This application is based on and claims the benefit of priority from earlier Japanese Patent Application No. 2013-109953 filed May 24, 2013, the description of which is incorporated herein by reference.
1. Technical Field
The present invention relates to techniques for testing a respiratory function of a subject, such as lung compliance or the like.
2. Related Art
In recent years, lung diseases, such as pneumonia, chronic obstructive pulmonary disease (COPD) and the like, are increasing all over the world. The lung compliance representative of softness of the lung is said to be a useful indicator for screening and/or determining therapeutic efficacy for lung diseases. To measure such lung compliance, it is required to measure an intrapleural pressure. However, it is difficult to measure the intrapleural pressure. Instead of the intrapleural pressure, an esophageal pressure may be measured. To measure the esophageal pressure, however, it is required to insert a balloon catheter into the esophagus, which may cause great discomfort for a patient. Therefore, the measurement of the lung compliance cannot be performed with ease.
To overcome such disadvantages, known techniques, such as disclosed in Japanese Patent Application Laid-Open Publication No. 2010-142594, use a blood pressure transducer for measuring a blood pressure (invasive blood pressure) and electrocardiogram electrodes for measuring a heartbeat period to extract a respiratory function signal representative of respiratory function from a blood pressure waveform signal detected by the blood pressure transducer with use of an electrocardiographic waveform signal caused by the heart contraction, acquired from the electrocardiogram electrodes.
The prior art techniques set forth above can reduce the burden of measuring the esophageal pressure, but has a disadvantage that the respiratory function cannot be tested accurately.
In consideration of the foregoing, exemplary embodiments of the present invention are directed to providing techniques capable of testing the respiratory function more accurately.
In accordance with an exemplary embodiment of the present invention, there is provided an apparatus for testing a respiratory function of a subject. The apparatus includes a respiratory state detection unit which acquires a first signal (such as an inspiratory signal) representative of different inspiratory volumes corresponding to a plurality of breaths of the subject and a second signal (such as a signal acquired from a pulse wave signal) representative of intrapleural pressures corresponding to the respective different inspiratory volumes, and detects a plurality of respiratory states (such as information about coordinate points representative of the respective different inspiratory volumes and the respective intrapleural pressures) corresponding to the different inspiratory volumes and their corresponding intrapleural pressures. The apparatus further includes a respiratory state determination unit which captures a state of the respiratory function of the subject on the basis of the plurality of respiratory states corresponding to the different inspiratory volumes and their corresponding intrapleural pressures.
According to the studies by the present inventors, as described later, it has been found that, for a specific subject, there is a linear relationship as expressed by a specific relationship (specifically, expressed by a first order equation) between the inspiratory volume for each inspiration and its corresponding intrapleural pressure.
Using the first order equation to express such a relationship, it has been established that a slope of the first order equation corresponds to the expansibility of the lungs (i.e., the lung compliance) and an intercept of the first order equation corresponds to the expirability of the lungs or the % volume of air in the lungs which is expirable.
With this configuration, the data on the plurality of respiratory states representative of the relationship between the inspiratory volume for each inspiration and its corresponding intrapleural pressure allows a state of the subject's respiratory function to be detected accurately.
In the accompanying drawings:
The present invention will be described more fully hereinafter with reference to the accompanying drawings. Like numbers refer to like elements throughout.
a) A respiratory function testing system including a respiratory function testing apparatus in accordance with one embodiment of the present invention will now be explained with reference to
As shown in
The flow sensor 3 includes, but is not limited to, a well-known differential pressure based or hot-wire based flow sensor capable of detecting a gas flow rate. The flow sensor 3 outputs an electrical signal representative of an inspiratory flow to the respiratory function testing apparatus 7.
The pulse wave sensor 5, which may be an optical based sensor including a well-known light emitting device (LED) and a well-known photosensitive device (PD), is configured to detect a pulse wave (volume pulse wave), for example, by irradiating a fingertip of the subject and receiving the reflected light. The pulse wave sensor 5 outputs a pulse wave signal representative of a state of the pulse wave to the respiratory function testing apparatus 7.
The respiratory function testing apparatus 7, which may be an electronic control unit (ECU) formed of a well-known microcomputer as a main component, is configured to test the respiratory function and control the annunciation unit 9 on the basis of the inspiratory signal from the flow sensor 3 and the pulse wave signal from the pulse wave sensor 5.
