Prediction of Incidental Osteoporotic Fractures at Vertebral-Specific Level Using 3D Non-Linear Finite Element Parameters Derived from Routine Abdominal MDCT

Yeung, Long Yu; Rayudu, Ni Thin Manohar; Loeffler, Maximilian; Sekuboyina, Anjany; Burian, Egon; Sollmann, Nico; Dieckmeyer, Michael; Greve, Tobias; Kirschke, Jan S.; Subburaj, Karupppasamy und Baum, Thomas (2021): Prediction of Incidental Osteoporotic Fractures at Vertebral-Specific Level Using 3D Non-Linear Finite Element Parameters Derived from Routine Abdominal MDCT. In: Diagnostics, Bd. 11, Nr. 2, 208

Abstract

To investigate whether finite element (FE) analysis of the spine in routine thoracic/abdominal multi-detector computed tomography (MDCT) can predict incidental osteoporotic fractures at vertebral-specific level;Baseline routine thoracic/abdominal MDCT scans of 16 subjects (8(m), mean age: 66.1 +/- 8.2 years and 8(f), mean age: 64.3 +/- 9.5 years) who sustained incidental osteoporotic vertebral fractures as confirmed in follow-up MDCTs were included in the current study. Thoracic and lumbar vertebrae (T5-L5) were automatically segmented, and bone mineral density (BMD), finite element (FE)-based failure-load, and failure-displacement were determined. These values of individual vertebrae were normalized globally (g), by dividing the absolute value with the average of L1-3 and locally by dividing the absolute value with the average of T5-12 and L1-5 for thoracic and lumbar vertebrae, respectively. Mean-BMD of L1-3 was determined as reference. Receiver operating characteristics (ROC) and area under the curve (AUC) were calculated for different normalized FE (K-load, K-displacement,K-(load)g, and K-(displacement)g) and BMD (K-BMD, and K-(BMD)g) ratio parameter combinations for identifying incidental fractures. K-load, K-(load)g, K-BMD, and K-(BMD)g showed significantly higher discriminative power compared to standard mean BMD of L1-3 (BMDStandard) (AUC = 0.67 for K-load;0.64 for K-(load)g;0.64 for K-BMD;0.61 for K-(BMD)g vs. 0.54 for BMDStandard). The combination of K-load, K-displacement, and K-BMD increased the AUC further up to 0.77 (p < 0.001). The combination of FE with BMD measurements derived from routine thoracic/abdominal MDCT allowed an improved prediction of incidental fractures at vertebral-specific level.

• Dokumententyp: Zeitschriftenartikel
• Fakultät: Medizin
• Themengebiete: 600 Technik, Medizin, angewandte Wissenschaften > 610 Medizin und Gesundheit
• Sprache: Englisch