The present invention relates to a blood component measurement device and a blood component measurement method for measuring a component contained in blood.
Patent Document 1 mentioned below describes a sensor system, etc. for determining the concentration of an analyte in a sample. This sensor system inputs input signals including multiple duty cycles of sequential excitation pulses and relaxations into the sample. Thereby, one or more signals output from the sample within 300 ms after the input of an excitation pulse are correlated with the analyte concentration of the sample, which allows the accuracy and/or precision of the analysis to be improved.
[Patent Document 1] JP 2011-506964 A
The above-described sensor system inputs pulses multiple times into the sample. However, since the analyte concentration of the sample is determined using the output signal itself, the measurement errors are not suppressed sufficiently.
Thus, with the above situation in mind, the present invention has been proposed and is intended to provide a blood component measurement device and a blood component measurement method that can further suppress the errors in measuring blood components.
A blood component measurement device according to a first aspect of the present invention (hereinafter may be referred to as a “first blood component measurement device”) is a blood component measurement device that measures a blood component amount using a biosensor in which blood is introduced and then a blood component contained in said blood is subjected to oxidation-reduction using an oxidoreductase, wherein the blood component measurement device includes: a first current value measurement means that detects, as a first current value, an oxidation-reduction current that is generated by the oxidation-reduction when a first voltage is applied to a first electrode pair composing the biosensor; a second current value measurement means that detects, as a second current value, a current that is generated when a second voltage is applied to a second electrode pair composing the biosensor; a control means that exerts control so that, over a predetermined period after the introduction of the blood into the biosensor, the first current value measurement means measures the first current value multiple times, with the first voltage being continuously applied to the first electrode pair, and the second current value measurement means measures the second current value in a late stage of the predetermined period, with the second voltage being applied; a conversion means that converts, to blood component amounts, pairs of any one of a plurality of first current values measured by the first current value measurement means and the second current value measured by the second current value measurement means; and a calculation means that calculates the blood component amount for the blood introduced into the biosensor, using a plurality of the blood component amounts converted by the conversion means.
A blood component measurement device according to a second aspect of the present invention is the blood component measurement device of the above-mentioned first aspect, wherein the blood component measurement device includes a storage means that contains recorded data, stored per blood in which the blood component amount is known, including a plurality of blood component amounts converted from pairs of any one of a plurality of first current values and a second current value, and the calculation means compares the recorded data with measured data including a plurality of the blood component amounts converted by the conversion means and calculates the blood component amount of the blood from which recorded data most approximated to said measured data was obtained, as the blood component amount of the blood introduced into the biosensor.
A blood component measurement device according to a third aspect of the present invention is the blood component measurement device of the above-mentioned first aspect, wherein the blood component measurement device includes a storage means that contains recorded data, stored per blood in which the blood component amount is known and per ambient temperature, including a plurality of blood component amounts converted from pairs of any one of a plurality of first current values and a second current value, and a temperature detection means that detects the ambient temperature, and the calculation means extracts a plurality of recorded data obtained at a temperature near the ambient temperature detected by the temperature detection means, compares the plurality of recorded data thus extracted with measured data including the plurality of the blood component amounts converted by the conversion means, and calculates the blood component amount of the blood from which recorded data most approximated to said measured data was obtained, as the blood component amount of the blood introduced into the biosensor.
A blood component measurement device according to a fourth aspect of the present invention is the blood component measurement device of the above-mentioned second or third aspect, wherein the calculation means compares a plurality of blood component amounts converted from arbitrary combinations of a first current value and the second current value selected from the plurality of first current values and the second current value measured as a result of the control exerted by the control means, with recorded data of a plurality of blood component amounts converted from the same combinations as the arbitrary combinations of a first current value and the second current value stored in the storage means, and calculates the blood component amount of the blood from which recorded data most approximated was obtained, as the blood component amount of the blood introduced into the biosensor.
A blood component measurement device according to a fifth aspect of the present invention is the blood component measurement device of any one of the above-mentioned second to fourth aspects, wherein the control means allows the first current value measurement means to measure the first current values during a first period included in the first half of the predetermined period and a second period included in the second half of the predetermined period.
A blood component measurement device according to a sixth aspect of the present invention is the blood component measurement device of the above-mentioned fifth aspect, wherein the control means allows the first current value measurement means to measure the first current value at least during a first period in which the temperature of the blood introduced into the biosensor changes greatly and a second period in which the temperature of the blood introduced into the biosensor is stable, within the predetermined period.
A blood component measurement device according to a seventh aspect of the present invention is the blood component measurement device of the above-mentioned first aspect, wherein the calculation means calculates the blood component amount of the blood introduced into the biosensor by multivariate analysis that is carried out using the plurality of the blood component amounts converted by the conversion means.
A blood component measurement method according to an eighth aspect of the present invention (hereinafter may also be referred to as a “first blood component measurement method”) is a blood component measurement method in which a blood component amount is measured using a biosensor in which blood is introduced and then a blood component contained in said blood is subjected to oxidation-reduction using an oxidoreductase, wherein the blood component measurement method includes: a first current value measurement step for detecting, as a first current value, an oxidation-reduction current that is generated by the oxidation-reduction when a first voltage is applied to a first electrode pair composing the biosensor; a second current value measurement step for detecting, as a second current value, a current that is generated when a second voltage is applied to a second electrode pair composing the biosensor; a conversion step for converting, to blood component amounts, pairs of any one of a plurality of first current values measured in the first current value measurement step and the second current value measured in the second current value measurement step; and a calculation step for calculating the blood component amount contained in the blood using a plurality of the blood component amounts converted in the conversion step, wherein in the first current value measurement step, the first current value is measured multiple times over a predetermined period after the introduction of the blood into the biosensor, with the first voltage being continuously applied to the first electrode pair, and in the second current value measurement step, the second current value is measured in a late stage of the predetermined period, with the second voltage being applied, and in the conversion step, a plurality of blood component amounts are obtained from a plurality of first current values measured in the first current value measurement step and the second current value measured in the second current value measurement step.
A blood component measurement method according to a ninth aspect of the present invention is the blood component measurement method of the above-mentioned eighth aspect, wherein the calculation step includes: referring to recorded data, stored in a storage means per blood in which the blood component amount is known, including a plurality of the blood component amounts converted from pairs of any one of a plurality of first current values and a second current value; comparing the recorded data with measured data including the plurality of the blood component amounts converted in the conversion step; and calculating the blood component amount of the blood from which recorded data most approximated to said measured data was obtained, as the blood component amount of the blood introduced into the biosensor.
A blood component measurement method according to a tenth aspect of the present invention is the blood component measurement method of the above-mentioned eighth aspect, wherein the blood component measurement method includes a temperature detection step for detecting ambient temperature, and the calculation step includes: referring to recorded data, stored in a storage means per blood in which the blood component amount is known and per ambient temperature, including a plurality of blood component amounts converted from pairs of any one of a plurality of first current values and a second current value; extracting a plurality of recorded data obtained at a temperature near the ambient temperature detected in the temperature detection step; comparing said plurality of recorded data thus extracted with measured data including a plurality of the blood component amounts converted in the conversion step; and calculating the blood component amount of the blood from which recorded data most approximated to said measured data was obtained, as the blood component amount of the blood introduced into the biosensor.
A blood component measurement method according to an eleventh aspect of the present invention is the blood component measurement method of the above-mentioned ninth or tenth aspect, wherein in the calculation step, a plurality of blood component amounts converted from arbitrary combinations of a first current value and the second current value selected from the plurality of first current values measured in the first current value measurement step and the second current value measured in the second current value measurement step are compared with recorded data of a plurality of blood component amounts converted from the same combinations as the arbitrary combinations of a first current value and the second current value stored in the storage means, and the blood component amount of the blood from which recorded data most approximated was obtained is calculated as the blood component amount of the blood introduced into the biosensor.
A blood component measurement method according to a twelfth aspect of the present invention is the blood component measurement method of any one of the above-mentioned ninth to eleventh aspects, wherein in the first current value measurement step, the first current values are measured during a first period included in the first half of the predetermined period and a second period included in the second half of the predetermined period.
A blood component measurement method according to a thirteenth aspect of the present invention is the blood component measurement method of the above-mentioned twelfth aspect, wherein in the first current value measurement step, the first current value is measured at least during a first period in which the temperature of the blood introduced into the biosensor changes greatly and a second period in which the temperature of the blood introduced into the biosensor is stable, within the predetermined period.
A blood component measurement method according to a fourteenth aspect of the present invention is the blood component measurement method of the above-mentioned eighth aspect, wherein in the calculation step, the blood component amount of the blood introduced into the biosensor is calculated by multivariate analysis that is carried out using at least part of the plurality of first current values measured in the first current value measurement step and the second current value measured in the second current value measurement step.
