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Research ArticleAdult Brain

Diagnostic Accuracy of Neuroimaging to Delineate Diffuse Gliomas within the Brain: A Meta-Analysis

N. Verburg, F.W.A. Hoefnagels, F. Barkhof, R. Boellaard, S. Goldman, J. Guo, J.J. Heimans, O.S. Hoekstra, R. Jain, M. Kinoshita, P.J.W. Pouwels, S.J. Price, J.C. Reijneveld, A. Stadlbauer, W.P. Vandertop, P. Wesseling, A.H. Zwinderman and P.C. De Witt Hamer
American Journal of Neuroradiology October 2017, 38 (10) 1884-1891; DOI: https://doi.org/10.3174/ajnr.A5368
N. Verburg
aFrom the Neurosurgical Center Amsterdam (N.V., F.W.A.H., W.P.V., P.C.D.W.H.)
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F.W.A. Hoefnagels
aFrom the Neurosurgical Center Amsterdam (N.V., F.W.A.H., W.P.V., P.C.D.W.H.)
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F. Barkhof
bDepartments of Radiology and Nuclear Medicine (F.B., R.B., O.S.H.)
nInstitutes of Neurology and Healthcare Engineering (F.B.), University College London, London, UK.
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R. Boellaard
bDepartments of Radiology and Nuclear Medicine (F.B., R.B., O.S.H.)
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S. Goldman
fService of Nuclear Medicine and PET/Biomedical Cyclotron Unit (S.G.), l'université libre de Bruxelles–Hôpital Erasme, Brussels, Belgium
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J. Guo
gShanghai Medical College (J.G.), Fudan University, Shanghai, China
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J.J. Heimans
cNeurology (J.J.H., J.C.R.)
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O.S. Hoekstra
bDepartments of Radiology and Nuclear Medicine (F.B., R.B., O.S.H.)
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R. Jain
hDepartment of Radiology (R.J.), New York University School of Medicine, New York, New York
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M. Kinoshita
iDepartment of Neurosurgery (M.K.), Osaka University Graduate School of Medicine, Osaka, Japan
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P.J.W. Pouwels
dPhysics and Medical Technology (P.J.W.P.)
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S.J. Price
jAcademic Neurosurgery Division (S.J.P.), Department of Clinical Neurosciences, Addenbrooke's Hospital, Cambridge, UK
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J.C. Reijneveld
cNeurology (J.J.H., J.C.R.)
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A. Stadlbauer
kDepartment of Neurosurgery (A.S.), University of Erlangen-Nuremberg, Erlangen, Germany
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W.P. Vandertop
aFrom the Neurosurgical Center Amsterdam (N.V., F.W.A.H., W.P.V., P.C.D.W.H.)
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P. Wesseling
ePathology (P.W.), VU University Medical Center, Amsterdam, the Netherlands
lDepartment of Pathology (P.W.), Radboud University Medical Centre, Nijmegen, the Netherlands
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A.H. Zwinderman
mDepartment of Clinical Epidemiology and Biostatistics (A.H.Z.), Academic Medical Center, University of Amsterdam, the Netherlands
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P.C. De Witt Hamer
aFrom the Neurosurgical Center Amsterdam (N.V., F.W.A.H., W.P.V., P.C.D.W.H.)
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Abstract

BACKGROUND: Brain imaging in diffuse glioma is used for diagnosis, treatment planning, and follow-up.

PURPOSE: In this meta-analysis, we address the diagnostic accuracy of imaging to delineate diffuse glioma.

DATA SOURCES: We systematically searched studies of adults with diffuse gliomas and correlation of imaging with histopathology.

STUDY SELECTION: Study inclusion was based on quality criteria. Individual patient data were used, if available.

DATA ANALYSIS: A hierarchic summary receiver operating characteristic method was applied. Low- and high-grade gliomas were analyzed in subgroups.

DATA SYNTHESIS: Sixty-one studies described 3532 samples in 1309 patients. The mean Standard for Reporting of Diagnostic Accuracy score (13/25) indicated suboptimal reporting quality. For diffuse gliomas as a whole, the diagnostic accuracy was best with T2-weighted imaging, measured as area under the curve, false-positive rate, true-positive rate, and diagnostic odds ratio of 95.6%, 3.3%, 82%, and 152. For low-grade gliomas, the diagnostic accuracy of T2-weighted imaging as a reference was 89.0%, 0.4%, 44.7%, and 205; and for high-grade gliomas, with T1-weighted gadolinium-enhanced MR imaging as a reference, it was 80.7%, 16.8%, 73.3%, and 14.8. In high-grade gliomas, MR spectroscopy (85.7%, 35.0%, 85.7%, and 12.4) and 11C methionine–PET (85.1%, 38.7%, 93.7%, and 26.6) performed better than the reference imaging.

LIMITATIONS: True-negative samples were underrepresented in these data, so false-positive rates are probably less reliable than true-positive rates. Multimodality imaging data were unavailable.

CONCLUSIONS: The diagnostic accuracy of commonly used imaging is better for delineation of low-grade gliomas than high-grade gliomas on the basis of limited evidence. Improvement is indicated from advanced techniques, such as MR spectroscopy and PET.

ABBREVIATIONS:

hsROC
hierarchic summary receiver operating characteristic
ROC
receiver operating characteristic
STARD
Standard for Reporting of Diagnostic Accuracy
CI
credibility interval
TP
true-positive
TN
true-negative
FP
false-positive
FN
false-negative
  • © 2017 by American Journal of Neuroradiology
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American Journal of Neuroradiology: 38 (10)
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Cite this article
N. Verburg, F.W.A. Hoefnagels, F. Barkhof, R. Boellaard, S. Goldman, J. Guo, J.J. Heimans, O.S. Hoekstra, R. Jain, M. Kinoshita, P.J.W. Pouwels, S.J. Price, J.C. Reijneveld, A. Stadlbauer, W.P. Vandertop, P. Wesseling, A.H. Zwinderman, P.C. De Witt Hamer
Diagnostic Accuracy of Neuroimaging to Delineate Diffuse Gliomas within the Brain: A Meta-Analysis
American Journal of Neuroradiology Oct 2017, 38 (10) 1884-1891; DOI: 10.3174/ajnr.A5368

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Diagnostic Accuracy of Neuroimaging to Delineate Diffuse Gliomas within the Brain: A Meta-Analysis
N. Verburg, F.W.A. Hoefnagels, F. Barkhof, R. Boellaard, S. Goldman, J. Guo, J.J. Heimans, O.S. Hoekstra, R. Jain, M. Kinoshita, P.J.W. Pouwels, S.J. Price, J.C. Reijneveld, A. Stadlbauer, W.P. Vandertop, P. Wesseling, A.H. Zwinderman, P.C. De Witt Hamer
American Journal of Neuroradiology Oct 2017, 38 (10) 1884-1891; DOI: 10.3174/ajnr.A5368
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