WO2001030234A9 - Method and apparatus for determining cardiac output - Google Patents

Method and apparatus for determining cardiac output

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Publication number
WO2001030234A9
WO2001030234A9 PCT/US2000/041281 US0041281W WO0130234A9 WO 2001030234 A9 WO2001030234 A9 WO 2001030234A9 US 0041281 W US0041281 W US 0041281W WO 0130234 A9 WO0130234 A9 WO 0130234A9
Authority
WO
WIPO (PCT)
Prior art keywords
patient
oxygen concentration
arterial oxygen
arterial
determining
Prior art date
Application number
PCT/US2000/041281
Other languages
French (fr)
Other versions
WO2001030234A3 (en
WO2001030234A2 (en
Inventor
Eric W Starr
Bernard Pennock
Mouhyielden Kandis
Original Assignee
Respironics Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Respironics Inc filed Critical Respironics Inc
Priority to BR0014953-5A priority Critical patent/BR0014953A/en
Priority to AU19702/01A priority patent/AU1970201A/en
Priority to CA002388652A priority patent/CA2388652A1/en
Priority to JP2001532657A priority patent/JP2003531643A/en
Priority to EP00982709A priority patent/EP1229826A4/en
Publication of WO2001030234A2 publication Critical patent/WO2001030234A2/en
Publication of WO2001030234A3 publication Critical patent/WO2001030234A3/en
Publication of WO2001030234A9 publication Critical patent/WO2001030234A9/en
Priority to AU2005232306A priority patent/AU2005232306A1/en

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Classifications

    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/02Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
    • A61B5/026Measuring blood flow
    • A61B5/029Measuring or recording blood output from the heart, e.g. minute volume
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/08Detecting, measuring or recording devices for evaluating the respiratory organs
    • A61B5/083Measuring rate of metabolism by using breath test, e.g. measuring rate of oxygen consumption
    • A61B5/0833Measuring rate of oxygen consumption

