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:
obtaining a two-dimensional image of a subject, wherein the image comprises an image of the subject's trabecular bone;
extracting a projection structure of the trabecular bone from the two-dimensional image;
converting said projection structure of the trabecular bone into a three-dimensional probable model representing the volumetric structure of the trabecular bone;
simulating bone remodeling using the probable model representing the volumetric structure of the trabecular bone; and
predicting structural strength of the bone based at least in part on the simulation of bone remodeling.
2. The method of claim 1 , wherein the image is an x-ray image.
3. The method of claim 1 , wherein the step of predicting structural strength further includes referencing one or more structural strength databases.
4. A method for estimating fracture risk in a subject, the method comprising the steps of:
obtaining a two-dimensional image of the subject, wherein the image comprises an image of the subject's trabecular bone;
extracting a projection structure of the trabecular bone from the two-dimensional image;
converting said projection structure of the trabecular bone into a three-dimensional probable model representing the volumetric structure of the trabecular bone;
measuring bone structure parameters of the probable model representing the volumetric structure of the trabecular bone;
simulating bone remodeling using the probable model representing the volumetric structure of the trabecular bone;
predicting structural strength of the bone based at least in part on the simulation of bone remodeling; and
estimating a fracture risk based at least in part on the bone structure measurements, and the predicted structural strength.
5. A method for estimating future fracture risk in a subject, the method comprising the steps of:
obtaining a two-dimensional image of the subject, wherein the image comprises an image of the subject's trabecular bone;
extracting a projection structure of the trabecular bone from the two-dimensional image;
converting said projection structure of the trabecular bone into a three-dimensional probable model representing the volumetric structure of the trabecular bone;
measuring one or more parameters of the probable model representing the volumetric structure of the trabecular bone;
simulating bone remodeling using the probable model representing the volumetric structure of the trabecular bone;
predicting structural strength of the bone based at least in part on the simulation of bone remodeling and the one or more measured parameters; and
comparing the predicted structural strength to measurements of population data, thereby predicting fracture risk in the subject.
6. The method of claim 5 , wherein the simulation of bone remodeling is of therapeutic interventions.
7. The method of claim 5 , wherein the simulation of bone remodeling is of disease progression.
8. The method of claim 5 , wherein one or more steps are automated.