The invention relates generally to the field of heart failure diagnostics. More particularly, the invention relates to monitoring a subject's pulsatile blood flow during a so-called valsalva maneuver (VM) to determine susceptibility of the subject to heart failure.
Conventionally, cardiac patient testing has relied on invasive procedures involving cardiac catheterization.
Recently, the assignee of the present invention described and illustrated a non-invasive circulation monitor that analyzes a subject's cardiac pulsatility or flow and calculates a figure of merit called a circulation index (CI) representative of the subject's circulation level to diagnose peripheral artery disease (PAD). That invention subject to common assignment and ownership with the present application is described in U.S. Pat. No. 7,628,760 B2 entitled CIRCULATION MONITORING SYSTEM AND METHOD and issued Dec. 8, 2009. Familiarity with the monitoring and CI analysis, interpretation, and reporting teachings of that patent is assumed.
Previous heart failure diagnostic procedures have employed the previous ‘gold standard’: catheterization. But catheterization requires a cardiac catheter lab and is complicated, invasive, and expensive.
It has been discovered that heart failure-prone candidate subjects can be reliably and repeatably diagnosed by externally, non-invasively monitoring the subject's blood flow changes during administration to the subject of a Valsalva maneuver (VM). Heart failure-prone subjects show characteristic signatures marked by minimal heart rate change; stable, elevated blood pressure; and a lack of over-shoot (momentarily and dramatically elevated) post-VM recovery response (also termed ‘Rebound’). Thus, the present invention provides a non-invasive technique for accurately diagnosing heart failure.
Referring first to
Those of skill in the art will appreciate that the pulsatility monitoring and derivation therefrom of the subject's CI may be made in any suitable manner such as that described in detail in the above-referenced U.S. Pat. No. 7,628,760 B2, which patent enjoys common ownership with the present application. Alternative methods of determining a circulation figure of merit are contemplated as being within the spirit and scope of the invention.
At 206, the controller measures the subject's CI during the VM interval. At 208, it is determined whether the VM has been completed. If not, then the measuring/monitoring of the subject's CI continues at 206. When the VM is completed, then at 210, the controller calculates the subject's so-called fall-in-flow (FiF) based on the maximum difference between the baseline CI and minimum CI during the VM interval. Thereafter, at 212, the FiF during the VM interval corresponding to the subject's cardiac response is compared to a defined threshold level, e.g. between approximately 0.05 and approximately 0.20, preferably approximately 0.13 (corresponding to between approximately 5% and approximately 20%, preferably approximately 13% in percentages). If the subject's FiF is less than the defined threshold, then the result of the subject's test is interpreted as being positive for heart failure. Finally, at 214, the result of the heart failure test is displayed, printed, or otherwise reported.
The subject's CI or equivalent indicator of cardiac flow capacity in an extremity or area of the surface or otherwise non-invasively accessible region of the body may be calculated in any suitable manner, including the manner described in the referenced U.S. Pat. No. 7,628,760 B2. Broadly speaking, the subject's fall in flow (FiF) over the pertinent VM interval may be calculated in any suitable manner, including the manner described immediately below by resort to the invented method in accordance with a first embodiment of the invention. The invented method of calculating the subject's FiF utilizes the following Equation 1:
FiF=AVG(CI_Baseline)−Min(CI_Valsalva) (1)
wherein AVG(CI_Baseline) is the average CI measured during a defined period of time before the Valsalva maneuver begins, and wherein Min(CI_Valsalva) is the minimum CI during the Valsalva maneuver.
Those of skill in the art will appreciate that the heart failure test may be displayed, printed, or otherwise reported in any suitable manner to any suitable individual or group of individuals. For example, controller 16 may be housed in a portable housing 18 along with a display 20, e.g. an LCD or other flat-screen display or the like, configured to display a manometer reading and/or the CI, and/or the graphic or numeric or color-coded results of the monitoring, calculating, and comparing method steps. These display and print reporting options will be further described below by reference to
Optional display 20 also or alternatively may display instructions to the subject or clinician or other attendant on operation of the heart failure diagnostic system. Such instructions or feedback may be in visual display or auditory forms. Instructions may provide feedback to the subject to maintain or change expiratory pressure. Those of skill in the art will appreciate that the software or firmware that implements the monitoring, calculating, and comparing method steps typically resides in a memory that is a part of controller 16 and the software instructions are typically executed within a digital processor, e.g. a microprocessor, within the controller. Alternatives or augmentations to display 20 and a graphical user interface (GUI) presented herein are contemplated for interaction between the system and the subject as being within the spirit and scope of the invention. Such may include an artificially intelligent (AI) audio tutorial that uses voice generation and voice recognition software to enable the controller to ‘talk’ to and ‘listen’ to the subject and to audibly ‘report’ the results of the heart failure diagnostic.
