Comparison of non-invasive assessments of strength of the proximal femur.

It is not clear which non-invasive method is most effective for predicting strength of the proximal femur in those at highest risk of fracture. The primary aim of this study was to compare the abilities of dual energy X-ray absorptiometry (DXA)-derived aBMD, quantitative computed tomography (QCT)-derived density and volume measures, and finite element analysis (FEA)-estimated strength to predict femoral failure load. We also evaluated the contribution of cortical and trabecular bone measurements to proximal femur strength. We obtained 76 human cadaveric proximal femurs (50 women and 26 men; age 74±8.8years), performed imaging with DXA and QCT, and mechanically tested the femurs to failure in a sideways fall configuration at a high loading rate. Linear regression analysis was used to construct the predictive model between imaging outcomes and experimentally-measured femoral strength for each method. To compare the performance of each method we used 3-fold cross validation repeated 10 times. The bone strength estimated by QCT-based FEA predicted femoral failure load (R2adj=0.78, 95%CI 0.76-0.80; RMSE=896N, 95%CI 830-961) significantly better than femoral neck aBMD by DXA (R2adj=0.69, 95%CI 0.66-0.72; RMSE=1011N, 95%CI 952-1069) and the QCT-based model (R2adj=0.73, 95%CI 0.71-0.75; RMSE=932N, 95%CI 879-985). Both cortical and trabecular bone contribute to femoral strength, the contribution of cortical bone being higher in femurs with lower trabecular bone density. These findings have implications for optimizing clinical approaches to assess hip fracture risk. In addition, our findings provide new insights that will assist in interpretation of the effects of osteoporosis treatments that preferentially impact cortical versus trabecular bone.

[1]  P. Guy,et al.  Cortical and trabecular bone in the femoral neck both contribute to proximal femur failure load prediction , 2009, Osteoporosis International.

[2]  S. Lekamwasam,et al.  Effect of leg rotation on hip bone mineral density measurements. , 2003, Journal of clinical densitometry : the official journal of the International Society for Clinical Densitometry.

[3]  H. Hwang,et al.  Fall mechanisms, bone strength, and hip fractures in elderly men and women in Taiwan , 2011, Osteoporosis International.

[4]  V. Gudnason,et al.  Male-female differences in the association between incident hip fracture and proximal femoral strength: a finite element analysis study. , 2011, Bone.

[5]  Nancy Lane,et al.  Finite Element Analysis of the Proximal Femur and Hip Fracture Risk in Older Men , 2009, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[6]  V. Gudnason,et al.  Assessment of incident spine and hip fractures in women and men using finite element analysis of CT scans , 2014, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[7]  Mary L Bouxsein,et al.  Microstructural Failure Mechanisms in the Human Proximal Femur for Sideways Fall Loading , 2014, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[8]  T. Keaveny,et al.  Side-artifact errors in yield strength and elastic modulus for human trabecular bone and their dependence on bone volume fraction and anatomic site. , 2007, Journal of biomechanics.

[9]  J. Finkelstein,et al.  Simulated increases in body fat and errors in bone mineral density measurements by DXA and QCT , 2012, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[10]  W C Hayes,et al.  Fall direction, bone mineral density, and function: risk factors for hip fracture in frail nursing home elderly. , 1998, The American journal of medicine.

[11]  Ling Qin,et al.  Clinical Use of Quantitative Computed Tomography-Based Finite Element Analysis of the Hip and Spine in the Management of Osteoporosis in Adults: the 2015 ISCD Official Positions-Part II. , 2015, Journal of clinical densitometry : the official journal of the International Society for Clinical Densitometry.

[12]  D. Dragomir-Daescu,et al.  Femoral Strength Changes Faster With Age Than BMD in Both Women and Men: A Biomechanical Study , 2015, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[13]  S. Robinovitch,et al.  Age-related changes in dynamic compressive properties of trochanteric soft tissues over the hip. , 2015, Journal of biomechanics.

[14]  Terry M Therneau,et al.  Proximal femoral density distribution and structure in relation to age and hip fracture risk in women , 2013, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[15]  S. Cummings,et al.  Type of Fall and Risk of Hip and Wrist Fractures: The Study of Osteoporotic Fractures , 1993, Journal of the American Geriatrics Society.

