberg, Germany (M.N., T.K., A.W., W.W.); Department of Neurology, Medical University Innsbruck, Innsbruck, Austria (M.N.); Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.I., K.H.M.H.); Clinical Cooperation Unit Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany (T.K., W.W.); Department of Neuropathology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany (F.S., A.v.D.); Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.S., A.v.D.); Department of Neurology, University Hospital and University of Zurich, Zurich, Switzerland (M.W.); Department of Neurology, Medical Faculty Mannheim, MCTN, University of Heidelberg, Mannheim, Germany (M.P.); Pattern Analysis and Learning Group, Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany (K.H.M.H.); Department of Neuroradiology, Aarhus University Hospital, Aarhus, Denmark (L.Ø.); Brain Tumor Center at Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.v.d.B.); and European Organization for Research and Treatment of Cancer (EORTC), Brussels, Belgium (T.G.).
ORCID: 0000-0003-2930-6997

Martin J van den Bent (MJ)

From the Department of Neuroradiology, Heidelberg University Hospital, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany (P.K., G.B., I.P., M.S., M.F., U.N., S.H., M.B.); Center of Functionally Integrative Neuroscience and MINDLab, Aarhus University Hospital, Aarhus, Denmark (M.B.H., L.Ø.); Neurology Clinic, Heidelberg University Hospital, Heidelberg, Germany (M.N., T.K., A.W., W.W.); Department of Neurology, Medical University Innsbruck, Innsbruck, Austria (M.N.); Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.I., K.H.M.H.); Clinical Cooperation Unit Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany (T.K., W.W.); Department of Neuropathology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany (F.S., A.v.D.); Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.S., A.v.D.); Department of Neurology, University Hospital and University of Zurich, Zurich, Switzerland (M.W.); Department of Neurology, Medical Faculty Mannheim, MCTN, University of Heidelberg, Mannheim, Germany (M.P.); Pattern Analysis and Learning Group, Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany (K.H.M.H.); Department of Neuroradiology, Aarhus University Hospital, Aarhus, Denmark (L.Ø.); Brain Tumor Center at Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.v.d.B.); and European Organization for Research and Treatment of Cancer (EORTC), Brussels, Belgium (T.G.).
ORCID: 0000-0001-5710-5127

Thierry Gorlia (T)

From the Department of Neuroradiology, Heidelberg University Hospital, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany (P.K., G.B., I.P., M.S., M.F., U.N., S.H., M.B.); Center of Functionally Integrative Neuroscience and MINDLab, Aarhus University Hospital, Aarhus, Denmark (M.B.H., L.Ø.); Neurology Clinic, Heidelberg University Hospital, Heidelberg, Germany (M.N., T.K., A.W., W.W.); Department of Neurology, Medical University Innsbruck, Innsbruck, Austria (M.N.); Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.I., K.H.M.H.); Clinical Cooperation Unit Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany (T.K., W.W.); Department of Neuropathology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany (F.S., A.v.D.); Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.S., A.v.D.); Department of Neurology, University Hospital and University of Zurich, Zurich, Switzerland (M.W.); Department of Neurology, Medical Faculty Mannheim, MCTN, University of Heidelberg, Mannheim, Germany (M.P.); Pattern Analysis and Learning Group, Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany (K.H.M.H.); Department of Neuroradiology, Aarhus University Hospital, Aarhus, Denmark (L.Ø.); Brain Tumor Center at Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.v.d.B.); and European Organization for Research and Treatment of Cancer (EORTC), Brussels, Belgium (T.G.).

Wolfgang Wick (W)

From the Department of Neuroradiology, Heidelberg University Hospital, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany (P.K., G.B., I.P., M.S., M.F., U.N., S.H., M.B.); Center of Functionally Integrative Neuroscience and MINDLab, Aarhus University Hospital, Aarhus, Denmark (M.B.H., L.Ø.); Neurology Clinic, Heidelberg University Hospital, Heidelberg, Germany (M.N., T.K., A.W., W.W.); Department of Neurology, Medical University Innsbruck, Innsbruck, Austria (M.N.); Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.I., K.H.M.H.); Clinical Cooperation Unit Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany (T.K., W.W.); Department of Neuropathology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany (F.S., A.v.D.); Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.S., A.v.D.); Department of Neurology, University Hospital and University of Zurich, Zurich, Switzerland (M.W.); Department of Neurology, Medical Faculty Mannheim, MCTN, University of Heidelberg, Mannheim, Germany (M.P.); Pattern Analysis and Learning Group, Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany (K.H.M.H.); Department of Neuroradiology, Aarhus University Hospital, Aarhus, Denmark (L.Ø.); Brain Tumor Center at Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.v.d.B.); and European Organization for Research and Treatment of Cancer (EORTC), Brussels, Belgium (T.G.).
ORCID: 0000-0002-6171-634X

