Automatic phantom-less calibration of routine CT scans for the evaluation of osteoporosis and hip fracture risk

Bone. 2025 May:194:117431. doi: 10.1016/j.bone.2025.117431. Epub 2025 Feb 25.

Abstract

Background/purpose: The diagnosis of osteoporosis remains a paramount concern for orthopedic surgeons worldwide. We aim to (1) evaluate the efficacy of automatic phantom-less quantitative computed tomography (PL-QCT) in diagnosing osteoporosis and (2) investigate its clinical value in predicting hip fracture risk.

Methods: A cohort of 705 patients was included in the study. Hip CT scans from 310 patients and spinal CT scans from 315 patients were analyzed using automatic PL-QCT. The consistency of bone mineral density (BMD) measurement obtained by dual-energy X-ray absorptiometry (DXA), phantom-based QCT (PB-QCT), and automatic PL-QCT was examined through linear regression analysis and Bland-Altman plots. The ability of automatic PL-QCT to predict osteoporosis and hip fracture risk was assessed using ROC analysis.

Results: Linear regression and Bland-Altman plots demonstrated a high level of agreement between BMD measurements from PL-QCT and those from hip DXA and lumbar PB-QCT. The AUC values for PL-QCT and PB-QCT in diagnosing osteoporosis were 0.903 (95 % CI 0.852-0.955) and 0.900 (95 % CI 0.847-0.953). The AUC values for predicting hip fracture risk, based on femoral neck BMD measured by PL-QCT and DXA, were 0.869 (95 % CI 0.823-0.915) and 0.831(95 % CI 0.778-0.885), respectively. When the femoral neck BMD was combined with the percentage of inter-muscular adipose tissue area, the AUC increased to 0.929 (95 % CI 0.897-0.961).

Conclusion: Automatic PL-QCT has shown superior performance in predicting hip fracture risk compared to DXA. Furthermore, the novel PL-QCT demonstrates comparable predictive efficacy to that of PB-QCT, suggesting its potential as a valuable tool in clinical practice.

Keywords: Bone mineral density; Hip fracture; Osteoporosis; Quantitative computed tomography.

MeSH terms

  • Absorptiometry, Photon
  • Aged
  • Aged, 80 and over
  • Automation
  • Bone Density
  • Calibration
  • Female
  • Hip Fractures* / diagnostic imaging
  • Humans
  • Male
  • Middle Aged
  • Osteoporosis* / diagnostic imaging
  • Phantoms, Imaging*
  • ROC Curve
  • Risk Factors
  • Tomography, X-Ray Computed* / methods