Systems and methods for diagnosis, risk assessment, and/or virtual treatment assessment of visceral ischemia
Systems and methods are disclosed for diagnosis, risk assessment, and/or virtual treatment assessment of visceral ischemia and related disorders. One method includes receiving a patient-specific anatomic model of a patient's visceral vasculature, including visceral vasculature of the patient's visceral organs and bowel; determining a location in the patient-specific anatomic model of the patient's visceral vasculature; determining, for the location in the patient-specific anatomic model, a blood flow characteristic of blood flow through the location in the patient-specific anatomic model of the patient's visceral vasculature; determining a tissue region of the patient's bowel proximate the location in the patient-specific anatomic model of the patient's visceral vasculature; and generating an assessment of blood supply adequacy to the tissue region of the patient's bowel or generating a risk score for risk of disease for the patient's bowel, based on the determined blood flow characteristic and an expected blood flow characteristic associated with the tissue region of the patient's bowel.
1. A computer-implemented method of assessment of ischemia and related disorders, the method comprising:
receiving a non-invasive patient-specific three dimensional anatomic model including a portion of a patient's bowel;
receiving a patient physiological state, the physiological state being a state different from a resting state;
determining a blood flow demand of the portion of the patient's bowel modeled by the non-invasive patient-specific three dimensional anatomic model, based on a determined mass of the portion of the patient's bowel and the received physiological state of the patient;
performing a fluid simulation of a blood flow in the received patient-specific three dimensional anatomic model;
determining a blood flow characteristic of blood delivered to the portion of the patient's bowel using the fluid simulation, the determined blood flow demand, and a value of microvascular resistance based on the received physiological state;
determining adequacy of blood flow to the portion of the patient's bowel by comparing the determined blood flow characteristic with a threshold blood flow characteristic; and
generating and displaying (i) an assessment of blood supply adequacy based on the determined adequacy of blood flow, or (ii) a risk score defining a risk of disease of the patient's bowel, based on the comparison.
2. The computer-implemented method of claim 1 , wherein the blood flow characteristic includes one or more of blood pressure, flow rate, fractional flow reserve, or portal venous pressure.
3. The computer-implemented method of claim 1 , further comprising:
determining the blood flow demand based on an allometric relationship between blood flow and the determined mass of the portion of the patient's bowel.
4. The computer-implemented method of claim 3 , further including:
subdividing the non-invasive patient-specific three dimensional anatomic model into one or more bowel regions;
determining an association between a vessel of the patient's vasculature and at least one bowel region of the one or more bowel regions; and
determining blood flow adequacy for one or more locations of the portion of the patient's bowel distal to the at least one bowel region, based on a determined blood flow adequacy for the at least one bowel region.
5. The computer-implemented method of claim 1 , further comprising:
calculating the blood flow characteristic using a fluid simulation or using blood flow characteristics based on one or more other patients.
6. The computer-implemented method of claim 1 , wherein the value of microvascular resistance comprises resistance at a vessel outlet.
7. The computer-implemented method of claim 6 , further comprising:
modifying a geometry of the non-invasive patient-specific three dimensional anatomic model;
determining a modified blood flow characteristic at a location in the modified non-invasive patient-specific three dimensional anatomic model based on the modified non-invasive patient-specific three dimensional anatomic model; and
generating an updated assessment or display of blood supply adequacy to the patient's bowel, or
generating or displaying a risk score for risk of disease to one or more regions of the patient's bowel, based on the determined modified blood flow characteristic at the location in the modified non-invasive patient-specific three dimensional anatomic model.
8. The computer-implemented method of claim 1 , further comprising:
determining the risk score for risk of disease to one or more regions of the patient's bowel based on the assessment of blood supply adequacy to the patient's bowel, wherein the risk of disease includes risk of one or more of mesenteric ischemia, intestinal ischemia, ischemic colitis, abdominal pain, gangrene, bowel perforation, sepsis, stricture, and inflammatory conditions.