Those of skill in the art will appreciate that controller 16 and display 20 may take any suitable form. For example, they may be parts of any suitable general-purpose or special-purpose (dedicated) computing platform such as a personal computer (PC), laptop computer, notebook computer, tablet, etc. Those of skill in the art will also appreciate that suitably programmed controller 16 in the form of a PC, for example, provides substantial data processing capability to at least semi-automate the process of data collection, processing, analysis, interpretation, and presentation or reporting that form a part of the invented heart failure diagnostic technique.
Those of skill in the art also will appreciate that the controller and display may be embedded in a non-dedicated, portable, hand-held device such as a so-called ‘smart phone’. Installed or hosted or downloaded application software would be licensed or otherwise subscribed to such a smart phone in the form of a so-called ‘app’ that enables the functionality of the controller portion of system 10. For example, the pulsatility or flow probe, VM device, and other operatively connected devices within the spirit and scope of the invention could be rendered in input/output (I/O) form, fit and function as universal serial bus (USB) or BlueTooth or WiFi devices compatible with either wired or wireless connection with such a smart phone or other non-dedicated (a more general-purpose) or dedicated controller (rendered into a special-purpose machine by the invented software executed by the digital processing or computing element within controller 16).
Referring briefly back to
Those of skill in the art will appreciate that the manometer 22 may be used by a clinician or attendant or the subject himself or herself to ensure that the VM is properly performed to ensure a reliable diagnostic result. Those of skill will also appreciate that manometer 22 and/or controller 16 may be equipped to operate an analogue or digital readout of the pressure within VM device 14, the gauge indicating the pressure level numerically or by the use of color-coded areas (e.g. red for out-of-bounds and green for in-bounds). Alternatively, manometer 22 and/or controller 16 may be equipped to operate a tone generator that indicates by tonal changes when the subject's VM is within a prescribed and useful range. Those of skill also will appreciate that manometer 22 and/or controller 16 may be equipped to time the operation of a check valve 24 so that it automatically restricts flow for a defined period of time, e.g. fifteen seconds, and then vents to atmosphere to end the VM interval. Further, the manometer may provide pressure input to the controller, e.g. the PC, which will then allow for display and optional recordation of the pressure data, thereby allowing for correlation of a VM's duration and quality. In addition, this time correlation enables step 208, 308, 408, and 908 in
Such subject data in raw, tabulated, and/or graphic form may be archived in any suitable form, and/or may be locally networked and/or shared with health care provider colleagues and staff members. The Internet may be used assuming controller 14, e.g. a PC or other capable device, is so equipped. The data also may be used to generate a printed, aggregated-data subject report, as described below by reference to
Those of skill in the art will appreciate that at least one useful and novel method of analyzing a subject's cardiac flow or pulsatility response characteristics is enabled by invented system 10. Other analysis methods nevertheless are contemplated as being within the spirit and scope of the invention.
Turning then to
HRR=Max(HR_VM)/AVG(HR_Baseline) (2)
wherein AVG(HR_Baseline) is the average heart rate measured during a defined period of time before the Valsalva maneuver begins, wherein Max(HR_VM) is the maximum heart rate during the Valsalva maneuver, and wherein HRR is the arithmetic ratio or quotient therebetween. Those of skill in the art will appreciate that alternative formulations of heart rate ratio are possible and are contemplated as being within the spirit and scope of the invention.
Turning now to
SV=HRR*FiF (3)
wherein HRR and FiF are as previously defined and wherein SV is the arithmetic product thereof. Those of skill in the art will appreciate that alternative methods of estimating SV are contemplated (e.g., the addition of the two components) as being within the spirit and scope of the invention.
