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A functional form for a representative individual arterial input function measured from a population using high temporal resolution DCE MRI
- Source :
- Magnetic Resonance in Medicine. 81:1955-1963
- Publication Year :
- 2018
- Publisher :
- Wiley, 2018.
-
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.
- Subjects :
- Adult
Cardiac output
Population
Contrast Media
Antineoplastic Agents
Aorta, Thoracic
Breast Neoplasms
Hematocrit
030218 nuclear medicine & medical imaging
03 medical and health sciences
0302 clinical medicine
Image Interpretation, Computer-Assisted
Female patient
Humans
Medicine
Neoplasm Invasiveness
Radiology, Nuclear Medicine and imaging
Arterial input function
Breast
cardiovascular diseases
education
Aorta
Aged
Reproducibility
education.field_of_study
medicine.diagnostic_test
business.industry
Area under the curve
Reproducibility of Results
Heart
Arteries
Middle Aged
Magnetic Resonance Imaging
Kinetics
Area Under Curve
High temporal resolution
Female
biological phenomena, cell phenomena, and immunity
business
Nuclear medicine
030217 neurology & neurosurgery
Subjects
Details
- ISSN :
- 15222594 and 07403194
- Volume :
- 81
- Database :
- OpenAIRE
- Journal :
- Magnetic Resonance in Medicine
- Accession number :
- edsair.doi.dedup.....97aa8440ef4b6db2ff4a3c14e6d2f08d
- Full Text :
- https://doi.org/10.1002/mrm.27524