Frequency drift in MR spectroscopy at 3T

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  • Steve C N Hui
    The Johns Hopkins University School of Medicine
  • Mark Mikkelsen
    The Johns Hopkins University School of Medicine
  • Helge J Zöllner
    The Johns Hopkins University School of Medicine
  • Vishwadeep Ahluwalia
    Georgia Institute of Technology, Atlanta.
  • Sarael Alcauter
    Instituto de Neurobiología
  • Laima Baltusis
    Stanford University
  • Deborah A Barany
    University of Georgia
  • Laura R Barlow
    The University of British Columbia
  • Robert Becker
    University of Heidelberg, Germany
  • Jeffrey I Berman
    Children's Hospital of Philadelphia
  • Adam Berrington
    Nottingham Trent University, UK
  • Pallab K Bhattacharyya
    Royal Marsden Hospital
  • Jakob Udby Blicher
    Aarhus University, Aarhus, Denmark
  • Wolfgang Bogner
    Medical University of Vienna
  • Mark S Brown
    University of Colorado Anschutz Medical Campus
  • Vince D Calhoun
    Emory University
  • Ryan Castillo
    NeuRA Imaging
  • Kim M Cecil
    Cincinnati Children's Hospital Medical Center
  • Yeo Bi Choi
    Dartmouth College, Hanover, NH, USA
  • Winnie C W Chu
    The Chinese University of Hong Kong
  • William T Clarke
    University Department of Psychiatry, Warneford Hospital, Oxford
  • Alexander R Craven
    University of Bergen
  • Koen Cuypers
    Hasselt University
  • Michael Dacko
    Faculty of Medicine, Southampton
  • Camilo de la Fuente-Sandoval
    Laboratory of Experimental Psychiatry & Neuropsychiatry Department
  • Patricia Desmond
    University of Melbourne/ Royal Melbourne Hospital
  • Aleksandra Domagalik
    Jagiellonian University
  • Julien Dumont
    Univ. Lille
  • Niall W Duncan
    Taipei Medical University
  • Ulrike Dydak
    Purdue University
  • Katherine Dyke
    Nottingham Trent University, UK
  • David A Edmondson
    Cincinnati Children's Hospital Medical Center
  • Gabriele Ende
    University of Heidelberg, Germany
  • Lars Ersland
    University of Bergen
  • C John Evans
    Cardiff Metropolitan University
  • Alan S R Fermin
    Hiroshima University
  • Antonio Ferretti
    University "G. d'Annunzio" of Chieti-Pescara
  • Ariane Fillmer
    Physikalisch-Technische Bundesanstalt (PTB)
  • Tao Gong
    Shandong University
  • Ian Greenhouse
    Eastern Oregon University
  • James T Grist
    The University of Oxford
  • Meng Gu
    Stanford University
  • Ashley D Harris
    University of Calgary
  • Katarzyna Hat
    Jagiellonian University
  • Stefanie Heba
    BG University Hospital Bergmannsheil
  • Eva Heckova
    Medical University of Vienna
  • John P Hegarty
    Stanford University
  • Kirstin-Friederike Heise
    Department of Movement Sciences
  • Aaron Jacobson
    University of California, San Diego
  • Jacobus F A Jansen
    Maastricht University Medical Center
  • Christopher W Jenkins
    Cardiff Metropolitan University
  • Stephen J Johnston
    Swansea University
  • Christoph Juchem
    Teacher's College, Columbia University
  • Alayar Kangarlu
    Columbia University Irving Medical Center/New York State Psychiatric Institute
  • Adam B Kerr
    Stanford University
  • Karl Landheer
    Teacher's College, Columbia University
  • Thomas Lange
    Faculty of Medicine, Southampton
  • Phil Lee
    University of Kansas Medical Center
  • Swati Rane Levendovszky
    University of Washington, Seattle, WA
  • Catherine Limperopoulos
    Developing Brain Institute
  • Feng Liu
    Columbia University Irving Medical Center/New York State Psychiatric Institute
  • William Lloyd
    Manchester University
  • David J Lythgoe
    King's College London
  • Maro G Machizawa
    Hiroshima University
  • Erin L MacMillan
    The University of British Columbia
  • Richard J Maddock
    University of California, Davis
  • Andrei V Manzhurtsev
    Russian Academy of Sciences
  • María L Martinez-Gudino
    Departamento de Imágenes Cerebrales
  • Jack J Miller