Definitions

  • the present invention pertains to a method and apparatus for determining the cardiac output of a patient, and, more particularly, to a method of determining cardiac output by analyzing the effect that an induced change in the patient's arterial oxygen concentration has on their oxygen uptake and fractional arterial oxygen concentration, and to an apparatus for use in implementing such a method.
  • CO which is the total volumetric flow of blood through the heart, and, thus, through the body at any given time.
  • Thermodilution involves injecting cold saline directly into the right atrium of the heart and measuring the temperature change downstream in the pulmonary artery using a temperature sensor placed in this artery. Cardiac output is determined based on this temperature change.
  • Dye dilution is similar to thermodiluation except that a dye, rather than cold saline, is injected into the art. The amount of dye collected downstream is measured to determine the patient's cardiac output.
  • the direct Fick method either the content of oxygen (O ) or the content of carbon dioxide (CO 2 ) in both the arterial blood and mixed venous blood are measured.
  • the direct Fick method requires obtaining a mixed venous blood sample, which is only available in the pulmonary artery. See Fig. 1.
  • thermodilution, dye dilution, and the direct Fick method for determining cardiac output all require insertion of a catheter into the patient at, near, or through the heart. More specifically, in implementing these cardiac output measurements, a catheter is usually floated through the chambers of the heart in order to insert the saline or dye or to obtain the necessary blood sample at the correct location. For this reason, either of the above cardiac output measurement techniques is very invasive. Indeed, it is known that an arrhythmia may result from the placement of the catheter in or through the heart. Therefore, these cardiac output measurement techniques are typically only performed in the most critical of situations, where the need to know the patient's cardiac output outweighs the risk to the patient in taking this measurement.
  • the partial CO 2 rebreathing technique for measuring cardiac output is a noninvasive approach believed to have been developed by Novametrix Medical Systems, Inc. of Wallingford, Connecticut (Novametrix). This method is implemented using a device referred to as a NICOTM sensor, which is distributed by Novametrix.
  • the NICO sensor measures the flow of gas to and from the patient and the CO 2 content in the patient's exhaled gas.
  • the partial CO 2 rebreathing cardiac output measurement technique is based on the CO 2 Fick equation in conjunction with what is called partial CO 2 rebreathing.
  • cardiac output is measured by comparing the patient's CO 2 excretion to the arterial CO 2 content during normal breathing and during rebreathing, in which the patient rebreathes expired gases for a period of time.
  • This partial CO 2 rebreathing technique has several disadvantages. Namely, the patient is preferably intubated or breathing through a trachea tube when taking the flow and CO 2 measurements to capture the total volume of CO 2 . In addition, the patient must be heavily sedated or unconscious so that he or she is not breathing spontaneously. If the patient is breathing spontaneously, the increased CO 2 level in the blood during the rebreathing phase would automatically trigger the patient's respiratory system to speed up or deepen the breaths to remove the excess CO . It is well known that for most patient's the level of CO 2 , not the level of O 2 , is the mechanism for triggering ventilation. Such rapid or deep breathing prevents an accurate determination of cardiac output under this technique.
  • end tidal CO 2 may introduce errors in determining cardiac output, because the are situations where the end tidal CO 2 may not correlate with the arterial CO 2 content.
  • the partial CO 2 rebreathing cardiac output measurement technique is also disadvantageous because it does not adequately account for shunt blood flow, which is blood that is not oxygenated during the respiratory cycle. This flow cannot be directly measured, but must be estimated when using this conventional cardiac output measurement technique.
  • a cardiac output measurement method that includes quantitatively measuring a patient's airflow, a first parameter indicative of a percent oxygen inhaled and exhaled by the patient, and a second parameter indicative of the patient's fractional arterial oxygen concentration.
  • the present method also includes inducing a change in the patient's arterial oxygen concentration and repeating these measurements to monitor the effects resulting from inducing the change in the patient's arterial oxygen concentration.
  • the patient's cardiac output is determined based on the data collected.
  • This object is achieved by providing an apparatus that includes a patient flow measuring system capable of quantitatively measuring a patient's airflow, i.e., the flow of gas to and from a patient, an oxygen analyzing system adapted to measure a first parameter indicative of a percent oxygen inhaled and exhaled by such a patient, and means for measuring a second parameter indicative of the patient's fractional arterial oxygen concentration, such as a pulse oximeter.
  • a processor determines the cardiac output based on the measured patient airflow, the first parameter, and the second parameter.
  • an output device outputs the result indicative of the patient's cardiac output.
  • Fig. 1 is a schematic diagram of mammalian cardio-pulmonary system
  • Fig. 2 is an oxygen-hemoglobin dissociation curve for a human
  • Fig. 3 is a graph illustrating the change in oxygen uptake that takes place during an induced change in arterial oxygen concentration according to the cardiac output measurement method of the present invention
  • Fig. 4 is a graph illustrating the change in arterial oxygen saturation resulting from the induced change in arterial oxygen concentration
  • Figs. 5 and 6 are graphs illustrating the change in oxygen uptake and arterial oxygen concentration, respectively, resulting from the induced change in arterial oxygen concentration including the potential effects of recirculation;
  • Figs. 7 and 8 are graphs illustrating the change in oxygen uptake and arterial oxygen concentration, respectively, resulting from the induced change in arterial oxygen concentration illustrating an alternative embodiment for determining cardiac output based on these changes;
  • Figs. 9 and 10 are graphs illustrating the change in oxygen uptake and arterial oxygen concentration, respectively, resulting from the induced change in arterial oxygen concentration illustrating yet another alternative embodiment for determining cardiac output based on these changes;
  • Fig. 11 is a schematic diagram of a device for implementing the cardiac output measurement method of the present invention.
  • Fig. 12 is a schematic diagram of the device of Fig. 11 shown in use on a patient.
  • Fig. 1 schematically illustrates a patient's cardio-pulmonary system, which is useful in understanding the cardiac output measurement system of the present invention.
  • the cardiac output measurement technique of the present invention measures the output, i.e., rate of flow of blood, from the left side of the heart.
  • the cardiac output measurement method of the present invention uses the transfer of oxygen from the lungs to the arteries in order to determine cardiac output.
  • the presently preferred method of determining the cardiac output includes the following steps, each of which is discussed in detail below: (1) quantitatively measuring (a) the patient's airflow, (b) a parameter indicative of the percent oxygen inhaled and exhaled by the patient, and (c) a parameter indicative of the patient's fractional arterial oxygen concentration (XaO 2 );
  • the patient's cardiac output is determined based on the change in oxygen uptake versus the change in fractional arterial oxygen concentration resulting from the induced change in the arterial oxygen concentration.
  • the patient's arterial oxygen concentration is what is being manipulated in order to induce a change in the patient's oxygen uptake and fractional arterial oxygen concentration.
  • this method can be performed on a spontaneously breathing patient, as well as a patient who is not spontaneously breathing. Unlike changing the patient's CO 2 concentration, changing the patient's arterial O 2 concentration will not cause the patient to automatically attempt to alter their breathing pattern to move the O 2 concentration back to normal. Because this cardiac output measurement technique involves inducing a change in the patient's arterial oxygen concentration, it is referred to as an oxygen concentration modification cardiac output measurement method.
  • the patient's fractional arterial oxygen concentration is measured non-invasively using a conventional pulse oximeter.
  • the oxygen concentration modification cardiac output measurement method of the present invention can be performed non-invasively on a spontaneously breathing patient.
  • the patient's quantitative airflow and a parameter indicative of the percent oxygen inhaled and exhaled by the patient are measured to determine the patient's oxygen uptake.
  • Oxygen uptake is the amount of oxygen absorbed into the blood in the lungs. It is typically expressed in liters as NO 2 or in liters per minute (1pm)
  • equation (1) can be rewritten as follows:
  • ⁇ XaO 2 Oxygen uptake which is measured during a breathing cycle, is determined by measuring the volumetric airflow Q pa tient to and from the patient, the %O 2 inhaled, and the %O 2 exhaled during that breathing cycle. Volumetric airflow is measured using a flow meter, such as a conventional pneumotach, that is capable of quantitatively measuring the flow of gas to and from the patient's airway.
  • a flow meter such as a conventional pneumotach
  • the %O 2 inhaled and %O 2 exhaled is measured using a conventional oxygen analyzer.
  • An example of a combination flow sensing element and O 2 concentration analyzer window suitable for use in the present invention is taught in provisional U.S. Patent Application No. 60/170,918, the contents of which are incorporated herein by reference.
  • FIO 2 inspired oxygen
  • VO 2 exhaled j(Q patient [%O 2 /100])dt , atid (5)
  • NO 2 NO 2 inhaled - VO 2 exhaled, (6)
  • ti the start of inhalation
  • t 2 the end of inhalation or start of exhalation
  • t 3 the end of exhalation.
  • Oxygen uptake in liters per minute is then determined as:
  • NO 2 NO 2 * f breath , (7) were f breath is the frequency of breaths, i.e., breaths per minute.
  • XaO 2 fractional arterial oxygen concentration
  • One embodiment of the present invention contemplates measuring at least one the following blood gas constituents, SaO 2 , PaO 2 , and CaO as the parameter indicative of the patient's fractional arterial oxygen concentration XaO 2 .
  • These parameters are measured from an arterial blood sample or using a continuously indwelling catheter. It is preferable for one or more of these constituents to be measured continuously, for example, using an indwelling catheter so that the effects of the induced change in arterial oxygen concentration on the oxygen uptake and fractional arterial oxygen concentration can be monitored on a substantially continuous basis. This is especially important because of the relatively short duration of the effects of the induced change in arterial oxygen concentration resulting from the oxygen concentration modification step.
  • the present invention also contemplates measuring the pulse oximetry oxygen saturation level (SpO 2 ) of the patient as the parameter indicative of the fractional arterial oxygen concentration XaO 2 .
  • This measurement is advantageous in that the SpO 2 can be measured non-invasively using a conventional pulse oximeter. It can also be taken on a generally continuous basis to closely monitor the effects of the induced oxygen concentration modification on the patient's actual fractional arterial oxygen concentration.
  • the SpO 2 level can be taken from almost any location on the patient, such as the finger or ear, in a preferred embodiment, the SpO 2 is measured across the nasal septum. This location is especially desirable because it represents a relatively direct flow from the carotid artery, as shown in Fig. 1.
  • SaO 2 is the measured parameter, a conversion is needed, so that the measured SaO 2 can be used as the fractional arterial oxygen concentration XaO 2 .
  • XaO 2 fractional arterial oxygen concentration
  • Vol % O 2 (Hb concentration) (O 2 saturation (SaO 2 ) )(O 2 carrying capacity of Hb), (8) where, for a normal adult, the O 2 carrying capacity of hemoglobin (Hb) is approximately 1.34 mlO 2 /gmHb, and the Hb concentration is approximately 15 gmHb/lOOmlblood. Thus, for a normal adult:
  • Equation (9) can be simplified as:
  • Hb concentration 15 gmHb
  • O 2 carrying capacity of Hb (1.34 mlO 2 )
  • k value a more exact relationship between SaO and XaO 2
  • the present invention contemplates that the values for Hb concentration and/or O 2 carrying capacity of Hb can be directly input by the user, automatically input from measurements taken by a co-oximeter or other equivalent device via a communication link with such a device, manually or automatically selected from a range of values based on information about the patient, or a default value can be used.
  • Fig. 2 This nonlinear relationship is graphically depicted in Fig. 2, which is referred to as an oxygen-hemoglobin dissociation curve 10.
  • PaO 2 is the measured parameter, it must first be converted to an SaO 2 using the dissociation curve, which can be accomplished using any conventional technique. Thereafter, the conversion factor k for SaO 2 must be used to arrive at the patient's fractional arterial oxygen concentration XaO 2 as discussed above.
  • a patient's SaO 2 , PaO 2 , or CaO 2 can only be measured by sampling the patient's arterial blood or using a continuously indwelling catheter, either of which is a relatively invasive procedure.
  • SpO 2 on the other hand, which is an estimation of SaO 2 , is measured non-invasively.
  • the present technique for determining a patient's cardiac output involves inducing a change the patient's arterial oxygen concentration. This can be done in a variety of ways, several of which are discussed below, so long as there is a measurable difference between the patient's baseline arterial oxygen concentration and the patient's arterial oxygen concentration following the induced change therein. Because the goal of this process is to force a change in the patient's arterial oxygen concentration, this step in the cardiac output measurement process of the present invention is referred to herein as the "oxygen concentration modification step.”
  • the arterial oxygen concentration can either be increased or decreased depending on the condition of the patient.
  • a generally healthy patient has an oxygen saturation level of approximately 98 %.
  • the present invention contemplates reducing the patient's oxygen saturation as one technique for inducing a change in the patient's arterial oxygen concentration, especially in those patients with a relatively high baseline SaO 2 .
