Method of deriving central aortic systolic pressure values and method for analysing an arterial dataset to derive the same

• US 8,657,753 B2
• Filed: 12/05/2008
• Issued: 02/25/2014
• Est. Priority Date: 12/05/2008
• Status: Active Grant

• Current Assignee: HealthSTATS International Pte Ltd.
• Original Assignee: HealthSTATS International Pte Ltd.
• Inventors: Ting, Choon Meng, Chua, Ngak Hwee, Peh, Wee Leng
• Primary Examiner(s): Natnithithadha, Navin
• Assistant Examiner(s): WEARE, MEREDITH H
• Application Number:
  US13/132,410
• Publication Number:
  US 20110230773A1
• Time in Patent Office: 1,908 Days
• Field of Search: 600/485, 600/481
• US Class Current: 600/485
• CPC Class Codes: A61B 5/021 Measuring pressure in heart or blood vessels A61B5/0205 takes precedence
• CPC Class Codes: A61B 5/02108 from analysis of pulse wave characteristics

Abstract

A method, system and computer readable medium for deriving central aortic systolic pressure by reversing the order of a set of predetermined number of blood pressure measurements to obtain a reversed blood pressure set; averaging the reversed blood pressure set such that the average set represents a moving average waveform; overlaying the reversed blood pressure set and the moving average waveform; identifying a point of intersection on the reversed arterial waveform and the moving average waveform, and setting the central aortic systolic pressure as a reversed blood pressure value in the reversed blood pressure set nearest to the point of intersection.

Claims

1. A method of deriving a central aortic systolic pressure, the method comprising:

utilizing a processor configured to;

a. obtain a set of predetermined number of blood pressure measurements representative of an arterial waveform;

b. reverse an order of the set of predetermined number of blood pressure measurements to obtain a reversed blood pressure set, the reversed blood pressure set representative of a reversed arterial waveform according to the following formula;

rbp[1 . . . n]=bp[n . . . 1]

wherein;

bp represents the set of blood pressure measurements

rbp represents the set of reversed blood pressure measurements

and n represents the predetermined number;

c. determine an integer interval value;

d. average a series of consecutive reversed blood pressure measurement readings in the reversed blood pressure set equal to the integer interval value commencing from an q^th reversed blood pressure measurement in the reversed blood pressure set;

e. storing the averaged value in an average set;

f. repeat steps d and e with the value of q commencing at 1 and being incremented by 1 each time until the value of q plus the integer interval value equals the predetermined number of blood pressure measurements in the set such that the average set of values represents a moving average waveform;

g. identify a point of intersection of the reversed arterial waveform and the moving average waveform, and

h. set the central aortic systolic pressure (CASP_final) as a reversed blood pressure value CASP_A in the reversed blood pressure set nearest to the point of intersection.

2. The method according to claim 1, wherein the step h further comprises the steps of locating two points (CASP_A1 and CASP_A2) on the reversed arterial waveform adjacent to the point CASP_A;

the CASP_final determined according to the formula;

CASP_final=(CASP_A1+CASP_A2+CASP_A)/3.

3. The method according to claim 1, wherein the set of blood pressure measurements substantially equates to a uniform distribution of values from the arterial waveform.

4. The method according to claim 3, wherein the processor is further configured to determine the duration of the arterial waveform and where the predetermined number of blood pressure measurement is determined according to the following formula:

Predetermined number=sr×

t

wherein

sr=the sample rate, in Hz, of a measuring device used to record the blood pressure measurements in the set; and

t=the duration of the arterial waveform in seconds.

5. The method according to claim 4, wherein the integer interval value is a division of the sample rate.

6. The method according to claim 5, wherein the integer interval value is the sample rate divided by 5.

7. The method according to claim 1, wherein the integer interval value is a division of the predetermined number.

8. The method according to claim 7, wherein the integer interval value is within a range the boundaries of which are determined as follows:

i_range=n/(t×

v)±

(n/(t×

30))

wherein

n is the predetermined number of blood pressure measurements in the set;

t is the duration of the waveform (in seconds); and

v is a predetermined division value.

9. The method according to claim 8, wherein the predetermined division value is 5.

10. The method according to claim 1, wherein the integer interval value is equal to 60 divided by a predetermined division value.