A blood component measurement device according to a fifteenth aspect of the present invention (hereinafter may also be referred to as a “second blood component measurement device”) is a blood component measurement device that measures a blood component amount using a biosensor in which blood is introduced and then a blood component contained in said blood is subjected to oxidation-reduction using an oxidoreductase, wherein the blood component measurement device includes: a first current value measurement means that detects, as a first current value, an oxidation-reduction current that is generated by the oxidation-reduction when a first voltage is applied to a first electrode pair composing the biosensor; a second current value measurement means that detects, as a second current value, a current that is generated when a second voltage is applied to a second electrode pair composing the biosensor; a control means that exerts control so that within a predetermined period after the introduction of the blood into the biosensor, the second current value measurement means applies the second voltage to the second electrode pair in the form of pulses to measure the second current value multiple times and the first current value measurement means measures the first current value at an arbitrary timing within the predetermined period; a conversion means that converts, to blood component amounts, pairs of the first current value measured by the first current value measurement means and any one of a plurality of second current values measured by the second current value measurement means; and a calculation means that calculates the blood component amount for the blood introduced into the biosensor, using a plurality of the blood component amounts converted by the conversion means.
A blood component measurement device according to a sixteenth aspect of the present invention is the blood component measurement device of the above-mentioned fifteenth aspect, wherein the blood component measurement device includes a storage means that contains recorded data, stored per blood in which the blood component amount is known, including a plurality of blood component amounts converted from pairs of a first current value and any one of a plurality of second current values, and the calculation means compares the recorded data with measured data including a plurality of the blood component amounts converted by the conversion means and calculates the blood component amount of the blood from which recorded data most approximated to said measured data was obtained, as the blood component amount of the blood introduced into the biosensor.
A blood component measurement device according to a seventeenth aspect of the present invention is the blood component measurement device of the above-mentioned fifteenth aspect, wherein the blood component measurement device includes a storage means that contains recorded data, stored per blood in which the blood component amount is known and per ambient temperature, including a plurality of blood component amounts converted from pairs of a first current value and any one of a plurality of second current values, and a temperature detection means that detects the ambient temperature, and the calculation means extracts a plurality of recorded data obtained at a temperature near the ambient temperature detected by the temperature detection means, compares said plurality of recorded data thus extracted with measured data including the plurality of the blood component amounts converted by the conversion means, and calculates the blood component amount of the blood from which recorded data most approximated to said measured data was obtained, as the blood component amount of the blood introduced into the biosensor.
A blood component measurement device according to an eighteenth aspect of the present invention is the blood component measurement device of the above-mentioned sixteenth or seventeenth aspect, wherein the calculation means compares a plurality of blood component amounts converted from arbitrary combinations of the first current value and the second current value selected from the first current value and the plurality of second current values measured as a result of the control exerted by the control means, with recorded data of a plurality of blood component amounts converted from the same combinations as the arbitrary combinations of the first current value and the second current value stored in the storage means, and calculates the blood component amount of the blood from which recorded data most approximated was obtained, as the blood component amount of the blood introduced into the biosensor.
A blood component measurement device according to a nineteenth aspect of the present invention is the blood component measurement device of any one of the sixteenth to eighteenth aspects, wherein the control means allows the second current value to be measured at least during a first period in which the temperature of the blood introduced into the biosensor changes greatly and a second period in which the temperature of the blood introduced into the biosensor is stable, within the predetermined period.
A blood component measurement device according to a twentieth aspect of the present invention is the blood component measurement device according to any one of the above-mentioned sixteenth to nineteenth aspects, wherein the control means controls the second current value measurement means so that the second voltage is applied to the second electrode pair continuously within the predetermined period and the plurality of second current values are measured at arbitrary timings.
A blood component measurement device according to a twenty-first aspect of the present invention is the blood component measurement device of any one of the above-mentioned sixteenth to twentieth aspects, wherein the control means controls the second current value measurement means so that the second voltage is applied to the second electrode pair multiple times in the form of pulses within the predetermined period and the second current value is measured at each timing at which the second voltage is applied.
A blood component measurement device according to a twenty-second aspect of the present invention is the blood component measurement device of the above-mentioned sixteenth aspect, wherein the calculation means calculates the blood component amount of the blood introduced into the biosensor by multivariate analysis that is carried out using the plurality of the blood component amounts converted by the conversion means.
A blood component measurement method according to a twenty-third aspect of the present invention (hereinafter may also be referred to as a “second blood component measurement method”) is a blood component measurement method in which a blood component amount is measured using a biosensor in which blood is introduced and then a blood component contained in said blood is subjected to oxidation-reduction using an oxidoreductase, wherein the blood component measurement method includes: a first current value measurement step for detecting, as a first current value, an oxidation-reduction current that is generated by the oxidation-reduction when a first voltage is applied to a first electrode pair composing the biosensor; a second current value measurement step for detecting, as a second current value, a current that is generated when a second voltage is applied to a second electrode pair composing the biosensor; a conversion step for converting, to blood component amounts, pairs of the first current value measured in the first current value measurement step and any one of a plurality of second current values measured in the second current value measurement step; and a calculation step for calculating the blood component## amount introduced into the biosensor using a plurality of the blood component amounts converted in the conversion step, wherein in the first current value measurement step, the first current value is measured at an arbitrary timing within a predetermined period after the introduction of the blood into the biosensor, and in the second current value measurement step, the second voltage is applied to the second electrode pair in the form of pulses within the predetermined period and thereby the second current value is measured multiple times.
A blood component measurement method according to a twenty-fourth aspect of the present invention is the blood component measurement method of the above-mentioned twenty-third aspect, wherein the calculation step includes: referring to recorded data, stored in a storage means per blood in which the blood component amount is known, including a plurality of the blood component amounts converted from pairs of a first current value and any one of a plurality of second current values; comparing the recorded data with measured data including the plurality of the blood component amounts converted in the conversion step; and calculating the blood component amount of the blood from which recorded data most approximated to said measured data was obtained, as the blood component amount of the blood introduced into the biosensor.
A blood component measurement method according to a twenty-fifth aspect of the present invention is the blood component measurement method of the above-mentioned twenty-third aspect, wherein the blood component measurement method includes a temperature detection step for detecting ambient temperature, and the calculation step includes: referring to recorded data, stored in a storage means per blood in which the blood component amount is known and per ambient temperature, including a plurality of blood component amounts converted from pairs of a second current value and any one of a plurality of first current values; extracting a plurality of recorded data obtained at a temperature near the ambient temperature detected in the temperature detection step; comparing said plurality of recorded data thus extracted with measured data including a plurality of the blood component amounts converted in the conversion step; and calculating the blood component amount of the blood from which recorded data most approximated to said measured data was obtained, as the blood component amount of the blood introduced into the biosensor.
A blood component measurement method according to a twenty-sixth aspect of the present invention is the blood component measurement method of the above-mentioned twenty-fourth or twenty-fifth aspect, wherein in the calculation step, a plurality of blood component amounts converted from arbitrary combinations of the first current value and the second current value selected from the first current values and the plurality of second current values that were measured are compared with recorded data of a plurality of blood component amounts converted from the same combinations as the arbitrary combinations of the first current value and the second current value stored in the storage means, and the blood component amount of the blood from which recorded data most approximated was obtained is calculated as the blood component amount of the blood introduced into the biosensor.
A blood component measurement method according to a twenty-seventh aspect of the present invention is the blood component measurement method of any one of the above-mentioned twenty-third to twenty-sixth aspects, wherein in the second current value measurement step, the second current value is measured at least during a first period in which the temperature of the blood introduced into the biosensor changes greatly and a second period in which the temperature of the blood introduced into the biosensor is stable, within the predetermined period.
A blood component measurement method according to a twenty-eighth aspect of the present invention is the blood component measurement method of any one of the above-mentioned twenty-third to twenty-seventh aspects, wherein in the second current value measurement step, the second voltage is applied to the second electrode pair continuously within the predetermined period and the plurality of second current values are measured at arbitrary timings.
A blood component measurement method according to a twenty-ninth aspect of the present invention is the blood component measurement method of any one of the above-mentioned twenty-third to twenty-seventh aspects, wherein in the second current value measurement step, the second voltage is applied to the second electrode pair multiple times in the form of pulses within the predetermined period and the second current value is measured at each timing at which the second voltage is applied.
A blood component measurement method according to a thirtieth aspect of the present invention is the blood component measurement method of the above-mentioned twenty-third aspect, wherein in the calculation step, the blood component amount of the blood introduced into the biosensor is calculated by multivariate analysis that is carried out using the plurality of the blood component amounts converted in the conversion step.
