Human Connectome Project-style resting-state functional MRI at 7 Tesla using radiofrequency parallel transmission.


Journal

NeuroImage
ISSN: 1095-9572
Titre abrégé: Neuroimage
Pays: United States
ID NLM: 9215515

Informations de publication

Date de publication:
01 01 2019
Historique:
received: 04 08 2018
revised: 13 09 2018
accepted: 15 09 2018
pubmed: 22 9 2018
medline: 21 3 2019
entrez: 22 9 2018
Statut: ppublish

Résumé

We investigate the utility of radiofrequency (RF) parallel transmission (pTx) for whole-brain resting-state functional MRI (rfMRI) acquisition at 7 Tesla (7T). To this end, Human Connectome Project (HCP)-style data acquisitions were chosen as a showcase example. Five healthy subjects were scanned in pTx and single-channel transmit (1Tx) modes. The pTx data were acquired using a prototype 16-channel transmit system and a commercially available Nova 8-channel transmit 32-channel receive RF head coil. Additionally, pTx single-spoke multiband (MB) pulses were designed to image sagittal slices. HCP-style 7T rfMRI data (1.6-mm isotropic resolution, 5-fold slice and 2-fold in-plane acceleration, 3600 image volumes and ∼ 1-h scan) were acquired with pTx and the results were compared to those acquired with the original 7T HCP rfMRI protocol. The use of pTx significantly improved flip-angle uniformity across the brain, with coefficient of variation (i.e., std/mean) of whole-brain flip-angle distribution reduced on average by ∼39%. This in turn yielded ∼17% increase in group temporal SNR (tSNR) as averaged across the entire brain and ∼10% increase in group functional contrast-to-noise ratio (fCNR) as averaged across the grayordinate space (including cortical surfaces and subcortical voxels). Furthermore, when placing a seed in either the posterior parietal lobe or putamen to estimate seed-based dense connectome, the increase in fCNR was observed to translate into stronger correlation of the seed with the rest of the grayordinate space. We have demonstrated the utility of pTx for slice-accelerated high-resolution whole-brain rfMRI at 7T; as compared to current state-of-the-art, the use of pTx improves flip-angle uniformity, increases tSNR, enhances fCNR and strengthens functional connectivity estimation.

Identifiants

pubmed: 30237033
pii: S1053-8119(18)30823-1
doi: 10.1016/j.neuroimage.2018.09.038
pmc: PMC6230486
mid: NIHMS1507886
pii:
doi:

Types de publication

Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

396-408

Subventions

Organisme : NIBIB NIH HHS
ID : U01 EB025144
Pays : United States
Organisme : NIBIB NIH HHS
ID : P41 EB015894
Pays : United States
Organisme : NINDS NIH HHS
ID : P30 NS076408
Pays : United States
Organisme : NIMH NIH HHS
ID : U54 MH091657
Pays : United States
Organisme : NIMH NIH HHS
ID : R01 MH111447
Pays : United States

Informations de copyright

Copyright © 2018 Elsevier Inc. All rights reserved.

