WO1999064108A1 - Heart rate variability as an indicator of exercise capacity - Google Patents
Heart rate variability as an indicator of exercise capacity Download PDFInfo
- Publication number
- WO1999064108A1 WO1999064108A1 PCT/US1999/012588 US9912588W WO9964108A1 WO 1999064108 A1 WO1999064108 A1 WO 1999064108A1 US 9912588 W US9912588 W US 9912588W WO 9964108 A1 WO9964108 A1 WO 9964108A1
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- WO
- WIPO (PCT)
- Prior art keywords
- patient
- mode
- time
- intervals
- therapy
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Classifications
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61N—ELECTROTHERAPY; MAGNETOTHERAPY; RADIATION THERAPY; ULTRASOUND THERAPY
- A61N1/00—Electrotherapy; Circuits therefor
- A61N1/18—Applying electric currents by contact electrodes
- A61N1/32—Applying electric currents by contact electrodes alternating or intermittent currents
- A61N1/36—Applying electric currents by contact electrodes alternating or intermittent currents for stimulation
- A61N1/362—Heart stimulators
- A61N1/365—Heart stimulators controlled by a physiological parameter, e.g. heart potential
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61N—ELECTROTHERAPY; MAGNETOTHERAPY; RADIATION THERAPY; ULTRASOUND THERAPY
- A61N1/00—Electrotherapy; Circuits therefor
- A61N1/18—Applying electric currents by contact electrodes
- A61N1/32—Applying electric currents by contact electrodes alternating or intermittent currents
- A61N1/36—Applying electric currents by contact electrodes alternating or intermittent currents for stimulation
- A61N1/362—Heart stimulators
- A61N1/3627—Heart stimulators for treating a mechanical deficiency of the heart, e.g. congestive heart failure or cardiomyopathy
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61N—ELECTROTHERAPY; MAGNETOTHERAPY; RADIATION THERAPY; ULTRASOUND THERAPY
- A61N1/00—Electrotherapy; Circuits therefor
- A61N1/18—Applying electric currents by contact electrodes
- A61N1/32—Applying electric currents by contact electrodes alternating or intermittent currents
- A61N1/36—Applying electric currents by contact electrodes alternating or intermittent currents for stimulation
- A61N1/362—Heart stimulators
- A61N1/365—Heart stimulators controlled by a physiological parameter, e.g. heart potential
- A61N1/36592—Heart stimulators controlled by a physiological parameter, e.g. heart potential controlled by the heart rate variability
Definitions
- This invention relates generally to a method and apparatus for assessing patient well-being, and more particularly to a method and apparatus for indirectly determining a patient ' s peak oxygen uptake ( 02 MAX ) by measuring his/her heart rate variability (HRV) .
- HRV i.e., the beat-to-beat variance in sinus cycle length over a period of time
- HRV the beat-to-beat variance in sinus cycle length over a period of time
- an estimation of a patient's maximum oxygen uptake can be derived by the following method:
- a patient's ECG waveform is sensed and recorded over a 24-hour period.
- the whole 24-hour recording is not possible. Instead, the R-R interval is calculated in real time (on the fly) .
- the recording is then analyzed and a determination is made as to the average length of normal RR intervals in 288 five- minute intervals. When the standard deviation of the 288 averages is computed, it yields an index exhibiting a high correlation with the patient's peak oxygen consumption.
- the length of RR intervals in the recorded ECG waveform during a plurality of time segments of a predetermined length are measured and the absolute value of the time difference between successive RR intervals is determined.
- the information arrived at can be utilized in assessing the efficacy of a given mode of drug therapy or electrical cardiac stimulation on a patient's exercise capacity.
- improvements in a patient's peak oxygen uptake resulting from a predetermined therapy regimen can be determined. This is achieved without the need for conducting a breath- by-breath analysis of ventilatory flow and subjecting the patient to a treadmill test or the like.
