Method for bone structure prognosis and simulated bone remodeling
View Patent ↗Described herein are methods for analyzing bone structure and/or bone density, methods for estimating fracture risk in a subject as well as methods for monitoring the efficacy of an agent on bone structure and/or bone density.
1. A method for analyzing bone structure or bone density using a computer system, the method comprising the steps of:
(a) obtaining two-dimensional image data of at least a portion of a subject's bone including trabecular bone, wherein said image data includes image data from at least two two-dimensional images of the subject's bone taken from at least two different angles;
(b) combining said at least two two-dimensional images into a volumetric image dataset;
(c) extracting a three-dimensional model representing the structure of trabecular bone from the volumetric image dataset;
(d) simulating bone remodeling using said three-dimensional model; and
(e) predicting structural strength of the bone based at least in part on the simulation of bone remodeling.
2. The method of claim 1 , wherein said at least two two-dimensional images of the subject's bone include x-ray images taken using at least two different x-ray beam rotation angles.
3. A method for monitoring the ability of an agent to affect bone quality, the method comprising the steps of:
(a) obtaining bone quality measurements on a subject by analyzing bone structure or bone density using the method according to claim 1 ;
(b) administering the agent to the subject;
(c) obtaining bone quality measurements of the subject after administration of the agent, wherein the bone quality measurements are obtained by analyzing bone structure or bone density using the method according to claim 1 ;
(d) comparing bone quality measurements from steps (a) and (c), wherein a difference in bone quality measurements between steps (a) and (c) is indicative of the ability of the agent to affect bone quality.
4. The method of claim 3 , wherein the bone quality measurements are bone density or bone structure measurements.
5. A method for analyzing bone structure or bone density using a computer system, the method comprising the steps of:
(a) obtaining image data from at least two two-dimensional images of at least a portion of a subject's bone including trabecular bone, the at least two two-dimensional images taken from at least two different angles;
(b) extracting a projection structure of trabecular bone from image data of each two-dimensional image of said at least two two-dimensional images;
(c) converting said projection structures into a three-dimensional probable model representing the volumetric structure of the trabecular bone;
(d) simulating bone remodeling using said model; and
(e) predicting structural strength of the bone based at least in part on the simulation of bone remodeling.
6. The method of claim 5 , wherein said at least two two-dimensional images of the subject's bone include x-ray images taken using at least two different x-ray beam rotation angles.
7. The method of claim 5 , further including performing a quantitative analysis of bone microarchitecture in each projection structure of trabecular bone before converting said projection structures into said three-dimensional probable model.
8. The method of claim 7 , wherein said converting said projection structures includes using said quantitative analysis of bone microarchitecture.
9. A method for monitoring the ability of an agent to affect bone quality, the method comprising the steps of:
(a) obtaining bone quality measurements on a subject by analyzing bone structure or bone density using the method according to claim 5 ;
(b) administering the agent to the subject;
(c) obtaining bone quality measurements of the subject after administration of the agent, wherein the bone quality measurements are obtained by analyzing bone structure or bone density using the method according to claim 5 ;
(d) comparing bone quality measurements from steps (a) and (c), wherein a difference in bone quality measurements between steps (a) and (c) is indicative of the ability of the agent to affect bone quality.
10. The method of claim 9 , wherein the bone quality measurements are bone density or bone structure measurements.
11. A method for estimating future fracture risk in a subject, the method comprising the steps of:
(a) obtaining two-dimensional image data of at least a portion of a subject's bone including trabecular bone, wherein said image data includes image data from at least two two-dimensional images of the subject's bone taken from at least two different angles;
(b) combining said at least two two-dimensional images into a volumetric image dataset;
(c) extracting a three-dimensional model representing the volumetric structure of trabecular bone from said volumetric image dataset;
(d) simulating bone remodeling using said model;
(e) predicting structural strength of the bone based at least in part on the simulation of bone remodeling; and
(f) comparing the predicted structural strength of the bone from the simulation of bone remodeling to measurements of population data, thereby predicting fracture risk in the subject.
12. The method of claim 11 , wherein the simulation of bone remodeling is of therapeutic interventions.
13. The method of claim 11 , wherein the simulation of bone remodeling is of disease progression.
14. The method of claim 11 , wherein one or more steps are automated.
15. A method for estimating future fracture risk in a subject, the method comprising the steps of:
(a) obtaining at least two two-dimensional images of at least a portion of a subject's bone including trabecular bone, the at least two two-dimensional images taken from at least two different angles;
(b) extracting a projection structure of the trabecular bone from each two-dimensional image of said at least two two-dimensional images;
(c) converting said projection structures into a three-dimensional probable model representing the volumetric structure of trabecular bone;
(d) simulating bone remodeling using said probable model;
(e) predicting structural strength of the bone based at least in part on the simulation of bone remodeling; and
(f) comparing the predicted structural strength of the bone from the simulation of bone remodeling to measurements of population data, thereby predicting fracture risk in the subject.
16. The method of claim 15 , wherein the simulation of bone remodeling is of therapeutic interventions.
17. The method of claim 15 , wherein the simulation of bone remodeling is of disease progression.
18. The method of claim 15 , wherein one or more steps are automated.