[Multiple linear regression and ROC curve analysis of the factors of lumbar spine bone mineral density]
Related Experiment Video
Updated: Mar 28, 2026

Scanning Skeletal Remains for Bone Mineral Density in Forensic Contexts
Published on: January 29, 2018
Xiaodong Zhang1, Yinxia Zhao1, Shaoyong Hu1
1Department of Medical Imaging, Third Affiliated Hospital, Southern Medical University, the Institute of Medical Imaging of Bone and Joints, Academy of Orthopedics Guangdong Province, Guangzhou 510630, China.
Objective:
To investigate the correlation between the lumbar vertebra bone mineral density (BMD) and age, gender, height, weight, body mass index, waistline, hipline, bone marrow and abdomen fat, and to explore the key factor affecting the BMD.
Methods:
A total of 72 cases were randomly recruited. All the subjects underwent a spectroscopic examination of the third lumber vertebra with single-voxel method in 1.5T MR. Lipid fractions (FF%) were measured. Quantitative CT were also performed to get the BMD of L3 and the corresponding abdomen subcutaneous adipose tissue (SAT) and visceral adipose tissue (VAT). The statistical analysis were performed by SPSS 19.0.
Results:
Multiple linear regression showed except the age and FF% showed significant difference (P<0.05) , the gender, height, weight, BMI, waistline, hipline, SAT and VAT showed no significant difference (P>0.05). The correlation of age and FF% with BMD was statistically negatively significant (r=-0.830, -0.521, P<0.05). The ROC curve analysis showed that the sensitivety and specificity of predicting osteoporosis were 81.8% and 86.9%, with a threshold of 58.5 years old. And it showed that the sensitivety and specificity of predicting osteoporosis were 90.9% and 55.7%, with a threshold of 52.8% for FF%.
Conclusion:
The lumbar vertebra BMD was significantly and negatively correlated with age and bone marrow FF%, but it was not significantly correlated with gender, height, weight, BMI, waistline, hipline, SAT and VAT. And age was the critical factor.
More Related Videos
07:12Semiautomated Longitudinal Microcomputed Tomography-based Quantitative Structural Analysis of a Nude Rat Osteoporosis-related Vertebral Fracture Model
Published on: September 28, 2017
07:52Author Spotlight: Enhancing Small Animal Bone Compression Testing for Research
Published on: December 1, 2023