Cargando…

Average arterial input function for quantitative dynamic contrast enhanced magnetic resonance imaging of neck nodal metastases

BACKGROUND: The present study determines the feasibility of generating an average arterial input function (Avg-AIF) from a limited population of patients with neck nodal metastases to be used for pharmacokinetic modeling of dynamic contrast-enhanced MRI (DCE-MRI) data in clinical trials of larger po...

Descripción completa

Detalles Bibliográficos
Autores principales: Shukla-Dave, Amita, Lee, Nancy, Stambuk, Hilda, Wang, Ya, Huang, Wei, Thaler, Howard T, Patel, Snehal G, Shah, Jatin P, Koutcher, Jason A
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2679707/
https://www.ncbi.nlm.nih.gov/pubmed/19351382
http://dx.doi.org/10.1186/1756-6649-9-4
_version_ 1782166910258905088
author Shukla-Dave, Amita
Lee, Nancy
Stambuk, Hilda
Wang, Ya
Huang, Wei
Thaler, Howard T
Patel, Snehal G
Shah, Jatin P
Koutcher, Jason A
author_facet Shukla-Dave, Amita
Lee, Nancy
Stambuk, Hilda
Wang, Ya
Huang, Wei
Thaler, Howard T
Patel, Snehal G
Shah, Jatin P
Koutcher, Jason A
author_sort Shukla-Dave, Amita
collection PubMed
description BACKGROUND: The present study determines the feasibility of generating an average arterial input function (Avg-AIF) from a limited population of patients with neck nodal metastases to be used for pharmacokinetic modeling of dynamic contrast-enhanced MRI (DCE-MRI) data in clinical trials of larger populations. METHODS: Twenty patients (mean age 50 years [range 27–77 years]) with neck nodal metastases underwent pretreatment DCE-MRI studies with a temporal resolution of 3.75 to 7.5 sec on a 1.5T clinical MRI scanner. Eleven individual AIFs (Ind-AIFs) met the criteria of expected enhancement pattern and were used to generate Avg-AIF. Tofts model was used to calculate pharmacokinetic DCE-MRI parameters. Bland-Altman plots and paired Student t-tests were used to describe significant differences between the pharmacokinetic parameters obtained from individual and average AIFs. RESULTS: Ind-AIFs obtained from eleven patients were used to calculate the Avg-AIF. No overall significant difference (bias) was observed for the transfer constant (K(trans)) measured with Ind-AIFs compared to Avg-AIF (p = 0.20 for region-of-interest (ROI) analysis and p = 0.18 for histogram median analysis). Similarly, no overall significant difference was observed for interstitial fluid space volume fraction (v(e)) measured with Ind-AIFs compared to Avg-AIF (p = 0.48 for ROI analysis and p = 0.93 for histogram median analysis). However, the Bland-Altman plot suggests that as K(trans )increases, the Ind-AIF estimates tend to become proportionally higher than the Avg-AIF estimates. CONCLUSION: We found no statistically significant overall bias in K(trans )or v(e )estimates derived from Avg-AIF, generated from a limited population, as compared with Ind-AIFs. However, further study is needed to determine whether calibration is needed across the range of K(trans). The Avg-AIF obtained from a limited population may be used for pharmacokinetic modeling of DCE-MRI data in larger population studies with neck nodal metastases. Further validation of the Avg-AIF approach with a larger population and in multiple regions is desirable.
format Text
id pubmed-2679707
institution National Center for Biotechnology Information
language English
publishDate 2009
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-26797072009-05-09 Average arterial input function for quantitative dynamic contrast enhanced magnetic resonance imaging of neck nodal metastases Shukla-Dave, Amita Lee, Nancy Stambuk, Hilda Wang, Ya Huang, Wei Thaler, Howard T Patel, Snehal G Shah, Jatin P Koutcher, Jason A BMC Med Phys Research Article BACKGROUND: The present study determines the feasibility of generating an average arterial input function (Avg-AIF) from a limited population of patients with neck nodal metastases to be used for pharmacokinetic modeling of dynamic contrast-enhanced MRI (DCE-MRI) data in clinical trials of larger populations. METHODS: Twenty patients (mean age 50 years [range 27–77 years]) with neck nodal metastases underwent pretreatment DCE-MRI studies with a temporal resolution of 3.75 to 7.5 sec on a 1.5T clinical MRI scanner. Eleven