Multi-center reproducibility of structural, diffusion tensor, and resting state functional magnetic resonance imaging measures

被引:13
作者
Deprez, S. [1 ,2 ]
de Ruiter, Michiel B. [3 ]
Bogaert, S. [4 ]
Peeters, R. [1 ,2 ]
Belderbos, J. [5 ]
De Ruysscher, D. [6 ,7 ]
Schagen, S. [3 ]
Sunaert, S. [1 ,2 ]
Pullens, P. [8 ,9 ]
Achten, E. [4 ]
机构
[1] Univ Hosp Leuven, Dept Radiol, Leuven, Belgium
[2] Katholieke Univ Leuven, Dept Imaging & Pathol, Leuven, Belgium
[3] Netherlands Canc Inst, Div Psychosocial Res & Epidemiol, Plesmanlaan 121, NL-1066 CX Amsterdam, Netherlands
[4] Ghent Univ Hosp, Dept Radiol, Ghent, Belgium
[5] Netherlands Canc Inst, Dept Radiat Oncol, Amsterdam, Netherlands
[6] Maastricht Univ, Med Ctr, GROW Sch, Dept Radiat Oncol,Maastro Clin, Maastricht, Netherlands
[7] Katholieke Univ Leuven, Radiat Oncol, Leuven, Belgium
[8] Univ Hosp Antwerp, Dept Radiol, Edegem, Belgium
[9] Antwerp Univ, Edegem, Belgium
关键词
Multi-center; Reproducibility; Structural MRI; Diffusion tensor imaging; Resting state fMRI; MRI; RELIABILITY; MULTISITE; PHANTOM; BRAIN; CONNECTIVITY; VARIABILITY; ASSURANCE; NOISE; WATER;
D O I
10.1007/s00234-018-2017-1
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Purpose The aim of this study is to assess multi-center reproducibility and longitudinal consistency of MRI imaging measurements, as part of a phase III longitudinal multi-center study comparing the neurotoxic effect following prophylactic cranial irradiation with hippocampal avoidance (HA-PCI), in comparison with conventional PCI in patients with small-cell lung cancer. Methods Harmonized MRI acquisition protocols from six participating sites and two different vendors were compared using both physical and human phantoms. We assessed variability across sites and time points by evaluating various phantoms and data including hippocampal volume, diffusion metrics, and resting-state fMRI, from two healthy volunteers. Results We report average coefficients of variation (CV) below 5% for intrascanner, intravendor, and intervendor reproducibility for both structural and diffusion imaging metrics, except for diffusion metrics obtained from tractography with average CVs ranging up to 7.8%. Additionally, resting-state fMRI showed stable temporal SNR and reliable generation of subjects DMN across vendors and time points. Conclusion These findings indicate that the presented multi-site MRI acquisition protocol can be used in a longitudinal study design and that pooling of the acquired data as part of the phase III longitudinal HA-PCI project is possible with careful monitoring of the results of the half-yearly QA assessment to follow-up on potential scanner-related longitudinal changes in image quality.
引用
收藏
页码:617 / 634
页数:18
相关论文
共 45 条
  • [1] Intra- and interobserver variability of MRI-based volume measurements of the hippocampus and amygdala using the manual ray tracing method
    Achten, E
    Deblaere, K
    De Wagter, C
    Van Damme, F
    Boon, P
    De Reuck, J
    Kunnen, M
    [J]. NEURORADIOLOGY, 1998, 40 (09) : 558 - 566
  • [2] Quality Assurance Multicenter Comparison of Different MR Scanners for Quantitative Diffusion-Weighted Imaging
    Belli, Giacomo
    Busoni, Simone
    Ciccarone, Antonio
    Coniglio, Angela
    Esposito, Marco
    Giannelli, Marco
    Mazzoni, Lorenzo N.
    Nocetti, Luca
    Sghedoni, Roberto
    Tarducci, Roberto
    Zatelli, Giovanna
    Anoja, Rosa A.
    Belmonte, Gina
    Bertolino, Nicola
    Betti, Margherita
    Biagini, Cristiano
    Ciarmatori, Alberto
    Cretti, Fabiola
    Fabbri, Emma
    Fedeli, Luca
    Filice, Silvano
    Fulcheri, Christian P. L.
    Gasperi, Chiara
    Mangili, Paola A.
    Mazzocchi, Silvia
    Meliado, Gabriele
    Morzenti, Sabrina
    Noferini, Linhsia
    Oberhofer, Nadia
    Orsingher, Laura
    Paruccini, Nicoletta
    Princigalli, Goffredo
    Quattrocchi, Mariagrazia
    Rinaldi, Adele
    Scelfo, Danilo
    Freixas, Gloria Vilches
    Tenori, Leonardo
    Zucca, Ileana
    Luchinat, Claudio
    Gori, Cesare
    Gobbi, Gianni
    [J]. JOURNAL OF MAGNETIC RESONANCE IMAGING, 2016, 43 (01) : 213 - 219
  • [3] A method for making group inferences from functional MRI data using independent component analysis
    Calhoun, VD
    Adali, T
    Pearlson, GD
    Pekar, JJ
    [J]. HUMAN BRAIN MAPPING, 2001, 14 (03) : 140 - 151
  • [4] Quantitative and qualitative assessment of structural magnetic resonance imaging data in a two-center study
    Chalavi, Sima
    Simmons, Andrew
    Dijkstra, Hildebrand
    Barker, Gareth J.
    Reinders, A. A. T. Simone
    [J]. BMC MEDICAL IMAGING, 2012, 12
  • [5] Quality assurance of clinical MRI scanners using ACR MRI phantom: Preliminary results
    Chen, CC
    Wan, YL
    Wai, YY
    Liu, HL
    [J]. JOURNAL OF DIGITAL IMAGING, 2004, 17 (04) : 279 - 284
  • [6] Consistent resting-state networks across healthy subjects
    Damoiseaux, J. S.
    Rombouts, S. A. R. B.
    Barkhof, F.
    Scheltens, P.
    Stam, C. J.
    Smith, S. M.
    Beckmann, C. F.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2006, 103 (37) : 13848 - 13853
  • [7] RAPID: A routine assurance pipeline for imaging of diffusion
    De Santis, S.
    Evans, C. J.
    Jones, D. K.
    [J]. MAGNETIC RESONANCE IN MEDICINE, 2013, 70 (02) : 490 - 496
  • [8] Dowell NG, 2008, P INT SOC MAGN RES M, P3152
  • [9] A Validation Study of Multicenter Diffusion Tensor Imaging: Reliability of Fractional Anisotropy and Diffusivity Values
    Fox, R. J.
    Sakaie, K.
    Lee, J-C.
    Debbins, J. P.
    Liu, Y.
    Arnold, D. L.
    Melhem, E. R.
    Smith, C. H.
    Philips, M. D.
    Lowe, M.
    Fisher, E.
    [J]. AMERICAN JOURNAL OF NEURORADIOLOGY, 2012, 33 (04) : 695 - 700
  • [10] Reducing interscanner variability of activation in a multicenter fMRI study: Controlling for signal-to-fluctuation-noise-ratio (SFNR) differences
    Friedman, Lee
    Glover, Gary H.
    [J]. NEUROIMAGE, 2006, 33 (02) : 471 - 481