  • Reducing the patient's oxygen saturation can be accomplished by reducing the fraction of inspired oxygen (FIO 2 ) in the patient's inhaled gas.
  • the patient breathes nitrogen for one or more breaths, thereby reducing their arterial oxygen concentration.
  • This technique is particularly suited for patients with a relatively high baseline oxygen concentration.
  • changing the patient's arterial oxygen concentration can also be accomplished by increasing the fraction of inspired oxygen in the inhaled gas. This can be accomplished, for example, by adding supplemental oxygen to the patient's inhaled gas, and, therefore, is particularly suited for patients with a relatively low baseline oxygen concentration.
  • the present invention also contemplates changing the patient's arterial oxygen concentration by having the patient rebreathe expired gas. However, because this will raise the patient's CO 2 level, this technique is best used on non-spontaneously breathing patients, where increased levels of CO 2 will not cause unusual breathing patterns. For a non- spontaneously breathing patient, the present invention also contemplates changing the arterial oxygen concentration by momentarily pausing the ventilator used to provide the patient's breathing.
  • Rebreathing expired gas can be used to change the patient's arterial oxygen concentration in a spontaneously breathing patient if steps are taken to minimize the increase in the patient's CO 2 level.
  • the carbon dioxide CO 2 is preferably is removed from the rebreathed gas so that the patient does not dramatically alter their breathing pattern due to rebreathing of exhaled carbon dioxide.
  • An exemplary embodiment of the present invention contemplates using a conventional CO "scrubbing" technique for removing the CO 2 from the gas rebreathed by the patient. This is accomplished, for example, by placing a CO 2 scrubber in the rebreathing circuit or by passing the patient's exhaled gas through a CO 2 scrubber before it is returned to the patient. In either case, the rebreathed gas will have a lower oxygen concentration, thereby accomplishing the goal of changing the patient's arterial oxygen concentration without having the patient breathing CO 2 , which will likely trigger a relatively rapid increase in the patient's breath rate.
  • the present invention contemplates several techniques for calculating cardiac output based on the changes in oxygen uptake and the change in fractional arterial oxygen concentration resulting from the induced change in arterial oxygen concentration. Each of these techniques is discussed in turn below.
  • N Q volume and t is time. For a given period of time, t a to t b , the rate of flow of fluid during that period is determined as follows:
  • Equation (16) cannot be used to determine a patient's cardiac output because it does not take into consideration the fact that in the pulmonary system, the venus blood contains a predetermined level of oxygen before it is oxygenated in the lungs. In addition, this equation does not take into consideration blood that is shunted across the lungs and does not get oxygenated during a breathing cycle.
  • the present invention takes these items into consideration and accounts for their effect by, in essence, determining the baseline oxygen concentration and oxygen uptake for the patient, then executing the oxygen concentration modification step, in which the patient's fractional arterial oxygen concentration is changed from the baseline value.
  • the present invention determines cardiac output by monitoring the arterial oxygen concentration and oxygen uptake during this oxygen concentration modification step and by comparing the changes in the arterial oxygen concentration and oxygen uptake to the baseline levels.
  • Fig. 3 is a graph that illustrates the change in a patient's oxygen uptake, NO 2 , that takes place during the oxygen concentration modification step, in which a change in the arterial oxygen concentration, XaO 2 , is induced using any of the above-described techniques. More specifically, Fig. 3 illustrates the change in oxygen uptake that takes place by having the patient take one breath, i.e., from time t to t , that is relatively devoid of oxygen. It should be noted that the change in oxygen uptake is illustrated in a step fashion because oxygen uptake is measured and calculated on a breath-by-breath basis. As shown in Fig. 3, it takes several breaths for the patient's oxygen uptake to stabilize back to its baseline level. Area A in Fig. 3 represents the change in the oxygen uptake ⁇ VO 2 of the patient that occurs as a result of oxygen concentration modification step.
  • Fig. 4 illustrates the change in arterial oxygen saturation SaO 2 resulting from the induced change in arterial oxygen concentration, which, in this embodiment, involves having the patient take one breath that is devoid of oxygen.
  • Area B in Fig. 4 represents the change in arterial oxygen concentration ⁇ XaO 2 that occurs as a result of oxygen concentration modification step.
  • V U 2 V KJ2 baseline " » *-'2 after oxygen concentration modification ( 1 o)
  • ⁇ XaO 2 XaO baseline " XaO after oxygen concentration modification ( 9)
  • the present invention contemplates summing the oxygen uptake that occurs for each breath over the entire time, t a to t b , that the oxygen uptake is shifted from baseline, which, in effect, amounts to determining the area A under the curve, which is why this technique is referred to in the section heading as "Calculating Cardiac Output Based on the Area Under the Curves.”
  • the patient's arterial oxygen concentration will also shift from its baseline level for a period of time t c to tj.
  • the present invention contemplates finding the average arterial oxygen concentration resulting from the oxygen concentration modification step. It should be noted that the change in arterial oxygen concentration does not coincide with the start of the oxygen concentration modification step, i.e., t c ⁇ t a , because it takes some time for the change in inspired oxygen level to affect the patient's arterial oxygen concentration.
  • equation (19) for the present invention is rewritten as: ⁇ VO 2
  • Equation (20) can be written in greater detail as:
  • Figs. 5 and 6 are similar to Figs. 3 and 4, respectively, except that Figs. 5 and 6 take into consideration a scenario in which the patient's blood begins to recirculate at time x during the oxygen concentration modification step. It can be appreciated from Fig. 5, that the patient's oxygen uptake may increase above baseline and then eventually return to its baseline level at time t b ⁇ . It this situation, the only area of interest is the area under the baseline, i.e., area Ai. That is, the effects of recirculatation, and, hence, area A 2 should be ignored in solving equation (21). For this reason, the present invention contemplates extrapolating to determine the baseline crossing point, which corresponds to point t b in equation (21). Thus, the change in oxygen uptake resulting from the oxygen concentration modification step, in this situation, will take into consideration the sum of areas A t and A 2 for purpose of solving equation (21), ignoring area A 3 above the baseline.
  • Fig. 6 illustrates that a second drop in the patient's arterial oxygen saturation will occur at time x due to the recirculation of the relatively oxygen poor blood. If this second drop, which is represented by area B 2 , is minimal, it can be ignored for purposes of determining the time period t c to t d . Thus, the time period t c to t d2 associated with areas Bi and B 2 are used to solve equation (21).
  • Figs. 7 and 8 like Figs. 3 and 4, illustrate the changes in the patient's oxygen uptake and arterial oxygen saturation, respectively, resulting from the oxygen concentration modification step. From Fig. 7, it can be appreciated that the change in oxygen uptake that takes place during the first breath of the oxygen concentration modification step can be defined in terms of its slope as:
  • Equation (23) defines the slope of dashed line C in Fig. 7.
  • FIGs. 9 and 10 illustrate the changes in the patient's oxygen uptake and arterial oxygen saturation, respectively, resulting from the oxygen concentration modification step. From Fig. 9, it can be appreciated that there is a relatively large initial drop in oxygen uptake at the start of the oxygen concentration modification step, i.e., from time ti to t . The magnitude of this drop can be determined from the output of the flow sensor and the oxygen analyzer using any conventional technique. From Fig. 10, it can be appreciated that there is corresponding drop in arterial oxygen saturation. Although, as noted above, this drop in arterial oxygen concentration is delayed in time from the initial drop in oxygen uptake.
  • the value of the fractional arterial oxygen concentration at t m can be determined using any conventional technique.
  • the oxygen concentration modification step also contemplates increasing the patient's arterial oxygen in some situations. In which case, the change in oxygen uptake will be in the positive direction, opposite that shown in Figs. 3, 5, 7, and 9. Similarly, the change in the fractional arterial oxygen concentration will also be in the positive direction, opposite that shown in Figs. 4, 6, 8, and 10.
  • the techniques for determining cardiac output discussed herein are equally applicable where the oxygen concentration modification step in performed by increasing the patient's arterial oxygen.
  • equation (28) represents a direct calculation for cardiac output because the units represented by the numerator are, for example, liters/second or liters/minute, and the denominator is unitless.
  • equation (29) also represents a direct calculation for cardiac output because the unit represented by the numerator are, for example, liters/second or liters/minute, and the denominator is unitless.
  • the change in magnitude of the oxygen uptake and fractional arterial oxygen concentration are monitored during the oxygen modification step, which is why this technique is referred to in the preceding section heading as the "Magnitude of the Curve" technique.
  • Vache Qbiood - i!£ ⁇ L - (31)
  • equation (30) can be substituted into equation (31) to determine the cardiac output.
  • One embodiment of the present invention contemplates determining the baseline oxygen uptake and baseline arterial oxygen concentration before performing the oxygen concentration modification step so that the changes in oxygen uptake and baseline arterial oxygen concentration resulting from the oxygen concentration modification step can be compared to this baseline. It is to be understood, however, that in an alternative embodiment of the present invention, the baseline oxygen uptake and baseline arterial oxygen concentration are established after the effects of the oxygen concentration modification step; namely, after the patient's cardio-pulmonary system has returned to a steady state following the oxygen concentration modification step.
  • Figs. 11 and 12 schematically illustrate an exemplary embodiment of a cardiac output measurement device 30 used to implement the above-described cardiac output measurement method.
  • Cardiac output measurement device 30 includes a patient flow measurement system 32 for quantitatively measuring the flow of gas to and from the patient and an oxygen analyzer 34 that measures the patient's fraction of inspired oxygen (FIO 2 ).
  • Patient flow measurement system 32 includes a flow sensor 33, also referred to as a flow element, that creates a pressure differential for measuring the flow of gas passing through the flow element.
  • Oxygen analyzer 34 includes an oxygen analyzing element 35, which is essentially an airway adapter optical window and an O 2 transducer having phototransmitter and photodector, that is used to measure the amount of oxygen passing in front of the optical window.
  • Flow sensor 33 and oxygen analyzing element 35 are preferably located proximate to the patient's airway. The outputs of the patient flow and oxygen analyzing systems are provided to a microprocessor 36 for calculating the patient's oxygen uptake.
  • Cardiac output measurement device 30 includes means 38 for detecting a parameter indicative of the fractional arterial oxygen concentration, XaO 2 , of a patient.
  • this parameter is any one of either SpO 2 , SaO 2 , PaO 2 , or CaO 2 .
  • An example of a sensor that measures SpO 2 is a conventional pulse oximeter, and a sensor that measures SaO 2 , PaO 2 , or CaO 2 is a continuous indwelling catheter.
  • a conversion to XaO 2 may be necessary. This can be done, for example, by microprocessor 36.
  • the pulse oximeter includes a pulse oximeter sensor 39 in contact with the patient to measure the oxygen saturation SpO 2 of patient 37.
  • cardiac output measurement device 30 includes an input/output interface 40 for communicating with the user.
  • a display or other indicator may be provided that notifies the user when to induce that change in arterial oxygen concentration, as well as outputs the cardiac measurement result.
  • a communication link 42 can also be provided for downloading or receiving information and commands to or from a remote location.
  • One embodiment of the present invention contemplates that one or more of the patient flow measurement system, the oxygen analyzing system, and the fractional arterial oxygen concentration measuring system can be implemented in a separate, stand-alone, module with the output of each being provided to processor 36. This enables different types of patient flow, oxygen analyzing, and arterial oxygen concentration measuring systems to be used with a common cardiac output determination module.
  • patient flow measuring system can be used to provide the required inputs to the cardiac output module.
  • oxygen analyzing system can be used to provide the required inputs to the cardiac output module.
  • arterial oxygen concentration measuring system can be integrated into a single housing 43, as shown, for example, in Fig. 12.
  • the measuring elements of each system such as the flow element 33, the airway adapter and O 2 transducer 35, and the pulse oximeter sensor 39, provide inputs, e.g., electronic, optical, pneumatic, or otherwise, to one or more processing systems in housing 43.
  • device 50 is a rebreathing system that captures the patient's expired gas in a collection reservoir 52.
  • a valve 54 controls the flow of gas, so that when the cardiac output system is not actuated, the patient's airway communicates with ambient atmosphere or a conventional ventilator or pressure support system (not shown).
  • valve 54 is controlled manually or via processor 36, to cause the patient's exhaled gas passed to reservoir 52 where it is collected. Because the gas collected in reservoir 52 has been exhaled by the patient, its oxygen concentration is significantly reduced.
  • a device 56 for removing CO 2 is included in rebreathing system 50, so that the spontaneously breathing patient does not rebreathe significant amounts of CO 2 .
  • device 56 is a CO 2 scrubber that removes CO 2 from the gas passing therethrough.
  • CO 2 removal device 56 is optional, because their breathing pattern is controlled by the ventilator regardless of the CO 2 levels inhaled by the patient.

