Cardiac cycle-based diagnostic systems and methods
In part, the disclosure relates to computer-based methods, and systems suitable for evaluating a cardiac system using a diagnostic metric such as a pressure value-based ratio. Selection of a subset or portion of a cardiac cycle is avoided in one embodiment to increase reliability and usability of a diagnostic ratio and parameters described herein. In one embodiment, a minimum or a relative extrema of a series of diagnostic metrics plotted on a per cycle basis are used to inform diagnosis of a stenosis or other intravascular event or phenomena.
1. A method of determining one or more diagnostic metrics to assess a blood vessel using intravascular data comprising:
sampling a sensor of an intravascular data collection probe disposed in the blood vessel at a sampling rate during a pullback of the intravascular data collection probe through the blood vessel to obtain a plurality of sampled distal pressure (Pd) values;
receiving, at an intravascular data processing system, the plurality of sampled distal pressure (Pd) values and a plurality of proximal pressure (Pa) values;
determining, using the intravascular data processing system, a plurality of sets of Pd/Pa ratios based on the plurality of sampled distal pressure (Pd) values and the plurality of proximal pressure (Pa) values, wherein each of the plurality of sets of Pd/Pa ratios includes Pd/Pa ratios that are determined through an entirety of one heart cycle;
determining, using the intravascular data processing system, a plurality of minimum Pd/Pa ratios, wherein each of the minimum Pd/Pa ratios is a minimum within one of the sets of Pd/Pa ratios over the entirety of the corresponding heart cycle; and
controlling a display system to generate a plot of the plurality of minimum Pd/Pa ratios that change over time during the pullback.
2. The method of claim 1 , further comprising, before determining the plurality of minimum Pd/Pa ratios, filtering the plurality of sets of Pd/Pa ratios using a filter having a time constant, wherein the time constant is in a range of 1% to 50% of a heart cycle length.
3. The method of claim 1 , wherein the plot comprises a discrete point for each of the plurality of minimum Pd/Pa ratios.
4. The method of claim 1 further comprising:
identifying a change in the plurality of minimum Pd/Pa ratios as an indication of a stenosis in the blood vessel.
5. The method of claim 1 further comprising displaying a user interface comprising the plot.
6. The method of claim 5 wherein the user interface further comprises at least one of a FFR value, a Pd value, a Pa value, a Pa moving average, a Pd moving average, or an intravascular image.
7. The method of claim 1 , wherein the plot comprises a time varying graph of the plurality of minimum Pd/Pa ratios, and the method further comprises controlling the display system to display an indication of an overall minimum Pd/Pa ratio.
8. The method of claim 1 , wherein the plot of the plurality of minimum Pd/Pa ratios comprises a curve showing a moving average of the plurality of minimum Pd/Pa ratios.
9. An intravascular data analysis system to assess a blood vessel comprising:
an interface system configured to receive intravascular pressure data including a plurality of distal pressure (Pd) values measured by an intravascular data collection probe and a plurality of proximal pressure (Pa) values during a pullback of the intravascular data collection probe through the blood vessel;
a display system;
one or more memory storage devices comprising instructions; and
a processor in communication with the interface system, the display system, and the one or more memory storage devices, wherein the processor is configured to execute the instructions to:
determine a plurality of sets of Pd/Pa ratios based on the plurality of distal pressure (Pd) values and the plurality of proximal pressure (Pa) values, wherein each of the plurality of sets of Pd/Pa ratios includes Pd/Pa ratios that are determined through an entirety of one heart cycle,
determine a plurality of minimum Pd/Pa ratios, wherein each of the minimum Pd/Pa ratios is a minimum within one of the sets of Pd/Pa ratios over the entirety of the corresponding heart cycle, and
control the display system to generate a plot of the plurality of minimum Pd/Pa ratios that change over time during the pullback.
10. The system of claim 9 , wherein the processor is configured to, before determining the plurality of minimum Pd/Pa ratios, filter the plurality of sets of Pd/Pa ratios using a filter having a time constant, wherein the time constant is in a range of 1% to 50% of a heart cycle length.
11. The system of claim 9 , wherein the plot comprises a time varying graph of the plurality of minimum Pd/Pa ratios, and the processor is further configured to execute the instructions to control the display system to display an indication of an overall minimum Pd/Pa ratio.
12. The system of claim 9 , wherein the plot comprises a discrete point for each of the plurality of minimum Pd/Pa ratios.