The annunciation unit 9 includes a display, such as a liquid crystal display or the like, and a speaker, to annunciate a test result for the respiratory function acquired from the respiratory function testing apparatus 7. Functions of the respiratory function testing apparatus 7 will be explained in more detail.
As shown in
The inspiratory signal acquisition unit 11 is configured to acquire an inspiratory signal representative of an inspiratory volume per unit time (i.e., a gas flow rate) from the flow sensor 3. The pulse wave signal acquisition unit 13 is configured to drive the pulse wave sensor 5 to acquire a pulse wave signal representative of a pulsation state of the blood vessel.
The inspiratory volume calculation unit 15 is configured to calculate an inspiratory volume for each inspiration of the subject on the basis of the inspiratory signal. More specifically, the inspiratory volume calculation unit 15 acquires the inspiratory volume by integrating the inspiratory flow (i.e., the inspiratory volume per unit time) acquired from the inspiratory signal. The intrapleural pressure estimation unit 17, as described later, is configured to estimate an intrapleural pressure by analyzing the pulse wave signal.
The respiratory function detection unit 19, as described later, is configured to test or determine the respiratory function on the basis of data of the inspiratory volume calculated by the inspiratory volume calculator 15 and the intrapleural pressure estimated by the intrapleural pressure estimation unit 17.
b) The principle of testing the respiratory function in the respiratory function testing apparatus 7 will now be explained. According to the studies by the present inventors, it has been found that, for a specific subject, there is a linear relationship as expressed by a first order equation (y=ax+b) between the inspiratory volume for each inspiration and its corresponding intrapleural pressure (for example, at end-inspiration). The variables y, x represent the inspiratory volume (V) and the (estimated) intrapleural pressure (P), respectively.
It has been established that a slope a (Δ(V/P)) of the first order equation corresponds to the expansibility of the lungs (i.e., the lung compliance) and an intercept b (X-intercept) of the first order equation corresponds to the expirability.
In particular, the establishment that the X-intercept corresponds to the expirability of the lungs comes from an experimental result that the X-intercept and the expiratory resistance are correlated (with the determination coefficient R2=0.84). Hence in the present embodiment, for a plurality of respirations (inspirations) conducted at predetermined time intervals with different inspiratory volumes, for example, a shallow breath (K1), a normal breath (K2) and a deep breath (K3) conducted at predetermined time intervals with respective different inspiratory volumes K1-K3 (where K1<K2<K3), the inspiratory volume and the intrapleural pressure for each inspiration are plotted to a Cartesian coordinate point (X, Y), where the X- and Y-coordinates represent the inspiratory volume and the intrapleural pressure, respectively.
The first order equation is derived from the plurality of plotted coordinate points. Then, from the first order equation, the slope a and the intercept b of the first order equation are acquired. The respiratory function is determined from the slope a and the intercept b of the first order equation. It should be noted that, since at least two coordinate points are needed to determine the first order equation, at least two inspirations have to be conducted for a specific subject. For more than two coordinate points, the first order equation may be determined, for example, as an approximate line (referred to as a regression line) determined by a well-known least-square technique.
As can be seen from this graph, when the X-intercept representative of the intrapleural pressure is high and the slope a representative of the lung compliance is low (e.g., although the X-intercept representative of the intrapleural pressure is high), the respiratory function may be assumed to be poor.
c) A process of testing the respiratory function performed in the respiratory function testing apparatus 7 on the basis of the principle set forth above will now be explained with reference to
<1> Main Process
As shown in
Subsequently, in step S110, the acquired inspiratory signal is integrated to acquire an inspiratory volume corresponding to the integrated value of the inspiratory signal. That is, since the inspiratory signal is representative an inspiratory volume per unit time (referred to as an inspiratory flow), integration of the inspiratory signal leads to an inspiratory volume. With a device capable of directly measuring the inspiratory volume, data on the inspiratory volume may be acquired from such a device.
In particular, in the present embodiment, the respiratory function is tested on the basis of relationships between inspiratory volumes in a plurality of different respiratory states (inspiratory states) and their respective intrapleural pressures, so it is necessary to acquire a plurality of different inspiratory volumes in the respective respiratory states.