11. The method according to claim 10, wherein the integer interval value (i) is 12.

12. The method according to claim 1, wherein the predetermined number of blood pressure measurements in the set is equal to or greater than 12.

13. The method according to claim 12, wherein the predetermined number of blood pressure measurements in the set is at least 15.

14. A method of analysing arterial waveform data to derive a central aortic systolic pressure value, the method comprising:

utilizing a processor configured to;

a) receive an arterial waveform dataset;

b) divide the arterial waveform in the arterial waveform dataset into a representative set of blood pressure measurements having a predetermined number of measurements;

c) reverse an order of the set of blood pressure measurements having the predetermined number of measurements to obtain a reversed blood pressure measurements set, the reversed blood pressure set representative of a reversed arterial waveform according to the following formula;

rbp[1 . . . n]=bp[n . . . 1]

wherein;

bp represents the set of blood pressure measurements

rbp represents the set of reversed blood pressure measurements

and n is the predetermined number;

d) determine an integer interval value for the set being processed;

e) average a series of consecutive reversed blood pressure measurement readings in the set equal to the integer interval value commencing from a q^th reversed blood pressure measurement in the set;

f) store the averaged value in an average dataset;

the average dataset representative of a moving average waveform;

g) identify a point of intersection on the reversed arterial waveform and the moving average waveform, and

h) set the central aortic systolic pressure (CASP_final) as the reversed blood pressure value CASP_A in the reversed blood pressure set nearest to the point of intersection;

wherein steps b. through h. are repeated for each arterial waveform in the arterial waveform dataset and, for each such repetition, steps e. and f. are further repeated with the value of q commencing at 1 and being incremented by 1 each time until the value of q plus the integer interval value equals the predetermined number of reversed blood pressure measurements in the set being processed.

15. The method according to claim 14 wherein the step h further comprises the steps of locating two points (CASP_A1 and CASP_A2) on the arterial waveform adjacent to the point CASP_A;

the CASP_final determined according to the formula;

CASP_final=(CASP_A1+CASP_A2+CASP_A)/3.

16. The method of deriving the central aortic systolic pressure according to claim 14, wherein the integer interval value is equal to 60 divided by a predetermined division value.

17. The method of deriving the central aortic systolic pressure according to claim 16, wherein the integer interval value is 12.

18. The method of analysing arterial waveform data to derive the central aortic systolic pressure value according to claim 14, wherein the predetermined number of blood pressure measurements in the set is equal to or greater than 12.

19. The method of analysing arterial waveform data to derive the central aortic systolic pressure value according to claim 18, wherein the predetermined number of blood pressure measurements in the set is at least 15.

20. A method of analysing arterial waveform data to derive a central aortic systolic pressure value, the method comprising:

utilizing a processor configured to;

a) receive an arterial waveform dataset, where each arterial waveform in the arterial waveform dataset comprises a representative set of blood pressure measurements having a predetermined number of measurements;

b) reverse an order of the representative set of blood pressure measurements to obtain a reversed blood pressure set, the reversed blood pressure set representative of a reversed arterial waveform according to the following formula;

rbp[1 . . . n]=bp[n . . . 1]

wherein;

bp represents the set of blood pressure measurements

rbp represents the set of reversed blood pressure measurements

and n is the predetermined number;

c) determine an integer interval value for the set being processed;

d) average a series of consecutive reversed blood pressure measurement readings in the reversed blood pressure set equal to the integer interval value commencing from a q^th reversed blood pressure measurement in the set;

e) store the averaged value in an average dataset, the average dataset representative of a moving average waveform;

f) identify a point of intersection on the reversed blood pressure set and the moving average waveform, and

g) set the central aortic systolic pressure (CASP_final) as the reversed blood pressure value CASP_A in the reversed blood pressure set nearest to the point of intersection,

wherein steps b. through g. are repeated for each arterial waveform in the arterial waveform dataset and, for each such repetition, steps d. and e. are further repeated with the value of q commencing at 1 and being incremented by 1 each time until the value of q plus the integer interval value equals the predetermined number of blood pressure measurements in the set being processed.

21. The method according to claim 20, where the step g further comprises the steps of locating two points (CASP_A1 and CASP_A2) on the reversed blood pressure set adjacent to the point CASP_A;

the CASP_final determined according to the formula;

CASP_final=(CASP_A1+CASP_A2+CASP_A)/3.