    Aarhus University, Aarhus, Denmark
  • Heline Mirzakhanian
    University of California, San Diego
  • Marta Moreno-Ortega
    Columbia University Irving Medical Center/New York State Psychiatric Institute
  • Paul G Mullins
  • Jamie Near
    McGill University, Montreal, Canada
  • Ralph Noeske
    GE Healthcare, Berlin
  • Wibeke Nordhøy
    Oslo University Hospital
  • Georg Oeltzschner
    The Johns Hopkins University School of Medicine
  • Raul Osorio-Duran
    Departamento de Imágenes Cerebrales
  • Maria C G Otaduy
    Instituto e Departamento de Radiologia
  • Erick H Pasaye
    Instituto de Neurobiología
  • Ronald Peeters
    University Hospitals Leuven
  • Scott J Peltier
    Central Michigan University
  • Ulrich Pilatus
    Goethe University, Frankfurt, Germany
  • Nenad Polomac
    Goethe University, Frankfurt, Germany
  • Eric C Porges
    Florida International University, Miami, FL, USA.
  • Subechhya Pradhan
    Developing Brain Institute
  • James Joseph Prisciandaro
    Medical University of South Carolina
  • Nicolaas A Puts
    King's College London
  • Caroline D Rae
    NeuRA Imaging
  • Francisco Reyes-Madrigal
    Laboratory of Experimental Psychiatry & Neuropsychiatry Department
  • Timothy P L Roberts
    Children's Hospital of Philadelphia
  • Caroline E Robertson
    Dartmouth College, Hanover, NH, USA
  • Jens T Rosenberg
    Florida International University, Miami, FL, USA.
  • Diana-Georgiana Rotaru
    King's College London
  • Ruth L O'Gorman Tuura
    Agroscope, Zurich
  • Muhammad G Saleh
    University of Maryland School of Medicine
  • Kristian Sandberg
    Aarhus University, Aarhus, Denmark
  • Ryan Sangill
    Aarhus University, Aarhus, Denmark
  • Keith Schembri
    Mater Dei Hospital
  • Anouk Schrantee
    University of Amsterdam
  • Natalia A Semenova
    Russian Academy of Sciences
  • Debra Singel
    University of Colorado Anschutz Medical Campus
  • Rouslan Sitnikov
    Karolinska Institute, Stockholm
  • Jolinda Smith
    Eastern Oregon University
  • Yulu Song
    Shandong University
  • Craig Stark
    University of California, San Diego
  • Diederick Stoffers
    Department of Neuroscience, Erasmus Medical Center, 3000 Rotterdam, the Netherlands; Netherlands Institute for Neuroscience, Royal Academy of Arts and Sciences (KNAW), 1105 Amsterdam, the Netherlands. Electronic address: c.dezeeuw@erasmusmc.nl.
  • Stephan P Swinnen
    Department of Movement Sciences
  • Rongwen Tain
    University of California, San Diego
  • Costin Tanase
    University of California, Davis
  • Sofie Tapper
    The Johns Hopkins University School of Medicine
  • Martin Tegenthoff
    BG University Hospital Bergmannsheil
  • Thomas Thiel
    University Düsseldorf
  • Marc Thioux
    University of Groningen
  • Peter Truong
    Brain Health Imaging Centre
  • Pim van Dijk
    University of Groningen
  • Nolan Vella
    Mater Dei Hospital
  • Rishma Vidyasagar
    Florey Institute of Neurosciences and Mental Health
  • Andrej Vovk
    University of Ljubljana, Slovenia
  • Guangbin Wang
    Shandong University
  • Lars T Westlye
    Oslo University Hospital
  • Timothy K Wilbur
    University of Washington, Seattle, WA
  • William R Willoughby
    University of Alabama at Birmingham
  • Martin Wilson
    Birmingham City University
  • Hans-Jörg Wittsack
    University Düsseldorf
  • Adam J Woods
    Florida International University, Miami, FL, USA.
  • Yen-Chien Wu
    TMU-Shuang Ho Hospital
  • Junqian Xu
    Baylor College of Medicine, Houston
  • Maria Yanez Lopez
    King's College London
  • David K W Yeung
    The Chinese University of Hong Kong
  • Qun Zhao
    University of Georgia
  • Xiaopeng Zhou
    Purdue University
  • Gasper Zupan
    University of Ljubljana, Slovenia
  • Richard A E Edden
    The Johns Hopkins University School of Medicine
  • Shinichiro Luke Nakajima
    Keio University School of Medicine
  • Shiori Honda
    Keio University School of Medicine