[16]  Richard A Robb,et al.  A Population‐Based Assessment of Rates of Bone Loss at Multiple Skeletal Sites: Evidence for Substantial Trabecular Bone Loss in Young Adult Women and Men , 2007, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[17]  J. Reeve,et al.  Changing structure of the femoral neck across the adult female lifespan , 2010, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[18]  W. Hayes,et al.  Impact near the hip dominates fracture risk in elderly nursing home residents who fall , 1993, Calcified Tissue International.

[19]  T. Keaveny,et al.  Dependence of yield strain of human trabecular bone on anatomic site. , 2001, Journal of biomechanics.

[20]  Ulrike Groemping,et al.  Relative Importance for Linear Regression in R: The Package relaimpo , 2006 .

[21]  P. Cripton,et al.  Proximal femur bone strength estimated by a computationally fast finite element analysis in a sideways fall configuration. , 2013, Journal of biomechanics.

[22]  M. Bouxsein,et al.  Comparison of hip fracture risk prediction by femoral aBMD to experimentally measured factor of risk. , 2010, Bone.

[23]  Volker Kuhn,et al.  Reproducibility and Side Differences of Mechanical Tests for Determining the Structural Strength of the Proximal Femur , 2003, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[24]  A. Oberg,et al.  Population‐Based Analysis of the Relationship of Whole Bone Strength Indices and Fall‐Related Loads to Age‐ and Sex‐Specific Patterns of Hip and Wrist Fractures , 2005, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[25]  Tamara B Harris,et al.  Distribution of cortical bone in the femoral neck and hip fracture: a prospective case-control analysis of 143 incident hip fractures; the AGES-REYKJAVIK Study. , 2011, Bone.

[26]  G Lowet,et al.  Assessment of the strength of proximal femur in vitro: relationship to femoral bone mineral density and femoral geometry. , 1997, Bone.

[27]  S. Robinovitch,et al.  Risk factors for hip impact during real-life falls captured on video in long-term care , 2016, Osteoporosis International.

[28]  M. Viceconti,et al.  Experimental validation of DXA-based finite element models for prediction of femoral strength. , 2016, Journal of the mechanical behavior of biomedical materials.

[29]  M. Viceconti,et al.  Patient-specific finite element estimated femur strength as a predictor of the risk of hip fracture: the effect of methodological determinants , 2016, Osteoporosis International.

[30]  J. Cauley,et al.  Hip fracture in women without osteoporosis. , 2005, The Journal of clinical endocrinology and metabolism.

[31]  S. Cummings,et al.  Secular trends in the incidence of hip and other osteoporotic fractures , 2011, Osteoporosis International.

[32]  W C Hayes,et al.  Age-related reductions in the strength of the femur tested in a fall-loading configuration. , 1995, The Journal of bone and joint surgery. American volume.

[33]  Mary L Bouxsein,et al.  Contribution of Trochanteric Soft Tissues to Fall Force Estimates, the Factor of Risk, and Prediction of Hip Fracture Risk* , 2007, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[34]  G. Niebur,et al.  Comparison of the elastic and yield properties of human femoral trabecular and cortical bone tissue. , 2004, Journal of biomechanics.

[35]  C. Thomas,et al.  Relation between age, femoral neck cortical stability, and hip fracture risk , 2005, The Lancet.

[36]  Klaus Engelke,et al.  In vivo discrimination of hip fracture with quantitative computed tomography: Results from the prospective European Femur Fracture Study (EFFECT) , 2011, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[37]  W. Hayes,et al.  Mechanical properties of trabecular bone from the proximal femur: a quantitative CT study. , 1990, Journal of computer assisted tomography.

[38]  Sylvain Arlot,et al.  A survey of cross-validation procedures for model selection , 2009, 0907.4728.

[39]  T. Keaveny,et al.  Trabecular bone modulus-density relationships depend on anatomic site. , 2003, Journal of biomechanics.

[40]  Shreyasee Amin,et al.  Age-Dependence of Femoral Strength in White Women and Men , 2009, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[41]  H. Skinner,et al.  Prediction of femoral fracture load using automated finite element modeling. , 1997, Journal of biomechanics.

[42]  Mary L Bouxsein,et al.  Proximal Femoral Structure and the Prediction of Hip Fracture in Men: A Large Prospective Study Using QCT , 2008, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[43]  F. Kainberger,et al.  A nonlinear QCT-based finite element model validation study for the human femur tested in two configurations in vitro. , 2013, Bone.