Referring now to
The heavy dotted line of
Moreover, the so-called ‘recovery’ response is significantly different.
As may be seen in
Those of skill in the art will appreciate that the invention lends itself to another method of assessing the condition of a patient.
By way of contrast, in the healthy patient represented by
Similar to the calculation of FiF, as depicted in
Referring next to
Detail A shows a simple end cap assembly 30 configuration for sealingly capping the distal end of body 24a threaded collar that is sealingly walled or capped (see the fragmentary cross-sectional view thereof). Those of skill in the art will appreciate that a low-cost, disposable manometer that does not interface with a controller but that nonetheless provides an adjustable-pressure check valve is provided in accordance with these Detail A teachings of
Detail B shows a means of capping the distal end of body 24a with an integral manometer pressure sensor 32d capable of wirelessly communicating a pressure reading to a remote device such as controller 16. A capping/manometer means 32 includes a housing 32a with an otherwise sealing barrier wall having an orifice therein and a threaded end cap 32b. In the illustrated cross-sectional view in the lower right corner of
Those of skill in the art will appreciate that the intra-oral VM device 14 described above may take alternative forms, yet within the spirit and scope of the invention. For example, a manual manometer gauge may be provided that interfaces via flexible tubing with an intra-oral device having a mouthpiece as otherwise described and illustrated herein. In addition, the manometer 22 may interface directly or not at all with the controller. Any such alternative embodiments of VM device 14 and/or manometer 22 are contemplated as being within the spirit and scope of the invention.
Turning now to
wherein A is the first time the pulse signal exceeds the Baseline Pulse Signal (PBL) and B is the last point above PBL immediately following the VM. Pi is the Pulse signal at each intermediate point, and the difference Pi-PBL is the height above PBL. In effect, Equation 4 is the integration of Pulse Signal points of overshoot immediately following the VM.
Equation 4a below shows an alternative formula for estimating the Rebound, in accordance with another embodiment of the invention:
Rebound=TB−TA (4a)
wherein TA is the first time the pulse signal exceeds the Baseline Pulse Signal (PBL) and TB is the last point above PBL immediately following the VM. In effect, Equation 4a represents the duration of Pulse Signal points of overshoot immediately following the VM. Those of skill in the art will appreciate that alternative methods of estimating Rebound are contemplated as being within the spirit and scope of the invention.
In accordance with the present invention, a healthy subject's Circulation Index (CI) drops markedly—resulting in a substantial FiF—and the healthy subject's HR ratio (HRR) increases, during a VM. Also in accordance with the present invention, a FiF threshold of 0.13 and a HRR threshold of 1.12 have been established below which heart failure is indicated. Thus, it is sensible to multiply the two thresholds together to establish a single metric, an analog for Stroke Volume (SV) with a threshold of 0.15 below which heart failure is indicated. By combining two such metrics, a more accurate assessment of subject status may be derived, as discussed below.
In brief summary and in accordance with the alternative invented methods described and illustrated herein, an accurate, non-invasive heart failure test can be accomplished using relatively low-cost, compact, and portable equipment in less than approximately forty-five seconds per test subject. Invasive, potentially complicated, anesthetized catheterization, post-operative recovery, and follow up are no longer required.
The objective was to develop a simple, safe, accurate, portable, non-invasive monitor to detect VM-stressed blood pulsatility or flow anomalies indicative of a subject susceptible to heart failure.
Methodology:
An optical probe that measures infrared light transmission through a finger or toe that was developed in connection with referenced U.S. Pat. No. 7,628,760 B2 was fitted to the toes of a first cohort of thirty-one subjects who presented with unexplained shortness of breath (dyspnea) and a second cohort of twenty-four healthy subjects who were asymptomatic. All subjects were equipped with a VM device and blew into the mouthpiece thereof in accordance with the protocols outlined herein. The patients' pulsatile flow was measured for a continuous period before and after the VM, the pulsatile flow waveforms were time correlated with the VM interval, and the results were interpreted.
Results:
Three of the thirty-one dyspnea cohort were excluded due to protocol variations. Fourteen of the remaining twenty-eight were diagnosed with heart disease via cardiac catheterization. Using a FiF threshold of 13% on both cohorts resulted in a sensitivity, specificity, and accuracy of 71%, 100%, and 92%, respectively. There were four false negatives in the dyspnea cohort, with zero false positives in both cohorts.
