Wall Shear Stress Estimation for 4D Flow MRI Using Navier-Stokes Equation Correction.
Cerebral aneurysm
Fluid dynamics
Phase-contrast MRI
Pressure field reconstruction
Thoracic aorta
Wall shear stress
Journal
Annals of biomedical engineering
ISSN: 1573-9686
Titre abrégé: Ann Biomed Eng
Pays: United States
ID NLM: 0361512
Informations de publication
Date de publication:
Dec 2022
Dec 2022
Historique:
received:
05
04
2022
accepted:
09
06
2022
pubmed:
10
8
2022
medline:
30
12
2022
entrez:
9
8
2022
Statut:
ppublish
Résumé
This study introduces a novel wall shear stress (WSS) estimation method for 4D flow MRI. The method improves the WSS accuracy by using the reconstructed pressure gradient and the flow-physics constraints to correct velocity gradient estimation. The method was tested on synthetic 4D flow data of analytical Womersley flow and flow in cerebral aneurysms and applied to in vivo 4D flow data acquired in cerebral aneurysms and aortas. The proposed method's performance was compared to the state-of-the-art method based on smooth-spline fitting of velocity profile and the WSS calculated from uncorrected velocity gradient. The proposed method improved the WSS accuracy by as much as 100% for the Womersley flow and reduced the underestimation of mean WSS by 39 to 50% for the synthetic aneurysmal flow. The predicted mean WSS from the in vivo aneurysmal data using the proposed method was 31 to 50% higher than the other methods. The predicted aortic WSS using the proposed method was 3 to 6 times higher than the other methods and was consistent with previous CFD studies and the results from recently developed methods that take into account the limited spatial resolution of 4D flow MRI. The proposed method improves the accuracy of WSS estimation from 4D flow MRI, which can help predict blood vessel remodeling and progression of cardiovascular diseases.
Identifiants
pubmed: 35943617
doi: 10.1007/s10439-022-02993-2
pii: 10.1007/s10439-022-02993-2
pmc: PMC10263099
mid: NIHMS1903576
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
1810-1825Subventions
Organisme : NHLBI NIH HHS
ID : R01 HL115267
Pays : United States
Organisme : NINDS NIH HHS
ID : R21 NS106696
Pays : United States
Informations de copyright
© 2022. The Author(s) under exclusive licence to Biomedical Engineering Society.
Références
AJNR Am J Neuroradiol. 2008 Oct;29(9):1761-7
pubmed: 18599576
Proc Inst Mech Eng H. 2014 Jun 18;228(6):627-638
pubmed: 24942163
J Magn Reson Imaging. 2011 Mar;33(3):589-97
pubmed: 21563242
Ann Biomed Eng. 2010 Mar;38(3):788-800
pubmed: 19953319
IEEE Trans Med Imaging. 2022 Jul;41(7):1802-1812
pubmed: 35130153
Cardiovasc Diagn Ther. 2014 Apr;4(2):173-92
pubmed: 24834414
Magn Reson Med. 1993 Jul;30(1):82-91
pubmed: 8371679
Ann Biomed Eng. 2015 Jun;43(6):1385-97
pubmed: 25118671
Comput Biol Med. 2021 Jun;133:104385
pubmed: 33894502
Lab Invest. 2005 Jan;85(1):9-23
pubmed: 15568038
Physiol Rev. 2011 Jan;91(1):327-87
pubmed: 21248169
J Magn Reson Imaging. 2013 Oct;38(4):876-84
pubmed: 23417769
IEEE Trans Biomed Eng. 2021 Mar;68(3):980-991
pubmed: 32816672
AJNR Am J Neuroradiol. 2014 Jul;35(7):1254-62
pubmed: 23598838
Magn Reson Med. 2008 Nov;60(5):1218-31
pubmed: 18956416
Stroke. 2007 Aug;38(8):2379-81
pubmed: 17615365
J Magn Reson Imaging. 2012 Nov;36(5):1015-36
pubmed: 23090914
Magn Reson Imaging. 2018 May;48:62-69
pubmed: 29223732
Magn Reson Med. 2013 Jan;69(1):200-10
pubmed: 22411739
Stroke. 2008 Nov;39(11):2997-3002
pubmed: 18688012
Atherosclerosis. 2011 Feb;214(2):249-56
pubmed: 20970139
J Magn Reson Imaging. 2009 Jul;30(1):77-84
pubmed: 19557849
J Magn Reson Imaging. 2015 Feb;41(2):505-16
pubmed: 24436246
Magn Reson Med. 2021 Sep;86(3):1531-1543
pubmed: 33914962
Magn Reson Med. 2015 Feb;73(2):828-42
pubmed: 24549830
Circ Cardiovasc Imaging. 2012 Jul;5(4):457-66
pubmed: 22730420
PLoS One. 2016 Sep 26;11(9):e0163316
pubmed: 27669568
ACM Trans Math Softw. 2014 Feb;40(2):
pubmed: 25328255
Magn Reson Imaging. 2013 Sep;31(7):1156-62
pubmed: 23773622
Biomed Eng Online. 2021 Aug 21;20(1):84
pubmed: 34419047
J R Soc Interface. 2011 Oct 7;8(63):1449-61
pubmed: 21471188
Magn Reson Med. 2016 Jan;75(1):115-25
pubmed: 25684112
JAMA. 1999 Dec 1;282(21):2035-42
pubmed: 10591386
Magn Reson Med. 2009 Feb;61(2):409-17
pubmed: 19161132
J R Soc Interface. 2019 Sep 27;16(158):20190465
pubmed: 31506043
AJNR Am J Neuroradiol. 2009 Feb;30(2):297-302
pubmed: 19131411
IEEE Trans Med Imaging. 2020 May;39(5):1668-1680
pubmed: 31751234
Ultrasound Med Biol. 2019 Mar;45(3):795-810
pubmed: 30616909