JP3487829B2 - Vascular aging evaluation device - Google Patents

Vascular aging evaluation device

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Publication number
JP3487829B2
JP3487829B2 JP2001047363A JP2001047363A JP3487829B2 JP 3487829 B2 JP3487829 B2 JP 3487829B2 JP 2001047363 A JP2001047363 A JP 2001047363A JP 2001047363 A JP2001047363 A JP 2001047363A JP 3487829 B2 JP3487829 B2 JP 3487829B2
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JP
Japan
Prior art keywords
waveform
aging
score
wave
age
Prior art date
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JP2001047363A
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Japanese (ja)
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JP2002238867A (en
Inventor
晴子 高田
Original Assignee
晴子 高田
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Description

【発明の詳細な説明】Detailed Description of the Invention

【0001】[0001]

【発明の属する技術分野】本発明は、加速度脈波を利用
して血管の老化を評価する装置に関する。
BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to an apparatus for evaluating aging of blood vessels by utilizing an acceleration pulse wave.

【0002】[0002]

【従来の技術】脈圧とは収縮期血圧と拡張期血圧との差
であるが、これは1回拍出量と動脈系のコンプライアン
スとの関数である。脈圧の波形は大動脈から末梢の動脈
に行くにつれて変容していく。これは種々の部位におい
て投射波と反射波とが合成され、共鳴が起こるからと考
えられ、変容の程度は血管の性状又は特性の影響の総和
とみることができる。大動脈と末梢動脈とにおける動脈
内圧を比較すると、末梢動脈の平均動脈圧は大動脈にお
けるそれよりも低く、末梢動脈における拡張期血圧は大
動脈におけるそれよりも低い。しかし、収縮期血圧は、
投射波と反射波との合成により、末梢動脈の方が高くな
るため、脈圧は大きくなるという現象が起こる。それ
故、末梢脈波の波形ほど中心脈波よりも凹凸が大きく波
形判別がし易いという利点がある。それでも原波形は基
線が安定せず変曲点の認識が困難な場合がある。そこで
末梢脈波の原波形を2回微分して得られる二次微分波
(これを「加速度脈波」と称す。)が、より評価に適し
た波形として研究や臨床で利用されている。現在、多く
使われている脈波計は光電式指先容積脈波計である。こ
の脈波計の原理は、指先にヘモグロビンに吸光特異性の
ある波長の光を当てて、吸収光、または反射光から血管
内の血流の容積変化を求め、波形を得る方法に基づいて
いる。容積脈波と圧脈波は反映しているものは異なる
が、波形のもつ意味は同等である。
2. Description of the Prior Art Pulse pressure is the difference between systolic and diastolic blood pressure, which is a function of stroke volume and arterial compliance. The pulse pressure waveform changes from the aorta to the peripheral arteries. It is considered that this is because the projected wave and the reflected wave are combined at various sites to cause resonance, and the degree of transformation can be regarded as the sum of the effects of the properties or characteristics of the blood vessel. Comparing the intra-arterial pressures in the aorta and the peripheral arteries, the mean arterial pressure in the peripheral arteries is lower than that in the aorta and the diastolic blood pressure in the peripheral arteries is lower than that in the aorta. However, systolic blood pressure
Due to the combination of the projected wave and the reflected wave, the peripheral artery becomes higher, so that the pulse pressure increases. Therefore, there is an advantage that the waveform of the peripheral pulse wave has larger irregularities than the central pulse wave and the waveform can be easily discriminated. Even so, the baseline of the original waveform may not be stable and it may be difficult to recognize the inflection point. Therefore, a secondary differential wave (referred to as “acceleration pulse wave”) obtained by differentiating the original waveform of the peripheral pulse wave twice is used in research and clinical practice as a waveform more suitable for evaluation. Currently, the most widely used sphygmograph is the photoelectric fingertip sphygmograph. The principle of this sphygmograph is based on the method of irradiating the fingertip with light having a wavelength having an absorption specificity to hemoglobin, obtaining the volume change of blood flow in the blood vessel from the absorbed light or the reflected light, and obtaining the waveform. . Although the volume pulse wave and the pressure pulse wave reflect differently, the waveforms have the same meaning.