- Figure 1 is a graphical representation of a patient data collection schedule for ECG waveforms and V02 max measurements ;
- Figure 2 is a plot of V02 max and the computed SDANN index plotted on the same time axis and showing the correlation of each as the pacing protocol is changed;
- Figure 3 is a pseudo three-dimensional histogram plot of RR interval vs. the absolute value of the difference in RR interval between successive heart beats;
- Figure 4 is a two-dimensional histogram plot taken prior to pacer implant where frequency of occurrence of predetermined HRV values are represented by a gray scale;
- Figure 5 is a plot like that of Figure 4 but representing HRV data taken following four weeks of pacing therapy
- Figure 6 is a plot showing the correlation between histogram of footprint size and V02 max for the data collection schedule of Figure 1;
- Figure 7 is a flow chart of the algorithm for determining an optimum pacing mode based upon the relationship of HRV to peak oxygen uptake.
- FIG. 1 there is graphically illustrated the data collection approach used in establishing the relationship between heart rate variability and V02 max .
- Twenty- four hour surface ECG data was collected on seven CHF patients at four time points during a period of twelve weeks. Specifically, the data was collected just prior to the implant of a cardiac pacemaker, then again at the end of four weeks of pacing, at the end of four weeks of no pacing (eight weeks) , and at the end of four weeks of pacing (twelve weeks) .
- the pacing mode was randomized between best univentricular pacing and biventricular pacing, during the two four-week periods during which pacing took place.
- ECG data was sampled at 500 Hz and recorded on a modified 16-bit solid state digital holter recorder. At each of the four time points, the patients also performed symptom- limited maximal exercise tests. V02 max , V02 max at the anaerobic threshold, maximum power attained and total exercise duration were some of the exercise parameters collected.
- the surface ECG data was filtered to remove any premature ventricular contractions and other ectopic beats, to obtain normal RR intervals .
- Various HRV parameters were calculated from the measured and filtered RR intervals.
- the well-known SDANN index which is the standard deviation of five-minute intervals averaged over 288 five-minute intervals in a 24 -hour period, was computed for the four 24 -hour sampling periods illustrated in Figure 1.
- the SDANN indices for these four sampling periods are plotted as curve 2 in Figure 2 and also plotted on the same graph as curve 4 are the values of V02 raax measured at the same time.
- the change in SDANN index correlated well with the change in V02 max .
- the HRV data collected in accordance with the protocol of Figure 1 was also plotted as a two-dimensional histogram where the RR intervals and absolute value of the difference between successive RR intervals are quantized into a plurality of bins and then plotted against one another as shown in Figure 3.
- the frequency value to be plotted on the Z axis can be limited to a number of levels compatible with the amount of memory available.
- the histogram is plotted with a gray scale utilized to identify the frequency parameter.
- the RR interval number is plotted against the absolute value of the difference between successive RR intervals and rather than having the distance along a Z axis as a measure of the frequency value, a gray scale color is used instead.
- the plots of Figures 4 and 5 can be considered as contour maps of the pseudo three-dimensional histogram with different shades of gray representing various heights of the Z axis found in the pseudo three-dimensional plot.
- the area subtended by the plot, i.e., its footprint to be an indicator of V02 max with changes in footprint area due to pacing also tracking changes in V02 max . Comparing Figures 4 and 5, it is readily apparent that pacing the patient suffering CHF had the effect of increasing that patient's maximum exercise capacity. Footprint area is determined by counting the number of nonzero pixels in the two-dimensional plot.
- Figure 7 is a software flow diagram for optimizing the pacing mode of an implantable programmable cardiac pacer based upon observed improvements in a patient's exercise ' capacity and which does not require cardiopulmonary exercise monitoring equipment in carrying out the method.
- This flow diagram is in sufficient detail such that a programmer of ordinary skill can write software code for allowing a microprocessor to carry out the indicated functions.
- Such microprocessor program may be implemented in the implantable pacemaker device itself or, alternatively, may comprise equipment external to the patient .
- the implantable pacemaker is of the type that allows its mode to be reprogrammed via a transcutaneous telemetry link. Most present-day pacemakers incorporate this capability.
- the first step in carrying out the process is to initialize a pacing mode table, a therapy time table and an evaluation period table as represented by block 20 in Figure 7.
- a first mode may be VDD with a first AV interval and a second mode may be VDD with a second, different AV interval.