A biosensor according to a thirty-first aspect of the present invention is a biosensor in which blood is introduced and then a blood component contained in said blood is subjected to oxidation-reduction using an oxidoreductase, wherein the biosensor includes: a first electrode pair in which a working electrode and a counter electrode contact with the oxidoreductase and a mediator; a second electrode pair including a working electrode that does not contact with the oxidoreductase and a mediator and a counter electrode that contacts with the oxidoreductase and the mediator but does not contact with the working electrode of the first electrode pair; and a non-interference portion that separates the working electrode of the first electrode pair from the counter electrode of the second electrode pair, and a first voltage is applied to the first electrode pair at an arbitrary timing within a predetermined period after the introduction of the blood into the biosensor, and a second voltage is applied to the second electrode pair multiple times in the form of pulses within the predetermined period.
A blood component measurement device according to a thirty-second aspect of the present invention (hereinafter may also be referred to as a “third blood component measurement device”) is
a blood component measurement device that measures a blood component amount using a biosensor in which blood is introduced and then a blood component contained in said blood is subjected to oxidation-reduction using an oxidoreductase, wherein the blood component measurement device includes:
a first current value measurement means that detects, as a first current value, an oxidation-reduction current that is generated by the oxidation-reduction when a first voltage is applied to a first electrode pair composing the biosensor;
a second current value measurement means that detects, as a second current value, a current that is generated when a second voltage is applied to a second electrode pair composing the biosensor;
a control means that exerts control so that, over a predetermined period after the introduction of the blood into the biosensor, the first current value measurement means measures the first current value multiple times, with the first voltage being continuously applied to the first electrode pair, and so that after the continuous application of the first voltage, the second current value measurement means measures the second current value, with the second voltage being applied,
a conversion means that converts, to blood component amounts, pairs of current values consisting of any one of a plurality of first current values measured by the first current value measurement means and the second current value measured by the second current value measurement means, and
a calculation means that calculates the blood component amount for the blood introduced into the biosensor, using a plurality of the blood component amounts converted by the conversion means.
A blood component measurement device according to a thirty-third aspect of the present invention (hereinafter may also be referred to as a “fourth blood component measurement device”) is
a blood component measurement device that measures a blood component amount using a biosensor in which blood is introduced and then a blood component contained in said blood is subjected to oxidation-reduction using an oxidoreductase, wherein the blood component measurement device includes:
a first current value measurement means that detects, as a first current value, an oxidation-reduction current that is generated by the oxidation-reduction when a first voltage is applied to a first electrode pair composing the biosensor;
a second current value measurement means that detects, as a second current value, a current that is generated when a second voltage is applied to a second electrode pair composing the biosensor;
a control means that exerts control so that within a predetermined period after the introduction of the blood into the biosensor, the second current value measurement means applies the second voltage to the second electrode pair in the form of pulses to measure the second current value multiple times and so that after the application of the second voltage, the first current value measurement means measures the first current value,
a conversion means that converts, to blood component amounts, pairs of current values consisting of the first current value measured by the first current value measurement means and any one of a plurality of second current values measured by the second current value measurement means, and
a calculation means that calculates the blood component amount for the blood introduced into the biosensor, using a plurality of the blood component amounts converted by the conversion means.
A blood component measurement device according to a thirty-fourth aspect of the present invention is the blood component measurement device according to the above-mentioned thirty-second or thirty-third aspect, wherein
the blood component measurement device includes a storage means that contains recorded data, stored per blood in which the blood component amount is known, including a plurality of the blood component amounts converted from the pairs of current values, and
the calculation means compares the recorded data with measured data including a plurality of the blood component amounts converted by the conversion means and calculates the blood component amount of the blood from which recorded data most approximated to said measured data was obtained, as the blood component amount of the blood introduced into the biosensor.
A blood component measurement device according to a thirty-fifth aspect of the present invention is the blood component measurement device according to any one of the above-mentioned thirty-second to thirty-fourth aspects, wherein the blood component measurement device includes:
a storage means that contains recorded data, stored per blood in which the blood component amount is known and per ambient temperature, including a plurality of the blood component amounts converted from the pairs of current values, and
a temperature detection means that detects the ambient temperature, and
the calculation means extracts a plurality of recorded data obtained at a temperature near the ambient temperature detected by the temperature detection means, compares said plurality of recorded data thus extracted with measured data including the plurality of the blood component amounts converted by the conversion means, and calculates the blood component amount of the blood from which recorded data most approximated to said measured data was obtained, as the blood component amount of the blood introduced into the biosensor.
A blood component measurement device according to a thirty-sixth aspect of the present invention is the blood component measurement device according to the above-mentioned thirty-fourth or thirty-fifth, wherein the calculation means compares a plurality of blood component amounts converted from arbitrary combinations of the first current value and the second current value selected from the pairs of current values measured as a result of the control exerted by the control means, with recorded data of a plurality of blood component amounts converted from the same combinations as the arbitrary combinations of the first current value and the second current value stored in the storage means, and calculates the blood component amount of the blood from which recorded data most approximated was obtained, as the blood component amount of the blood introduced into the biosensor.
A blood component measurement method according to a thirty-seventh aspect of the present invention (hereinafter may also be referred to as a “third blood component measurement method”) is
a blood component measurement method in which a blood component amount is measured using a biosensor in which blood is introduced and then a blood component contained in said blood is subjected to oxidation-reduction using an oxidoreductase, wherein the blood component measurement method includes:
a first current value measurement step for detecting, as a first current value, an oxidation-reduction current that is generated by the oxidation-reduction when a first voltage is applied to a first electrode pair composing the biosensor;
a second current value measurement step for detecting, as a second current value, a current that is generated when a second voltage is applied to a second electrode pair composing the biosensor;
a conversion step for converting, to blood component amounts, pairs of current values consisting of any one of a plurality of first current values measured in the first current value measurement step and the second current value measured in the second current value measurement step; and
a calculation step for calculating the blood component amount contained in the blood using a plurality of the blood component amounts converted in the conversion step, wherein
in the first current value measurement step, the first current value is measured multiple times over a predetermined period after the introduction of the blood into the biosensor, with the first voltage being continuously applied to the first electrode pair,
in the second current value measurement step, the second current value is measured after the first current measurement step, with the second voltage being applied, and
in the conversion step, a plurality of blood component amounts are obtained from a plurality of first current values measured in the first current value measurement step and the second current value measured in the second current value measurement step.
A blood component measurement method according to a thirty-eighth aspect of the present invention (hereinafter may also be referred to as a “fourth blood component measurement method”) is
a blood component measurement method in which a blood component amount is measured using a biosensor in which blood is introduced and then a blood component contained in said blood is subjected to oxidation-reduction using an oxidoreductase, wherein the blood component measurement method includes:
a first current value measurement step for detecting, as a first current value, an oxidation-reduction current that is generated by the oxidation-reduction when a first voltage is applied to a first electrode pair composing the biosensor;
a second current value measurement step for detecting, as a second current value, a current that is generated when a second voltage is applied to a second electrode pair composing the biosensor;
a conversion step for converting, to blood component amounts, pairs of current values consisting of the first current value measured in the first current value measurement step and any one of a plurality of second current values measured in the second current value measurement step; and
a calculation step for calculating the blood component amount for the blood introduced into the biosensor, using a plurality of the blood component amounts converted in the conversion step, wherein
in the second current value measurement step, the second current value is measured multiple times within a predetermined period after the introduction of the blood into the biosensor, with the second voltage being applied to the second electrode pair in the form of pulses, and
in the first current value measurement step, the first current value is measured after the second current value measurement step.
A blood component measurement method according to a thirty-ninth aspect of the present invention is the blood component measurement method of the above-mentioned thirty-seventh or thirty-eighth aspect, wherein
the calculation step includes:
referring to recorded data, stored in a storage means per blood in which the blood component amount is known, including a plurality of the blood component amounts converted from the pairs of current values;
comparing the recorded data with measured data including the plurality of the blood component amounts converted in the conversion step; and
calculating the blood component amount of the blood from which recorded data most approximated to said measured data was obtained, as the blood component amount of the blood introduced into the biosensor.
A blood component measurement method according to a fortieth aspect of the present invention is the blood component measurement method of any one of the above-mentioned thirty-seventh to thirty-ninth aspects, wherein
the blood component measurement method includes a temperature detection step for detecting ambient temperature, and
the calculation step includes:
referring to recorded data, stored in a storage means per blood in which the blood component amount is known and per ambient temperature, including the plurality of the blood component amounts converted from the pairs of current values;
extracting a plurality of recorded data obtained at a temperature near the ambient temperature detected in the temperature detection step;
comparing said plurality of recorded data thus extracted with measured data including a plurality of the blood component amounts converted in the conversion step; and
calculating the blood component amount of the blood from which recorded data most approximated to said measured data was obtained, as the blood component amount of the blood introduced into the biosensor.
