TY - JOUR
T1 - Association of cervical and lumbar paraspinal muscle composition using texture analysis of mr-based proton density fat fraction maps
AU - Burian, Egon
AU - Becherucci, Edoardo A.
AU - Junker, Daniela
AU - Sollmann, Nico
AU - Greve, Tobias
AU - Hauner, Hans
AU - Zimmer, Claus
AU - Kirschke, Jan S.
AU - Karampinos, Dimitrios C.
AU - Subburaj, Karupppasamy
AU - Baum, Thomas
AU - Dieckmeyer, Michael
N1 - Publisher Copyright:
© 2021 by the authors. Licensee MDPI, Basel, Switzerland.
PY - 2021/10
Y1 - 2021/10
N2 - 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.
AB - 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.
KW - Magnetic resonance imaging
KW - Muscle composition
KW - Paraspinal muscle
KW - Proton density fat fraction
KW - Quantitative imaging
KW - Texture analysis
UR - http://www.scopus.com/inward/record.url?scp=85117812291&partnerID=8YFLogxK
U2 - 10.3390/diagnostics11101929
DO - 10.3390/diagnostics11101929
M3 - Article
AN - SCOPUS:85117812291
SN - 2075-4418
VL - 11
JO - Diagnostics
JF - Diagnostics
IS - 10
M1 - 1929
ER -