Références

Magn Reson Med. 2015 May;73(5):1946-53
pubmed: 24938991
PLoS One. 2013 Oct 21;8(10):e78078
pubmed: 24205098
Nature. 2013 Mar 14;495(7440):187-92
pubmed: 23486058
Neuroimage. 2002 Oct;17(2):825-41
pubmed: 12377157
Magn Reson Med. 2014 Apr;71(4):1416-27
pubmed: 23716365
Magn Reson Med. 2017 Nov;78(5):1883-1890
pubmed: 28019035
Neuroimage. 2013 Oct 15;80:62-79
pubmed: 23684880
Neuroimage. 2004;23 Suppl 1:S208-19
pubmed: 15501092
IEEE Trans Biomed Eng. 2014 May;61(5):1364-79
pubmed: 24686229
Neuroimage. 2013 Oct 15;80:105-24
pubmed: 23668970
Neuroimage. 2014 Apr 15;90:449-68
pubmed: 24389422
Magn Reson Med. 2008 Dec;60(6):1422-32
pubmed: 19025908
Magn Reson Med. 2014 Apr;71(4):1478-88
pubmed: 23788025
Neuroimage. 2013 Oct 15;80:220-33
pubmed: 23707579
Magn Reson Med. 2018 Jul;80(1):53-65
pubmed: 29193250
Radiology. 2000 Sep;216(3):891-9
pubmed: 10966728
Magn Reson Med. 2010 Feb;63(2):524-9
pubmed: 20017161
Magn Reson Med. 2010 Jul;64(1):249-61
pubmed: 20577980
Magn Reson Med. 2013 Sep;70(3):630-8
pubmed: 23801410
J Magn Reson Imaging. 2012 Dec;36(6):1300-13
pubmed: 23097185
Magn Reson Med. 2015 Jun;73(6):2195-203
pubmed: 25046558
Magn Reson Med. 2012 Jan;67(1):72-80
pubmed: 21590724
Magn Reson Med. 2017 Sep;78(3):1009-1019
pubmed: 27774653
Neuroimage. 2012 Sep;62(3):2140-50
pubmed: 22659484
Neuroimage. 2013 Oct 15;80:80-104
pubmed: 23702417
Magn Reson Med. 2018 Oct;80(4):1533-1545
pubmed: 29476551
Magn Reson Med. 2014 Feb;71(2):870-9
pubmed: 23483645
Proc Natl Acad Sci U S A. 2012 Feb 21;109(8):3131-6
pubmed: 22323591
Neuroimage. 2018 Mar;168:7-32
pubmed: 28698108
Magn Reson Med. 2007 Feb;57(2):308-18
pubmed: 17260370
NMR Biomed. 2015 Oct;28(10):1332-44
pubmed: 26332290
Invest Radiol. 2014 May;49(5):314-25
pubmed: 24598439
IEEE Trans Med Imaging. 2004 Feb;23(2):137-52
pubmed: 14964560
Med Image Anal. 2001 Jun;5(2):143-56
pubmed: 11516708
Magn Reson Med. 2015 Sep;74(3):747-55
pubmed: 25203620
PLoS One. 2017 Aug 21;12(8):e0183562
pubmed: 28827835
Magn Reson Med. 2015 Jun;73(6):2152-62
pubmed: 24986223
Brain Connect. 2011;1(3):169-83
pubmed: 22433046
Neuroimage. 2013 Oct 15;80:144-68
pubmed: 23702415
Magn Reson Med. 2016 Apr;75(4):1444-56
pubmed: 25994797
Nature. 1984 Aug 23-29;310(5979):681-3
pubmed: 6472448
Magn Reson Med. 2001 Jul;46(1):24-30
pubmed: 11443707
Magn Reson Med. 1990 Jul;15(1):152-7
pubmed: 2374495
Magn Reson Med. 2017 Sep;78(3):1050-1058
pubmed: 27774641
Nat Neurosci. 2016 Aug 26;19(9):1175-87
pubmed: 27571196
Neuroimage. 2013 Dec;83:991-1001
pubmed: 23899722
Magn Reson Med. 2007 Jan;57(1):192-200
pubmed: 17191242
Neuroimage. 2017 Jul 1;154:23-32
pubmed: 27894889
Neuroimage. 2003 Oct;20(2):870-88
pubmed: 14568458
IEEE Trans Med Imaging. 2014 Mar;33(3):739-48
pubmed: 24595346
Magn Reson Med. 2016 Jun;75(6):2464-72
pubmed: 26997332
Magn Reson Med. 2015 Aug;74(2):353-64
pubmed: 25168207
Neuroimage. 2013 Oct 15;80:125-43
pubmed: 23702418
Magn Reson Med. 2016 Nov;76(5):1582-1593
pubmed: 26599599
Magn Reson Med. 2014 Apr;71(4):1446-57
pubmed: 23776100
Trends Cogn Sci. 2013 Dec;17(12):666-82
pubmed: 24238796
Neuroimage. 2018 Mar;168:101-118
pubmed: 28392492
Magn Reson Med. 2012 May;67(5):1303-15
pubmed: 21842503
Neuroimage. 2013 Oct 15;80:234-45
pubmed: 23711537
Magn Reson Med. 2011 Feb;65(2):358-62
pubmed: 21264928
Hum Brain Mapp. 2002 Nov;17(3):143-55
pubmed: 12391568
Neuroimage. 2010 Mar;50(1):81-98
pubmed: 20006716
Magn Reson Med. 2017 Feb;77(2):635-643
pubmed: 26888654
Magn Reson Med. 2005 Dec;54(6):1503-18
pubmed: 16270333
J Magn Reson. 2001 Dec;153(2):155-77
pubmed: 11740891
Neuroimage. 2015 Nov 15;122:318-31
pubmed: 26260428
Neuron. 2006 Sep 7;51(5):527-39
pubmed: 16950152
Magn Reson Med. 2015 Mar;73(3):1137-50
pubmed: 24752979
Nature. 2016 Aug 11;536(7615):171-178
pubmed: 27437579
Neuroimage. 2016 Jul 1;134:396-409
pubmed: 27071694
Neuroimage. 2013 Oct 15;80:202-19
pubmed: 23707591
Nat Commun. 2016 Aug 16;7:12445
pubmed: 27526996
Magn Reson Med. 2016 Nov;76(5):1431-1442
pubmed: 26599411
Magn Reson Med. 1995 Oct;34(4):537-41
pubmed: 8524021
Magn Reson Med. 2018 Nov;80(5):1857-1870
pubmed: 29603381
MAGMA. 2008 Mar;21(1-2):121-30
pubmed: 18259791
MAGMA. 2016 Jun;29(3):333-45
pubmed: 26995492
Med Image Comput Comput Assist Interv. 2006;9(Pt 2):58-66
pubmed: 17354756
Conf Proc IEEE Eng Med Biol Soc. 2011;2011:547-53
pubmed: 22254369
Phys Rev E Stat Phys Plasmas Fluids Relat Interdiscip Topics. 1999 Sep;60(3):3389-92
pubmed: 11970154

Auteurs

Xiaoping Wu (X)

Center for Magnetic Resonance Research, Radiology, Medical School, University of Minnesota, Minneapolis, MN, United States. Electronic address: wuxxx184@umn.edu.

Edward J Auerbach (EJ)

Center for Magnetic Resonance Research, Radiology, Medical School, University of Minnesota, Minneapolis, MN, United States.

An T Vu (AT)

Center for Imaging of Neurodegenerative Diseases, VA Healthcare System, San Francisco, CA, United States.

Steen Moeller (S)

Center for Magnetic Resonance Research, Radiology, Medical School, University of Minnesota, Minneapolis, MN, United States.

Pierre-François Van de Moortele (PF)

Center for Magnetic Resonance Research, Radiology, Medical School, University of Minnesota, Minneapolis, MN, United States.

Essa Yacoub (E)

Center for Magnetic Resonance Research, Radiology, Medical School, University of Minnesota, Minneapolis, MN, United States.

Kâmil Uğurbil (K)

Center for Magnetic Resonance Research, Radiology, Medical School, University of Minnesota, Minneapolis, MN, United States.

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