According to the first measurement device, the third measurement device, the first measurement method, and the third measurement method of the present invention, since the blood component amount of the blood introduced into a biosensor is calculated using a plurality of blood component amounts converted from a plurality of first current values and a second current value, the errors in measuring blood components can be suppressed.
Furthermore, according to the second measurement device, the fourth measurement device, the second measurement method, and the fourth measurement method of the present invention, since the blood component amount of the blood introduced into a biosensor is calculated using a plurality of blood component amounts converted from a plurality of second current values and a first current value, the errors in measuring blood components can be suppressed.
Hereinafter, embodiments of the present invention are described with reference to the drawings.
First, a biosensor 1 is described.
The biosensor 1 that can be attached to a measurement device described as an embodiment of the present invention includes, for example, such respective parts as shown in
The biosensor 1 can be attached to or detached from a measurement device 6 described later. The biosensor 1 composes a biosensor system together with the measurement device 6. Using the measurement device 6, the biosensor system measures the amount of a component of the matrix contained in blood spotted as a sample to a sample spotting site 41 located at the tip of the biosensor 1. The measurement device 6 displays, as a measurement result, the blood component amount of the blood introduced into the biosensor 1. In the following description, the phrase “the blood component amount” encompasses a glucose concentration (a first component amount) and/or a blood cell amount (a second component amount).
In order to quantify the blood component amount in the blood using the biosensor 1, first an end 27 of the biosensor 1 is inserted into the measurement device 6 by a user. Then, the measurement device 6 applies voltages to the electrodes of the biosensor 1 described later. In this state, blood is supplied to the sample spotting site 41. When the blood is spotted, said blood is drawn into the biosensor 1. This blood dissolves the reagent layer 3. The measurement device 6 detects an electrical change generated between the electrodes of the biosensor 1 to measure the blood component amount.
In the present embodiment, the biosensor 1 measures the amount of a specific blood component contained in the blood of a human body used as a sample liquid. The amount of the specific blood component is a glucose concentration in the present embodiment. In the following description, disclosure is made regarding the measurement of the glucose concentration contained in the blood of a human body. However, the biosensor system in the present embodiment can also measure lactic acid, cholesterol, or other components when a suitable enzyme is selected.
The blood component measurement layer 2 is configured with a conductive layer formed on an insulating substrate 20 that is formed of, for example, polyethylene terephthalate (PET), polycarbonate (PC), polyimide (PI), polyethylene (PE), polypropylene (PP), polystyrene (PS), polyvinyl chloride (PVC), polyoxymethylene (POM), monomer cast nylon (MC), polybutylene terephthalate (PBT), methacrylic resin (PMMA), ABS resin (ABS), or glass. The conductive layer is formed of an electroconductive material such as carbon or noble metal such as gold, platinum, or palladium, for example. The conductive layer is formed by, for example, a screen printing method or a sputter deposition method. The conductive layer can be formed on the whole surface or at least a part of the substrate. The conductive layer may be coated with a polymeric material for the purpose of preventing impurities from adhering thereto or preventing it from being oxidized. The coating of the surface of the conductive layer can be carried out by, for example, preparing a solution of a polymeric material, dropping or applying it to the surface of the conductive layer, and then drying it. Examples of the drying method include natural drying, air drying, hot air drying, and heat drying.
Furthermore, the size of the insulating substrate 20 is not particularly limited. It has, for example, a total length of 5 to 100 mm, a width of 2 to 50 mm, and a thickness of 0.05 to 2 mm, preferably a total length of 7 to 50 mm, a width of 3 to 20 mm, and a thickness of 0.1 to 1 mm, and further preferably a total length of 10 to 30 mm, a width of 3 to 10 mm, and a thickness of 0.1 to 0.6 mm.
Moreover, the material of the spacer layer 4 is not particularly limited. For example, a similar material to that of the substrate 20 can be used. Furthermore, the size of the spacer layer 4 is not particularly limited. It has, for example, a total length of 5 to 100 mm, a width of 2 to 50 mm, and a thickness of 0.01 to 1 mm, preferably a total length of 7 to 50 mm, a width of 3 to 20 mm, and a thickness of 0.05 to 0.5 mm, and more preferably a total length of 10 to 30 mm, a width of 3 to 10 mm, and a thickness of 0.05 to 0.25 mm. The spacer layer 4 has an I-shaped cutaway portion formed to serve as the sample spotting site 41 for introducing blood.
The surface layer 5 is an insulating substrate provided with an air hole 51 in the central portion thereof. The surface layer 5 is disposed to form one body together with the blood component measurement layer 2, with the spacer layer 4 having the sample spotting site 41 as a cutaway portion being interposed between the surface layer 5 and the blood component measurement layer 2. In order to dispose it to form one body, the surface layer 5, the spacer layer 4, and the blood component measurement layer 2 may be bonded together with an adhesive or may be heat-sealed. Examples of the adhesive that can be used herein include an epoxy adhesive, an acrylic adhesive, a polyurethane adhesive, as well as a thermosetting adhesive (such as a hot-melt adhesive) and a UV curable adhesive.
The material of the surface layer 5 is not particularly limited but, for example, a similar material to that of the substrate 20 can be used. It is further preferable that the portion corresponding to the ceiling portion of the sample spotting site 41 of the surface layer 5 be subjected to a hydrophilic treatment. Examples of the method used for the hydrophilic treatment include a method in which a surfactant is applied and a method in which a hydrophilic functional group such as a hydroxyl group, a carbonyl group, or a carboxyl group is introduced into the surface of the surface layer 5 by, for example, a plasma treatment. The size of the surface layer 5 is not particularly limited but it has, for example, a total length of 5 to 100 mm, a width of 3 to 50 mm, and a thickness of 0.01 to 0.5 mm, preferably a total length of 10 to 50 mm, a width of 3 to 20 mm, a thickness of 0.05 to 0.25 mm, and more preferably a total length of 15 to 30 mm, a width of 5 to 10 mm, and a thickness of 0.05 to 0.1 mm. Preferably, the air hole 51 is formed in the surface layer 5. The shape of the air hole is, for example, round, oval, or polygonal. The air hole 51 has, for example, a maximum diameter of 0.01 to 10 mm, preferably a maximum diameter of 0.05 to 5 mm, and more preferably a maximum diameter of 0.1 to 2 mm.
In the blood component measurement layer 2, as shown in
When a first current value that depends on the glucose concentration to a high degree is to be measured, a voltage (a first voltage) is applied between the first working electrode 21 and the first counter electrode 22, with the first working electrode 21 and the first counter electrode 22 being used as a positive electrode and a negative electrode, respectively.
When a second current value that depends on the blood cell amount to a high degree is to be measured, a voltage (a second voltage) is applied in the form of pulses between the second working electrode 23 and the second counter electrode 24, with the second working electrode 23 and the second counter electrode 24 being used as a positive electrode and a negative electrode, respectively. Examples of the form of pulses include forms of a rectangular wave, a triangular wave, etc. The details of such voltage applications are described later.
A non-interference portion 25 with no conductive layer formed thereon may be provided between the first working electrode 21 and the second counter electrode 24. The non-interference portion 25 separates the first working electrode 21 and the second counter electrode 24 from each other. This allows the non-interference portion 25 to prevent a mediator generated in the second counter electrode 24 from flowing into the first working electrode 21 in measuring the second current value. The non-interference portion 25 does not need to be provided when the first voltage and the second voltage are not applied simultaneously.
In the blood component measurement layer 2, an identification section for identifying the biosensor 1 using the measurement device 6 may be formed with electrodes. The identification section has, for example, a shape for identifying the type of the biosensor 1 and the difference in output characteristics per production lot. The identification section is formed, for example, on the side of the end 27 of the biosensor 1 and can be read by the measurement device 6.
As shown in
As shown in
Examples of the oxidoreductase of the reagent layer 3 to be used herein include glucose oxidase, lactate oxidase, cholesterol oxidase, cholesterol esterase, uricase, ascorbate oxidase, bilirubin oxidase, glucose dehydrogenase, lactate dehydrogenase, and lactate dehydrogenase. The amount of the oxidoreductase is, for example, 0.01 to 100 U, preferably 0.05 to 10 U, and more preferably 0.1 to 5 U, per biosensor or per measurement. Among them, the oxidoreductase is preferably glucose oxidase or glucose dehydrogenase.