【0003】末梢脈波である加速度脈波が生体のどのよ
うな生理活動などを表現しているのかについては、これ
までも種々の研究があったが、必ずしも明確な結果は得
られていない。これは、生体の脈波が不安定であること
から、個々の波形の成分波と実際の生理活動や血管特性
との対応を厳密に規定することが困難だからであるが、
加速度脈波の波形は動脈系の器質的または機能的な弾性
率(stiffness)を表すという仮説が多くの研究者から出
され、種々の研究がなされてきた。このため、直感的、
視覚的に認識された波形パターンを客観評価する方法が
確立されれば、この仮説を証明することができ、臨床応
用もし易い。
Although various studies have been conducted so far on what physiological activity of the living body is expressed by the acceleration pulse wave which is a peripheral pulse wave, a clear result has not always been obtained. This is because, since the pulse wave of the living body is unstable, it is difficult to precisely define the correspondence between the component waves of the individual waveforms and the actual physiological activity and blood vessel characteristics.
Many researchers have hypothesized that the waveform of the acceleration pulse wave represents the organic or functional stiffness of the arterial system, and various studies have been conducted. So intuitive,
If a method for objectively evaluating a visually recognized waveform pattern is established, this hypothesis can be proved and clinical application is easy.

【0004】加速度脈波は心臓の収縮期の波形であり、
図1に示すように、a、b、c、d、e波の5つの成分
波をもつが、これらの成分波は生体の条件により、ま
た、加齢に応じて一定の変化をしてゆく。頂点aを有す
る成分波は原波形の立ち上がり部分の波形に相当し、頂
点eを有する成分波は原波形の収縮終期のノッチ部分に
相当する。頂点aから頂点eまでのa−e間隔は左室収
縮時間に対応する。それゆえ、期外収縮時や頻脈時には
a−e間隔は短縮し、成分波も変形する。波形の基線よ
り上を正、下を負の象限としたとき、a波は基線より常
に上に位置する陽性波であり、b波は基線より常に下に
位置する陰性波であり、c波、d波、e波は生体の条件
により陽性または陰性に変化する成分波である。そこ
で、波形評価のパラメーターとして、基線をx軸とし
て、基線から各成分波の頂点までの距離をy座標として
とらえ、a波の基線から頂点までの距離を分母にして、
b波、c波、d波、e波の基線から頂点までの距離を分
子としたb/a、c/a、d/a、e/aを用い、加速度脈
波が生体の何を具体的に表現しているかを解明しようと
している研究が多く行われている。
The acceleration pulse wave is a waveform of the systole of the heart,
As shown in FIG. 1, there are five component waves of a, b, c, d, and e waves, and these component waves change constantly depending on the condition of the living body and with aging. . The component wave having the apex a corresponds to the rising waveform of the original waveform, and the component wave having the apex corresponds to the notch portion of the original waveform at the end of contraction. The ae interval from apex a to apex corresponds to the left ventricular contraction time. Therefore, at the time of extrasystole or tachycardia, the ae interval is shortened and the component wave is also deformed. When the quadrant above the baseline of the waveform is positive and the quadrant below is the negative quadrant, the a wave is a positive wave that is always located above the baseline, the b wave is a negative wave that is always located below the baseline, and the c wave is The d wave and the e wave are component waves that change to positive or negative depending on the condition of the living body. Therefore, as a parameter for waveform evaluation, the baseline is taken as the x-axis, the distance from the baseline to the vertex of each component wave is taken as the y coordinate, and the distance from the baseline of the a wave is taken as the denominator,
Using b / a, c / a, d / a, and e / a with the distance from the baseline of the b-wave, c-wave, d-wave, and e-wave to the apex as the numerator There are many studies that are trying to clarify what is expressed in.

【0005】[0005]

【発明が解決しようとする課題】本発明者は、先に、加
速度脈波(APG)の波形を4つの型に分類し、1型を標
準波形(standard pattern)、2型をd波形の深いもの(d
eeper-d pattern)、3型をc波形の深いもの(deeper-c
pattern)(この場合、d波形も深い)、4型をb波形の
浅いもの(shallow-b pattern)(この場合、d波形は深
い)と名付け、波形の年齢的な特徴を明らかにした。そ
の結果、若年波形の1型を基準波形とすると、加齢とと
もに徐々にその形を変え、40歳代ではd波の深い2型
の波形が多くなり、さらに加齢して60歳以上になれば
b波が浅くかつd波が深い4型となることを明確にし
た。さらに、波形に影響を与える生理的要因の検討にお
いて、4型は特に大動脈硬化の進行度と関連する波形型
であることや、d波と共にc波も深くなる3型は40歳
以上の世代では4型と同じ割合でみられる波形型で、特
に心拍数と関連するということを示した。また、波形変
化が動脈の機能特性の変化と関連することも示した。そ
こで、本発明者は、先行研究において、波形評価法とし
て、この4波形型に基づいて、身長を補正した相対血管
年齢による簡易式を提案した。そして、相対血管年齢を
用いた分析によって、喫煙、低肺活量、高拡張期血圧、
高コレステロール血症が老化血管のリスクとなることを
示した。しかし、相対血管年齢式は60才以上の対象者
には不合理な数字を示し易く、臨床に応用するには不十
分な指標であるという問題があった。
The inventor of the present invention first classifies the waveform of the acceleration pulse wave (APG) into four types, type 1 is a standard waveform (standard pattern) and type 2 is a deep d waveform. Thing (d
eeper-d pattern) Type 3 c deep waveform (deeper-c pattern)
pattern) (in this case, the d waveform is also deep), type 4 was named a shallow-b pattern (in this case, the d waveform is deep), and the age characteristics of the waveform were clarified. As a result, if type 1 of the youth waveform was used as the reference waveform, its shape gradually changed with aging, and in the 40s, the type 2 waveform with deep d-waves increased, and as a result of aging, it became more than 60 years old. For example, it was clarified that the b-wave is shallow and the d-wave is deep. Furthermore, in the examination of the physiological factors that influence the waveform, type 4 is a waveform type that is particularly associated with the progression of aortic hardening, and type 3 in which the c wave deepens with the d wave in the 40 years and older generations. It was shown to be corrugated at the same rate as that of type 4, and was particularly associated with heart rate. It was also shown that waveform changes were associated with changes in functional characteristics of arteries. Therefore, in the previous research, the present inventor has proposed, as a waveform evaluation method, a simple formula based on the relative blood vessel age in which the height is corrected based on these four waveform types. And by analysis using relative vascular age, smoking, low vital capacity, high diastolic blood pressure,
It has been shown that hypercholesterolemia is a risk for aging blood vessels. However, there is a problem that the relative vascular age formula is apt to show an irrational number to the subjects over 60 years old and is an insufficient index for clinical application.

