Association of Cervical and Lumbar Paraspinal Muscle Composition Using Texture Analysis of MR-Based Proton Density Fat Fraction Maps.

Burian, Egon; Becherucci, Edoardo A; Junker, Daniela; Sollmann, Nico; Greve, Tobias; Hauner, Hans; Zimmer, Claus; Kirschke, Jan S; Karampinos, Dimitrios C; Subburaj, Karupppasamy; Baum, Thomas; Dieckmeyer, Michael

doi:10.3390/diagnostics11101929

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Title:: Association of Cervical and Lumbar Paraspinal Muscle Composition Using Texture Analysis of MR-Based Proton Density Fat Fraction Maps.
Document type:: Journal Article
Author(s):: Burian, Egon; Becherucci, Edoardo A; Junker, Daniela; Sollmann, Nico; Greve, Tobias; Hauner, Hans; Zimmer, Claus; Kirschke, Jan S; Karampinos, Dimitrios C; Subburaj, Karupppasamy; Baum, Thomas; Dieckmeyer, Michael
Abstract:: In this study, the associations of cervical and lumbar paraspinal musculature based on a texture analysis of proton density fat fraction (PDFF) maps were investigated to identify gender- and anatomical location-specific structural patterns. Seventy-nine volunteers (25 men, 54 women) participated in the present study (mean age ± standard deviation: men: 43.7 ± 24.6 years; women: 37.1 ± 14.0 years). Using manual segmentations of the PDFF maps, texture analysis was performed and texture features were extracted. A significant difference in the mean PDFF between men and women was observed in the erector spinae muscle (p < 0.0001), whereas the mean PDFF did not significantly differ in the cervical musculature and the psoas muscle (p > 0.05 each). Among others, Variance(global) and Kurtosis(global) showed significantly higher values in men than in women in all included muscle groups (p < 0.001). Not only the mean PDFF values (p < 0.001) but also Variance(global) (p < 0.001), Energy (p < 0.001), Entropy (p = 0.01), Homogeneity (p < 0.001), and Correlation (p = 0.037) differed significantly between the three muscle compartments. The cervical and lumbar paraspinal musculature composition seems to be gender-specific and has anatomical location-specific structural patterns.
Journal title abbreviation:: Diagnostics (Basel)
Year:: 2021
Journal volume:: 11
Journal issue:: 10
Fulltext / DOI:: doi:10.3390/diagnostics11101929
Pubmed ID:: http://view.ncbi.nlm.nih.gov/pubmed/34679627
TUM Institution:: Else Kröner-Fresenius-Zentrum für Ernährungsmedizin - Klinik für Ernährungsmedizin; Fachgebiet Neuroradiologie (Prof. Zimmer); Institut für Diagnostische und Interventionelle Radiologie
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mediaTUM Gesamtbestand Einrichtungen Schools TUM School of Medicine and Health Departments Clinical Medicine Klinik für Ernährungsmedizin (Prof. Hauner)2021

mediaTUM Gesamtbestand Hochschulbibliographie 2021 Fakultäten Medizin Institut für Radiologie

mediaTUM Gesamtbestand Einrichtungen Schools TUM School of Medicine and Health Departments Clinical Medicine Institut für Diagnostische und Interventionelle Radiologie (Prof. Makowski)Abteilung für Diagnostische und Interventionelle Neuroradiologie (Prof. Zimmer)Professur für Neuroradiologie (Prof. Zimmer)2021

mediaTUM Gesamtbestand Hochschulbibliographie 2021 Fakultäten Medizin Else Kröner-Fresenius-Zentrum für Ernährungsmedizin - Klinik für Ernährungsmedizin

mediaTUM Gesamtbestand Einrichtungen Schools TUM School of Medicine and Health Departments Clinical Medicine Institut für Diagnostische und Interventionelle Radiologie (Prof. Makowski)2021