The plurality of different respiratory states may be acquired, for example, by asking the subject to breathe shallowly, normally and deeply and acquiring inspiratory volumes in the respective breaths. For the subject, however, it is difficult to discriminate between the respiratory states. Preferably, as shown in
Since measuring the inspiratory volume only once for each respiratory state may lead to an error, it is desirable to, for each respiratory state, measure the inspiratory volume multiple times and use an average over the inspiratory volumes measured for the respiratory state. Subsequently, in step S120, a pulse wave signal is acquired from the pulse wave sensor 5.
More specifically, a sensor output of the pulse wave sensor 5 is fed to the respiratory function testing apparatus 7 and amplified therein to acquire an analog signal. Thereafter the analog signal is converted into a digital signal to be fed to the microcomputer.
In step S130, an intrapleural pressure is estimated from the pulse wave signal in a manner as described later. Alternatively, the operations in steps S100, S110 may be preceded by the operations in steps S120, S130. Still alternatively, the operations in steps S100, S110 may be performed in parallel with the operations in steps S120, S130.
In step S140, as shown in
For example, as shown in
In step S150, it is determined whether or not there are more than one coordinate points for different respiratory states (i.e., more than one different inspiratory volumes). If it is determined that there are more than one coordinate points for different respiratory states, then the process proceeds to step S160. If it is determined that there is only one or no coordinate point, then the process returns to step S100 and then the similar operations as set forth above are repeated.
In step S160, as shown in
In step S170, it is determined whether or not the first order equation acquired in step S160 is within a likely range such that a first order equation within the likely range is likely to represent the respiratory function correctly. If it is determined that the first order equation acquired in step S160 is within the likely range, then the process proceeds to step S180. If it is determined that the first order equation acquired in step S160 is out of the likely range, then the process returns to step S100 and then the similar operations as set forth above are repeated.
For example, the likely range for the first order equation likely to represent the respiratory function correctly may be predefined by experiments. When the first order equation acquired as above is out of such a likely range, it may be assumed that there are some erroneous measurements, so that the first order equation is inhibited from being used.
In step S180 after the first order equation is determined to correctly represent the respiratory function, a slope and an intercept b of the first order equation are calculated. In step S190, as shown in
Hence, the position of the coordinate point plotted as above (see
In step S200, the plotted result is displayed on the display of the annunciation unit 9. Alternatively or additionally, the diagnostic outcome of the respiratory function determined from the position of the coordinate point plotted as above may be displayed. Thereafter, the process ends.
<2> Process of Estimating Intrapleural Pressure
A process of estimating the intrapleural pressure from the pulse wave signal performed in step S130 will now be explained with reference to
As shown in
In the following steps, a process of extracting features of the waveform of the pulse wave signal acquired in step S210 to quantify the pulse wave signal is performed, where features of the waveform of the pulse wave signal are extracted by using fluctuations or variations of the pulse wave signal.
More specifically, in step S220, peaks are determined for respective pulse waves as shown in
In step S230, a first envelope (represented by a thin line in
In step S250, to remove the effects of the body motion from the first envelope acquired in step S230, the first envelope is corrected in a well-known envelope correcting method as disclosed in Japanese Patent Application Laid-Open Publication No. 2002-355227 after completion of the body motion.
In step S260, peaks of the first envelope acquired in step S230 or in step S250 are determined.
In step S270, a second envelope (represented by a dashed line in
More specifically, studies by the inventors as disclosed in Japanese Patent Application Laid-Open Publication No. 2002-355227 have shown that the difference between the first and second envelopes is strongly correlated with the measured value of esophageal pressure representative of the actual intrapleural pressure (see
As shown in
In step S290, the intrapleural pressure (absolute value) is calculated from the intrapleural pressure signal through calibration as described later. Thereafter, the process ends.
d) There will now be explained the calibration for calculating the intrapleural pressure.