22. The method according to claim 20, wherein the predetermined number of blood pressure measurements for at least one arterial waveform in the dataset differs from the predetermined number of blood pressure measurements for the other arterial waveforms in the dataset.

23. The method according to claim 20, where the set of blood pressure measurements substantially equates to a uniform distribution of values from the arterial waveform.

24. The method according to claim 23, wherein the processor is further configured to determine the duration of the arterial waveform and where the predetermined number of blood pressure measurement is determined according to the following formula:

Predetermined number=sr×

t

wherein

sr=the sample rate, in Hz, f a measuring device used to record the blood pressure measurements in the set; and

t=the duration of the arterial waveform.

25. The method according to claim 20, wherein the integer interval value is a division of the sample rate.

26. The method according to claim 25, wherein the integer interval value is the sample rate divided by 5.

27. The method according to claim 20, wherein the integer interval value is a division of the predetermined number.

28. The method according to claim 27, wherein the integer interval value is within a range the boundaries of which are determined as follows:

i_range=n/(t×

v)±

(n/(t×

30))

wherein

n is the predetermined number of blood pressure measurements in the set;

t is the duration of the waveform (in seconds); and

v is a predetermined division value.

29. The method according to claim 28, wherein the predetermined division value is 5.

30. A system for deriving a central aortic systolic pressure comprising:

an arterial waveform measuring device; and

a processing unit,

wherein, the arterial waveform measuring device takes a blood pressure measurement at predetermined intervals until at least one arterial waveform is represented by the set of blood pressure measurements taken, the set of blood pressure measurements representative of one arterial waveform then being communicated to the processing unit which;

a) reverses the order of the blood pressure set to obtain a reversed blood pressure set, the reversed blood pressure set representative of a reversed arterial waveform determined according to the following formula;

rbp[1 . . . n]=bp[n . . . 1]

wherein;

bp represents the set of blood pressure measurements

rbp represents the set of reversed blood pressure measurements

and n is a predetermined number;

b) determines an integer interval value;

c) averages a series of consecutive reversed blood pressure measurement readings in a reversed blood pressure set equal to the integer interval value commencing from a q^th reversed blood pressure measurement in the reversed blood pressure set;

d) stores the averaged value in an average set; and

e) identifies a point of intersection on the reversed blood pressure set and the average set, and

f) sets the central aortic systolic pressure (CASP_final) as the reversed blood pressure value CASP_A in the reversed blood pressure set nearest to the point of intersection;

wherein steps c. and d. are repeated with the value of q commencing at 1 and being incremented by 1 each time until the value of q plus the integer interval value equals the number of blood pressure measurements in the set.

31. The system according to claim 30 wherein the step f further comprises the steps of locating two points (CASP_A1 and CASP_A2) on the reversed arterial waveform adjacent to the point CASP_A;

the CASP_final determined according to the formula;

CASP_final=(CASP_A1+CASP_A2+CASP_A)/3.

32. A non-transitory computer readable medium having software recorded thereon to derive a central aortic systolic pressure, the software comprising:

a means for reversing the order of a set having a predetermined number of blood pressure measurements to obtain a set of reversed blood pressure measurements, the reversed blood pressure measurements representative of a reversed arterial waveform determined according to the following formula;

rbp[1 . . . n]=bp[n . . . 1]

wherein;

bp represents the set of blood pressure measurements

rbp represents the set of reversed blood pressure measurements

and n is the predetermined number;

a first storing means for storing the predetermined number of reversed blood pressure measurements in a reversed blood pressure set;

means for determining an integer interval value;

averaging means to average a series of consecutive reversed blood pressure measurement readings in the reversed blood pressure set equal to the integer interval value commencing from a q^th blood pressure measurement in the set;

a second storing means for storing the averaged value in an average set;

the average set representative of an average waveform;

an identification means for identifying a point of intersection on the reversed arterial waveform and the average waveform, and

a result means for setting the central aortic systolic pressure (CASP_final) as the reversed blood pressure value CASP_A in the reversed blood pressure set nearest to the point of intersection;

wherein the functions of the averaging means and the second storing means are repeated with the value of q commencing at 1 and being incremented by 1 each time until the value of q plus the integer interval value equals the predetermined number of blood pressure measurements in the set.