9. A system for assessment of ischemia and related disorders, the system comprising:
at least one data storage device storing instructions for assessment of ischemic colitis; and
at least one processor configured to execute the instructions to perform a method including:
receiving a non-invasive patient-specific three dimensional anatomic model including a portion of a patient's bowel;
receiving a patient physiological state, the physiological state being a state different from a resting state;
determining a blood flow demand of the portion of the patient's bowel modeled by the non-invasive patient-specific three dimensional anatomic model, based on a determined mass of the portion of the patient's bowel and the received physiological state of the patient;
performing a fluid simulation of a blood flow in the received patient-specific three dimensional anatomic model;
determining a blood flow characteristic of blood delivered to the portion of the patient's bowel using the fluid simulation, the determined blood flow demand, and a value of microvascular resistance based on the received physiological state;
determining adequacy of blood flow to the portion of the patient's bowel by comparing the determined blood flow characteristic with a threshold blood flow characteristic; and
generating and displaying (i) an assessment of blood supply adequacy based on the determined adequacy of blood flow, or (ii) a risk score defining a risk of disease of the patient's bowel, based on the comparison.
10. The system of claim 9 , wherein the blood flow characteristic includes one or more of blood pressure, flow rate, fractional flow reserve, or portal venous pressure.
11. The system of claim 9 , wherein the system is further configured for:
determining the blood flow demand based on an allometric relationship between blood flow and the determined mass of the portion of the patient's bowel.
12. The system of claim 11 , wherein the system is further configured for:
subdividing the non-invasive patient-specific three dimensional anatomic model into one or more bowel regions;
determining an association between a vessel of the patient's vasculature and at least one bowel region of the one or more bowel regions; and
determining blood flow adequacy for one or more locations of the portion of the patient's bowel distal to the at least one bowel region, based on a determined blood flow adequacy for the at least one bowel region.
13. The system of claim 9 , wherein the system is further configured for:
calculating the blood flow characteristic using a fluid simulation or using blood flow characteristics based on one or more other patients.
14. The system of claim 9 , wherein the value of microvascular resistance comprises resistance at a vessel outlet.
15. The system of claim 14 , wherein the system is further configured for:
modifying a geometry of the non-invasive patient-specific three dimensional anatomic model;
determining a modified blood flow characteristic at a location in the modified non-invasive patient-specific three dimensional anatomic model based on the modified non-invasive patient-specific three dimensional anatomic model; and
generating an updated assessment or display of blood supply adequacy to the patient's bowel, or
generating or displaying a risk score for risk of disease to one or more regions of the patient's bowel, based on the determined modified blood flow characteristic at the location in the modified non-invasive patient-specific three dimensional anatomic model.
16. The system of claim 9 , wherein the system is further configured for:
determining the risk score for risk of disease to one or more regions of the patient's bowel based on the assessment of blood supply adequacy to the patient's bowel, wherein the risk of disease may include risk of one or more of ischemic colitis, abdominal pain, gangrene, bowel perforation, sepsis, stricture, mesenteric ischemia, and inflammatory conditions.
17. A non-transitory computer readable medium for use on a computer system containing computer-executable programming instructions for performing a method of assessment of ischemia and related disorders, the method comprising:
receiving a non-invasive patient-specific three dimensional anatomic model including a portion of a patient's bowel;
receiving a patient physiological state, the physiological state being a state different from a resting state;
determining a blood flow demand of the portion of the patient's bowel modeled by the non-invasive patient-specific three dimensional anatomic model, based on a determined mass of the portion of the patient's bowel and the received physiological state of the patient;
performing a fluid simulation of a blood flow in the received patient-specific three dimensional anatomic model;
determining a blood flow characteristic of blood delivered to the portion of the patient's bowel using the fluid simulation, the determined blood flow demand, and a value of microvascular resistance based on the received physiological state;
determining adequacy of blood flow to the portion of the patient's bowel by comparing the determined blood flow characteristic with a threshold blood flow characteristic; and
generating and displaying (i) an assessment of blood supply adequacy based on the determined adequacy of blood flow, or (ii) a risk score defining a risk of disease of the patient's bowel based on the comparison.
18. The non-transitory computer readable medium of claim 17 , wherein the blood flow characteristic includes one or more of blood pressure, flow rate, fractional flow reserve, or portal venous pressure.
19. The non-transitory computer readable medium of claim 17 , the method further comprising:
determining the blood flow demand based on an allometric relationship between blood flow and the determined mass of the portion of the patient's bowel.
20. The non-transitory computer readable medium of claim 19 , the method further comprising:
subdividing the non-invasive patient-specific three dimensional anatomic model into one or more bowel regions;
determining an association between a vessel of the patient's vasculature and at least one bowel region of the one or more bowel regions; and
determining blood flow adequacy for one or more locations of the portion of the patient's bowel distal to the at least one bowel region, based on a determined blood flow adequacy for the at least one bowel region.