[44]  F. Eckstein,et al.  Cortical bone finite element models in the estimation of experimentally measured failure loads in the proximal femur. , 2012, Bone.

[45]  A. B. Dufour,et al.  The factor-of-risk biomechanical approach predicts hip fracture in men and women: the Framingham Study , 2012, Osteoporosis International.

[46]  Yunhua Luo,et al.  A two-level subject-specific biomechanical model for improving prediction of hip fracture risk. , 2015, Clinical biomechanics.

[47]  C. Cooper,et al.  Osteoporosis: trends in epidemiology, pathogenesis and treatment , 2006 .

[48]  W C Hayes,et al.  Force attenuation in trochanteric soft tissues during impact from a fall , 1995, Journal of orthopaedic research : official publication of the Orthopaedic Research Society.

[49]  W. C. Hayes,et al.  Effects of loading rate on strength of the proximal femur , 1994, Calcified Tissue International.

[50]  A. Hofman,et al.  Fracture incidence and association with bone mineral density in elderly men and women: the Rotterdam Study. , 2004, Bone.

[51]  F. Eckstein,et al.  Ct-based finite element models can be used to estimate experimentally measured failure loads in the proximal femur. , 2012, Bone.

[52]  T. Keaveny,et al.  Quantitative computed tomography estimates of the mechanical properties of human vertebral trabecular bone , 2002, Journal of orthopaedic research : official publication of the Orthopaedic Research Society.

[53]  Volker Kuhn,et al.  Bone Strength at Clinically Relevant Sites Displays Substantial Heterogeneity and Is Best Predicted From Site‐Specific Bone Densitometry , 2002, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[54]  Yifei Dai,et al.  Robust QCT/FEA Models of Proximal Femur Stiffness and Fracture Load During a Sideways Fall on the Hip , 2011, Annals of Biomedical Engineering.

[55]  Thomas Baum,et al.  Improving bone strength prediction in human proximal femur specimens through geometrical characterization of trabecular bone microarchitecture and support vector regression , 2014, J. Electronic Imaging.

[56]  L. Melton,et al.  A reference standard for the description of osteoporosis. , 2008, Bone.

[57]  David Mitton,et al.  Prediction of Hip Failure Load: In Vitro Study of 80 Femurs Using Three Imaging Methods and Finite Element Models-The European Fracture Study (EFFECT). , 2016, Radiology.

[58]  W C Hayes,et al.  Fall severity and bone mineral density as risk factors for hip fracture in ambulatory elderly. , 1994, JAMA.

[59]  P. Zysset,et al.  Finite element analysis for prediction of bone strength. , 2013, BoneKEy reports.

[60]  M. Bouxsein,et al.  Prediction of the strength of the elderly proximal femur by bone mineral density and quantitative ultrasound measurements of the heel and tibia. , 1999, Bone.

[61]  G. Holzer,et al.  Hip Fractures and the Contribution of Cortical Versus Trabecular Bone to Femoral Neck Strength , 2009, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[62]  Nelson B. Watts,et al.  Fundamentals and pitfalls of bone densitometry using dual-energy X-ray absorptiometry (DXA) , 2004, Osteoporosis International.

[63]  W. C. Hayes,et al.  Impact direction from a fall influences the failure load of the proximal femur as much as age-related bone loss , 1996, Calcified Tissue International.

[64]  W. Skalli,et al.  Volumetric quantitative computed tomography of the proximal femur: relationships linking geometric and densitometric variables to bone strength. Role for compact bone , 2006, Osteoporosis International.

[65]  C. Räth,et al.  Automated 3D trabecular bone structure analysis of the proximal femur—prediction of biomechanical strength by CT and DXA , 2009, Osteoporosis International.

[66]  F. Eckstein,et al.  Structural Analysis of Trabecular Bone of the Proximal Femur Using Multislice Computed Tomography: A Comparison with Dual X-Ray Absorptiometry for Predicting Biomechanical Strength In Vitro , 2006, Calcified Tissue International.

[67]  H K Genant,et al.  Volumetric quantitative computed tomography of the proximal femur: precision and relation to bone strength. , 1997, Bone.

[68]  M. Bouxsein,et al.  Cortical and trabecular load sharing in the human femoral neck. , 2015, Journal of biomechanics.

[69]  Andrew H. Gee,et al.  High resolution cortical bone thickness measurement from clinical CT data , 2010, Medical Image Anal..