Abstract

A method and apparatus for use in determining the cardiac output. The method includes quantitatively measuring the patient's airflow via a patient flow measurement system (32), a first parameter indicative of the percent oxygen inhaled and exhaled by the patient via an oxygen analyzing system (34), and a second parameter indicative of the patient's fractional arterial oxygen concentration via system (38). The method also includes inducing a change in the patient's arterial oxygen concentration while taking these measurements to monitor the effects of the change in the patient's arterial oxygen concentration. The cardiac output is determined by a cardiac output determining system (36) from the data collected regarding the effects of the change in the patient's arterial oxygen concentration.

Description

METHOD AND APPARATUS FOR DETERMINING CARDIAC OUTPUT
BACKGROUND OF THE INVENTION
1. Field of the Invention
The present invention pertains to a method and apparatus for determining the cardiac output of a patient, and, more particularly, to a method of determining cardiac output by analyzing the effect that an induced change in the patient's arterial oxygen concentration has on their oxygen uptake and fractional arterial oxygen concentration, and to an apparatus for use in implementing such a method.
2. Description of the Related Art The are several generally accepted techniques for measuring cardiac output
(CO), which is the total volumetric flow of blood through the heart, and, thus, through the body at any given time. These techniques include: thermodilution, dye dilution, the direct Fick method, and partial CO2 rebreathing. Thermodilution involves injecting cold saline directly into the right atrium of the heart and measuring the temperature change downstream in the pulmonary artery using a temperature sensor placed in this artery. Cardiac output is determined based on this temperature change. Dye dilution is similar to thermodiluation except that a dye, rather than cold saline, is injected into the art. The amount of dye collected downstream is measured to determine the patient's cardiac output.
According to the direct Fick method, either the content of oxygen (O ) or the content of carbon dioxide (CO2) in both the arterial blood and mixed venous blood are measured. The Fick equation, written for oxygen, is: CO = O2 uptake/(the content of O2 in arterial blood - the content of O2 in mixed venous blood). The Fick equation, written for carbon dioxide, is: CO = CO2 excreted/(the content of CO2 in mixed venous blood - the content of CO2 in arterial blood). As noted above, the direct Fick method requires obtaining a mixed venous blood sample, which is only available in the pulmonary artery. See Fig. 1.
It can thus be appreciated that thermodilution, dye dilution, and the direct Fick method for determining cardiac output all require insertion of a catheter into the patient at, near, or through the heart. More specifically, in implementing these cardiac output measurements, a catheter is usually floated through the chambers of the heart in order to insert the saline or dye or to obtain the necessary blood sample at the correct location. For this reason, either of the above cardiac output measurement techniques is very invasive. Indeed, it is known that an arrhythmia may result from the placement of the catheter in or through the heart. Therefore, these cardiac output measurement techniques are typically only performed in the most critical of situations, where the need to know the patient's cardiac output outweighs the risk to the patient in taking this measurement. The partial CO2 rebreathing technique for measuring cardiac output, on the other hand, is a noninvasive approach believed to have been developed by Novametrix Medical Systems, Inc. of Wallingford, Connecticut (Novametrix). This method is implemented using a device referred to as a NICO™ sensor, which is distributed by Novametrix. The NICO sensor measures the flow of gas to and from the patient and the CO2 content in the patient's exhaled gas.
The partial CO2 rebreathing cardiac output measurement technique is based on the CO2 Fick equation in conjunction with what is called partial CO2 rebreathing. According to this partial CO2 rebreathing technique, cardiac output is measured by comparing the patient's CO2 excretion to the arterial CO2 content during normal breathing and during rebreathing, in which the patient rebreathes expired gases for a period of time. Cardiac output is determined as: CO = the change in CO2 excretion/the change in the arterial CO2 content.
Arterial CO2 is typically determined from a sample of arterial blood. However, in order to eliminate the need for a blood sample to measure the arterial CO2 content, the partial CO2 rebreathing technique substitutes end tidal CO2 (ETCO2) for the required arterial CO2 measurement. Therefore, the cardiac output equation becomes: CO = the change in CO2 excretion/the change in the ETCO2.
This partial CO2 rebreathing technique, however, has several disadvantages. Namely, the patient is preferably intubated or breathing through a trachea tube when taking the flow and CO2 measurements to capture the total volume of CO2. In addition, the patient must be heavily sedated or unconscious so that he or she is not breathing spontaneously. If the patient is breathing spontaneously, the increased CO2 level in the blood during the rebreathing phase would automatically trigger the patient's respiratory system to speed up or deepen the breaths to remove the excess CO . It is well known that for most patient's the level of CO2, not the level of O2, is the mechanism for triggering ventilation. Such rapid or deep breathing prevents an accurate determination of cardiac output under this technique. It should also be noted that the use of end tidal CO2, as opposed the arterial CO2 content, may introduce errors in determining cardiac output, because the are situations where the end tidal CO2 may not correlate with the arterial CO2 content. The partial CO2 rebreathing cardiac output measurement technique is also disadvantageous because it does not adequately account for shunt blood flow, which is blood that is not oxygenated during the respiratory cycle. This flow cannot be directly measured, but must be estimated when using this conventional cardiac output measurement technique.
SUMMARY OF THE INVENTION
Accordingly, it is an object of the present invention to provide a method of measuring cardiac output that overcomes the shortcomings of conventional cardiac output measurement techniques. This object is achieved according to one embodiment of the present invention by providing a cardiac output measurement method that includes quantitatively measuring a patient's airflow, a first parameter indicative of a percent oxygen inhaled and exhaled by the patient, and a second parameter indicative of the patient's fractional arterial oxygen concentration. The present method also includes inducing a change in the patient's arterial oxygen concentration and repeating these measurements to monitor the effects resulting from inducing the change in the patient's arterial oxygen concentration. The patient's cardiac output is determined based on the data collected.
It is yet another object of the present invention to provide an apparatus for non-invasively determining the cardiac output of a patient, including a spontaneously breathing patient, that does not suffer from the disadvantages associated with conventional cardiac measurement systems. This object is achieved by providing an apparatus that includes a patient flow measuring system capable of quantitatively measuring a patient's airflow, i.e., the flow of gas to and from a patient, an oxygen analyzing system adapted to measure a first parameter indicative of a percent oxygen inhaled and exhaled by such a patient, and means for measuring a second parameter indicative of the patient's fractional arterial oxygen concentration, such as a pulse oximeter. A processor determines the cardiac output based on the measured patient airflow, the first parameter, and the second parameter.
In addition, an output device outputs the result indicative of the patient's cardiac output.
These and other objects, features and characteristics of the present invention, as well as the methods of operation and functions of the related elements of structure and the combination of parts and economies of manufacture, will become more apparent upon consideration of the following description and the appended claims with reference to the accompanying drawings, all of which form a part of this specification, wherein like reference numerals designate corresponding parts in the various figures. It is to be expressly understood, however, that the drawings are for the purpose of illustration and description only and are not intended as a definition of the limits of the invention.
BRIEF DESCRIPTION OF THE DRAWINGS
Fig. 1 is a schematic diagram of mammalian cardio-pulmonary system; Fig. 2 is an oxygen-hemoglobin dissociation curve for a human;
Fig. 3 is a graph illustrating the change in oxygen uptake that takes place during an induced change in arterial oxygen concentration according to the cardiac output measurement method of the present invention;
Fig. 4 is a graph illustrating the change in arterial oxygen saturation resulting from the induced change in arterial oxygen concentration;
Figs. 5 and 6 are graphs illustrating the change in oxygen uptake and arterial oxygen concentration, respectively, resulting from the induced change in arterial oxygen concentration including the potential effects of recirculation;
Figs. 7 and 8 are graphs illustrating the change in oxygen uptake and arterial oxygen concentration, respectively, resulting from the induced change in arterial oxygen concentration illustrating an alternative embodiment for determining cardiac output based on these changes;
Figs. 9 and 10 are graphs illustrating the change in oxygen uptake and arterial oxygen concentration, respectively, resulting from the induced change in arterial oxygen concentration illustrating yet another alternative embodiment for determining cardiac output based on these changes;
Fig. 11 is a schematic diagram of a device for implementing the cardiac output measurement method of the present invention; and
Fig. 12 is a schematic diagram of the device of Fig. 11 shown in use on a patient.
DETAILED DESCRIPTION OF THE PRESENTLY PREFERRED EMBODIMENTS OF THE INVENTION
Fig. 1 schematically illustrates a patient's cardio-pulmonary system, which is useful in understanding the cardiac output measurement system of the present invention. The cardiac output measurement technique of the present invention measures the output, i.e., rate of flow of blood, from the left side of the heart. As described in detail below, the cardiac output measurement method of the present invention uses the transfer of oxygen from the lungs to the arteries in order to determine cardiac output.
The presently preferred method of determining the cardiac output includes the following steps, each of which is discussed in detail below: (1) quantitatively measuring (a) the patient's airflow, (b) a parameter indicative of the percent oxygen inhaled and exhaled by the patient, and (c) a parameter indicative of the patient's fractional arterial oxygen concentration (XaO2);
(2) inducing a change in the patient's arterial oxygen concentration while taking measurements (a)-(c) set forth in step (1) to monitor the effects of the change in the patient's arterial oxygen concentration; and
(3) from the data collected regarding the effect of the change in the patient's arterial oxygen concentration, determining the patient's cardiac output.
According to the present invention, the patient's cardiac output (CO) is determined based on the change in oxygen uptake versus the change in fractional arterial oxygen concentration resulting from the induced change in the arterial oxygen concentration.
Stated another way:
_ change in the oxygen uptake change in the arterial oxygen concentration
It is important to note that the patient's arterial oxygen concentration, not their carbon dioxide concentration, is what is being manipulated in order to induce a change in the patient's oxygen uptake and fractional arterial oxygen concentration. As a result, this method can be performed on a spontaneously breathing patient, as well as a patient who is not spontaneously breathing. Unlike changing the patient's CO2 concentration, changing the patient's arterial O2 concentration will not cause the patient to automatically attempt to alter their breathing pattern to move the O2 concentration back to normal. Because this cardiac output measurement technique involves inducing a change in the patient's arterial oxygen concentration, it is referred to as an oxygen concentration modification cardiac output measurement method. hi one embodiment of the present invention, which is described in detail below, the patient's fractional arterial oxygen concentration is measured non-invasively using a conventional pulse oximeter. Thus, unlike conventional cardiac output measurement methods, the oxygen concentration modification cardiac output measurement method of the present invention can be performed non-invasively on a spontaneously breathing patient. I. Measuring Airflow, Percent O2 Inhaled/Exhaled, and the Fractional Arterial Oxygen Concentration
According to the present invention, the patient's quantitative airflow and a parameter indicative of the percent oxygen inhaled and exhaled by the patient are measured to determine the patient's oxygen uptake. Oxygen uptake is the amount of oxygen absorbed into the blood in the lungs. It is typically expressed in liters as NO2 or in liters per minute (1pm)
as NO2. Thus, equation (1) can be rewritten as follows:
CO(liters) = 2 , or as (2)
ΔXaO2
CO(lpm) = ^-^_ . (3)
ΔXaO2 Oxygen uptake, which is measured during a breathing cycle, is determined by measuring the volumetric airflow Qpatient to and from the patient, the %O2 inhaled, and the %O2 exhaled during that breathing cycle. Volumetric airflow is measured using a flow meter, such as a conventional pneumotach, that is capable of quantitatively measuring the flow of gas to and from the patient's airway. U.S. Patent No. 6,017,315 to Starr et al., the contents of which are incorporated herein by reference, describes a suitable flow meter that quantitatively measures the flow of gas to and from a patient.