The mediator (the electron acceptor) of the reagent layer 3 is preferably ferricyanide, more preferably potassium ferricyanide. Examples of mediators other than the ferricyanide that can be used herein include p-benzoquinone and derivatives thereof, phenazine methosulfate, methylene blue, as well as ferrocene and derivatives thereof. The amount of the electron acceptor to be mixed is not particularly limited. It is, for example, 0.1 to 1000 mM, preferably 1 to 500 mM, and more preferably 10 to 200 mM, per measurement or per biosensor.
For example, in order to measure the glucose concentration (a blood component) contained in the blood of a human body, the biosensor 1 of the present embodiment uses glucose oxidase as the oxidoreductase and potassium ferricyanide as the mediator that are carried by the reagent layer 3.
In the reagent layer 3, the oxidoreductase and the mediator are dissolved in the blood used as a sample liquid when the blood is introduced into the sample supply path 10. Then, an enzyme reaction proceeds between the glucose, which is a matrix in the blood, and the oxidoreductase and the mediator, and thereby the mediator is reduced to produce ferrocyanide (potassium ferrocyanide in the case of the present embodiment). After completion of this reaction, the mediator thus reduced is electrochemically oxidized, and from the current (a first current value) obtained thereby, a response value (a first response value (mV)) that depends on the glucose concentration in the blood to a high degree is measured.
In the present invention, the blood cells denote red blood cells, white blood cells, platelets, and combinations thereof, which are contained in the blood, but preferably the blood cells denote red blood cells. Furthermore, in the present invention, the amount of the blood cells denotes, for example, the ratio (volume ratio) of the red blood cells contained in the blood, preferably the hematocrit (Hct) value.
Next, the configuration of the measurement device 6 is described.
The measurement device 6 carries out measurement using the biosensor 1 in which blood is introduced and a blood component contained in said blood is subjected to oxidation-reduction using the oxidoreductase. As shown in
The measurement device 6 includes a plurality of connectors 61 to 65 and switches 66 to 69, a current/voltage conversion circuit 70, an A/D conversion circuit 71, a CPU 72, an LCD 73, and a data storage unit 74 (a storage means). Furthermore, the measurement device 6 includes temperature measurement units 81, 82 (temperature detection means) for measuring the device inner temperature and switches 83, 84 for said temperature measurement units 81, 82. The connectors 62, 64 connected to the first counter electrode 22 and the second counter electrode 24 that serve as negative electrodes and the switches 67, 68 are grounded.
The temperature measurement unit 81 and the temperature measurement unit 82 each measure the temperature inside the measurement device 6 as the ambient temperature of the blood introduced therein. It is desirable that the temperature measurement units 81, 82 each measure the temperature of, for example, a position near the biosensor 1 inserted into the measurement device 6. The temperature measurement values measured by the temperature measurement units 81, 82 are supplied to the CPU 72. The CPU 72 compares the two temperature measurement results. When the difference between the temperatures is not within a predetermined threshold, it is determined that one of the temperature measurement units 81, 82 is not working. This allows the measurement device 6 to detect failures accurately and easily. Furthermore, measurement errors caused by irregular temperature measurements are avoided. The temperature measurement timing may be immediately after the introduction of blood is detected by the detection electrode 26 or when the temperature of the blood introduced into the biosensor 1 is stabilized.
The respective connectors 61 to 65 are connected to the electrodes A to E of the biosensor 1, respectively. The respective switches 66 to 69 are connected to the connectors 62 to 65, respectively. The on/off states of the switches 66 to 69 are controlled by the CPU 72. When the first current value is to be measured, the switch 66 is turned on to apply a voltage between the electrode A connected to the first working electrode 21 and the electrode B connected to the first counter electrode 22. When the second current value is to be measured, the switches 67, 68 are turned on to apply a voltage between the electrode C connected to the second working electrode 23 and the electrode D connected to the second counter electrode 24. The voltage to be applied between the first working electrode 21 and the first counter electrode 22 as well as the voltage to be applied between the second working electrode 23 and the second counter electrode 24 can be changed. When the introduction of blood is to be detected, the switch 69 is turned on to apply a voltage to the electrode E connected to the detection electrode 26.
The current/voltage conversion circuit 70 is connected to the connectors 61 to 65 and the temperature measurement units 81, 82. The first current value and the second current value of the currents flowing between the first working electrode 21, the second working electrode 23, and the other electrodes are supplied to the current/voltage conversion circuit 70. Furthermore, currents corresponding to the ambient temperatures measured by the temperature measurement units 81, 82 are supplied to the current/voltage conversion circuit 70. The current/voltage conversion circuit 70 converts the first current value and the second current value supplied thereto to voltages. The voltage values thus converted are supplied to the A/D conversion circuit 71.
The A/D conversion circuit 71 is supplied with voltage values from the current/voltage conversion circuit 70. The A/D conversion circuit 71 converts the voltage values thus supplied thereto to pulsed digital data and then outputs them to the CPU 72.
The CPU 72 controls respective parts included in the measurement device 6. The CPU 72 exerts control for turning the respective switches 66 to 69 on or off. Furthermore, the CPU 72 calculates the first response value [mV] corresponding to the first current value and the second response value [mV] corresponding to the second current value based on the digital data supplied from the A/D conversion circuit 71. The CPU 72 converts, to a blood component amount, a pair of the first response value and the second response value (a conversion means). Furthermore, the CPU 72 calculates the blood component amount for the blood introduced into the biosensor 1 using a plurality of blood component amounts that were converted (a calculation means). The process for converting the first response value and the second response value to the blood component amount and then calculating the blood component amount of the blood introduced into the biosensor 1 is described later.
The LCD 73 is an LCD (a liquid crystal display; an output unit) that displays the measurement values calculated by the CPU 72.
The data storage unit 74 contains data stored therein that can be referred to by the CPU 72. The data storage unit 74 contains recorded data stored therein that are used for calculating the blood component amount (at least the glucose concentration) by the CPU 72. The recorded data includes a plurality of blood component amounts that were converted from pairs of any one of a plurality of first current values and a second current value, per blood in which the blood component amount is known.
The data storage unit 74 may contain recorded data recorded per blood in which the blood component amount is known and per ambient temperature. The recorded data includes a plurality of blood component amounts that were converted from pairs of any one of a plurality of first current values and a second current value.
The data storage unit 74 may contain stored data, stored per blood in which the blood component amount is known, including a plurality of blood component amounts that were converted from arbitrary combinations of a plurality of first response values and a plurality of second response values. Furthermore, the data storage unit 74 may contain stored data, stored per blood in which the blood component amount is known and per ambient temperature, including a plurality of blood component amounts that were converted from arbitrary combinations of a plurality of first response values and a plurality of second response values. In this case, the CPU 72 uses the same combinations of first response values and second response values as the arbitrary combinations included in the stored data to be converted to a plurality of blood component amounts and then calculates the blood component amount of the blood introduced into the biosensor 1. As described later, a predetermined period denotes a duration set for measuring the blood component amount (the first component amount and/or the second component amount).
Next, basic operations of the above-mentioned measurement device 6 are described.
In the measurement device 6, when a blood component amount is to be measured, first the introduction of blood is detected by the detection electrode 26.
When measuring the first current value, the measurement device 6 allows the CPU 72 to turn on the switch 66 to apply a voltage (the first voltage) between the first working electrode 21 and the first counter electrode 22 (the first electrode pair). In this state, the CPU 72 measures the oxidation-reduction current (the first current value) that is generated by oxidation-reduction (a first current value measurement means, a first current value measurement step). Furthermore, when measuring the second current value, the measurement device 6 allows the CPU 72 to turn on the switches 67, 68 to apply a voltage (the second voltage) between the second working electrode 23 and the second counter electrode 24 (the second electrode pair). In this state, the CPU 72 measures the current (the second current value) that is generated when the voltage is applied to the second working electrode 23 and the second counter electrode 24 (a second current value measurement means, a second current value measurement step). The CPU 72 obtains the first current value as the first response value and the second current value as the second response value.
The measurement device 6 converts a pair of a first response value and a second response value to a blood component amount using a conversion matrix. In this case, the measurement device 6 converts pairs of any one of a plurality of first current values and a second current value to a plurality of blood component amounts (a conversion means, a conversion step). The measurement device 6 obtains the blood component amount of the blood introduced into the biosensor 1 based on the plurality of blood component amounts (a calculation means, a calculation step). The process for conversion to blood component amounts and the process for calculating the blood component amount are described later.