【0006】従来技術によれば、加速度脈波が血管の老
化度を表し得ることは明らかである。つまり、器質的・
機能的な動脈系のコンプライアンスの変化によって波形
が変化するので、この波形を合理的に評価できれば、波
形による血管の老化度診断または動脈硬化度診断が可能
である。しかし、加速度脈波の標準波形は、器械の種
類、すなわち、光源、フィルター、波形よみとり方式、
信号処理などの条件の違いによって微妙に異なる。ま
た、加齢によって変化してゆくので、生理的変化と病的
変化の判別も難しい。その上、波形に男女差もみられ
る。このように器械、測定環境、年齢などによって異な
る波形を評価するには、どのような条件にも適応できる
ような共通の波形評価法を確立しなければならない。す
なわち、測定環境が同一であれば、どの器械にも、どの
年齢層にも共通して使用できる共通の基準を作成し、そ
れに基づいて評価することが必要である。
According to the prior art, it is clear that the acceleration pulse wave can represent the degree of aging of blood vessels. In other words, organic
Since the waveform changes due to a change in the compliance of the functional arterial system, if the waveform can be reasonably evaluated, it is possible to diagnose the degree of aging of the blood vessel or the degree of arteriosclerosis based on the waveform. However, the standard waveform of the acceleration pulse wave is the type of instrument, that is, the light source, the filter, the waveform reading method,
Subtly different depending on the conditions such as signal processing. In addition, it is difficult to discriminate between physiological changes and pathological changes because they change with age. In addition, there are gender differences in the waveform. In order to evaluate different waveforms depending on the instrument, measurement environment, age, etc., it is necessary to establish a common waveform evaluation method that can be applied to any condition. That is, if the measurement environment is the same, it is necessary to create a common standard that can be commonly used by any device and any age group, and evaluate based on that standard.

【0007】 本発明の課題は、上記のような従来技
術の問題点を解決することにあり、臨床応用するのに十
分な指標となり、かつ、どの機械にも、どの年齢層にも
共通な基準となりうるパラメーターに基づいて血管老化
を評価する装置を提供することにある。
An object of the present invention is to solve the above-mentioned problems of the prior art, which is a sufficient index for clinical application, and is a standard common to all machines and all age groups. An object is to provide a device for evaluating vascular aging based on possible parameters.

【0008】[0008]

【課題を解決するための手段】本発明者は、加速度脈波
の波形評価の共通基準を見出すべく鋭意努力を重ねた結
果、年齢に対して強い相関を有する新しい波形パラメー
ターを見出して、この新波形パラメーター値のデータベ
ースを作成し、次いで、得られた新波形パラメーターを
使って共通スコアを算出する方法を工夫した。その結
果、2種類の血管老化スコアを動脈系の器質的・機能的
弾力性もしくは硬化性の指標として利用することに成功
し、本発明を完成するに至った。
The present inventor has made diligent efforts to find a common standard for waveform evaluation of acceleration pulse waves, and as a result, found a new waveform parameter having a strong correlation with age, and found the new waveform parameter. A method of creating a database of waveform parameter values and then calculating a common score using the obtained new waveform parameters was devised. As a result, two types of vascular aging scores have been successfully used as an index of organic / functional elasticity or sclerosis of the arterial system, and the present invention has been completed.