As shown in
More specifically, there is a need to calculate a conversion factor for each subject, which represents what amount of change in intrapleural pressure an amount of relative change in the intrapleural pressure signal corresponds to. To this end, as shown in
Referring to
As can be seen from the
Therefore, the absolute value of the intrapleural pressure can be calculated or derived from the intrapleural pressure signal with use of the conversion factor. In the calibration, the intrapleural pressure signal is normalized by an average wave height of the pulse wave signal. That is, when the pulse wave signal may vary in magnitude due to variation in pressing pressure or the like for the pulse wave sensor 5, the intrapleural pressure signal may proportionally vary in magnitude, so it is necessary to correct the intrapleural pressure signal by dividing the intrapleural pressure signal by the average wave height of the pulse wave signal.
Referring again to
The respiratory state detection unit 191 is configured to acquire the inspiratory signal (as a first signal) representative of different inspiratory volumes corresponding to a plurality of breaths of each subject and the pulse wave signal (as a second signal) presentative of the intrapleural pressures corresponding to the respective different inspiratory volumes, and detects the plurality of respiratory states (such as information about coordinate points representative of the respective different inspiratory volumes and the respective intrapleural pressures) corresponding to the different inspiratory volumes and their corresponding intrapleural pressures. The respiratory state determination unit 192 is configured to capture a state of the respiratory function of the subject on the basis of the plurality of respiratory states corresponding to the different inspiratory volumes and their corresponding-intrapleural pressures. As such, the respiratory state detection unit 191 is responsible for execution of the operations in steps S100-S150 (see
e) As above, in the present embodiment, the inspiratory volume is acquired from the inspiratory signal and the intrapleural pressure is estimated from the pulse wave signal. The coordinate point for each inspiratory action is plotted in the XY-coordinate plane, where the y-axis is the inspiratory volume and the x-axis is the intrapleural pressure. After a plurality of such coordinate points are plotted, a first order line (or an approximate line) connecting these coordinate points is determined. Thereafter, the slope a and the intercept b of the first order line are acquired.
The slope a and the intercept b represent the lung compliance and the expirability of the lungs, respectively. The respiratory function of the subject is determined from the magnitude of the slope a and the magnitude of the intercept b. For example, when the x-intercept representative of the intrapleural pressure is high and the slope a representative of the lung compliance is low (e.g., although the x-intercept representative of the intrapleural pressure is high), it may be determined that the respiratory function is poor.
It is to be understood that the invention is not to be limited to the specific embodiments disclosed above and that modifications and other embodiments are intended to be included within the scope of the appended claims. (1) For example, in the embodiments set forth above, the subject is asked to adjust the respiratory state (e.g., take shallow breaths or the like). Alternatively, there may be used a device for limiting the respiratory volume (volume of inspired air) to adjust the respiratory state.
For example, as shown in
(2) In the embodiments set forth above, there has been described the respiratory function testing apparatus. The present invention can also be applied to a non-transitory computer-readable storage medium encoded with a computer program including instructions that, when executed by a data processing apparatus (e.g., the microcomputer), implement the algorithms set forth above.
The non-transitory computer-readable storage medium may include, but is not limited to, a storage medium of an electronic control unit (ECU) as the microcomputer, a microchip, a flexible disk unit, a hard disk, an optical disk or the like.
The program may include, but is not limited to a program stored in the digital storage medium, a program transmitted and received via a communication line, such as the Internet.
(3) The respiratory function testing apparatus may receive the signals directly from the pulse wave sensor and the pulse wave sensor. Alternatively, the respiratory function testing apparatus may receive the signals indirectly from the pulse wave sensor and the pulse wave sensor that are remote from the respiratory function testing apparatus, where data from the pulse wave sensor and the pulse wave sensor is stored in a personal computer (or in a digital storage medium) and the data is transmitted to the respiratory function testing apparatus remote from the pulse wave sensor and the pulse wave sensor via the Internet or the like to be used to test the respiratory function.
The signals acquired from the pulse wave sensor and the pulse wave sensor may be stored in a personal computer (or in a digital storage medium) for several days, and the signals may be used later to test or evaluate the respiratory function.
(4) In the present invention, the function of components in the embodiment set forth above may be distributed among a plurality of components, or functions of a plurality of components may be integrated in one component. At least part of the component(s) in the embodiment set forth above may be replaced with well-known component(s) having a similar function. Further, at least part of a component in the embodiment set forth above may be added to a component of other embodiments.
Number | Date | Country | Kind |
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2013-109953 | May 2013 | JP | national |