PURPOSE: Heating of gradient coils and passive shim components is a common cause of instability in the B0 field, especially when gradient intensive sequences are used. The aim of the study was to set a benchmark for typical drift encountered during MR spectroscopy (MRS) to assess the need for real-time field-frequency locking on MRI scanners by comparing field drift data from a large number of sites.

METHOD: A standardized protocol was developed for 80 participating sites using 99 3T MR scanners from 3 major vendors. Phantom water signals were acquired before and after an EPI sequence. The protocol consisted of: minimal preparatory imaging; a short pre-fMRI PRESS; a ten-minute fMRI acquisition; and a long post-fMRI PRESS acquisition. Both pre- and post-fMRI PRESS were non-water suppressed. Real-time frequency stabilization/adjustment was switched off when appropriate. Sixty scanners repeated the protocol for a second dataset. In addition, a three-hour post-fMRI MRS acquisition was performed at one site to observe change of gradient temperature and drift rate. Spectral analysis was performed using MATLAB. Frequency drift in pre-fMRI PRESS data were compared with the first 5:20 minutes and the full 30:00 minutes of data after fMRI. Median (interquartile range) drifts were measured and showed in violin plot. Paired t-tests were performed to compare frequency drift pre- and post-fMRI. A simulated in vivo spectrum was generated using FID-A to visualize the effect of the observed frequency drifts. The simulated spectrum was convolved with the frequency trace for the most extreme cases. Impacts of frequency drifts on NAA and GABA were also simulated as a function of linear drift. Data from the repeated protocol were compared with the corresponding first dataset using Pearson's and intraclass correlation coefficients (ICC).

RESULTS: Of the data collected from 99 scanners, 4 were excluded due to various reasons. Thus, data from 95 scanners were ultimately analyzed. For the first 5:20 min (64 transients), median (interquartile range) drift was 0.44 (1.29) Hz before fMRI and 0.83 (1.29) Hz after. This increased to 3.15 (4.02) Hz for the full 30 min (360 transients) run. Average drift rates were 0.29 Hz/min before fMRI and 0.43 Hz/min after. Paired t-tests indicated that drift increased after fMRI, as expected (p < 0.05). Simulated spectra convolved with the frequency drift showed that the intensity of the NAA singlet was reduced by up to 26%, 44 % and 18% for GE, Philips and Siemens scanners after fMRI, respectively. ICCs indicated good agreement between datasets acquired on separate days. The single site long acquisition showed drift rate was reduced to 0.03 Hz/min approximately three hours after fMRI.

DISCUSSION: This study analyzed frequency drift data from 95 3T MRI scanners. Median levels of drift were relatively low (5-min average under 1 Hz), but the most extreme cases suffered from higher levels of drift. The extent of drift varied across scanners which both linear and nonlinear drifts were observed.

Iaith wreiddiolSaesneg
Rhif yr erthygl118430
CyfnodolynNeuroimage
Cyfrol241
Dyddiad ar-lein cynnar24 Gorff 2021
Dynodwyr Gwrthrych Digidol (DOIs)
StatwsCyhoeddwyd - 1 Tach 2021

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