Accuracy and Reproducibility of Adipose Tissue Measurements in Young Infants by Whole Body Magnetic Resonance Imaging

被引:4
作者
Bauer, Jan Stefan [1 ]
Noel, Peter Benjamin [2 ]
Vollhardt, Christiane [3 ]
Much, Daniela [3 ]
Degirmenci, Saliha [2 ]
Brunner, Stefanie [3 ]
Rummeny, Ernst Josef [2 ]
Hauner, Hans [3 ]
机构
[1] Tech Univ Munich, Dept Neuroradiol, D-80290 Munich, Germany
[2] Tech Univ Munich, Dept Radiol, D-80290 Munich, Germany
[3] Tech Univ Munich, Else Kroner Fresenius Ctr Nutr Med, D-80290 Munich, Germany
关键词
FAT DISTRIBUTION; NEWBORN-INFANTS; BIRTH-WEIGHT; MRI; QUANTIFICATION; GROWTH; LIFE; SEGMENTATION; OVERWEIGHT; LACTATION;
D O I
10.1371/journal.pone.0117127
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
070301 [无机化学]; 070403 [天体物理学]; 070507 [自然资源与国土空间规划学]; 090105 [作物生产系统与生态工程];
摘要
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.
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页数:12
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