Real-time SPARSE-SENSE cardiac cine MR imaging: optimization of image reconstruction and sequence validation

Eur Radiol. 2016 Dec;26(12):4482-4489. doi: 10.1007/s00330-016-4301-y. Epub 2016 Mar 9.

Abstract

Objectives: Improved real-time cardiac magnetic resonance (CMR) sequences have currently been introduced, but so far only limited practical experience exists. This study aimed at image reconstruction optimization and clinical validation of a new highly accelerated real-time cine SPARSE-SENSE sequence.

Methods: Left ventricular (LV) short-axis stacks of a real-time free-breathing SPARSE-SENSE sequence with high spatiotemporal resolution and of a standard segmented cine SSFP sequence were acquired at 1.5 T in 11 volunteers and 15 patients. To determine the optimal iterations, all volunteers' SPARSE-SENSE images were reconstructed using 10-200 iterations, and contrast ratios, image entropies, and reconstruction times were assessed. Subsequently, the patients' SPARSE-SENSE images were reconstructed with the clinically optimal iterations. LV volumetric values were evaluated and compared between both sequences.

Results: Sufficient image quality and acceptable reconstruction times were achieved when using 80 iterations. Bland-Altman plots and Passing-Bablok regression showed good agreement for all volumetric parameters.

Conclusions: 80 iterations are recommended for iterative SPARSE-SENSE image reconstruction in clinical routine. Real-time cine SPARSE-SENSE yielded comparable volumetric results as the current standard SSFP sequence. Due to its intrinsic low image acquisition times, real-time cine SPARSE-SENSE imaging with iterative image reconstruction seems to be an attractive alternative for LV function analysis.

Key points: • A highly accelerated real-time CMR sequence using SPARSE-SENSE was evaluated. • SPARSE-SENSE allows free breathing in real-time cardiac cine imaging. • For clinically optimal SPARSE-SENSE image reconstruction, 80 iterations are recommended. • Real-time SPARSE-SENSE imaging yielded comparable volumetric results as the reference SSFP sequence. • The fast SPARSE-SENSE sequence is an attractive alternative to standard SSFP sequences.

Keywords: Iterative reconstruction; Left ventricular volumetry; Real-time imaging; SPARSE sampling; SPARSE-SENSE cine imaging.

MeSH terms

  • Adolescent
  • Adult
  • Aged
  • Aged, 80 and over
  • Cardiomyopathies / diagnostic imaging*
  • Case-Control Studies
  • Female
  • Heart / diagnostic imaging
  • Heart Ventricles / diagnostic imaging*
  • Heart Ventricles / pathology
  • Humans
  • Image Processing, Computer-Assisted / methods*
  • Magnetic Resonance Imaging, Cine / methods*
  • Male
  • Middle Aged
  • Myocardial Ischemia / diagnostic imaging*
  • Myocarditis / diagnostic imaging*
  • Organ Size
  • Respiration
  • Stroke Volume
  • Ventricular Function, Left*
  • Young Adult