Cargando…

Improved hepatic arterial fraction estimation using cardiac output correction of arterial input functions for liver DCE MRI

Liver dynamic contrast enhanced (DCE) MRI pharmacokinetic modelling could be useful in the assessment of diffuse liver disease and focal liver lesions, but is compromised by errors in arterial input function (AIF) sampling. In this study, we apply cardiac output correction to arterial input function...

Descripción completa

Detalles Bibliográficos
Autores principales: Chouhan, Manil D, Bainbridge, Alan, Atkinson, David, Punwani, Shonit, Mookerjee, Rajeshwar P, Lythgoe, Mark F, Taylor, Stuart A
Formato: Online Artículo Texto
Lenguaje:English
Publicado: IOP Publishing 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5953239/
https://www.ncbi.nlm.nih.gov/pubmed/28002045
http://dx.doi.org/10.1088/1361-6560/aa553c
_version_ 1783323330741272576
author Chouhan, Manil D
Bainbridge, Alan
Atkinson, David
Punwani, Shonit
Mookerjee, Rajeshwar P
Lythgoe, Mark F
Taylor, Stuart A
author_facet Chouhan, Manil D
Bainbridge, Alan
Atkinson, David
Punwani, Shonit
Mookerjee, Rajeshwar P
Lythgoe, Mark F
Taylor, Stuart A
author_sort Chouhan, Manil D
collection PubMed
description Liver dynamic contrast enhanced (DCE) MRI pharmacokinetic modelling could be useful in the assessment of diffuse liver disease and focal liver lesions, but is compromised by errors in arterial input function (AIF) sampling. In this study, we apply cardiac output correction to arterial input functions (AIFs) for liver DCE MRI and investigate the effect on dual-input single compartment hepatic perfusion parameter estimation and reproducibility. Thirteen healthy volunteers (28.7  ±  1.94 years, seven males) underwent liver DCE MRI and cardiac output measurement using aortic root phase contrast MRI (PCMRI), with reproducibility (n  =  9) measured at 7 d. Cardiac output AIF correction was undertaken by constraining the first pass AIF enhancement curve using the indicator-dilution principle. Hepatic perfusion parameters with and without cardiac output AIF correction were compared and 7 d reproducibility assessed. Differences between cardiac output corrected and uncorrected liver DCE MRI portal venous (PV) perfusion (p  =  0.066), total liver blood flow (TLBF) (p  =  0.101), hepatic arterial (HA) fraction (p  =  0.895), mean transit time (MTT) (p  =  0.646), distribution volume (DV) (p  =  0.890) were not significantly different. Seven day corrected HA fraction reproducibility was improved (mean difference 0.3%, Bland–Altman 95% limits-of-agreement (BA95%LoA)  ±27.9%, coefficient of variation (CoV) 61.4% versus 9.3%, ±35.5%, 81.7% respectively without correction). Seven day uncorrected PV perfusion was also improved (mean difference 9.3 ml min(−1)/100 g, BA95%LoA  ±506.1 ml min(−1)/100 g, CoV 64.1% versus 0.9 ml min(−1)/100 g, ±562.8 ml min(−1)/100 g, 65.1% respectively with correction) as was uncorrected TLBF (mean difference 43.8 ml min(−1)/100 g, BA95%LoA  ±586.7 ml min(−1)/ 100 g, CoV 58.3% versus 13.3 ml min(−1)/100 g, ±661.5 ml min(−1)/100 g, 60.9% respectively with correction). Reproducibility of uncorrected MTT was similar (uncorrected mean difference 2.4 s, BA95%LoA  ±26.7 s, CoV 60.8% uncorrected versus 3.7 s, ±27.8 s, 62.0% respectively with correction), as was and DV (uncorrected mean difference 14.1%, BA95%LoA  ±48.2%, CoV 24.7% versus 10.3%, ±46.0%, 23.9% respectively with correction). Cardiac output AIF correction does not significantly affect the estimation of hepatic perfusion parameters but demonstrates improvements in normal volunteer 7 d HA fraction reproducibility, but deterioration in PV perfusion and TLBF reproducibility. Improved HA fraction reproducibility maybe important as arterialisation of liver perfusion is increased in chronic liver disease and within malignant liver lesions.
format Online
Article
Text
id pubmed-5953239
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher IOP Publishing
record_format MEDLINE/PubMed
spelling pubmed-59532392018-05-18 Improved hepatic arterial fraction estimation using cardiac output correction of arterial input functions for liver DCE MRI Chouhan, Manil D Bainbridge, Alan Atkinson, David Punwani, Shonit Mookerjee, Rajeshwar P Lythgoe, Mark F Taylor, Stuart A Phys Med Biol Paper Liver dynamic contrast enhanced (DCE) MRI pharmacokinetic modelling could be useful in the assessment of diffuse liver disease and focal liver lesions, but is compromised by errors in arterial input function (AIF) sampling. In this study, we apply cardiac output correction to arterial input functions (AIFs) for liver DCE MRI and investigate the effect on dual-input single compartment hepatic perfusion parameter estimation and reproducibility. Thirteen healthy