The %O2 inhaled and %O2 exhaled is measured using a conventional oxygen analyzer. An example of a combination flow sensing element and O2 concentration analyzer window suitable for use in the present invention is taught in provisional U.S. Patent Application No. 60/170,918, the contents of which are incorporated herein by reference.
More specifically, the present invention contemplates determining the %O2 inhaled by measuring the patient's fraction of inspired oxygen (FIO2) as a parameter indicative of the percent oxygen inhaled and exhaled, and multiplying this FIO2 by 100, i.e., %O2 inhaled = FIO2 (inhaled) * 100. A similar process is used to determine %O2 exhaled. Oxygen uptake, NO2, for one breath, is determined as follows: t2 NO2inhaled = J(Qpatient[%O2/100])dt , (4)
VO2exhaled = j(Qpatient[%O2/100])dt , atid (5) NO2 = NO2inhaled - VO2exhaled, (6) where ti is the start of inhalation, t2 is the end of inhalation or start of exhalation, and t3 is the end of exhalation. Oxygen uptake in liters per minute is then determined as:
NO2 = NO2 * fbreath, (7) were fbreath is the frequency of breaths, i.e., breaths per minute.
There are a variety of parameters indicative of fractional arterial oxygen concentration, XaO2, of a patient that can be measured and used in the cardiac output determination method. One embodiment of the present invention contemplates measuring at least one the following blood gas constituents, SaO2, PaO2, and CaO as the parameter indicative of the patient's fractional arterial oxygen concentration XaO2. These parameters are measured from an arterial blood sample or using a continuously indwelling catheter. It is preferable for one or more of these constituents to be measured continuously, for example, using an indwelling catheter so that the effects of the induced change in arterial oxygen concentration on the oxygen uptake and fractional arterial oxygen concentration can be monitored on a substantially continuous basis. This is especially important because of the relatively short duration of the effects of the induced change in arterial oxygen concentration resulting from the oxygen concentration modification step.
The present invention also contemplates measuring the pulse oximetry oxygen saturation level (SpO2) of the patient as the parameter indicative of the fractional arterial oxygen concentration XaO2. This measurement is advantageous in that the SpO2 can be measured non-invasively using a conventional pulse oximeter. It can also be taken on a generally continuous basis to closely monitor the effects of the induced oxygen concentration modification on the patient's actual fractional arterial oxygen concentration.
Although the SpO2 level can be taken from almost any location on the patient, such as the finger or ear, in a preferred embodiment, the SpO2 is measured across the nasal septum. This location is especially desirable because it represents a relatively direct flow from the carotid artery, as shown in Fig. 1.
Depending on which parameter, SpO2, SaO2, PaO2, or CaO2, indicative of fractional arterial oxygen concentration XaO2 is measured, a conversion may be required in order to arrive at the patient's actual fractional arterial oxygen concentration XaO2. The only parameter indicative of fractional arterial oxygen concentration XaO2 that does not have to be converted in order to arrive at the patient's fractional arterial oxygen concentration XaO2 is the arterial oxygen content measurement CaO2, because CaO2 is a direct measurement of the fractional arterial oxygen concentration. Thus, CaO2=XaO2, and no conversion is necessary. Oxygen saturation, SaO2, on the other hand, is not a direct measurement of the fractional arterial oxygen concentration XaO2. If SaO2is the measured parameter, a conversion is needed, so that the measured SaO2 can be used as the fractional arterial oxygen concentration XaO2. For a normal adult, there is a linear relation between SaO2 and CaO2 and, hence, between SaO2 and XaO2. More specifically, the following relationship is known:
Vol % O2 = (Hb concentration) (O2 saturation (SaO2) )(O2 carrying capacity of Hb), (8) where, for a normal adult, the O2 carrying capacity of hemoglobin (Hb) is approximately 1.34 mlO2/gmHb, and the Hb concentration is approximately 15 gmHb/lOOmlblood. Thus, for a normal adult:
Vol%O2 15gmHb SaO2 1.34mlO2
XaO, = - = * - * -. (9)
2 100 lOOmlbood 100 gmHb
Equation (9) can be simplified as:
XaO2 = SaO2 * k, (10) where, for a normal adult:
k = (15χ l 4) . (11)
(100X100) Of course, the values for Hb concentration (15 gmHb) and O2 carrying capacity of Hb (1.34 mlO2) can differ depending on the individual. Therefore, if the Hb concentration and O2 carrying capacity of Hb for an individual are known, a more exact relationship (k value) between SaO and XaO2 can be determined. The present invention contemplates that the values for Hb concentration and/or O2 carrying capacity of Hb can be directly input by the user, automatically input from measurements taken by a co-oximeter or other equivalent device via a communication link with such a device, manually or automatically selected from a range of values based on information about the patient, or a default value can be used. There is also a known relationship, albeit nonlinear, between PaO2 and SaO2.
This nonlinear relationship is graphically depicted in Fig. 2, which is referred to as an oxygen-hemoglobin dissociation curve 10. If PaO2 is the measured parameter, it must first be converted to an SaO2 using the dissociation curve, which can be accomplished using any conventional technique. Thereafter, the conversion factor k for SaO2 must be used to arrive at the patient's fractional arterial oxygen concentration XaO2 as discussed above. A patient's SaO2, PaO2, or CaO2 can only be measured by sampling the patient's arterial blood or using a continuously indwelling catheter, either of which is a relatively invasive procedure. SpO2, on the other hand, which is an estimation of SaO2, is measured non-invasively. Therefore, measuring the patient's SpO2 has the advantage of being fast, easy, and non-invasive. If SpO2 is taken as the measured parameter, it is considered an approximation of SaO2, i.e., SpO2 ~ SaO2. Thus, the conversion factor k is applied to the measured SpO2 to arrive at the patient's fractional arterial oxygen concentration XaO2, i.e., XaO2 = SpO2 * k.
II. Inducing a Change in Arterial Oxygen Concentration The present technique for determining a patient's cardiac output involves inducing a change the patient's arterial oxygen concentration. This can be done in a variety of ways, several of which are discussed below, so long as there is a measurable difference between the patient's baseline arterial oxygen concentration and the patient's arterial oxygen concentration following the induced change therein. Because the goal of this process is to force a change in the patient's arterial oxygen concentration, this step in the cardiac output measurement process of the present invention is referred to herein as the "oxygen concentration modification step."
It should be noted that the arterial oxygen concentration can either be increased or decreased depending on the condition of the patient. For example, a generally healthy patient has an oxygen saturation level of approximately 98 %. As a result, there is very little room to improve oxygenation, e.g., up to 99%. Therefore, the present invention contemplates reducing the patient's oxygen saturation as one technique for inducing a change in the patient's arterial oxygen concentration, especially in those patients with a relatively high baseline SaO2. Reducing the patient's oxygen saturation can be accomplished by reducing the fraction of inspired oxygen (FIO2) in the patient's inhaled gas. This can be accomplished, for example, by increasing the concentration of other inhaled gas constituents, such as nitrogen, which as the effect of lowering the patient's arterial oxygen saturation. In one embodiment of the present invention, the patient breathes nitrogen for one or more breaths, thereby reducing their arterial oxygen concentration. This technique is particularly suited for patients with a relatively high baseline oxygen concentration. As noted above, changing the patient's arterial oxygen concentration can also be accomplished by increasing the fraction of inspired oxygen in the inhaled gas. This can be accomplished, for example, by adding supplemental oxygen to the patient's inhaled gas, and, therefore, is particularly suited for patients with a relatively low baseline oxygen concentration.
The present invention also contemplates changing the patient's arterial oxygen concentration by having the patient rebreathe expired gas. However, because this will raise the patient's CO2 level, this technique is best used on non-spontaneously breathing patients, where increased levels of CO2 will not cause unusual breathing patterns. For a non- spontaneously breathing patient, the present invention also contemplates changing the arterial oxygen concentration by momentarily pausing the ventilator used to provide the patient's breathing.
Rebreathing expired gas can be used to change the patient's arterial oxygen concentration in a spontaneously breathing patient if steps are taken to minimize the increase in the patient's CO2 level. For example, the carbon dioxide CO2 is preferably is removed from the rebreathed gas so that the patient does not dramatically alter their breathing pattern due to rebreathing of exhaled carbon dioxide.
An exemplary embodiment of the present invention contemplates using a conventional CO "scrubbing" technique for removing the CO2 from the gas rebreathed by the patient. This is accomplished, for example, by placing a CO2 scrubber in the rebreathing circuit or by passing the patient's exhaled gas through a CO2 scrubber before it is returned to the patient. In either case, the rebreathed gas will have a lower oxygen concentration, thereby accomplishing the goal of changing the patient's arterial oxygen concentration without having the patient breathing CO2, which will likely trigger a relatively rapid increase in the patient's breath rate.
III. Determining Cardiac Output
The present invention contemplates several techniques for calculating cardiac output based on the changes in oxygen uptake and the change in fractional arterial oxygen concentration resulting from the induced change in arterial oxygen concentration. Each of these techniques is discussed in turn below. A. Technique 1 - Calculating Cardiac Output Based on the Area Under the Curves
It is well known that the rate of flow (Q) of a fluid, which is typically expressed in liters per minute (1pm), is defined as:
N Q = . (12) where N is volume and t is time. For a given period of time, ta to tb, the rate of flow of fluid during that period is determined as follows:
Figure imgf000013_0001
The following relationships are also known:
VO χXaa0O2 == - 7^ 2- ,, oorr (14)
2 V
N= V°2 (15) XaO2 Substituting equation (14) into equation (13) yields:
Q = Y ι . (16)
XaO2 * (tb - ta)
Equation (16), however, cannot be used to determine a patient's cardiac output because it does not take into consideration the fact that in the pulmonary system, the venus blood contains a predetermined level of oxygen before it is oxygenated in the lungs. In addition, this equation does not take into consideration blood that is shunted across the lungs and does not get oxygenated during a breathing cycle.
The present invention takes these items into consideration and accounts for their effect by, in essence, determining the baseline oxygen concentration and oxygen uptake for the patient, then executing the oxygen concentration modification step, in which the patient's fractional arterial oxygen concentration is changed from the baseline value. The present invention determines cardiac output by monitoring the arterial oxygen concentration and oxygen uptake during this oxygen concentration modification step and by comparing the changes in the arterial oxygen concentration and oxygen uptake to the baseline levels.
Fig. 3 is a graph that illustrates the change in a patient's oxygen uptake, NO2, that takes place during the oxygen concentration modification step, in which a change in the arterial oxygen concentration, XaO2, is induced using any of the above-described techniques. More specifically, Fig. 3 illustrates the change in oxygen uptake that takes place by having the patient take one breath, i.e., from time t to t , that is relatively devoid of oxygen. It should be noted that the change in oxygen uptake is illustrated in a step fashion because oxygen uptake is measured and calculated on a breath-by-breath basis. As shown in Fig. 3, it takes several breaths for the patient's oxygen uptake to stabilize back to its baseline level. Area A in Fig. 3 represents the change in the oxygen uptake ΔVO2 of the patient that occurs as a result of oxygen concentration modification step.
Fig. 4 illustrates the change in arterial oxygen saturation SaO2 resulting from the induced change in arterial oxygen concentration, which, in this embodiment, involves having the patient take one breath that is devoid of oxygen. Area B in Fig. 4 represents the change in arterial oxygen concentration ΔXaO2 that occurs as a result of oxygen concentration modification step. These changes are measured and used to calculate cardiac output as follows:
Q = ΔV0* , (17)
ΔXaO2 * (tb - ta) where:
Δ V U2 = V KJ2 baseline " » *-'2 after oxygen concentration modification ( 1 o)
ΔXaO2 = XaO baseline " XaO after oxygen concentration modification ( 9)
It can be appreciated from Figs. 3 and 4 that although the patient takes only one breath that is devoid of oxygen, the patient's oxygen uptake will shift from its baseline level for several breaths, i.e., from time ta to time tb. Therefore, the present invention contemplates summing the oxygen uptake that occurs for each breath over the entire time, ta to tb, that the oxygen uptake is shifted from baseline, which, in effect, amounts to determining the area A under the curve, which is why this technique is referred to in the section heading as "Calculating Cardiac Output Based on the Area Under the Curves." The patient's arterial oxygen concentration will also shift from its baseline level for a period of time tc to tj. Therefore, the present invention contemplates finding the average arterial oxygen concentration resulting from the oxygen concentration modification step. It should be noted that the change in arterial oxygen concentration does not coincide with the start of the oxygen concentration modification step, i.e., tc ≠ ta, because it takes some time for the change in inspired oxygen level to affect the patient's arterial oxygen concentration. Thus, equation (19) for the present invention is rewritten as: ∑ΔVO2
