Texture analysis of vertebral bone marrow using chemical shift encoding–based water-fat MRI: a feasibility study

E. Burian, K. Subburaj, M.R.K. Mookiah, A. Rohrmeier, D.M. Hedderich, M. Dieckmeyer, M.N. Diefenbach, S. Ruschke, E.J. Rummeny, C. Zimmer, J.S. Kirschke, D.C. Karampinos, T. Baum

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Abstract

Summary This feasibility study investigated the spatial heterogeneity of the lumbar vertebral bone marrow using chemical shift encoding–based water-fat MRI. Acquired texture features like contrast and dissimilarity allowed for differentiation of pre- and postmenopausal women and may serve as imaging biomarkers in the future. Introduction While the vertebral bone marrow fat using chemical shift encoding water-fat magnetic resonance imaging (MRI) has been extensively studied, its spatial heterogeneity has not been analyzed yet. Therefore, this feasibility study investigated the spatial heterogeneity of the lumbar vertebral bone marrow by using texture analysis in proton density fat fraction (PDFF) maps. Methods Forty-one healthy pre- and postmenopausal women were recruited for this study (premenopausal (n = 15) 30 ± 7 years, postmenopausal (n = 26) 65 ± 7 years). An eight-echo 3D spoiled gradient echo sequence was used for chemical shift encoding–based water-fat separation at the lumbar spine. Vertebral bodies L1 to L5 were manually segmented. Mean PDFF values and texture features were extracted at each vertebral level, namely variance, skewness, and kurtosis, using statistical moments and second-order features (energy, contrast, correlation, homogeneity, dissimilarity, entropy, variance, and sum average). Parameters were compared between pre- and postmenopausal women and vertebral levels. Results PDFF was significantly higher in post- than in premenopausal women (49.37 ± 8.14% versus 27.76 ± 7.30%, p < 0.05). Furthermore, PDFF increased from L1 to L5 (L1 37.93 ± 12.85%, L2 38.81 ± 12.77%, L3 40.23 ± 12.72%, L4 42.80 ± 13.27%, L5 45.21 ± 14.55%, p < 0.05). Bone marrow heterogeneity based on texture analysis was significantly (p < 0.05) increased in postmenopausal women. Contrast and dissimilarity performed best in differentiating pre- and postmenopausal women (AUC = 0.97 and 0.96, respectively), not significantly different compared with PDFF (AUC = 0.97). Conclusion Conclusively, an increased bone marrow heterogeneity could be observed in postmenopausal women. In the future, texture parameters might provide additional information to detect and monitor vertebral bone marrow alterations due to aging or hormonal changes beyond conventional anatomic imaging.
Original languageEnglish
Pages (from-to)1265–1274
Number of pages10
JournalOsteoporosis International
Volume30
Issue number6
Early online date22 Mar 2019
DOIs
Publication statusPublished - Jun 2019

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    Burian, E., Subburaj, K., Mookiah, M. R. K., Rohrmeier, A., Hedderich, D. M., Dieckmeyer, M., Diefenbach, M. N., Ruschke, S., Rummeny, E. J., Zimmer, C., Kirschke, J. S., Karampinos, D. C., & Baum, T. (2019). Texture analysis of vertebral bone marrow using chemical shift encoding–based water-fat MRI: a feasibility study. Osteoporosis International , 30(6), 1265–1274. https://doi.org/10.1007/s00198-019-04924-9