Accuracy and reproducibility of adipose tissue measurements in young infants by whole body magnetic resonance imaging

PLoS One. 2015 Feb 23;10(2):e0117127. doi: 10.1371/journal.pone.0117127. eCollection 2015.

Abstract

Purpose: MR might be well suited to obtain reproducible and accurate measures of fat tissues in infants. This study evaluates MR-measurements of adipose tissue in young infants in vitro and in vivo.

Material and methods: MR images of ten phantoms simulating subcutaneous fat of an infant's torso were obtained using a 1.5T MR scanner with and without simulated breathing. Scans consisted of a cartesian water-suppression turbo spin echo (wsTSE) sequence, and a PROPELLER wsTSE sequence. Fat volume was quantified directly and by MR imaging using k-means clustering and threshold-based segmentation procedures to calculate accuracy in vitro. Whole body MR was obtained in sleeping young infants (average age 67±30 days). This study was approved by the local review board. All parents gave written informed consent. To obtain reproducibility in vivo, cartesian and PROPELLER wsTSE sequences were repeated in seven and four young infants, respectively. Overall, 21 repetitions were performed for the cartesian sequence and 13 repetitions for the PROPELLER sequence.

Results: In vitro accuracy errors depended on the chosen segmentation procedure, ranging from 5.4% to 76%, while the sequence showed no significant influence. Artificial breathing increased the minimal accuracy error to 9.1%. In vivo reproducibility errors for total fat volume of the sleeping infants ranged from 2.6% to 3.4%. Neither segmentation nor sequence significantly influenced reproducibility.

Conclusion: With both cartesian and PROPELLER sequences an accurate and reproducible measure of body fat was achieved. Adequate segmentation was mandatory for high accuracy.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adipose Tissue / anatomy & histology*
  • Female
  • Humans
  • Image Processing, Computer-Assisted
  • Infant
  • Infant, Newborn
  • Magnetic Resonance Imaging / methods*
  • Male
  • Prospective Studies
  • Reproducibility of Results
  • Whole Body Imaging / methods*

Grants and funding

The study was supported by the German Research Foundation (DFG) and the Technische Universität München within the funding programme 'Open Access Publishing' and by Research grants for the INFAT Study from BMBF (German Ministry of Research and Education, http://www.gesundheitsforschung-bmbf.de), EARNEST-Consortium of EU (http://www.project-earlynutrition.eu), International Unilever Foundation (http://www.unilever.com/aboutus/foundation) and Danone Baby Nutrition (www.danone.com). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.