Martin Bendszus (M)

From the Department of Neuroradiology, Heidelberg University Hospital, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany (P.K., G.B., I.P., M.S., M.F., U.N., S.H., M.B.); Center of Functionally Integrative Neuroscience and MINDLab, Aarhus University Hospital, Aarhus, Denmark (M.B.H., L.Ø.); Neurology Clinic, Heidelberg University Hospital, Heidelberg, Germany (M.N., T.K., A.W., W.W.); Department of Neurology, Medical University Innsbruck, Innsbruck, Austria (M.N.); Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.I., K.H.M.H.); Clinical Cooperation Unit Neurooncology, German Cancer Research Center (DKFZ), Heidelberg, Germany (T.K., W.W.); Department of Neuropathology, Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany (F.S., A.v.D.); Clinical Cooperation Unit Neuropathology, German Cancer Research Center (DKFZ), Heidelberg, Germany (F.S., A.v.D.); Department of Neurology, University Hospital and University of Zurich, Zurich, Switzerland (M.W.); Department of Neurology, Medical Faculty Mannheim, MCTN, University of Heidelberg, Mannheim, Germany (M.P.); Pattern Analysis and Learning Group, Department of Radiation Oncology, Heidelberg University Hospital, Heidelberg, Germany (K.H.M.H.); Department of Neuroradiology, Aarhus University Hospital, Aarhus, Denmark (L.Ø.); Brain Tumor Center at Erasmus MC Cancer Institute, Rotterdam, the Netherlands (M.J.v.d.B.); and European Organization for Research and Treatment of Cancer (EORTC), Brussels, Belgium (T.G.).

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Classifications MeSH

questionsmedicales.fr › Actions chimiques et utilisations › Actions pharmacologiques › Utilisations thérapeutiques › Antinéoplasiques › Inhibiteurs de l'angiogenèse › Noninvasive Characterization of Tumor...
questionsmedicales.fr › Actions chimiques et utilisations › Actions toxiques › Noxas › Agents alcoylants › Antinéoplasiques alcoylants › Noninvasive Characterization of Tumor...
questionsmedicales.fr › Acides aminés, peptides et protéines › Protéines › Globulines › Sérum-globulines › Immunoglobulines › Anticorps › Anticorps monoclonaux › Anticorps monoclonaux humanisés › Bévacizumab › Noninvasive Characterization of Tumor...
questionsmedicales.fr › Maladies du système nerveux › Tumeurs du système nerveux › Tumeurs du système nerveux central › Tumeurs du cerveau › Noninvasive Characterization of Tumor...
questionsmedicales.fr › Actions chimiques et utilisations › Utilisations spécialisées de produits chimiques › Produits de contraste › Noninvasive Characterization of Tumor...
questionsmedicales.fr › Régions géographiques › Europe › Noninvasive Characterization of Tumor...
questionsmedicales.fr › Tumeurs › Tumeurs par type histologique › Tumeurs du tissu nerveux › Tumeurs neuroectodermiques › Tumeurs neuroépitheliales › Gliome › Astrocytome › Glioblastome › Noninvasive Characterization of Tumor...
questionsmedicales.fr › Eucaryotes › Animaux › Chordés › Vertébrés › Mammifères › Eutheria › Primates › Haplorhini › Catarrhini › Hominidae › Humains › Noninvasive Characterization of Tumor...
questionsmedicales.fr › Composés chimiques organiques › Composés nitrosés › Nitrosourées › Lomustine › Noninvasive Characterization of Tumor...
questionsmedicales.fr › Diagnostic › Techniques et procédures diagnostiques › Imagerie diagnostique › Tomographie › Imagerie par résonance magnétique › Noninvasive Characterization of Tumor...
questionsmedicales.fr › Personnes › Tranches d'âge › Adulte › Adulte d'âge moyen › Noninvasive Characterization of Tumor...
questionsmedicales.fr › États, signes et symptômes pathologiques › Processus pathologiques › Processus néoplasiques › Récidive tumorale locale › Noninvasive Characterization of Tumor...
questionsmedicales.fr › États, signes et symptômes pathologiques › Processus pathologiques › Métaplasie › Néovascularisation pathologique › Noninvasive Characterization of Tumor...
questionsmedicales.fr › Environnement et santé publique › Santé publique › Méthodes épidémiologiques › Caractéristiques des études épidémiologiques › Études épidémiologiques › Études de cohortes › Études prospectives › Noninvasive Characterization of Tumor...
questionsmedicales.fr › Environnement et santé publique › Santé publique › Méthodes épidémiologiques › Statistiques comme sujet › Analyse de survie › Noninvasive Characterization of Tumor...