33. The computer readable medium according to claim 32, wherein the results means further comprises the steps of locating two points (CASP_A1 and CASP_A2) on the reversed arterial waveform adjacent to the point CASP_A;

the CASP_final determined according to the formula;

CASP_final=(CASP_A1+CASP_A2+CASP_A)/3.

34. A non-transitory computer readable medium having software recorded thereon to analyse arterial waveform data to derive a central aortic systolic pressure value comprising, the software comprising:

communication means for receiving an arterial waveform dataset set means for dividing the arterial waveform in the arterial waveform dataset into a representative set of blood pressure measurements having a predetermined number;

means for reversing the order of the predetermined number of blood pressure measurements to obtain a set of reversed blood pressure measurements, the reversed blood pressure measurements representative of a reversed arterial waveform determined according to the following formula;

rbp[1 . . . n]=bp[n . . . 1]

wherein;

bp represents the set of blood pressure measurements

rbp represents the set of reversed blood pressure measurements

and n is the predetermined number;

interval means for determining an integer interval value for the reversed blood pressure set being processed;

averaging means for averaging a series of consecutive reversed blood pressure measurement readings in the reversed blood pressure set equal to the integer interval value commencing from the f^th reversed blood pressure measurement in the set;

first storing means for storing the averaged value in an average set;

an identification means for identifying a point of intersection on the reversed arterial waveform and the average waveform,

a result means for setting the central aortic systolic pressure (CASP_final) as the reversed blood pressure value CASP_A in the reversed blood pressure set nearest to the reversed blood pressure value at the point of intersection; and

a second storing means for storing the CASP_final values at a position corresponding to the position the arterial waveform being processed occupies in the arterial waveform dataset,

wherein the functions of the set means, interval means, averaging means, first storing means and second storing means are repeated for each arterial waveform in the arterial waveform dataset and, for each such repetition, the functions of the averaging means and first storing means are further repeated with the value of f commencing at 1 and being incremented by 1 each time until the value of f plus the integer interval value equals the predetermined number of blood pressure measurements in the set being processed.

35. The computer readable medium according to claim 34, wherein the results means further comprises the steps of locating two points (CASP_A1 and CASP_A2) on the reversed arterial waveform adjacent to the point CASP_A;

the CASP_final determined according to the formula;

CASP_final=(CASP_A1+CASP_A2+CASP_A)/3.

36. A non-transitory computer readable medium having software recorded thereon to analyse arterial waveform data to derive a central aortic systolic pressure value, the software comprising:

communication means for receiving an arterial waveform dataset, where each arterial waveform in the dataset comprises a representative set of blood pressure measurements having a predetermined number;

means for reversing the order of the predetermined number of blood pressure measurements to obtain a set of reversed blood pressure measurements, the reversed blood pressure measurements representative of a reversed arterial waveform determined according to the following formula;

rbp[1 . . . n]=bp[n . . . 1]

wherein;

bp represents the set of blood pressure measurements

rbp represents the set of reversed blood pressure measurements

and n is the predetermined number;

interval means for determining an integer interval value for the reversed blood pressure set being processed;

averaging means for averaging a series of consecutive reversed blood pressure measurement readings in the set equal to the integer interval value commencing from a q^th reversed blood pressure measurement in the set;

first storing means for storing the averaged value in an average set;

an identification means for identifying a point of intersection on the reversed arterial waveform and the average waveform;

a result means for setting the central aortic systolic pressure (CASP_final) as the reversed blood pressure value CASP_A in the reversed blood pressure set nearest to the point of intersection; and

a second storing means for storing the CASP_final value

wherein the functions of the interval means, averaging means, first storing means and second storing means are repeated for each arterial waveform in the arterial waveform dataset and, for each such repetition, the functions of the averaging means and first storing means are further repeated with the value of q commencing at 1 and being incremented by 1 each time until the value of q plus the integer interval value equals the predetermined number of blood pressure measurements in the set being processed.

37. The computer readable medium according to claim 36, wherein the results means further comprises the steps of locating two points (CASP_A1 and CASP_A2) on the reversed arterial waveform adjacent to the point CASP_A;

the CASP_final determined according to the formula;

CASP_final=(CASP_A1+CASP_A2+CASP_A)/3.