Trabecular homogeneity index derived from plain radiograph to evaluate bone quality

J Bone Miner Res. 2013 Dec;28(12):2584-91. doi: 10.1002/jbmr.1987.

Abstract

Radiographic texture analysis has been developed lately to improve the assessment of bone architecture as a determinant of bone quality. We validate here an algorithm for the evaluation of trabecular homogeneity index (HI) in the proximal femur from hip radiographs, with a focus on the impact of the principal compressive system of the trabecular bone, and evaluate its correlation with femoral strength, bone mineral density (BMD), and volumetric trabecular structure parameters. A semiautomatic custom-made algorithm was applied to calculate the HI in the femoral neck and trochanteric areas from radiographs of 178 femoral bone specimens (mean age 79.3 ± 10.4 years). Corresponding neck region was selected in CT scans to calculate volumetric parameters of trabecular structure. The site-specific BMDs were assessed from dual-energy X-ray absorptiometry (DXA), and the femoral strength was experimentally tested in side-impact configuration. Regression analysis was performed between the HI and biomechanical femoral strength, BMD, and volumetric parameters. The correlation between HI and failure load was R(2) = 0.50; this result was improved to R(2) = 0.58 for cervical fractures alone. The discrimination of bones with high risk of fractures (load <3000 N) was similar for HI and BMD (AUC = 0.87). Regression analysis between the HIs versus site-specific BMDs yielded R(2) = 0.66 in neck area, R(2) = 0.60 in trochanteric area, and an overall of R(2) = 0.66 for the total hip. Neck HI and BMD correlated significantly with volumetric structure parameters. We present here a method to assess HI that can explain 50% of an experimental failure load and determines bones with high fracture risk with similar accuracy as BMD. The HI also had good correlation with DXA and computed tomography-derived data.

Keywords: CT SCAN; DXA; HOMOGENEITY INDEX; RADIOGRAPH; STRUCTURE ANALYSIS.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Aged
  • Aged, 80 and over
  • Bone Density / physiology
  • Bone and Bones / diagnostic imaging*
  • Bone and Bones / physiology*
  • Female
  • Femur / diagnostic imaging
  • Femur / physiology
  • Humans
  • Image Processing, Computer-Assisted
  • Male
  • Middle Aged
  • Neck / diagnostic imaging
  • Neck / physiology
  • ROC Curve
  • Regression Analysis
  • Reproducibility of Results
  • Tomography, X-Ray Computed