13. The system of claim 9 , wherein the processor is further configured to execute the instructions to track changes in the plurality of minimum Pd/Pa ratios during the pullback to identify a location of a stenosis in the blood vessel.
14. The system of claim 9 , wherein the processor is further configured to execute the instructions to display a user interface comprising the plot.
15. The system of claim 9 , wherein the processor is further configured to execute the instructions to:
identify a change in the plurality of minimum Pd/Pa ratios as an indication of a stenosis in the blood vessel.
16. The system of claim 14 , wherein the user interface further comprises at least one of a FFR value, a Pd value, a Pa value, a Pa moving average, a Pd moving average, or an intravascular image.
17. The system of claim 9 , wherein the plot of the plurality of minimum Pd/Pa ratios comprises a curve showing a moving average of the plurality of minimum Pd/Pa ratios.
18. A method of determining one or more diagnostic metrics to assess a blood vessel using intravascular data comprising:
sampling a sensor of an intravascular data collection probe disposed in the blood vessel at a sampling rate to obtain a plurality of sampled distal pressure (Pd) values;
receiving, at an intravascular data processing system, the plurality of sampled distal pressure (Pd) values and a plurality of proximal pressure (Pa) values;
determining, using the intravascular data processing system, a plurality of sets of Pd/Pa ratios based on the plurality of sampled distal pressure (Pd) values and the plurality of proximal pressure (Pa) values, wherein each of the plurality of sets of Pd/Pa ratios includes Pd/Pa ratios that are determined through an entirety of one heart cycle;
filtering the plurality of sets of Pd/Pa ratios using a filter having a time constant, wherein the time constant is in a range of 1% to 50% of a heart cycle length;
after the filtering, determining, using the intravascular data processing system, a plurality of minimum Pd/Pa ratios, wherein each of the minimum Pd/Pa ratios is a minimum within one of the sets of Pd/Pa ratios over the entirety of the corresponding heart cycle; and
controlling a display system to generate a plot of the plurality of minimum Pd/Pa ratios over time.
19. A method of determining one or more diagnostic metrics to assess a blood vessel using intravascular data comprising:
sampling a sensor of an intravascular data collection probe disposed in the blood vessel at a sampling rate to obtain a plurality of sampled distal pressure (Pd) values;
receiving, at an intravascular data processing system, the plurality of sampled distal pressure (Pd) values and a plurality of proximal pressure (Pa) values;
determining, using the intravascular data processing system, a plurality of sets of Pd/Pa ratios based on the plurality of sampled distal pressure (Pd) values and the plurality of proximal pressure (Pa) values, wherein each of the plurality of sets of Pd/Pa ratios includes Pd/Pa ratios that are determined through an entirety of one heart cycle;
determining, using the intravascular data processing system, a plurality of minimum Pd/Pa ratios, wherein each of the minimum Pd/Pa ratios is a minimum within one of the sets of Pd/Pa ratios over the entirety of the corresponding heart cycle;
controlling a display system to generate a plot of the plurality of minimum Pd/Pa ratios over time
monitoring the plurality of minimum Pd/Pa ratios over a time period T; and
identifying a change in the plurality of minimum Pd/Pa ratios as an indication of a stenosis in the blood vessel.
20. An intravascular data analysis system to assess a blood vessel comprising:
an interface system configured to receive intravascular pressure data including a plurality of distal pressure (Pd) values measured by an intravascular data collection probe and a plurality of proximal pressure (Pa) values;
a display system;
one or more memory storage devices comprising instructions; and
a processor in communication with the interface system, the display system, and the one or more memory storage devices, wherein the processor is configured to execute the instructions to:
determine a plurality of sets of Pd/Pa ratios based on the plurality of distal pressure (Pd) values and the plurality of proximal pressure (Pa) values, wherein each of the plurality of sets of Pd/Pa ratios includes Pd/Pa ratios that are determined through an entirety of one heart cycle,
filter the plurality of sets of Pd/Pa ratios using a filter having a time constant, wherein the time constant is in a range of 1% to 50% of a heart cycle length;
after the filtering, determine a plurality of minimum Pd/Pa ratios, wherein each of the minimum Pd/Pa ratios is a minimum within one of the sets of Pd/Pa ratios over the entirety of the corresponding heart cycle, and
control the display system to generate a plot of the plurality of minimum Pd/Pa ratios over time.