volunteers (28.7  ±  1.94 years, seven males) underwent liver DCE MRI and cardiac output measurement using aortic root phase contrast MRI (PCMRI), with reproducibility (n  =  9) measured at 7 d. Cardiac output AIF correction was undertaken by constraining the first pass AIF enhancement curve using the indicator-dilution principle. Hepatic perfusion parameters with and without cardiac output AIF correction were compared and 7 d reproducibility assessed. Differences between cardiac output corrected and uncorrected liver DCE MRI portal venous (PV) perfusion (p  =  0.066), total liver blood flow (TLBF) (p  =  0.101), hepatic arterial (HA) fraction (p  =  0.895), mean transit time (MTT) (p  =  0.646), distribution volume (DV) (p  =  0.890) were not significantly different. Seven day corrected HA fraction reproducibility was improved (mean difference 0.3%, Bland–Altman 95% limits-of-agreement (BA95%LoA)  ±27.9%, coefficient of variation (CoV) 61.4% versus 9.3%, ±35.5%, 81.7% respectively without correction). Seven day uncorrected PV perfusion was also improved (mean difference 9.3 ml min(−1)/100 g, BA95%LoA  ±506.1 ml min(−1)/100 g, CoV 64.1% versus 0.9 ml min(−1)/100 g, ±562.8 ml min(−1)/100 g, 65.1% respectively with correction) as was uncorrected TLBF (mean difference 43.8 ml min(−1)/100 g, BA95%LoA  ±586.7 ml min(−1)/ 100 g, CoV 58.3% versus 13.3 ml min(−1)/100 g, ±661.5 ml min(−1)/100 g, 60.9% respectively with correction). Reproducibility of uncorrected MTT was similar (uncorrected mean difference 2.4 s, BA95%LoA  ±26.7 s, CoV 60.8% uncorrected versus 3.7 s, ±27.8 s, 62.0% respectively with correction), as was and DV (uncorrected mean difference 14.1%, BA95%LoA  ±48.2%, CoV 24.7% versus 10.3%, ±46.0%, 23.9% respectively with correction). Cardiac output AIF correction does not significantly affect the estimation of hepatic perfusion parameters but demonstrates improvements in normal volunteer 7 d HA fraction reproducibility, but deterioration in PV perfusion and TLBF reproducibility. Improved HA fraction reproducibility maybe important as arterialisation of liver perfusion is increased in chronic liver disease and within malignant liver lesions. IOP Publishing 2017-02-21 2017-01-25 /pmc/articles/PMC5953239/ /pubmed/28002045 http://dx.doi.org/10.1088/1361-6560/aa553c Text en © 2017 Institute of Physics and Engineering in Medicine http://creativecommons.org/licenses/by/3.0/ Original content from this work may be used under the terms of the Creative Commons Attribution 3.0 licence (http://creativecommons.org/licenses/by/3.0) . Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI.
spellingShingle Paper
Chouhan, Manil D
Bainbridge, Alan
Atkinson, David
Punwani, Shonit
Mookerjee, Rajeshwar P
Lythgoe, Mark F
Taylor, Stuart A
Improved hepatic arterial fraction estimation using cardiac output correction of arterial input functions for liver DCE MRI
title Improved hepatic arterial fraction estimation using cardiac output correction of arterial input functions for liver DCE MRI
title_full Improved hepatic arterial fraction estimation using cardiac output correction of arterial input functions for liver DCE MRI
title_fullStr Improved hepatic arterial fraction estimation using cardiac output correction of arterial input functions for liver DCE MRI
title_full_unstemmed Improved hepatic arterial fraction estimation using cardiac output correction of arterial input functions for liver DCE MRI
title_short Improved hepatic arterial fraction estimation using cardiac output correction of arterial input functions for liver DCE MRI
title_sort improved hepatic arterial fraction estimation using cardiac output correction of arterial input functions for liver dce mri
topic Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5953239/
https://www.ncbi.nlm.nih.gov/pubmed/28002045
http://dx.doi.org/10.1088/1361-6560/aa553c
work_keys_str_mv AT chouhanmanild improvedhepaticarterialfractionestimationusingcardiacoutputcorrectionofarterialinputfunctionsforliverdcemri
AT bainbridgealan improvedhepaticarterialfractionestimationusingcardiacoutputcorrectionofarterialinputfunctionsforliverdcemri
AT atkinsondavid improvedhepaticarterialfractionestimationusingcardiacoutputcorrectionofarterialinputfunctionsforliverdcemri
AT punwanishonit improvedhepaticarterialfractionestimationusingcardiacoutputcorrectionofarterialinputfunctionsforliverdcemri
AT mookerjeerajeshwarp improvedhepaticarterialfractionestimationusingcardiacoutputcorrectionofarterialinputfunctionsforliverdcemri
AT lythgoemarkf improvedhepaticarterialfractionestimationusingcardiacoutputcorrectionofarterialinputfunctionsforliverdcemri
AT taylorstuarta improvedhepaticarterialfractionestimationusingcardiacoutputcorrectionofarterialinputfunctionsforliverdcemri