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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...
Autores principales: | , , , , , , , , |
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Formato: | Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2009
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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 |
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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 |
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