individual AIFs (Ind-AIFs) met the criteria of expected enhancement pattern and were used to generate Avg-AIF. Tofts model was used to calculate pharmacokinetic DCE-MRI parameters. Bland-Altman plots and paired Student t-tests were used to describe significant differences between the pharmacokinetic parameters obtained from individual and average AIFs. RESULTS: Ind-AIFs obtained from eleven patients were used to calculate the Avg-AIF. No overall significant difference (bias) was observed for the transfer constant (K(trans)) measured with Ind-AIFs compared to Avg-AIF (p = 0.20 for region-of-interest (ROI) analysis and p = 0.18 for histogram median analysis). Similarly, no overall significant difference was observed for interstitial fluid space volume fraction (v(e)) measured with Ind-AIFs compared to Avg-AIF (p = 0.48 for ROI analysis and p = 0.93 for histogram median analysis). However, the Bland-Altman plot suggests that as K(trans )increases, the Ind-AIF estimates tend to become proportionally higher than the Avg-AIF estimates. CONCLUSION: We found no statistically significant overall bias in K(trans )or v(e )estimates derived from Avg-AIF, generated from a limited population, as compared with Ind-AIFs. However, further study is needed to determine whether calibration is needed across the range of K(trans). The Avg-AIF obtained from a limited population may be used for pharmacokinetic modeling of DCE-MRI data in larger population studies with neck nodal metastases. Further validation of the Avg-AIF approach with a larger population and in multiple regions is desirable. BioMed Central 2009-04-07 /pmc/articles/PMC2679707/ /pubmed/19351382 http://dx.doi.org/10.1186/1756-6649-9-4 Text en Copyright © 2009 Shukla-Dave et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( (http://creativecommons.org/licenses/by/2.0) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Shukla-Dave, Amita
Lee, Nancy
Stambuk, Hilda
Wang, Ya
Huang, Wei
Thaler, Howard T
Patel, Snehal G
Shah, Jatin P
Koutcher, Jason A
Average arterial input function for quantitative dynamic contrast enhanced magnetic resonance imaging of neck nodal metastases
title Average arterial input function for quantitative dynamic contrast enhanced magnetic resonance imaging of neck nodal metastases
title_full Average arterial input function for quantitative dynamic contrast enhanced magnetic resonance imaging of neck nodal metastases
title_fullStr Average arterial input function for quantitative dynamic contrast enhanced magnetic resonance imaging of neck nodal metastases
title_full_unstemmed Average arterial input function for quantitative dynamic contrast enhanced magnetic resonance imaging of neck nodal metastases
title_short Average arterial input function for quantitative dynamic contrast enhanced magnetic resonance imaging of neck nodal metastases
title_sort average arterial input function for quantitative dynamic contrast enhanced magnetic resonance imaging of neck nodal metastases
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2679707/
https://www.ncbi.nlm.nih.gov/pubmed/19351382
http://dx.doi.org/10.1186/1756-6649-9-4
work_keys_str_mv AT shukladaveamita averagearterialinputfunctionforquantitativedynamiccontrastenhancedmagneticresonanceimagingofnecknodalmetastases
AT leenancy averagearterialinputfunctionforquantitativedynamiccontrastenhancedmagneticresonanceimagingofnecknodalmetastases
AT stambukhilda averagearterialinputfunctionforquantitativedynamiccontrastenhancedmagneticresonanceimagingofnecknodalmetastases
AT wangya averagearterialinputfunctionforquantitativedynamiccontrastenhancedmagneticresonanceimagingofnecknodalmetastases
AT huangwei averagearterialinputfunctionforquantitativedynamiccontrastenhancedmagneticresonanceimagingofnecknodalmetastases
AT thalerhowardt averagearterialinputfunctionforquantitativedynamiccontrastenhancedmagneticresonanceimagingofnecknodalmetastases
AT patelsnehalg averagearterialinputfunctionforquantitativedynamiccontrastenhancedmagneticresonanceimagingofnecknodalmetastases
AT shahjatinp averagearterialinputfunctionforquantitativedynamiccontrastenhancedmagneticresonanceimagingofnecknodalmetastases
AT koutcherjasona averagearterialinputfunctionforquantitativedynamiccontrastenhancedmagneticresonanceimagingofnecknodalmetastases