The added value of relative amide proton transfer (rAPT) to advanced multiparametric MR imaging for brain glioma characterization

被引:1
作者
Mostafa, Mai A. [1 ,4 ]
Abo-Elhoda, Pasant M. [1 ]
Abdelrahman, Ahmed S. [1 ]
Elzoghby, Ahmed M. [2 ]
Elmahdy, Manal M. [3 ]
Abbas, Yasser A. [1 ]
机构
[1] Ain Shams Univ, El Demerdash Hosp, Dept Radiodiag, Cairo, Egypt
[2] Ain Shams Univ, Fac Med, Cairo, Egypt
[3] Ain Shams Univ, El Demerdash Hosp, Dept Pathol, Cairo, Egypt
[4] Ain Shams Univ, El Demerdash Hosp, Radiol Dept, Cairo, Egypt
关键词
Brain glioma; MRI brain; Advanced MRI brain; APT; Relative APT; WEIGHTED MRI; SPECTROSCOPY; TUMORS;
D O I
10.1186/s43055-023-01104-y
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
BackgroundDifferentiation between the grades of brain gliomas is a crucial step in the management of patients. The gold standard technique for grading is biopsy but MR imaging may play a more substantial role as a non-invasive method by using promising molecular sequences. Our purpose was to assess the added value of the relative amide proton transfer signal [rAPT] to advanced multiparametric MRI protocol.MethodsWe enrolled a pathologically confirmed 102 patients with low-grade glioma [n = 38] and high-grade glioma [n = 64] who underwent advanced multiparametric MRI protocol on the same scanner. The protocol included anatomic, diffusion, MRS, and perfusion sequences. The newly added sequence was Amide proton transfer. The rAPT values of all lesions were investigated by two neuroradiologists to assess the inter-rater agreement of using interclass correlation coefficient [ICC]. HGGs demonstrated significantly higher mean values of relative cerebral blood volume (rCBV), choline to creatine ratio (Cho/cr), and rAPT with lower Apparent diffusion coefficient (ADC) values compared to LGGs. ROC analyses revealed medium to high diagnostic performance with an AUC of 0.941 for rAPT, 0.907 for mean ADC, and 0.906 for rCBV. Discriminant function analysis of two models, the first one included mean ADC, rCBV, and Cho/Cr, while in the second Model, we added rAPT to them. Model two demonstrated higher accuracy and a significant difference in the AUC after adding the rAPT. The inter-rater agreement was reasonable (ICC 0.61).ConclusionsrAPT adds significant value to multiparametric MRI for distinguishing LGG from HGG.
引用
收藏
页数:8
相关论文
共 25 条
  • [1] Magnetic resonance imaging-based brain tumor grades classification and grading via convolutional neural networks and genetic algorithms
    Anaraki, Amin Kabir
    Ayati, Moosa
    Kazemi, Foad
    [J]. BIOCYBERNETICS AND BIOMEDICAL ENGINEERING, 2019, 39 (01) : 63 - 74
  • [2] Amide proton transfer imaging to discriminate between low- and high-grade gliomas: added value to apparent diffusion coefficient and relative cerebral blood volume
    Choi, Yoon Seong
    Ahn, Sung Soo
    Lee, Seung-Koo
    Chang, Jong Hee
    Kang, Seok-Gu
    Kim, Se Hoon
    Zhou, Jinyuan
    [J]. EUROPEAN RADIOLOGY, 2017, 27 (08) : 3181 - 3189
  • [3] Clarke J, 2010, ARCH NEUROL-CHICAGO, V67, P279, DOI 10.1001/archneurol.2010.5
  • [4] Assessment of Amide proton transfer weighted (APTw) MRI for pre-surgical prediction of final diagnosis in gliomas
    Durmo, Faris
    Rydhog, Anna
    Testud, Frederik
    Latt, Jimmy
    Schmitt, Benjamin
    Rydelius, Anna
    Englund, Elisabet
    Bengzon, Johan
    van Zijl, Peter
    Knutsson, Linda
    Sundgren, Pia C.
    [J]. PLOS ONE, 2020, 15 (12):
  • [5] Usefulness of diffusion/perfusion-weighted MRI in patients with non-enhancing supratentorial brain gliomas: a valuable tool to predict tumour grading?
    Fan, G. G.
    Deng, Q. L.
    Wu, Z. H.
    Guo, Q. Y.
    [J]. BRITISH JOURNAL OF RADIOLOGY, 2006, 79 (944) : 652 - 658
  • [6] Amide proton transfer-weighted MRI in the clinical setting - correlation with dynamic susceptibility contrast perfusion in the post-treatment imaging of adult glioma patients at 3T
    Friismose, A., I
    Markovic, L.
    Nguyen, N.
    Gerke, O.
    Schulz, M. K.
    Mussmann, B. R.
    [J]. RADIOGRAPHY, 2022, 28 (01) : 95 - 101
  • [7] Gadolinium deposition in the brain: summary of evidence and recommendations
    Gulani, Vikas
    Calamante, Fernando
    Shellock, Frank G.
    Kanal, Emanuel
    Reeder, Scott B.
    [J]. LANCET NEUROLOGY, 2017, 16 (07) : 564 - 570
  • [8] Metabolic profiles of human brain tumors using quantitative in vivo 1H magnetic resonance spectroscopy
    Howe, FA
    Barton, SJ
    Cudlip, SA
    Stubbs, M
    Saunders, DE
    Murphy, M
    Wilkins, P
    Opstad, KS
    Doyle, VL
    McLean, MA
    Bell, BA
    Griffiths, JR
    [J]. MAGNETIC RESONANCE IN MEDICINE, 2003, 49 (02) : 223 - 232
  • [9] Grading of Glioma: combined diagnostic value of amide proton transfer weighted, arterial spin labeling and diffusion weighted magnetic resonance imaging
    Kang, Xiao-wei
    Xi, Yi-bin
    Liu, Ting-ting
    Wang, Ning
    Zhu, Yuan-qiang
    Wang, Xing-rui
    Guo, Fan
    [J]. BMC MEDICAL IMAGING, 2020, 20 (01)
  • [10] Intraclass correlation - A discussion and demonstration of basic features
    Liljequist, David
    Elfving, Britt
    Roaldsen, Kirsti Skavberg
    [J]. PLOS ONE, 2019, 14 (07):