A heart failure diagnostic system in accordance with a first embodiment of the invention described and illustrated herein based achieves a remarkable 92% accuracy using non-invasive means for monitoring a subject's cardiac flow rate change during a Valsalva maneuver. The conventional wisdom that accurate heart failure diagnostics require invasive and expensive catheterization is now in serious question.
The patients from the Experiment disclosed above were analyzed with two approaches: data were collected during the Experiment that allowed for the calculation of both FiF and Rebound as a means for detecting heart failure. Using Rebound alone, the Experiment resulted in a sensitivity, specificity, and accuracy of 93%, 76%, and 80%, respectively. There were nine false positives and one false negative in the dyspnea cohort, with zero false positives and false negatives in the healthy cohort.
As previously mentioned, combining Rebound (or any other metric disclosed herein) with other metrics may result in improved diagnostic results. In the same patient group previously discussed, the Rebound metric was used to set a bi-modal FiF threshold. That is, if Rebound was present, then a 4% FiF threshold was used; if Rebound was absent, then a FiF threshold of 8% was used. The effect of this approach provides a more rigorous FiF threshold (higher) if Rebound is absent, and vice-versa. Using this combined metric approach resulted in a sensitivity, specificity, and accuracy of 71%, 100%, and 92%, respectively. There were four false negatives in the dyspnea cohort, with zero false positives and false negatives in the healthy cohort.
Various embodiments of the invention thus are described in terms of system, method and apparatus for non-invasive but accurate heart failure diagnostic testing of subjects in a portable, compact, and relatively inexpensive form that is readily administered and takes less than a minute.
Those of skill in the art will appreciate that the software architecture and methodologies described and illustrated herein can be implemented in any suitable code by the use of any suitable coding and language tools. For example, any one or more of Python, Java, C#, or C++ are a suitable suite of tools for coding the invented system and controller and device software.
It will be understood that the present invention is not limited to the method or detail of construction, fabrication, material, application or use described and illustrated herein. Indeed, any suitable variation of fabrication, use, or application is contemplated as an alternative embodiment, and thus is within the spirit and scope, of the invention.
It is further intended that any other embodiments of the present invention that result from any changes in application or method of use or operation, configuration, method of manufacture, shape, size, or material, which are not specified within the detailed written description or illustrations contained herein yet would be understood by one skilled in the art, are within the scope of the present invention.
Finally, those of skill in the art will appreciate that the invented method, system and apparatus described and illustrated herein may be implemented in software, firmware or hardware, or any suitable combination thereof. Preferably, the method system and apparatus are implemented in a combination of the three, for purposes of low cost and flexibility. Thus, those of skill in the art will appreciate that embodiments of the methods and system of the invention may be implemented by a general-purpose computer or microprocessor n which purposive instructions are executed, the purposive instructions being stored for execution on a computer-readable medium and being executed by any suitable instruction processor that, in operation, acts as a special-purpose machine performing a special-purpose process.
Accordingly, while the present invention has been shown and described with reference to the foregoing embodiments of the invented apparatus, it will be apparent to those skilled in the art that other changes in form and detail may be made therein without departing from the spirit and scope of the invention as defined in the appended claims.
This application is a division of U.S. patent application Ser. No. 13/652,223, filed on Oct. 15, 2012, which is incorporated herein by reference in its entirety. Related to U.S. Non-provisional application Ser. No. 12/317,538, filed on 24 Dec. 2008 and entitled BODY COMPOSITION, CIRCULATION, AND VITAL SIGNS MONITOR AND METHOD, and to U.S. non-provisional application Ser. No. 12/001,505 filed on 11 Dec. 2007 and entitled CIRCULATION MONITORING SYSTEM AND METHOD, now U.S. Pat. No. 7,628,760 B2, which claims the benefit of priority to U.S. non-provisional application Ser. No. 11/017,455 filed on 20 Dec. 2004 and entitled NON-INVASIVE BODY COMPOSITION MONITOR, SYSTEM AND METHOD, are hereby incorporated herein in their entirety.
Number | Date | Country | |
---|---|---|---|
Parent | 13652223 | Oct 2012 | US |
Child | 14824774 | US |