The diagnostic role of diffusional kurtosis imaging in glioma grading and differentiation of gliomas from other intra-axial brain tumours: a systematic review with critical appraisal and meta-analysis

被引:32
|
作者
Abdalla, Gehad [1 ,2 ,3 ]
Dixon, Luke [1 ,4 ]
Sanverdi, Eser [1 ,4 ]
Machado, Pedro M. [5 ,6 ]
Kwong, Joey S. W. [7 ]
Panovska-Griffiths, Jasmina [8 ,9 ]
Rojas-Garcia, Antonio [8 ]
Yoneoka, Daisuke [10 ]
Veraart, Jelle [11 ,12 ]
Van Cauter, Sofie [13 ]
Abdel-Khalek, Ahmed M. [2 ]
Settein, Magdy [2 ]
Yousry, Tarek [1 ,4 ]
Bisdas, Sotirios [1 ,4 ]
机构
[1] UCL IoN, Neuroradiol Acad Unit, BRR, London, England
[2] Mansoura Univ Hosp, Dept Radiol, Mansoura, Egypt
[3] Imaging Anal Ctr, Queen Sq 8-11, London WC1N 3BG, England
[4] UCL Hosp NHS Trust, Natl Hosp Neurol & Neurosurg, London, England
[5] UCL, MRC Ctr Neuromuscular Dis, London, England
[6] UCL, Ctr Rheumatol, London, England
[7] Chinese Univ Hong Kong, Jockey Club Sch Publ Hlth & Primary Care, Fac Med, Shatin, Hong Kong, Peoples R China
[8] UCL, Dept Appl Hlth Res, NIHR CLAHRC North Thames, London, England
[9] London Sch Hyg & Trop Med, Dept Global Hlth & Dev, 15-17 Tavistock Pl, London WC1H 9SH, England
[10] Univ Tokyo, Grad Sch Med, Dept Global Hlth Policy, Tokyo, Japan
[11] Champalimaud Ctr Unknown, Champalimaud Res, Lisbon, Portugal
[12] Univ Antwerp, Dept Phys, Imec Vis Lab, Antwerp, Belgium
[13] Univ Hosp Leuven, Leuven, Belgium
关键词
Magnetic resonance imaging; Diffusion-weighted imaging; Gliomas; Diagnosis; GAUSSIAN WATER DIFFUSION; CENTRAL-NERVOUS-SYSTEM; IN-VIVO ASSESSMENT; SPECTROSCOPY; GRADES; MRI;
D O I
10.1007/s00234-020-02425-9
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Purpose We aim to illustrate the diagnostic performance of diffusional kurtosis imaging (DKI) in the diagnosis of gliomas. Methods A review protocol was developed according to the (PRISMA-P) checklist, registered in the international prospective register of systematic reviews (PROSPERO) and published. A literature search in 4 databases was performed using the keywords 'glioma' and 'diffusional kurtosis'. After applying a robust inclusion/exclusion criteria, included articles were independently evaluated according to the QUADAS-2 tool and data extraction was done. Reported sensitivities and specificities were used to construct 2 x 2 tables and paired forest plots using the Review Manager (RevMan (R)) software. A random-effect model was pursued using the hierarchical summary receiver operator characteristics. Results A total of 216 hits were retrieved. Considering duplicates and inclusion criteria, 23 articles were eligible for full-text reading. Ultimately, 19 studies were eligible for final inclusion. The quality assessment revealed 9 studies with low risk of bias in the 4 domains. Using a bivariate random-effect model for data synthesis, summary ROC curve showed a pooled area under the curve (AUC) of 0.92 and estimated sensitivity of 0.87 (95% CI 0.78-0.92) in high-/low-grade gliomas' differentiation. A mean difference in mean kurtosis (MK) value between HGG and LGG of 0.22 (95% CI 0.25-0.19) was illustrated (p value = 0.0014) with moderate heterogeneity (I-2 = 73.8%). Conclusion DKI shows good diagnostic accuracy in the differentiation of high- and low-grade gliomas further supporting its potential role in clinical practice. Further exploration of DKI in differentiating IDH status and in characterising non-glioma CNS tumours is however needed.
引用
收藏
页码:791 / 802
页数:12
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