The CPU 72 measures the first current value and the second current value within a predetermined period after the introduction of blood into the biosensor 1 to obtain the first response value and the second response value. The predetermined period can be set to be a certain period such as five seconds or seven seconds. Furthermore, in the first measurement device, the third measurement device, the first measurement method, or the third measurement method, the CPU 72 exerts control so that the first current value is measured multiple times within a predetermined period, with the first voltage being continuously applied, and the second current value is measured (a control means). The second current value may be measured only once. Furthermore, in the second measurement device, the fourth measurement device, the second measurement method, or the fourth measurement method, the CPU 72 exerts control so that the second current value is measured multiple times within a predetermined period and the first current value is measured (a control means). The first current value may be measured only once. Therefore, the CPU 72 may control the switches 66 to 68 to be turned on or off with respect to measurement timings. Furthermore, the CPU 72 may control the timing at which digital data is obtained by the A/D conversion circuit 71.
In the first measurement device, the third measurement device, the first measurement method, or the third measurement method, the CPU 72 obtains a plurality of first response values and a plurality of second response values from a plurality of first current values and a second current value. The CPU 72 converts a pair of any one of the plurality of first response values and a second response value to a blood component amount using a conversion matrix. The CPU 72 combines a different first response value and the second response value and converts each combination to a blood component amount. Thus, the CPU 72 obtains a plurality of blood component amounts.
In the second measurement device, the fourth measurement device, the second measurement method, or the fourth measurement method, the CPU 72 obtains a plurality of first response values and a plurality of second response values from a first current value and a plurality of second current values. The CPU 72 converts a pair of any one of the plurality of second response values and a first response value to a blood component amount using a conversion matrix. The CPU 72 combines a different second response value and the first response value and converts each combination to a blood component amount. Thus, the CPU 72 obtains a plurality of blood component amounts.
The CPU 72 calculates the blood component amount (at least one of the first component amount and the second component amount) of the blood introduced into the biosensor 1 from the plurality of blood component amounts that were converted (a calculation means). In this case, the CPU 72 may refer to the recorded data stored in the data storage unit 74. The CPU 72 that serves as a calculation means compares a plurality of recorded data including a plurality of blood component amounts stored in the data storage unit 74 with measured data including a plurality of blood component amounts that were converted according to a conversion matrix. Then, the CPU 72 calculates the blood component amount of the blood from which the recorded data most approximated to the measured data was obtained, as the blood component amount of the blood introduced into the biosensor 1.
Furthermore, the measurement device 6 measures ambient temperature with the temperature measurement units 81, 82 when the data storage unit 74 contains recorded data stored per blood in which the blood component amount is known and per ambient temperature. Then, the CPU 72 extracts a plurality of recorded data obtained at a temperature near the ambient temperatures detected by the temperature measurement units 81, 82. The CPU 72 compares said plurality of recorded data thus extracted with measured data including a plurality of blood component amounts that were converted. The CPU 72 calculates the blood component amount of the blood from which the recorded data most approximated to said measured data was obtained, as the blood component amount of the blood introduced into the biosensor 1.
Moreover, in the measurement device 6, the data storage unit 74 contains a plurality of blood component amounts, stored as the recorded data, converted from arbitrary combinations of a first response value and a second response value. In this case, the measurement device 6 obtains measured data including a plurality of blood component amounts converted from the same combinations of a first response value and a second response value as the combinations in said recorded data. Then, the measurement device 6 compares the recorded data of the plurality of blood component amounts obtained from arbitrary combinations of response values with measured data of the plurality of blood component amounts converted from the same combinations of response values. Thereby, the measurement device 6 can calculate the blood component amount of the blood from which the recorded data most approximated to said measured data was obtained, as the blood component amount of the blood introduced into the biosensor 1.
Next, in the first measurement device, the third measurement device, the first measurement method, or the third measurement method, an operation of calculating the blood component amount from a combination of any one of a plurality of first response values and a second response value using a conversion matrix in the measurement device 6 as described above is described. In the second measurement device, the fourth measurement device, the second measurement method, or the fourth measurement method, an operation of calculating the blood component amount from a combination of any one of a plurality of second response values and a first response value using a conversion matrix in the measurement device 6 as described above is described.
In the measurement device 6, the first response value of the measurement device 6 that is expected to be supplied to the CPU 72 is, for example, as shown in
When the first response values and the second response values, each of which was obtained from blood with a known glucose concentration and blood cell amount shown in
In the conversion matrix, the first response values and the second response values that are plotted on the line connecting the points obtained from the same known glucose concentrations can be converted to said known glucose concentrations and blood cell amounts. Therefore, using the conversion matrix, the glucose concentration and the blood cell amount can be obtained from the first response value and the second response value obtained from unknown blood. For example, when the first response value and the second response value indicated with a white circle in FIG. 6 were obtained, the ratio (A:B) between 100 mg/dl and 200 mg/dl of the first response values in the conversion matrix is taken. Thereby, a glucose concentration of 138 mg/dl can be obtained. Similarly, the ratio between 25 and 45 of the second response values in the conversion matrix is taken, and thereby the unknown blood cell amount can be determined.
As described above, with the conversion matrix prepared beforehand, a pair of the first response value and the second response value can be converted to the glucose concentration and the blood cell amount as the first component amount and the second component amount (the blood component amount).
Similarly, in the conversion matrix, the second response values plotted on the line connecting the points obtained from the same known blood cell amounts can be converted to said known blood cell amounts. Therefore, using the conversion matrix, the glucose concentration and the blood cell amount can be obtained from the first response value and the second response value obtained from unknown blood.
As described above, with the conversion matrix being prepared beforehand, the glucose concentration and the blood cell amount (the blood component amount) can be obtained from a pair of the first response value and the second response value.
Next, it is described that in the first or third measurement device 6 as described above, recorded data is compared with measured data and thereby the blood component amount of the blood introduced into the biosensor 1 can be calculated.
The first or third measurement device 6 described as the present embodiment obtains a plurality of first response values and one second response value by operations as described with reference to
The first or third measurement device 6 applies a first voltage as shown in
The first or third measurement device 6 applies a second voltage as shown in
The CPU 72 applies both the first voltage and the second voltage shown in
It is desirable that a period in which the temperature of the blood introduced into the biosensor 1 changes greatly be set as the first period. In the example shown in
As described above, the first or third measurement device 6 applies the first voltage to the first working electrode 21 and the first counter electrode 22 that serve as the first electrode pair during the predetermined period to measure the first current value (the oxidation-reduction current) multiple times at predetermined measurement timings. On the other hand, the first or third measurement device 6 applies the second voltage within the range of a predetermined short period from the predetermined measurement timing. Furthermore, the first or third measurement device 6 applies the second voltage in the form of pulses to the second working electrode 23 and the second counter electrode 24 that serve as the second electrode pair only at the predetermined measurement timing during the predetermined period to measure the second current value.
After the three first response values G1, G2, G3 and one second response value H1 are measured, the CPU 72 refers to three conversion matrices to convert them to three blood component amounts. In this case, the three conversion matrices each are prepared beforehand for each of the combinations of the first response value G1 and the second response value H1, the first response value G2 and the second response value H1, as well as the first response value G3 and the second response value H1.
The CPU 72 converts the first response value G1 and the second response value H1 to a blood component amount using the conversion matrix G1-H1 shown in
Specifically, the first or third measurement device 6 contains such conversion matrices as those shown in
Next, the first or third measurement device 6 compares recorded data including three blood component amounts for the respective pairs of the plurality of first response values and the second response value described above, with the three blood component amounts that are used as measured data. As a result of the comparison, the first or third measurement device 6 can extract the recorded data closest to the measured data. The first or third measurement device 6 can calculate the blood component amount of the blood from which the recorded data thus extracted was obtained, as the blood component amount of the blood introduced into the biosensor 1.
As shown in
Since the first response values and the second response value measured by the first or third measurement device 6 depend on the blood temperature, even when the first response value and the second response value are measured only at the end of the measurement time, accurate first response value and second response value cannot be obtained. Therefore, the first or third measurement device 6 measures the first response value multiple times and the second response value only once during the predetermined measurement time. Moreover, the first or third measurement device 6 combines the first response values and the second response value arbitrarily and obtains a blood component amount per said arbitrary combination.
The first or third measurement device 6 contains recorded data, for example, as shown in
The first or third measurement device 6 compares a plurality of blood component amounts, each of which was converted per combination of any one of a plurality of first response values and a second response value, with a plurality of blood component amounts included in the recorded data and thereby can determine the recorded data most approximated. Specifically, when the ambient temperature is near A, the first or third measurement device 6 extracts the blood component amounts Aa1 to Aa3, Ab1 to Ab3, and Ac1 to Ac3 of respective combinations corresponding to the ambient temperature A. The first or third measurement device 6 compares the blood component amounts of respective combinations that are used as the measured data with the blood component amounts Aa1 to Aa3, Ab1 to Ab3, and Ac1 to Ac3 included in the recorded data that were extracted. The first or third measurement device 6 can calculate the glucose concentration of the blood introduced into the biosensor 1 to be 100 mg/dl, when a plurality of blood component amounts included in the measured data are approximated to the blood component amounts Aa1 to Aa3, Ab1 to Ab3, and Ac1 to Ac3 included in the recorded data.
