A functional form for a representative individual arterial input function measured from a population using high temporal resolution DCE MRI

Magn Reson Med. 2019 Mar;81(3):1955-1963. doi: 10.1002/mrm.27524. Epub 2018 Sep 26.

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 (DCE) imaging sequence and to estimate inter- and intrapatient variability. From these data, a representative AIF that may be used for realistic simulation studies can be extracted.

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 DCE 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 intrapatient variability of the AIF.

Results: Interpatient variability exceeded intrapatient 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.

Keywords: DCE-MRI; arterial input function; breast cancer; cardiac output; high temporal resolution; reproducibility.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Aged
  • Antineoplastic Agents / adverse effects
  • Aorta / diagnostic imaging
  • Aorta, Thoracic / diagnostic imaging
  • Area Under Curve
  • Arteries / diagnostic imaging*
  • Breast / diagnostic imaging
  • Breast Neoplasms / diagnostic imaging
  • Contrast Media
  • Female
  • Heart / diagnostic imaging
  • Hematocrit
  • Humans
  • Image Interpretation, Computer-Assisted / methods
  • Kinetics
  • Magnetic Resonance Imaging / methods*
  • Middle Aged
  • Neoplasm Invasiveness
  • Reproducibility of Results

Substances

  • Antineoplastic Agents
  • Contrast Media