Systems and methods for vessel reactivity to guide diagnosis or treatment of cardiovascular disease
Systems and methods are disclosed for using vessel reactivity to guide diagnosis or treatment for cardiovascular disease. One method includes receiving a patient-specific vascular model of a patient's anatomy, including at least one vessel of the patient; determining, by measurement or estimation, a first vessel size at one or more locations of a vessel of the patient-specific vascular model at a first physiological state; determining a second vessel size at the one or more locations of the vessel of the patient-specific vascular model at a second physiological state using a simulation or learned information; comparing the first vessel size to the corresponding second vessel size; and estimating a characteristic of the vessel of the patient-specific vascular model based on the comparison.
1. A computer-implemented method of treatment selection using vessel size determination, the method comprising:
receiving image data of one or more blood vessels of a patient, the image data being obtained while the patient's body is at an initial physiological state;
generating a patient-specific vascular model of a patient's anatomy, including at least one vessel of the patient from the image data obtained while the patient's body is at the initial physiological state;
determining, by measurement or estimation, an initial vessel size at one or more locations of a vessel of the patient-specific vascular model at an initial physiological state;
for each of a plurality of altered physiological states:
generating a computational model of a mechanical response of a portion of a vessel wall of the patient-specific vascular model at the altered physiological state, the altered physiological state being caused by a change from the initial physiological state at a location other than the location of the portion of the vessel wall, and the mechanical response of the portion of the vessel wall including at least one of a response to a change in blood flow associated with the altered physiological state, a response to a change in blood pressure on the vessel wall associated with the altered physiological state, or a response to medication associated with the altered physiological state; and
determining, based on the determined mechanical response of the vessel wall at the altered physiological state, an altered vessel size at a location of the patient-specific vascular model corresponding to the location of the determined initial vessel size, the altered vessel size being associated with the altered physiological state;
comparing the altered vessel sizes associated with each of the plurality of the altered physiological states with one another; and
selecting a treatment for the patient based on the comparison.
2. The computer-implemented method of claim 1 , further comprising:
determining an initial vessel resistance at a location in a blood vessel of the one or more blood vessels at the initial physiological state; and
for each of the plurality of altered physiological states:
determining an altered vessel resistance at the location in the blood vessel of the one or more blood vessels at the altered physiological state; and
determining the mechanical response based on a difference between the initial vessel resistance and the altered vessel resistance.
3. The computer-implemented method of claim 1 , further comprising:
for each of the plurality of altered physiological states, calculating a value of vessel reactivity based on the mechanical response.
4. The computer-implemented method of claim 1 , wherein each of the plurality of altered physiological states includes a treatment-induced physiological state.
5. The computer-implemented method of claim 1 , wherein the initial physiological state includes a resting patient state.
6. The computer-implemented method of claim 1 , wherein each of the plurality of altered physiological states includes a hyperemic state, an exercise state, a postprandial state, a gravitational state, an emotional stress state, a state of hypertension, a medicated state, or a combination thereof.
7. The computer-implemented method of claim 1 , wherein the at least one vessel includes a peripheral artery.
8. The computer-implemented method of claim 1 , further comprising:
for each of the plurality of altered physiological states, determining a blood flow characteristic associated with the altered physiological state using the determined model of the mechanical response of the vessel wall; and
comparing the determined blood flow characteristics associated with each of the plurality of altered physiological states with one another, wherein the step of selecting a treatment for the patient is further based on the comparison of the determined blood flow characteristics.
9. A system for treatment selection using vessel size determination, the system comprising:
a data storage device storing instructions for using vessel reactivity in diagnosing or treating disease; and
a processor configured to execute the instructions to perform a method including:
receiving image data of one or more blood vessels of a patient, the image data being obtained while the patient's body is at an initial physiological state;
generating a patient-specific vascular model of a patient's anatomy, including at least one vessel of the patient from the image data obtained while the patient's body is at the initial physiological state;
determining, by measurement or estimation, an initial vessel size at one or more locations of a vessel of the patient-specific vascular model at an initial physiological state;
for each of a plurality of altered physiological states:
generating a computational model of a mechanical response of a portion of a vessel wall of the patient-specific vascular model at the altered physiological state, the altered physiological state being caused by a change from the initial physiological state at a location other than the location of the portion of the vessel wall, and the mechanical response of the portion of the vessel wall including at least one of a response to a change in blood flow associated with the altered physiological state, a response to a change in blood pressure on the vessel wall associated with the altered physiological state, or a response to medication associated with the altered physiological state; and
determining, based on the determined mechanical response of the vessel wall at the altered physiological state, an altered vessel size at a location of the patient-specific vascular model corresponding to the location of the determined initial vessel size, the altered vessel size being associated with the altered physiological state;
comparing the altered vessel sizes associated with each of the plurality of the altered physiological states with one another; and
selecting a treatment for the patient based on the comparison.
