Accelerated cardiac MR stress perfusion with radial sampling after physical exercise with an MR-compatible supine bicycle ergometer

Silvio Pflugi, Sébastien Roujol, Mehmet Akçakaya, Keigo Kawaji, Murilo Foppa, Bobby Heydari, Beth Goddu, Kraig Kissinger, Sophie Berg, Warren J. Manning, Sebastian Kozerke, Reza Nezafat

Research output: Contribution to journalArticlepeer-review

19 Scopus citations


Purpose To evaluate the feasibility of accelerated cardiac MR (CMR) perfusion with radial sampling using nonlinear image reconstruction after exercise on an MR-compatible supine bike ergometer. Methods Eight healthy subjects were scanned on two separate days using radial and Cartesian CMR perfusion sequences in rest and exercise stress perfusion. Four different methods (standard gridding, conjugate gradient SENSE [CG-SENSE], nonlinear inversion with joint estimation of coil-sensitivity profiles [NLINV] and compressed sensing with a total variation constraint [TV]) were compared for the reconstruction of radial data. Cartesian data were reconstructed using SENSE. All images were assessed by two blinded readers in terms of image quality and diagnostic value. Results CG-SENSE and NLINV were scored more favorably than TV (in both rest and stress perfusion cases, P < 0.05) and gridding (for rest perfusion cases, P < 0.05). TV images showed patchy artifacts, which negatively influenced image quality especially in the stress perfusion images acquired with a low number of radial spokes. Although CG-SENSE and NLINV received better scores than Cartesian sampling in both rest and exercise stress perfusion cases, these differences were not statistically significant (P > 0.05). Conclusion We have demonstrated the feasibility of accelerated CMR perfusion using radial sampling after physical exercise using a supine bicycle ergometer in healthy subjects. For reconstruction of undersampled radial perfusion, CG-SENSE and NLINV resulted in better image quality than standard gridding or TV reconstruction. Further technical improvements and clinical assessment are needed before using this approach in patients with suspected coronary artery disease. Magn Reson Med 74:384-395, 2015.

Original languageEnglish (US)
Pages (from-to)384-395
Number of pages12
JournalMagnetic resonance in medicine
Issue number2
StatePublished - Aug 1 2015

Bibliographical note

Publisher Copyright:
© 2014 Wiley Periodicals, Inc. © 2014 Wiley Periodicals, Inc.


  • compressed sensing
  • myocardial perfusion imaging
  • radial sampling


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