As described above, the first or third measurement device 6 can calculate the blood component amount of the blood introduced into the biosensor 1 using a plurality of first response values and one second response value that were measured. Thus, the biosensor system can suppress the errors in measuring the blood component amount.
The first response values and the second response value that are used as the measured data vary depending on the ambient temperature of the biosensor 1. For example, assume that the conversion matrices shown in
Furthermore, it is described that in the second or fourth measurement device 6 as described above, recorded data is compared with measured data and thereby the blood component amount of the blood introduced into the biosensor 1 can be calculated.
The second or fourth measurement device 6 described as the present embodiment obtains a plurality of second response values and one first response value by operations as described with reference to
The second or fourth measurement device 6 applies a first voltage as shown in
The second or fourth measurement device 6 applies a second voltage as shown in
The CPU 72 applies both the first voltage and the second voltage shown in
It is desirable that a period in which the temperature of the blood introduced into the biosensor 1 changes greatly be set as the first period. In the example shown in
Furthermore, the CPU 72 may exert control so that the second voltage is applied to the second working electrode 23 and the counter electrode 24 for the blood cell amount continuously during the predetermined period. In this case, the CPU 72 measures the second response value at least at two timings, once in the first half and once in the second half, during the predetermined period.
As described above, the second or fourth measurement device 6 applies the second voltage to the second working electrode 23 and the second counter electrode 24 that serve as the second electrode pair during the predetermined period to measure the second current value multiple times at predetermined measurement timings. On the other hand, the second or fourth measurement device 6 applies the first voltage within the range of a predetermined short period from the predetermined measurement timing for the first current value. Furthermore, the second or fourth measurement device 6 applies the first voltage in the form of pulses to the first working electrode 21 and the first counter electrode 22 that serve as the first electrode pair only at the measurement timing for the first current value during the predetermined period to measure the first current value.
After the three second response values H1, H2, H3 and one first response value G1 are measured, the CPU 72 refers to three conversion matrices to convert them to three blood component amounts. In this case, the three conversion matrices each are prepared beforehand for each of the combinations of the first response value G1 and the second response value H1, the first response value G1 and the second response value H2, as well as the first response value G1 and the second response value H3.
The CPU 72 converts the first response value G1 and the second response value H1 to a blood component amount using the conversion matrix G1-H1 shown in
Specifically, the second or fourth measurement device 6 contains such conversion matrices as those shown in
Next, the second or fourth measurement device 6 compares recorded data including three blood component amounts for the respective pairs of the plurality of first response values and the second response value described above, with the three blood component amounts that are used as measured data. As a result of the comparison, the second or fourth measurement device 6 can extract the recorded data closest to the measured data. The second or fourth measurement device 6 can calculate the blood component amount of the blood from which the recorded data thus extracted was obtained, as the blood component amount of the blood introduced into the biosensor 1.
As shown in
Since the first response value and the second response values measured by the second or fourth measurement device 6 depend on the blood temperature, even when the first response value and the second response value are measured only at the end of the measurement time, accurate first response value and second response value cannot be obtained. Therefore, the second or fourth measurement device 6 measures the first response value multiple times and the second response value only once during the predetermined measurement time. Moreover, the second or fourth measurement device 6 combines the first response values and the second response value arbitrarily and obtains a blood component amount per said arbitrary combination.
The second or fourth measurement device 6 contains recorded data, for example, as shown in
The second or fourth measurement device 6 compares a plurality of blood component amounts, each of which was converted per combination of any one of a plurality of second response values and a first response value, with a plurality of blood component amounts included in the recorded data and thereby can determine the recorded data most approximated. Specifically, when the ambient temperature is near A, the second or fourth measurement device 6 extracts the blood component amounts Aa1 to Aa3, Ab1 to Ab3, and Ac1 to Ac3 of respective combinations corresponding to the ambient temperature A. The second or fourth measurement device 6 compares the blood component amounts of respective combinations that are used as the measured data with the blood component amounts Aa1 to Aa3, Ab1 to Ab3, and Ac1 to Ac3 included in the recorded data that were extracted. The second or fourth measurement device 6 can calculate the glucose concentration of the blood introduced into the biosensor 1 to be 100 mg/dl, when a plurality of blood component amounts included in the measured data are approximated to the blood component amounts Aa1 to Aa3, Ab1 to Ab3, and Ac1 to Ac3 included in the recorded data.
As described above, the second or fourth measurement device 6 can calculate the blood component amount of the blood introduced into the biosensor 1 using a plurality of second response values and one first response value that were measured. Thus, the biosensor system can suppress the errors in measuring the blood component amount.
As described above, the measurement device 6 can calculate the blood component amount of the blood introduced into the biosensor 1 using a plurality of second response values and one first response value that were measured. Thus, the biosensor system can suppress the errors in measuring the blood component amount.
The blood component amounts that are used as the measured data vary depending on the ambient temperature of the biosensor 1. For example, assume that the conversion matrices shown in
Furthermore, when the blood cell amount varies, a glucose concentration is calculated with a variation caused depending on the degree of influence, for example, as shown in
Moreover, when the temperature around the biosensor 1 changes, the first response value and the second response value that are measured also vary depending on the degree of influence of temperature as shown in
As described above, the blood component amount is calculated differently depending on the ambient temperature. Furthermore, in the first measurement device, the third measurement device, the first measurement method, or the third measurement method, the glucose concentration (the first response value) is calculated with a variation depending on the ambient temperature and the blood cell amount (the second component amount). Moreover, in the second measurement device, the fourth measurement device, the second measurement method, or the fourth measurement method, the first response value varies depending on the ambient temperature and the blood cell amount. Therefore, even when bloods with the same glucose concentration are measured and thereby the first response value and the second response value are obtained, the blood component amount varies depending on the case where the measurement is made, as in Cases A, B as shown in
Therefore, it is desirable that the measurement device 6 contain the recorded data stored in the data storage unit 74 per ambient temperature in consideration of the influences of the first response value and the second response value caused by the ambient temperature. The measurement device 6 extracts recorded data close to the current ambient temperature from a plurality of recorded data stored in the data storage unit 74. The measurement device 6 compares a plurality of blood component amounts included in the recorded data extracted according to the current ambient temperature with a plurality of blood component amounts that are used as measured data. Thus, the measurement device 6 can calculate the blood component amount of the blood from which the recorded data most approximated to said measured data was obtained, as the blood component amount of the blood introduced into the biosensor 1.
As described above, in the first measurement device, the third measurement device, the first measurement method, or the third measurement method, the temperature of the blood in the biosensor 1 varies from the time of introduction to the end of measurement, and the first response value varies depending on the second component amount. Therefore, it is desirable that as described above, the first or third measurement device 6 arbitrarily combine a plurality of first response values and a second response value that were measured during a predetermined measurement period to calculate a plurality of blood component amounts. Furthermore, in the second measurement device, the fourth measurement device, the second measurement method, or the fourth measurement method, the temperature of the blood in the biosensor 1 varies from the time of introduction to the end of measurement, and the first response value varies depending on the blood cell amount. Therefore, it is desirable that as described above, the second or fourth measurement device 6 arbitrarily combine one first response value and a plurality of second response values that were measured during a predetermined measurement period to convert them to a plurality of blood component amounts. Thus, even when the blood temperature varies as described above and the second component amount is unknown, the measurement device 6 converts arbitrary combinations of a first response value and a second response value to blood component amounts and then can select recorded data approximated to the blood component amounts that are used as measured data.
Specifically, the first or third measurement device 6 allows the first response value to be measured in a first period included in the first half of the predetermined period and a second period included in the second half of the predetermined period. This makes it possible to obtain a first response value measured when the temperature changes greatly and a first response value measured when the temperature is stable. Furthermore, a second response value measured when the temperature is stable can be obtained. Thus, even if the way of change in the temperature of blood varies each time it is measured, the first or third measurement device 6 can measure a plurality of first response values and a second response value, compare such measured data with recorded data, and calculate the blood component amount. This makes it possible to suppress the effect that the blood component amount varies due to the change in the temperature of blood and thereby an accurate blood component amount cannot be obtained.