10. The system of claim 9 , wherein the system is further configured for:
determining an initial vessel resistance at a location in a blood vessel of the one or more blood vessels at the initial physiological state; and
for each of the plurality of altered physiological states:
determining an altered vessel resistance at the location in the blood vessel of the one or more blood vessels at the altered physiological state; and
determining the mechanical response based on a difference between the initial vessel resistance and the altered vessel resistance.
11. The system of claim 9 , wherein the system is further configured for:
for each of the plurality of altered physiological states, calculating a value of vessel reactivity based on the mechanical response.
12. The system of claim 9 , wherein each of the plurality of altered physiological states includes a treatment-induced physiological state.
13. The system of claim 9 , wherein the initial physiological state includes a resting patient state.
14. The system of claim 9 , wherein each of the plurality of altered physiological states includes a hyperemic state, an exercise state, a postprandial state, a gravitational state, an emotional stress state, a state of hypertension, a medicated state, or a combination thereof.
15. The system of claim 9 , wherein the at least one vessel includes a peripheral artery.
16. The system of claim 9 , wherein the system is further configured for:
for each of the plurality of altered physiological states, determining a blood flow characteristic associated with the altered physiological state using the determined model of the mechanical response of the vessel wall; and
comparing the determined blood flow characteristics associated with each of the plurality of altered physiological states with one another, wherein the step of selecting a treatment for the patient is further based on the comparison of the determined blood flow characteristics.
17. A non-transitory computer readable medium for use on a computer system containing computer-executable programming instructions for performing a method of treatment selection using vessel size determination, the method comprising:
receiving image data of one or more blood vessels of a patient, the image data being obtained while the patient's body is at an initial physiological state;
generating a patient-specific vascular model of a patient's anatomy, including at least one vessel of the patient from the image data obtained while the patient's body is at the initial physiological state;
determining, by measurement or estimation, a first an initial vessel size at one or more locations of a vessel of the patient-specific vascular model at a first an initial physiological state;
for each of a plurality of altered physiological states:
generating a computational model of a mechanical response of a portion of a vessel wall of the patient-specific vascular model at the altered physiological state, the altered physiological state being caused by a change from the initial physiological state at a location other than the location of the portion of the vessel wall, and the mechanical response of the portion of the vessel wall including at least one of a response to a change in blood flow associated with the altered physiological state, a response to a change in blood pressure on the vessel wall associated with the altered physiological state, or a response to medication associated with the altered physiological state; and
determining, based on the determined mechanical response of the vessel wall at the altered physiological state, an altered vessel size at a location of the patient-specific vascular model corresponding to the location of the determined initial vessel size, the altered vessel size being associated with the altered physiological state;
comparing the altered vessel sizes associated with each of the plurality of the altered physiological states with one another; and
selecting a treatment for the patient based on the comparison.
18. The non-transitory computer readable medium of claim 17 , the method further comprising:
determining an initial vessel resistance at a location in a blood vessel of the one or more blood vessels at the initial physiological state; and
for each of the plurality of altered physiological states:
determining an altered vessel resistance at the location in the blood vessel of the one or more blood vessels at the altered physiological state; and
determining the mechanical response based on a difference between the initial vessel resistance and the altered vessel resistance.
19. The non-transitory computer readable medium of claim 17 , the method further comprising:
for each of the plurality of altered physiological states, calculating a value of vessel reactivity based on the mechanical response.
20. The non-transitory computer readable medium of claim 17 , wherein each of the plurality of altered physiological states includes a treatment-induced physiological state.