System and method for diagnosis and assessment of cardiovascular disease by comparing arterial supply capacity to end-organ demand
Systems and methods are disclosed for to determining a blood supply and blood demand. One method includes receiving a patient-specific model of vessel geometry of at least a portion of a coronary artery, wherein the model is based on patient-specific image data of at least a portion of a patient's heart having myocardium; determining a coronary blood supply based on the patient-specific model; determining at least a portion of the myocardium corresponding to the coronary artery; determining a myocardial blood demand based on either a mass or a volume of the portion of the myocardium, or based on perfusion imaging of the portion of the myocardium; and determining a relationship between the coronary blood supply and the myocardial blood demand.
1. A computer-implemented method of analyzing a relationship between a blood supply and a blood demand of a patient, the method comprising:
receiving a patient-specific vascular model of vessel geometry of at least a portion of a coronary artery of the patient's heart, wherein the patient-specific vascular model is generated from patient-specific image data of at least a portion of the patient's heart;
modeling a volume-based supply capacity of the patient's coronary artery based on the patient-specific vascular model, the volume-based supply capacity being the volume of the patient's coronary artery;
determining a mass or a volume of at least a portion of a myocardium receiving blood from the patient's coronary artery;
determining an amount of blood demanded by the determined mass or volume of the portion of the myocardium;
comparing the modeled volume-based supply capacity of the patient's coronary artery to the determined amount of blood demanded by the determined mass or volume;
generating a patient-specific simulation of blood flow through the patient-specific vascular model of at least the portion of the patient's coronary artery;
updating the patient-specific simulation of blood flow by modifying a parameter of the patient-specific simulation of blood flow based on the comparison; and
evaluating the patient based on the updated patient-specific simulation of blood flow.
2. The method of claim 1 , wherein evaluating the patient includes determining a disease state of the patient based upon the comparison between an amount of blood supplied and the amount of blood demanded.
3. The method of claim 1 , wherein the comparison includes one or more of:
determining a difference between the modeled volume-based supply capacity of the patient's coronary artery and the determined amount of blood demanded, and
comparing the modeled volume-based supply capacity of the patient's coronary artery to a reference value, or comparing the determined amount of blood demanded to a reference value.
4. The method of claim 3 , wherein the comparison includes comparing the modeled volume-based supply capacity of the patient's coronary artery to a reference value determined from a population of patients, or comparing the determined amount of blood demanded to a reference value determined from a population of patients.
5. The method of claim 1 , further comprising:
receiving a second patient-specific vascular model representing coronary arterial vasculature downstream from the portion of the patient's coronary artery; and
determining an amount of blood supplied by the patient's coronary artery, based on the patient-specific vascular model and the second patient-specific vascular model.
6. The method of claim 5 , wherein the second patient-specific vascular model is generated based upon boundaries of a tissue associated with at least a portion of the patient's coronary artery.
7. The method of claim 1 , wherein the mass of the portion of the myocardium is calculated by measuring or computing a tissue density of the portion of the myocardium, and multiplying the tissue density by the volume of the portion of the myocardium.
8. The method of claim 1 , wherein the patient-specific vascular model is generated by modifying a generic model of vessel geometry.
9. A system for image processing to analyzing a relationship between a blood supply and a blood demand, the system comprising:
a data storage device storing instructions for determining the blood supply and the blood demand; and
a processor configured to execute the instructions to perform a method including:
receiving a patient-specific vascular model of vessel geometry of at least a portion of a coronary artery of the patient's heart, wherein the patient-specific vascular model is generated from patient-specific image data of at least a portion of the patient's heart;
modeling a volume-based supply capacity of the patient's coronary artery based on the patient-specific vascular model, the volume-based supply capacity being the volume of the patient's coronary artery;
determining a mass or a volume of at least a portion of a myocardium receiving blood from the patient's coronary artery;
determining an amount of blood demanded by the determined mass or volume of the portion of the myocardium;
comparing the modeled volume-based supply capacity of the patient's coronary artery to the determined amount of blood demanded by the determined mass or volume;
generating a patient-specific simulation of blood flow through the patient-specific vascular model of at least the portion of the patient's coronary artery;
updating the patient-specific simulation of blood flow by modifying a parameter of the patient-specific simulation of blood flow based on the comparison; and
evaluating the patient based on the patient-specific simulation of blood flow.
10. The system of claim 9 , wherein evaluating the patient includes determining a disease state of the patient.
11. The system of claim 9 , wherein the comparison includes one or more of:
determining a difference between the modeled volume-based supply capacity of the patient's coronary artery and the determined amount of blood demanded, and
comparing the modeled volume-based supply capacity of the patient's coronary artery to a reference value, or comparing the determined amount of blood demanded to a reference value.
12. The system of claim 11 , wherein the comparison includes comparing the modeled volume-based supply capacity of the patient's coronary artery to a reference value determined from a population of patients, or comparing the determined amount of blood demanded to a reference value determined from a population of patients.
13. The system of claim 9 , wherein the system is further configured for:
receiving a second patient-specific vascular model representing coronary arterial vasculature downstream from the portion of the patient's coronary artery; and
determining an amount of blood supplied by the patient's coronary artery, based on the patient-specific vascular model and the second patient-specific vascular model.
14. The system of claim 13 , wherein the second patient-specific vascular model is generated based upon boundaries of a tissue associated with at least a portion of the patient's coronary artery.
15. The system of claim 9 , wherein the mass of the portion of the myocardium is calculated by measuring or computing a tissue density of the portion of the myocardium, and multiplying the tissue density by the volume of the portion of the myocardium.
16. A non-transitory computer readable medium for use on a computer system containing computer-executable programming instructions for performing a method of analyzing a relationship between a blood supply and a blood demand, the method comprising:
receiving a patient-specific vascular model of vessel geometry of at least a portion of a coronary artery of the patient's heart, wherein the patient-specific vascular model is generated from patient-specific image data of at least a portion of the patient's heart;
modeling a volume-based supply capacity of the patient's coronary artery based on the patient-specific vascular model, the volume-based supply capacity being the volume of the patient's coronary artery;
determining a mass or a volume of at least a portion of a myocardium receiving blood from the patient's coronary artery;
determining an amount of blood demanded by the determined mass or volume of the portion of the myocardium;
comparing the modeled volume-based supply capacity of the patient's coronary artery to the determined amount of blood demanded by the determined mass or volume;
generating a patient-specific simulation of blood flow through the patient-specific vascular model of at least the portion of the patient's coronary artery;
updating the patient-specific simulation of blood flow by modifying a parameter of the patient-specific simulation of blood flow based on the comparison; and
evaluating the patient based on the patient-specific simulation of blood flow.