Furthermore, specifically, the second or fourth measurement device 6 allows the second response value to be measured in a first period included in the first half of the predetermined period and a second period included in the second half of the predetermined period. This makes it possible to obtain a second response value measured when the temperature changes greatly and a second response value measured when the temperature is stable. Furthermore, a first response value measured when the temperature is stable can be obtained. Thus, even if the way of change in the temperature of blood varies each time it is measured, the second or fourth measurement device 6 can measure a plurality of second response values and a first response value, compare such measured data with recorded data, and calculate the blood component amount. This makes it possible to suppress the effect that the blood component amount varies due to the change in the temperature of blood and thereby an accurate blood component amount cannot be obtained.
It is desirable that in order to improve the accuracy in calculating the blood component amount, the first or third measurement device 6 described above measure more first response values during a predetermined period. The first or third measurement device 6 combines a number of first response values and one second response value, respectively, to obtain a plurality of pairs of a first response value and the second response value. Thus, a number of blood component amounts obtained from a number of the first response values and the second response value that are used as the measured data are compared with a number of the blood component amounts used as the recorded data and thereby the recorded data most approximated to the measured data can be selected. Therefore, the first or third measurement device 6 can obtain recorded data including the blood component amounts closest to a number of measured blood component amounts and then calculate the blood component amount of the blood introduced into the biosensor 1.
Furthermore, it is desirable that in order to improve the accuracy in calculating the blood component amount, the second or fourth measurement device 6 described above measure more second response values during a predetermined period. The second or fourth measurement device 6 combines a number of second response values and one first response value, respectively, to obtain a plurality of pairs of the first response value and a second response value. Thus, a number of blood component amounts obtained from a number of the second response values and the first response value that are used as the measured data are compared with a number of the blood component amounts used as the recorded data and thereby the recorded data most approximated to the measured data can be selected. Therefore, the second or fourth measurement device 6 can obtain recorded data including the blood component amounts closest to a number of measured blood component amounts and then calculate the blood component amount of the blood introduced into the biosensor 1.
As described above, recorded data including a number of blood component amounts is prepared beforehand, and the blood component amount of the blood introduced into the biosensor 1 can be calculated using measured data including a number of the blood component amounts obtained from combinations of the same response values. Therefore, as described above, even when the glucose concentration varies depending on the way of change in the temperature of blood, ambient temperature, or the blood cell amount, the glucose concentration can be calculated with less error by using a number of the blood component amounts.
Next, another embodiment that is different from the embodiment described above is described.
A first or third measurement device 6 described as the present embodiment may calculate the blood component amount of the blood introduced into the biosensor 1 by multivariate analysis carried out using a plurality of blood component amounts obtained by converting at least part of a plurality of first response values and a second response value that were measured. As shown in
Alternatively, a second or fourth measurement device 6 described as the present embodiment may calculate the blood component amount of the blood introduced into the biosensor 1 by multivariate analysis carried out using a plurality of blood component amounts obtained by converting at least part of a plurality of second response values and a first response value that were measured. As shown in
As in the embodiment described above, the first or third measurement device 6 measures a plurality of first response values and a second response value. Alternatively, as in the embodiment described above, the second or fourth measurement device 6 measures a plurality of second response values and a first response value. The CPU 72 converts a part or all of the first response values and the second response value that were measured, to obtain a plurality of blood component amounts. Each blood component amount may denote both the first component amount and the second component amount or one of the first component amount and the second component amount. The CPU 72 carries out multivariate analysis using a plurality of blood component amounts to obtain the blood component amount of the blood introduced into the biosensor 1. The measurement device 6 carries out, for example, multiple regression analysis as the multivariate analysis. The multiple regression analysis uses, as a response function, for example, a multiple regression formula of a linear polynomial such as:
Blood component amount=a1×G1+a2×G2+ . . . +an×Gn+b1×H1+b2×H2+ . . . +bm×Hm+C0.
In the above-mentioned multiple regression formula, G1 to Gn are arbitrary amounts of the first component, H1 to Hm are arbitrary amounts of the second component, a1 to an and b1 to bm are coefficients by which the blood component amount is multiplied, n≠m or n=m holds true, and Co is a constant. By the multiple regression analysis, a process for determining the coefficients in the multiple regression formula is carried out, with a known blood component amount being taken as a target value. That is, the CPU 72 determines the coefficients (a1 to an, b1 to bm), by which a plurality of amounts of the first component and the second component included in the multiple regression formula are multiplied, so as to obtain a highly accurate blood component amount, under conditions in which the ambient temperature and the sample introduction temperature are controlled variously. This gives a response function that is a compensation factor with respect to the temperature influence during measurement, in which the ambient temperature and the sample introduction temperature are incorporated. Accordingly, the CPU 72 determines by regression analysis the compensation formula by which the difference between an intermediate converted value obtained by converting first and second response values and a known blood component amount is made to be zero.
As described above, the measurement device 6 can determine the final blood component amount by calculation carried out using multivariate analysis from a plurality of blood component amounts. Thus, the measurement device 6 can suppress the errors in measuring the blood component amount of the blood introduced into the biosensor 1 as compared to the case where the blood component amount is determined using the first and second response values themselves.
The value determined by multivariate analysis is not limited to blood component amounts. For example, a compensation amount that compensates a converted blood component amount may be determined.
Furthermore, a quadratic polynomial as described below may be used as a response function to be employed as a multiple regression formula.
In the measurement device 6 of the present invention, the above-mentioned quadratic polynomial can be formed, with the amounts of the first component (G1 to Gm, where m is the number of the values to be measured) and the amounts of the second component (H1 to Hm, where m is the number of the values to be measured) being arbitrarily combined to be used as each variable xi. As in the case of the above-mentioned linear polynomial, the coefficients of the quadratic polynomial are determined by learning processing.
In this connection, in the above-mentioned quadratic polynomial, when 18 pairs of the amounts of the first component and the amounts of the second components are selected in total to generate the conversion formula or the compensation formula for the blood component amount, the number of the terms of the compensation formula is 190 terms (including constant terms).
When each coefficient is actually to be determined, higher-order terms (for example, xi2 and xixj) can be subjected to variable conversion to be dealt as a first-order term of a parameter. Actual calculation used in determining the coefficients is the same as that used in the case of the above-mentioned linear polynomial. Furthermore, the variables of the quadratic polynomial may also include ambient temperature measured by the measurement device 6 described above in addition to the above-mentioned amounts of the first component and the second component.
When the conversion formula or the compensation formula for the blood component amount is formed as a quadratic polynomial, a compensation formula with less actual error and distribution of each term can often be obtained as compared to the case of the linear polynomial.
Furthermore, the above-mentioned quadratic polynomial is equivalent to an approximation function obtained when the hypersurface indicating distribution in a multidimensional space in which each variable is used as an axis is Taylor-expanded up to the quadratic term, of the blood component amount that is introduced into the above-mentioned compensation formula. That is, as long as the fact that the estimated distribution is continuous is secured in principle, it is possible to obtain sufficient accuracy in principle when the above-mentioned quadratic polynomial is applied to a sufficiently narrow region of respective variables (selected groups of the first component amounts and the second component amounts). Variables of higher order can also be used, but when response values of the same amount are combined, the number of the terms of the conversion formula or the compensation formula for the blood component amount further increases. This causes disadvantages that the calculation process becomes complicated or the number of minimum data required for determining the coefficients increases.
Furthermore, an example in which a linear regression formula is used was described as the form of the conversion formula or the compensation formula for the blood component amount described above. However, the regression formula does not always need to be linear. It may be formed by linear addition of terms of variables xi, which were determined using the blood component amount and ambient temperature, combined through arbitrary operators. In this case, when the regression analysis is carried out for determining the coefficient of each term, each term is subjected to variable conversion to be a linear formula of parameters as in the case of the linear polynomial and quadratic polynomial. Accordingly, it can be carried out by applying the method of the multiple regression analysis of a linear polynomial.
The above-mentioned embodiments are examples of the present invention. Therefore, the present invention is not limited to the above-mentioned embodiments and it should be appreciated that even in the case other than the embodiments, various changes can be made depending on the design, etc., as long as they are in the range that does not depart from the technical ideas of the present invention.
That is, in the above-mentioned embodiments, a plurality of blood component amounts that were used as measured data were compared with a plurality of blood component amounts that were used as recorded data and thereby the recorded data most approximated was obtained. However, a plurality of glucose concentrations that are used as measured data may be compared with a plurality of glucose concentrations that are used as recorded data. Furthermore, a plurality of blood cell amounts that are used as measured data may be compared with a plurality of blood cell amounts that are used as recorded data.
Number | Date | Country | Kind |
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2013-142728 | Jul 2013 | JP | national |
2013-142737 | Jul 2013 | JP | national |
Number | Date | Country | |
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Parent | 14895785 | Dec 2015 | US |
Child | 15651640 | US |