Reproducibility of Structural, Resting-State BOLD and DTI Data between Identical Scanners

被引:25
作者
Huang, Lejian [2 ]
Wang, Xue [1 ]
Baliki, Marwan N. [2 ]
Wang, Lei [1 ,3 ]
Apkarian, A. Vania [2 ,4 ,5 ]
Parrish, Todd B. [1 ]
机构
[1] Northwestern Univ, Feinberg Sch Med, Dept Radiol, Chicago, IL 60611 USA
[2] Northwestern Univ, Dept Physiol, Feinberg Sch Med, Chicago, IL 60611 USA
[3] Northwestern Univ, Dept Psychiat & Behav Sci, Feinberg Sch Med, Chicago, IL 60611 USA
[4] Northwestern Univ, Dept Anesthesia, Feinberg Sch Med, Chicago, IL 60611 USA
[5] Northwestern Univ, Dept Surg, Feinberg Sch Med, Chicago, IL 60611 USA
基金
美国国家卫生研究院;
关键词
BRAIN; NORMALIZATION; RELIABILITY; IMAGES;
D O I
10.1371/journal.pone.0047684
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Increasingly, clinical trials based on brain imaging are adopting multiple sites/centers to increase their subject pool and to expedite the studies, and more longitudinal studies are using multiple imaging methods to assess structural and functional changes. Careful investigation of the test-retest reliability and image quality of inter-or intra-scanner neuroimaging measurements are critical in the design, statistical analysis and interpretation of results. We propose a framework and specific metrics to quantify the reproducibility and image quality for neuroimaging studies (structural, BOLD and Diffusion Tensor Imaging) collected across identical scanners and following a major hardware repair (gradient coil replacement). We achieved consistent measures for the proposed metrics: structural (mean volume in specific regions and stretch factor), functional (temporal Signal-to-Noise ratio), diffusion (mean Fractional Anisotropy and Mean Diffusivity in multiple regions). The proposed frame work of imaging metrics should be used to perform daily quality assurance testing and incorporated into multi-center studies.
引用
收藏
页数:8
相关论文
共 18 条
[1]   How reliable are the results from functional magnetic resonance imaging? [J].
Bennett, Craig M. ;
Miller, Michael B. .
YEAR IN COGNITIVE NEUROSCIENCE 2010, 2010, 1191 :133-155
[2]   A unified approach for morphometric and functional data analysis in young, old, and demented adults using automated atlas-based head size normalization: reliability and validation against manual measurement of total intracranial volume [J].
Buckner, RL ;
Head, D ;
Parker, J ;
Fotenos, AF ;
Marcus, D ;
Morris, JC ;
Snyder, AZ .
NEUROIMAGE, 2004, 23 (02) :724-738
[3]   Normalization of brain magnetic resonance images using histogram even-order derivative analysis [J].
Christensen, JD .
MAGNETIC RESONANCE IMAGING, 2003, 21 (07) :817-820
[4]   The human brain is intrinsically organized into dynamic, anticorrelated functional networks [J].
Fox, MD ;
Snyder, AZ ;
Vincent, JL ;
Corbetta, M ;
Van Essen, DC ;
Raichle, ME .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2005, 102 (27) :9673-9678
[5]   Reliability of MRI-derived measurements of human cerebral cortical thickness: The effects of field strength, scanner upgrade and manufacturer [J].
Han, Xiao ;
Jovicich, Jorge ;
Salat, David ;
van der Kouwe, Andre ;
Quinn, Brian ;
Czanner, Silvester ;
Busa, Evelina ;
Pacheco, Jenni ;
Albert, Marilyn ;
Killiany, Ronald ;
Maguire, Paul ;
Rosas, Diana ;
Makris, Nikos ;
Dale, Anders ;
Dickerson, Bradford ;
Fischl, Bruce .
NEUROIMAGE, 2006, 32 (01) :180-194
[6]   A global optimisation method for robust affine registration of brain images [J].
Jenkinson, M ;
Smith, S .
MEDICAL IMAGE ANALYSIS, 2001, 5 (02) :143-156
[7]   MRI-derived measurements of human subcortical, ventricular and intracranial brain volumes: Reliability effects of scan sessions, acquisition sequences, data analyses, scanner upgrade, scanner vendors and field strengths [J].
Jovicich, Jorge ;
Czanner, Silvester ;
Han, Xiao ;
Salat, David ;
van der Kouwe, Andre ;
Quinn, Brian ;
Pacheco, Jenni ;
Albert, Marilyn ;
Killiany, Ronald ;
Blacker, Deborah ;
Maguire, Paul ;
Rosas, Diana ;
Makris, Nikos ;
Gollub, Randy ;
Dale, Anders ;
Dickerson, Bradford C. ;
Fischl, Bruce .
NEUROIMAGE, 2009, 46 (01) :177-192
[8]   Impact of scanner hardware and imaging protocol on image quality and compartment volume precision in the ADNI cohort [J].
Kruggel, Frithjof ;
Turner, Jessica ;
Muftuler, L. Tugan .
NEUROIMAGE, 2010, 49 (03) :2123-2133
[9]  
Parrish TB, 2000, MAGNET RESON MED, V44, P925, DOI 10.1002/1522-2594(200012)44:6<925::AID-MRM14>3.0.CO
[10]  
2-M