Q = - *-1 . (20)
ΔXaO2 * (tb - ta)
Equation (20) can be written in greater detail as:
Figure imgf000015_0001
where: VO2 = '2 (Qpatient[%O2/100])dt -/t t 2 3(Qpatient[%O2/100])dt . (22)
Figs. 5 and 6 are similar to Figs. 3 and 4, respectively, except that Figs. 5 and 6 take into consideration a scenario in which the patient's blood begins to recirculate at time x during the oxygen concentration modification step. It can be appreciated from Fig. 5, that the patient's oxygen uptake may increase above baseline and then eventually return to its baseline level at time tbι. It this situation, the only area of interest is the area under the baseline, i.e., area Ai. That is, the effects of recirculatation, and, hence, area A2 should be ignored in solving equation (21). For this reason, the present invention contemplates extrapolating to determine the baseline crossing point, which corresponds to point tb in equation (21). Thus, the change in oxygen uptake resulting from the oxygen concentration modification step, in this situation, will take into consideration the sum of areas At and A2 for purpose of solving equation (21), ignoring area A3 above the baseline.
Fig. 6 illustrates that a second drop in the patient's arterial oxygen saturation will occur at time x due to the recirculation of the relatively oxygen poor blood. If this second drop, which is represented by area B2, is minimal, it can be ignored for purposes of determining the time period tc to td. Thus, the time period tc to td2 associated with areas Bi and B2 are used to solve equation (21).
However, if this second drop is not minimal, the time period tc to tat associated with area Bι_ alone is used for solving equation (21). The location of time t i is determined using any conventional extrapolation technique. Of course, the present invention contemplates using suitable programming or other means for deciding when the effect of recirculation, and, hence the size of area B2 is above the predetermined minimal threshold and must be accounted for in solving equation (21). B. Technique 2 - Calculating Cardiac Output Based on the Slopes of the Curves
Figs. 7 and 8, like Figs. 3 and 4, illustrate the changes in the patient's oxygen uptake and arterial oxygen saturation, respectively, resulting from the oxygen concentration modification step. From Fig. 7, it can be appreciated that the change in oxygen uptake that takes place during the first breath of the oxygen concentration modification step can be defined in terms of its slope as:
_ Δy _ y2 - yτ _ VO2(t3) -VO2(t1)
ΔVO„ = (23)
Δx t3 - , recall from above that ti corresponds to the start of inspiration and that t3 corresponds to the end of expiration, and where VO2(tι) and VO2(t3) are the oxygen uptakes at times and t3, respectively. It can be further appreciated that equation (23) defines the slope of dashed line C in Fig. 7.
From Fig. 8, it can be appreciated that that the change in fractional arterial oxygen concentration that takes place during the same time period t - ti can also be defined in terms of its slope as:
XaO2 (t5) -XaO2(t4)
ΔXaO2 (24) t5 " t4 where, t5 - 14 = t3 - ti, and where XaO2(t5) and XaO2(t4) are the arterial oxygen concentration at times t5 and t , respectively. It can be further appreciated that equation (24) defines the slope of dashed line D in Fig. 8. Therefore, this cardiac output determination technique is referred to in the immediately preceding section heading as the "Slopes of the Curve" technique. From equation (15) it is known that:
ΔVO„
ΔV = (25)
ΔXaO,
Substituting equations (23) and (24) in to equation (25) yields: "V02(t3) - V02(t1)" t5 - t4
ΔV = (26) t3 tj LXaO2(t5) -XaO2(t4)
From equations (13) and (26), the patient's cardiac output Q in liters per minute is defined as:
ΔV VO^ - VO.ft,) t5 - t4
Q = (27) t3 ~ tι (t3 - tx)2 XaO2(t5) -XaO2(t4) It can be appreciated that determining cardiac output based on the slopes of lines C and D is advantageous in that the effects of recirculation, if any, do not influence the determination of cardiac output.
C. Technique 3 - Calculating Cardiac Output Based on the Magnitude of the Curves
Yet another technique for determining cardiac output involves comparing the magnitude of the change in oxygen uptake with the magnitude of the change in arterial oxygen concentration resulting from the oxygen concentration modification step. Figs. 9 and 10 illustrate the changes in the patient's oxygen uptake and arterial oxygen saturation, respectively, resulting from the oxygen concentration modification step. From Fig. 9, it can be appreciated that there is a relatively large initial drop in oxygen uptake at the start of the oxygen concentration modification step, i.e., from time ti to t . The magnitude of this drop can be determined from the output of the flow sensor and the oxygen analyzer using any conventional technique. From Fig. 10, it can be appreciated that there is corresponding drop in arterial oxygen saturation. Although, as noted above, this drop in arterial oxygen concentration is delayed in time from the initial drop in oxygen uptake. This drop begins at time tc and reaches a maximum difference from the initial baseline level at time tm. The value of the fractional arterial oxygen concentration at tm, XaO2(tm), can be determined using any conventional technique. As a side note, it is worth remembering that the oxygen concentration modification step also contemplates increasing the patient's arterial oxygen in some situations. In which case, the change in oxygen uptake will be in the positive direction, opposite that shown in Figs. 3, 5, 7, and 9. Similarly, the change in the fractional arterial oxygen concentration will also be in the positive direction, opposite that shown in Figs. 4, 6, 8, and 10. The techniques for determining cardiac output discussed herein are equally applicable where the oxygen concentration modification step in performed by increasing the patient's arterial oxygen.
Referring again to Figs. 9 and 10, one embodiment of the present invention contemplates comparing the magnitude of the change in oxygen uptake from time ti to t3 with the magnitude of the change in arterial oxygen concentration from time tc to tm, so that the patient's cardiac output is defined as: ΔVO 2 (Magnitude t, to t3) co = t3 - t1 ΔVO2(Magnitide t1 to t3)
XaO2 (Magnitude tc to tm ) ΔXaO2 (Magnitide tc to tm )
It can be appreciated that equation (28) represents a direct calculation for cardiac output because the units represented by the numerator are, for example, liters/second or liters/minute, and the denominator is unitless. Another embodiment of the present invention contemplates determining cardiac output based on the time period tc to te, where tc to te = ti to t , so that
ΔVO 2 (Magnitude tj to t3) co = t3 - tt = ΔVO2(Magnitide t1 to t3) '
ΔXaO 2 (Magnitude tc to te) ΔXaO2 (Magnitide tc to te)
As with equation (28), equation (29) also represents a direct calculation for cardiac output because the unit represented by the numerator are, for example, liters/second or liters/minute, and the denominator is unitless. In these embodiments, the change in magnitude of the oxygen uptake and fractional arterial oxygen concentration are monitored during the oxygen modification step, which is why this technique is referred to in the preceding section heading as the "Magnitude of the Curve" technique.
D. Technique 4 - Calculating Cardiac Output Based on the Volume of Blood Flow
It is known that the volume of blood flowing through the heart during a breathing cycle is defined as:
'<• ΔVO V„ = ^d, . (30)
and the flow of blood, i.e., cardiac output, in liters per minute, for example, it defined as:
V„ Qbiood = -i!£ΞL - (31)
It can be appreciated that equation (30) can be substituted into equation (31) to determine the cardiac output.
One embodiment of the present invention contemplates determining the baseline oxygen uptake and baseline arterial oxygen concentration before performing the oxygen concentration modification step so that the changes in oxygen uptake and baseline arterial oxygen concentration resulting from the oxygen concentration modification step can be compared to this baseline. It is to be understood, however, that in an alternative embodiment of the present invention, the baseline oxygen uptake and baseline arterial oxygen concentration are established after the effects of the oxygen concentration modification step; namely, after the patient's cardio-pulmonary system has returned to a steady state following the oxygen concentration modification step.
Figs. 11 and 12 schematically illustrate an exemplary embodiment of a cardiac output measurement device 30 used to implement the above-described cardiac output measurement method. Cardiac output measurement device 30 includes a patient flow measurement system 32 for quantitatively measuring the flow of gas to and from the patient and an oxygen analyzer 34 that measures the patient's fraction of inspired oxygen (FIO2). Patient flow measurement system 32 includes a flow sensor 33, also referred to as a flow element, that creates a pressure differential for measuring the flow of gas passing through the flow element. Oxygen analyzer 34 includes an oxygen analyzing element 35, which is essentially an airway adapter optical window and an O2 transducer having phototransmitter and photodector, that is used to measure the amount of oxygen passing in front of the optical window. Flow sensor 33 and oxygen analyzing element 35 are preferably located proximate to the patient's airway. The outputs of the patient flow and oxygen analyzing systems are provided to a microprocessor 36 for calculating the patient's oxygen uptake.
Cardiac output measurement device 30 includes means 38 for detecting a parameter indicative of the fractional arterial oxygen concentration, XaO2, of a patient. As noted above, this parameter is any one of either SpO2, SaO2, PaO2, or CaO2. An example of a sensor that measures SpO2 is a conventional pulse oximeter, and a sensor that measures SaO2, PaO2, or CaO2 is a continuous indwelling catheter. Depending on the parameter measured, a conversion to XaO2 may be necessary. This can be done, for example, by microprocessor 36. hi the embodiment illustrated in Fig. 12, the pulse oximeter includes a pulse oximeter sensor 39 in contact with the patient to measure the oxygen saturation SpO2 of patient 37.
The present invention contemplates that cardiac output measurement device 30 includes an input/output interface 40 for communicating with the user. For example, a display or other indicator may be provided that notifies the user when to induce that change in arterial oxygen concentration, as well as outputs the cardiac measurement result. A communication link 42 can also be provided for downloading or receiving information and commands to or from a remote location. One embodiment of the present invention contemplates that one or more of the patient flow measurement system, the oxygen analyzing system, and the fractional arterial oxygen concentration measuring system can be implemented in a separate, stand-alone, module with the output of each being provided to processor 36. This enables different types of patient flow, oxygen analyzing, and arterial oxygen concentration measuring systems to be used with a common cardiac output determination module. One benefit being that existing patient flow sensors, oxygen analyzers, and arterial oxygen concentration measuring systems, such as a conventional pulse oximeter, can be used to provide the required inputs to the cardiac output module. However, the present invention also contemplates that patient flow measuring system, the oxygen analyzing system, and arterial oxygen concentration measuring system, or any combination thereof, can be integrated into a single housing 43, as shown, for example, in Fig. 12. In this embodiment, the measuring elements of each system, such as the flow element 33, the airway adapter and O2 transducer 35, and the pulse oximeter sensor 39, provide inputs, e.g., electronic, optical, pneumatic, or otherwise, to one or more processing systems in housing 43.
Also necessary for purposes of the present invention, as shown in Fig. 12, is a device or technique, generally indicated at 50, for inducing a change in the patient's arterial oxygen concentration. In the illustrated exemplary embodiment, device 50 is a rebreathing system that captures the patient's expired gas in a collection reservoir 52. A valve 54 controls the flow of gas, so that when the cardiac output system is not actuated, the patient's airway communicates with ambient atmosphere or a conventional ventilator or pressure support system (not shown). In this embodiment, when the cardiac output is to be measured, valve 54 is controlled manually or via processor 36, to cause the patient's exhaled gas passed to reservoir 52 where it is collected. Because the gas collected in reservoir 52 has been exhaled by the patient, its oxygen concentration is significantly reduced.
In a further embodiment of the present invention, a device 56 for removing CO2 is included in rebreathing system 50, so that the spontaneously breathing patient does not rebreathe significant amounts of CO2. In a preferred embodiment of the present invention, device 56 is a CO2 scrubber that removes CO2 from the gas passing therethrough. As noted above, for a non-spontaneously breathing patient, CO2 removal device 56 is optional, because their breathing pattern is controlled by the ventilator regardless of the CO2 levels inhaled by the patient. Although the invention has been described in detail for the purpose of illustration based on what is currently considered to be the most practical and preferred embodiments, it is to be understood that such detail is solely for that purpose and that the invention is not limited to the disclosed embodiments, but, on the contrary, is intended to cover modifications and equivalent arrangements that are within the spirit and scope of the appended claims