- a mode change may also be based upon the pacing site (or sites in the case of a biventricular pacemaker) . In fact, any change in the pacing regimen may be assigned as a mode in the pacing mode table .
- the therapy time T k determines the time that a mode change takes place and will typically be measured in terms of days, weeks or months.
- the evaluation period ⁇ T k establishes the length of time over which heart rate variability data is collected and will typically be measured in terms of hours .
- each RR interval (RR is extracted from the ECG waveform (block 28) and repetitive calculations are made to measure heart rate variability as the absolute value of the difference between two successive RR intervals IRR- L -RR ⁇ I .
- This is represented by block 30 in Figure 7.
- a test is then made at decision block 34 to determine whether the evaluation period ⁇ T k has expired. If not, control loops back via path 36 to the input of block 28 so that steps 28, 30 and 32 are repeated iteratively until the time interval ⁇ T k has expired.
- the histogram is effectively plotted (block 36) .
- either the 2D histogram footprint area or some other feature of the 2D histogram is calculated as a measure of HRV k , i.e., the heart rate variability measure for the particular mode involved. While the 2D histogram footprint area has been determined to be a measure of V02 max , other features of the 2D histogram may also be indicative of V02 max . For example, the slope of the diagonal that is tangent to the base of the 2D plot is believed to be an indicator of HRV as well.
- the next step in the algorithm is to compare the current HRV measure with that earlier derived relating to the immediately previous mode to determine whether HRV k is greater than HRV k _ ⁇ . If it is, then the current mode is shown to have provided improved V02 raax and the previous mode is discarded as an option. However, had the current heart rate variability index been less than the index derived for the previous mode, then the current mode would be disregarded.
- a test is made to determine whether all of the possible modes in the pacing mode table have been considered and, if not, the mode index is incremented (block 44) and control loops back over path 46 to the input of block 22 whereby the routine is repeated until all modes have been exercised.
- the patient's exercise capacity can be inferred from the SDANN index or, alternatively, from the area of the footprint of a two- dimensional histogram where heart rate variability is plotted against RR interval over a predetermined time interval.
- the drug therapy mode would be changed and the effect on HRV, as measured by SDANN or a feature of the 2D histogram used to assess the efficacy of each mode .
Abstract
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Priority Applications (4)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CA002300078A CA2300078A1 (en) | 1998-06-08 | 1999-06-04 | Heart rate variability as an indicator of exercise capacity |
EP99928404A EP1001829B1 (en) | 1998-06-08 | 1999-06-04 | Heart rate variability as an indicator of exercise capacity |
JP2000553171A JP4383664B2 (en) | 1998-06-08 | 1999-06-04 | Heart rate variability as an indicator of exercise load capacity |
DE69936703T DE69936703T2 (en) | 1998-06-08 | 1999-06-04 | CARDIAC VARIABILITY AS AN INKICATOR FOR PHYSICAL WEARABILITY |
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US09/093,118 | 1998-06-08 | ||
US09/093,118 US6026320A (en) | 1998-06-08 | 1998-06-08 | Heart rate variability as an indicator of exercise capacity |
Publications (1)
Publication Number | Publication Date |
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WO1999064108A1 true WO1999064108A1 (en) | 1999-12-16 |
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Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
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PCT/US1999/012588 WO1999064108A1 (en) | 1998-06-08 | 1999-06-04 | Heart rate variability as an indicator of exercise capacity |
Country Status (7)
Country | Link |
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US (1) | US6026320A (en) |
EP (1) | EP1001829B1 (en) |
JP (1) | JP4383664B2 (en) |
AT (1) | ATE368420T1 (en) |
CA (1) | CA2300078A1 (en) |
DE (1) | DE69936703T2 (en) |
WO (1) | WO1999064108A1 (en) |
Cited By (2)
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JP4383664B2 (en) | 2009-12-16 |
US6026320A (en) | 2000-02-15 |
JP2002517294A (en) | 2002-06-18 |
EP1001829A1 (en) | 2000-05-24 |
EP1001829B1 (en) | 2007-08-01 |
DE69936703T2 (en) | 2008-04-30 |
EP1001829A4 (en) | 2001-03-07 |
DE69936703D1 (en) | 2007-09-13 |
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