Georgiou, L, Wilson, DJ, Sharma, N et al. (2 more authors) (2019) A functional form for a representative individual arterial input function measured from a population using high temporal resolution DCE MRI. Magnetic Resonance in Medicine, 81 (3). pp. 1955-1963. ISSN 0740-3194
Abstract
Purpose: To measure the arterial input function (AIF), an essential component of tracer kinetic analysis, in a population of patients using an optimized dynamic contrast-enhanced imaging sequence and to estimate inter- and intra-patient variability. From these data to extract a representative AIF that may be used for realistic simulation studies.
Methods: Thirty-nine female patients were imaged on multiple visits before and during a course of neoadjuvant chemotherapy for breast cancer. A total of 97 T1-weighted dynamic contrast-enhanced studies were analyzed including bookend estimates of T1 and model-fitting to each individual AIF. Area under the curve and cardiac output were estimated from each first pass peak and these data were used to assess inter- and intra-patient variability of the AIF.
Results: Inter-patient variability exceeded intra-patient variability of the AIF. There was no change in cardiac output as a function of MR visit (mean value 5.6 ± 1.1 L/min) but baseline blood T1 increased significantly following the start of chemotherapy (which was accompanied by a decrease in hematocrit).
Conclusion: The AIF in an individual patient can be measured reproducibly but the variability of AIFs between patients suggests that use of a population AIF will decrease the precision of tracer kinetic analysis performed in cross-patient comparison studies. A representative AIF is presented that is typical of the population but retains the characteristics of an individually measured AIF.
Metadata
Item Type: | Article |
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Authors/Creators: |
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Copyright, Publisher and Additional Information: | © 2018 International Society for Magnetic Resonance in Medicine. This is the peer reviewed version of the following article: Georgiou, L, Wilson, DJ, Sharma, N et al. (2 more authors) (2018) A functional form for a representative individual arterial input function measured from a population using high temporal resolution dynamic contrast-enhanced MRI. Magnetic Resonance in Medicine, which has been published in final form at https://doi.org/10.1002/mrm.27524. This article may be used for noncommercial purposes in accordance with Wiley Terms and Conditions for Self-Archiving. Uploaded in accordance with the publisher's self-archiving policy. |
Keywords: | arterial input function; breast cancer; cardiac output; DCE‐MRI; high temporal resolution; reproducibility |
Dates: |
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Institution: | The University of Leeds |
Academic Units: | The University of Leeds > Faculty of Medicine and Health (Leeds) > School of Medicine (Leeds) > Leeds Institute of Cardiovascular and Metabolic Medicine (LICAMM) > Biomedical Imaging Science Dept (Leeds) The University of Leeds > Faculty of Medicine and Health (Leeds) > School of Medicine (Leeds) > Leeds Institute of Cancer and Pathology (LICAP) > Clinical Cancer Research (Leeds) |
Funding Information: | Funder Grant number Expired: Use BreastCancerNow 605321 2014MayPR241 |
Depositing User: | Symplectic Publications |
Date Deposited: | 21 Sep 2018 13:06 |
Last Modified: | 26 Sep 2019 00:39 |
Status: | Published |
Publisher: | Wiley |
Identification Number: | 10.1002/mrm.27524 |
Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:136005 |