Claims

What is Claimed is:
1. A method for measuring cardiac output comprising:
(1) quantitatively measuring a patient's airflow, a first parameter indicative of a percent oxygen inhaled and exhaled by such a patient, and a second parameter indicative of such a patient's fractional arterial oxygen concentration;
(2) inducing a change in such a patient's arterial oxygen concentration;
(3) repeating the airflow, the first parameter and the second parameter measurements set forth in step (1); and
(4) determining the patient's cardiac output based on the airflow, the first parameter, and the second parameter information collected in steps (1) and (3).
2. The method according to claim 1, wherein the second parameter indicative of fractional arterial oxygen concentration is one of SaO2, PaO2, CaO2 or SpO2.
3. The method according to claim 1, wherein measuring the airflow includes providing a flow sensor proximate to such a patient's airway, wherein the flow sensor outputs a flow signal indicative of a flow of breathing to or from such a patient.
4. The method according to claim 1, wherein measuring the first parameter includes providing an oxygen analyzing element proximate to such a patient's airway, wherein the oxygen analyzing element outputs an oxygen concentration signal indicative of an amount of oxygen in gas passing through the oxygen sensor.
5. The method according to claim 1, wherein measuring the second parameter includes providing a pulse oximeter sensor in contact with such a patient, wherein the pulse oximeter sensor output a signal indicative of an oxygen saturation SaO2 of such a patient.
6. The method according to claim 1, wherein inducing a change in such a patient's arterial oxygen concentration includes introducing a non-oxygen breathing gas into a stream of gas to be inhaled by such a patient.
7. The method according to claim 1, wherein inducing a change in such a patient's arterial oxygen concentration includes rebreathing gas exhaled by such a patient.
8. The method according to claim 7, wherein rebreathing includes removing carbon dioxide CO2 from the exhaled gas before the exhaled gas is rebreathed.
9. The method according to claim 1, wherein determining the patient's cardiac output includes: determining a deviation of such a patient's oxygen uptake from a baseline oxygen uptake level occurring responsive to the induced change in such a patient's arterial oxygen concentration in step (2); determining a deviation of such a patient's arterial oxygen concentration from a baseline arterial oxygen concentration level occurring responsive to the induced change in such a patient's arterial oxygen concentration in step (2); and comparing the deviation in oxygen uptake to the deviation in arterial oxygen concentration.
10. The method according to claim 9, wherein determining the deviation of such a patient's oxygen uptake includes determining an effective area between the baseline oxygen uptake level and an oxygen uptake curve occurring responsive to the execution of step (2), and wherein determining the deviation of such a patient's arterial oxygen concentration includes determining an effective area between the baseline arterial oxygen concentration level and an arterial oxygen concentration curve occurring responsive to the execution of step (2).
11. The method according to claim 9, wherein determining the deviation of such a patient's oxygen uptake includes determining a slope of a line extending between the baseline oxygen uptake level and a point on an oxygen uptake curve occurring responsive to the execution of step (2), and wherein determining the deviation of such a patient's arterial oxygen concentration includes determining a slope of a line extending between the baseline arterial oxygen concentration level and a point on an arterial oxygen concentration curve occurring responsive to the execution of step (2).
12. The method according to claim 9, wherein determining the deviation of such a patient's oxygen uptake includes determining a magnitude between the baseline oxygen uptake level and a point on an oxygen uptake curve occurring responsive to the execution of step (2), and wherein determining the deviation of such a patient's arterial oxygen concentration includes determining a magnitude between the baseline arterial oxygen concentration level and a point on an arterial oxygen concentration curve occurring responsive to the execution of step (2).
13. The method according to claim 1, further comprising outputting, in human perceivable form, an indication of the cardiac output determined in step (4).
14. An apparatus for measuring cardiac output comprising: a patient flow measuring system (32) adapted to quantitatively measuring a patient's airflow; an oxygen analyzing system (34) adapted to measure a first parameter indicative of a percent oxygen inhaled and exhaled by such a patient; means for measuring a second parameter indicative of such a patient's fractional arterial oxygen concentration (38); means for inducing a change in such a patient's arterial oxygen concentration; a processor (36) adapted to determine such a patient's cardiac output based on the output of the measured airflow, the first parameter, and the second parameter; and outputting means (40) for outputting a result indicative of such a patient's cardiac output in human perceivable form.
15. The apparatus according to claim 14, wherein the means for measuring the second parameter is a pulse oximetry system including a pulse oximeter sensor (39) in contact with such a patient.
16. The apparatus according to claim 14, wherein the second parameter indicative of fractional arterial oxygen concentration is one of SaO2, PaO2, CaO2 or SpO2.
17. The apparatus according to claim 14, wherein the patient flow measuring system includes a flow sensor (33) disposed proximate to such a patient's airway such that gas inhaled and exhaled by the patient passes through the flow sensor.
18. The apparatus according to claim 14, wherein the oxygen analyzing system includes and oxygen analyzing element (35) comprising (a) an airway adapter having an optical window and (b) an oxygen transducer having an photoemitter and a photodetector, and wherein the oxygen analyzing element is disposed proximate to such a patient's airway such that gas inhaled and exhaled by such a patient passes in front of the optical window.
19. The apparatus according to claim 14, wherein the means for inducing a change in such a patient's arterial oxygen concentration comprises a system for introducing a non-oxygen breathing gas into a stream of gas to be inhaled by such a patient.
20. The apparatus according to claim 14, wherein the means for inducing a change in such a patient's arterial oxygen concentration comprises a rebreathing system (50) for causing such a patient to rebreathe gas exhaled by such a patient.
21. The apparatus according to claim 20, wherein the rebreathing system further comprises means for removing carbon dioxide CO2 from the exhaled gas before the exhaled gas is rebreathed (56).
22. The apparatus according to claim 14, wherein the processor determines:
(a) a deviation of such a patient's oxygen uptake from a baseline oxygen uptake level occurring responsive to an induced a change in such a patient's arterial oxygen concentration;
(b) a deviation of such a patient's arterial oxygen concentration from a baseline arterial oxygen concentration level occurring responsive to an induced a change in such a patient's arterial oxygen concentration; and
(c) compares the deviation in oxygen uptake to the deviation in arterial oxygen concentration.
23. The apparatus according to claim 22, wherein the processor determines the deviation of such a patient's oxygen uptake by determining an effective area between the baseline oxygen uptake level and an oxygen uptake curve occurring responsive to the induced change in such a patient's arterial oxygen concentration, and determines a deviation of such a patient's arterial oxygen concentration by determining an effective area between the baseline arterial oxygen concentration level and an arterial oxygen concentration curve occurring responsive to the induced change in such a patient's arterial oxygen concentration.
24. The apparatus according to claim 22, wherein the processor determines the deviation of such a patient's oxygen uptake by determining a slope of a line extending between the baseline oxygen uptake level and a point on an oxygen uptake curve occurring responsive to the induced change in such a patient's arterial oxygen concentration, and determines the deviation of such a patient's arterial oxygen concentration by determining a slope of a line extending between the baseline arterial oxygen concentration level and a point on an arterial oxygen concentration curve occurring responsive to the induced change in such a patient's arterial oxygen concentration.
25. The apparatus according to claim 22, wherein the processor determines the deviation of such a patient's oxygen uptake by determining a magnitude between the baseline oxygen uptake level and a point on an oxygen uptake curve occurring responsive to the induced change in such a patient's arterial oxygen concentration, and determines the deviation of such a patient's arterial oxygen concentration by determining a magnitude between the baseline arterial oxygen concentration level and a point on an arterial oxygen concentration curve occurring responsive to the induced change in such a patient's arterial oxygen concentration.
PCT/US2000/041281 1999-10-22 2000-10-19 Method and apparatus for determining cardiac output WO2001030234A2 (en)

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BR0014953-5A BR0014953A (en) 1999-10-22 2000-10-19 Method and apparatus for determining cardiac output
AU19702/01A AU1970201A (en) 1999-10-22 2000-10-19 Method and apparatus for determining cardiac output
CA002388652A CA2388652A1 (en) 1999-10-22 2000-10-19 Method and apparatus for determining cardiac output
JP2001532657A JP2003531643A (en) 1999-10-22 2000-10-19 Cardiac output determination method and device
EP00982709A EP1229826A4 (en) 1999-10-22 2000-10-19 Method and apparatus for determining cardiac output
AU2005232306A AU2005232306A1 (en) 1999-10-22 2005-11-11 Method and apparatus for determining cardiac output

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Families Citing this family (42)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7758503B2 (en) * 1997-01-27 2010-07-20 Lynn Lawrence A Microprocessor system for the analysis of physiologic and financial datasets
US8932227B2 (en) 2000-07-28 2015-01-13 Lawrence A. Lynn System and method for CO2 and oximetry integration
US9042952B2 (en) * 1997-01-27 2015-05-26 Lawrence A. Lynn System and method for automatic detection of a plurality of SPO2 time series pattern types
US20060161071A1 (en) 1997-01-27 2006-07-20 Lynn Lawrence A Time series objectification system and method
US20070191697A1 (en) 2006-02-10 2007-08-16 Lynn Lawrence A System and method for SPO2 instability detection and quantification
US6413226B1 (en) * 1999-10-22 2002-07-02 Respironics, Inc. Method and apparatus for determining cardiac output
US20060195041A1 (en) 2002-05-17 2006-08-31 Lynn Lawrence A Centralized hospital monitoring system for automatically detecting upper airway instability and for preventing and aborting adverse drug reactions
US9053222B2 (en) 2002-05-17 2015-06-09 Lawrence A. Lynn Patient safety processor
US7135001B2 (en) * 2001-03-20 2006-11-14 Ric Investments, Llc Rebreathing methods including oscillating, substantially equal rebreathing and nonrebreathing periods
WO2006049485A1 (en) * 2004-11-05 2006-05-11 Nederlandse Organisatie Voor Toegepast- Natuurwetenschappelijk Onderzoek Tno Method of and unit for determining the cardiac output of the human heart
US7291688B2 (en) * 2004-12-28 2007-11-06 3M Innovative Properties Company Fluoroacrylate-mercaptofunctional copolymers
GB2427691A (en) * 2005-06-24 2007-01-03 Micro Medical Ltd Apparatus to detect patent foramen ovale
WO2007065475A1 (en) * 2005-12-06 2007-06-14 Maquet Critical Care Ab Method and apparatus for end expiratory lung volume estimation
EP1968667A1 (en) * 2005-12-29 2008-09-17 Rikshospitalet- Radiumhospitalet HF Method and apparatus for estimating a pao2 value for a patient subject to extracorporeal circulation
US7668579B2 (en) 2006-02-10 2010-02-23 Lynn Lawrence A System and method for the detection of physiologic response to stimulation
WO2008010021A1 (en) * 2006-07-12 2008-01-24 Intertechnique A respiratory gas supply circuit to feed crew members and passengers of an aircraft with oxygen
US7925347B1 (en) 2007-11-26 2011-04-12 Pacesetter, Inc. Assessment of cardiac output by implantable medical device
EP2283443A1 (en) 2008-05-07 2011-02-16 Lynn, Lawrence A. Medical failure pattern search engine
JP4789974B2 (en) * 2008-05-26 2011-10-12 順一 金子 Near-infrared probe holder that can be placed on the surface of an in vivo organ or tissue
GB2462304B (en) * 2008-07-31 2010-12-01 Laerdal Medical As Device and method for detecting heart beats in a patient using the airway pressure
DE102009013396B3 (en) * 2009-03-16 2010-08-05 Dräger Medical AG & Co. KG Apparatus and method for controlling the oxygen dosage of a ventilator
US9060722B2 (en) 2009-04-22 2015-06-23 Rodrigo E. Teixeira Apparatus for processing physiological sensor data using a physiological model and method of operation therefor
US9173574B2 (en) 2009-04-22 2015-11-03 Rodrigo E. Teixeira Mechanical health monitor apparatus and method of operation therefor
US9451886B2 (en) 2009-04-22 2016-09-27 Rodrigo E. Teixeira Probabilistic parameter estimation using fused data apparatus and method of use thereof
US9375171B2 (en) * 2009-04-22 2016-06-28 Rodrigo E. Teixeira Probabilistic biomedical parameter estimation apparatus and method of operation therefor
US9049994B2 (en) 2011-09-21 2015-06-09 Siemens Medical Solutions Usa, Inc. System for cardiac arrhythmia detection and characterization
US9332917B2 (en) 2012-02-22 2016-05-10 Siemens Medical Solutions Usa, Inc. System for non-invasive cardiac output determination
US9439577B2 (en) 2012-03-27 2016-09-13 The University Of Vermont And State Agricultural College Non-invasive methods for determining cardiac output
US9241646B2 (en) 2012-09-11 2016-01-26 Covidien Lp System and method for determining stroke volume of a patient
WO2015013450A1 (en) * 2013-07-25 2015-01-29 Mayo Foundation For Medical Education And Research Computer-based analysis of oscillatory ventilation
US9180260B2 (en) 2013-08-30 2015-11-10 Covidien Lp Systems and methods for monitoring an injection procedure
US10405757B2 (en) 2014-02-25 2019-09-10 Icu Medical, Inc. Patient monitoring system with gatekeeper signal
US20160058346A1 (en) * 2014-09-02 2016-03-03 General Electric Company Determination of arterial co2 partial pressure
DK3243152T3 (en) * 2015-01-09 2019-06-11 Mermaid Care As Systems and methods for identifying the need for cardiac output measurement
US10007238B1 (en) * 2015-01-22 2018-06-26 John C. Taube Oxygen mixing and delivery
CN107735135B (en) 2015-04-02 2020-06-26 希尔-罗姆服务私人有限公司 Manifold for a respiratory device
CN105311721B (en) * 2015-09-10 2019-04-02 广州弘凯物联网服务有限公司 A kind of oxygen therapy method for quality control and its system
EP3364860A4 (en) 2015-10-19 2019-09-18 ICU Medical, Inc. Hemodynamic monitoring system with detachable display unit
US11779720B2 (en) 2019-11-04 2023-10-10 Vapotherm, Inc. Methods, devices, and systems for improved oxygenation patient monitoring, mixing, and delivery
US11612706B2 (en) 2019-11-25 2023-03-28 John C. Taube Methods, systems, and devices for controlling mechanical ventilation
US20240050676A1 (en) * 2020-12-16 2024-02-15 Koninklijke Philips N.V. Visualizing and simulating changes in oxygenation
EP4014861A1 (en) * 2020-12-16 2022-06-22 Koninklijke Philips N.V. Graphical representation of oxygenation

Family Cites Families (38)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US3896792A (en) * 1974-05-15 1975-07-29 Us Navy Real-time cyclic pulmonary function test system
US4127121A (en) * 1976-09-17 1978-11-28 University Of Utah Oxygen and anesthesia delivery and monitoring device
US4169465A (en) * 1977-05-04 1979-10-02 James A. Walls Method and apparatus for obtaining non-invasive cardio-pulmonary measurements
US4966141A (en) * 1988-06-13 1990-10-30 Bacaner Marvin B Endotracheal tube and mass spectrometer
US4949724A (en) * 1988-12-23 1990-08-21 Mahutte Cornelis K Method and apparatus for continuous measurement of cardiac output
SE465497B (en) * 1989-11-24 1991-09-23 Minco Ab DEVICE FOR STUDYING A PERSON'S LUNG FUNCTION
DE59207599D1 (en) 1991-03-25 1997-01-16 Andreas Prof Dr Med Hoeft Device and method for determining cardiac output
US5505209A (en) 1994-07-07 1996-04-09 Reining International, Ltd. Impedance cardiograph apparatus and method
US5800361A (en) 1995-02-06 1998-09-01 Ntc Technology Inc. Non-invasive estimation of arterial blood gases
US6132120A (en) * 1995-03-29 2000-10-17 Brother Kogyo Kabushiki Kaisha Tape-shaped label printing device
US5634461A (en) * 1995-06-07 1997-06-03 Alliance Pharmaceutical Corp. System for measuring blood oxygen levels
US6390977B1 (en) * 1995-06-07 2002-05-21 Alliance Pharmaceutical Corp. System and methods for measuring oxygenation parameters
GB9600209D0 (en) 1996-01-05 1996-03-06 Monitoring Tech Ltd Improved method and apparatus for the measurement of cardiac output
US5836300A (en) * 1996-03-11 1998-11-17 Mault; James R. Metabolic gas exchange and noninvasive cardiac output monitor
US6135107A (en) * 1996-03-11 2000-10-24 Mault; James R. Metabolic gas exchange and noninvasive cardiac output monitor
EP0936888A1 (en) 1996-09-28 1999-08-25 Technische Universität Dresden Device to determine effective pulmonary blood flow
US5971934A (en) 1996-10-04 1999-10-26 Trustees Of The University Of Pennsylvania Noninvasive method and apparatus for determining cardiac output
AUPO322396A0 (en) * 1996-10-25 1996-11-21 Robinson, Gavin J.B. Dr A method of measuring cardiac output by pulmonary exchange of oxygen and an inert gas with the blood utilising a divided airway
US6306098B1 (en) 1996-12-19 2001-10-23 Novametrix Medical Systems Inc. Apparatus and method for non-invasively measuring cardiac output
US5788647A (en) * 1997-01-24 1998-08-04 Eggers; Philip E. Method, system and apparatus for evaluating hemodynamic parameters
US6309360B1 (en) * 1997-03-17 2001-10-30 James R. Mault Respiratory calorimeter
US6099481A (en) 1997-11-03 2000-08-08 Ntc Technology, Inc. Respiratory profile parameter determination method and apparatus
US6572561B2 (en) * 1998-01-16 2003-06-03 Healthetech, Inc. Respiratory calorimeter
US6106460A (en) * 1998-03-26 2000-08-22 Scimed Life Systems, Inc. Interface for controlling the display of images of diagnostic or therapeutic instruments in interior body regions and related data
US6186956B1 (en) 1998-05-28 2001-02-13 University Of South Carolina Method and system for continuously monitoring cardiac output
US6200271B1 (en) 1998-09-09 2001-03-13 Ntc Technology Inc. Bi-directional partial re-breathing method
US6042550A (en) 1998-09-09 2000-03-28 Ntc Technology, Inc. Methods of non-invasively estimating intrapulmonary shunt fraction and measuring cardiac output
US6238351B1 (en) 1998-09-09 2001-05-29 Ntc Technology Inc. Method for compensating for non-metabolic changes in respiratory or blood gas profile parameters
US6217524B1 (en) 1998-09-09 2001-04-17 Ntc Technology Inc. Method of continuously, non-invasively monitoring pulmonary capillary blood flow and cardiac output
US6098622A (en) 1998-10-15 2000-08-08 Ntc Technology Inc. Airway valve to facilitate re-breathing, method of operation, and ventilator circuit so equipped
US6186955B1 (en) 1998-11-16 2001-02-13 Gail D. Baura Noninvasive continuous cardiac output monitor
US6406435B1 (en) 1998-11-17 2002-06-18 James R. Mault Method and apparatus for the non-invasive determination of cardiac output
US6162180A (en) 1998-12-28 2000-12-19 Medtronic, Inc. Non-invasive cardiac monitoring system and method with communications interface
JP2002535024A (en) * 1999-01-21 2002-10-22 メタセンサーズ,インコーポレイティド Non-invasive monitoring of cardiac output and lung function using respiratory gas analysis techniques and physiological models
JP2003527881A (en) * 1999-05-10 2003-09-24 ジェームズ アール モールト Airway-based cardiac output monitor and method of using the same
US6228351B1 (en) 1999-05-27 2001-05-08 Daniel E. Viders Medicated lip balm
US6210342B1 (en) 1999-09-08 2001-04-03 Ntc Technology, Inc. Bi-directional partial re-breathing method
US6413226B1 (en) * 1999-10-22 2002-07-02 Respironics, Inc. Method and apparatus for determining cardiac output

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US20030013980A1 (en) 2003-01-16
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US20040171950A1 (en) 2004-09-02
AU1970201A (en) 2001-05-08
US6413226B1 (en) 2002-07-02
US7367954B2 (en) 2008-05-06
EP1229826A2 (en) 2002-08-14
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US6699203B2 (en) 2004-03-02
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