【0009】 本発明の血管老化の評価装置は、加速
度脈波から得られる血管老化スコアであって、(d/
a)−(b/a)(この式において、aは加速度脈波の
成分のうち原波形の立ち上がり部分の波形の基線から頂
点までの距離を表し、bは加速度脈波の成分のうち原波
形の立ち上がり部分の波形から数えて第2番目の波形の
基線から頂点までの距離を表し、dは加速度脈波の成分
のうち原波形の立ち上がり部分の波形から数えて第4番
目の波形の基線から頂点までの距離を表す。)の波形指
数Iの平均値および標準偏差から導き出される血管老化
スコア1と、(c/a)−(b/a)(この式におい
て、a及びbは前記の通りであり、cは加速度脈波の成
分のうち原波形の立ち上がり部分の波形から数えて第3
番目の波形の基線から頂点までの距離を表す。)の波形
指数IIの平均値及び標準偏差から導き出される血管老化
スコア2とを用いて血管の老化を評価する装置である
この血管老化スコア1および2は、それぞれ、波形指数
I及びIIの男女別5才階層別の平均値と標準偏差とから
導きだされるものであり、年齢や機器の種類に左右され
ない共通スコアであるので、血管老化の指標として健康
管理や疾病管理に役立つ。
The vascular aging evaluation apparatus of the present invention is a vascular aging score obtained from an acceleration pulse wave, and is (d /
a)-(b / a) (In this formula, a represents the distance from the baseline of the waveform of the rising portion of the original waveform to the apex of the acceleration pulse wave component, and b is the original waveform of the acceleration pulse wave component. Represents the distance from the baseline of the 2nd waveform to the apex when counted from the waveform of the rising part of d, and d is from the baseline of the 4th waveform counted from the waveform of the rising part of the original waveform of the acceleration pulse wave component The vascular aging score of 1 derived from the average value and standard deviation of the waveform index I of (representing the distance to the apex), and (c / a)-(b / a) (where a and b are as described above). And c is the third from the waveform of the rising portion of the original waveform in the acceleration pulse wave component.
Represents the distance from the baseline of the th waveform to the apex. 2) is a device for evaluating the aging of blood vessels by using the average value and standard deviation of the waveform index II of 2) and the blood vessel aging score 2.
The vascular aging scores 1 and 2 are derived from the average value and the standard deviation of the waveform indexes I and II for each sex of 5 years, and are common scores that are not affected by age or type of device. Therefore, it is useful for health management and disease management as an index of vascular aging.

【0010】本発明によれば、前記血管老化スコア1お
よび2が、それぞれ、60以上の場合に血管が老化して
いると評価することできる。
According to the present invention, when the vascular aging scores 1 and 2 are 60 or more, it can be evaluated that the blood vessels are aging.

【0011】[0011]

【発明の実施の形態】以下、本発明の実施の形態を説明
する。
BEST MODE FOR CARRYING OUT THE INVENTION Embodiments of the present invention will be described below.

【0012】本発明では、以下詳細に述べるように、波
形評価の指標として、(d/a)−(b/a)(波形指数I)
と(c/a)−(b/a)(波形指数II)とを利用することに
より所期の目的が達成できたものである。加速度脈波の
成分b波や成分d波は動脈の伸展性や末梢血管抵抗の変
化によって、そのピークの位置が変動するため、パラメ
ーターb/aやd/aが動脈系のコンプライアンスを表現
しうると理解されている。しかし、成分c波については
未だ一定の結論は得られていない。本発明でも男性につ
いては一定の傾向がみられていない。男女によって成分
c波への年齢の関わりは異なり、心拍数の影響も受けや
すいといわれる。従って、これまでのAPG指数[(−b
+c+d)/a]のように、異なる三つのパラメータをま
とめた場合、成分b波や成分d波の変動性を成分c波の
変動がマスクする可能性も考えられる。そこで、本発明
では、(d/a)−(b/a)(波形指数I)と(c/a)−(b
/a)(波形指数II)のような二つの波形指数を併用して
いる。
In the present invention, as described in detail below, (d / a)-(b / a) (waveform index I) is used as an index for waveform evaluation.
By using (c / a)-(b / a) (waveform index II), the intended purpose was achieved. The position of the peak of the component b wave and the component d wave of the acceleration pulse wave varies depending on the extensibility of the artery and the change in peripheral vascular resistance, so the parameters b / a and d / a can represent the compliance of the arterial system. Is understood. However, a certain conclusion has not yet been obtained for the component c wave. The present invention does not show a certain tendency for men. It is said that the influence of age on the component c-wave differs depending on the gender, and that it is easily affected by the heart rate. Therefore, the APG index [(-b
+ C + d) / a], when three different parameters are put together, the fluctuation of the component c wave may mask the variability of the component b wave and the component d wave. Therefore, in the present invention, (d / a)-(b / a) (waveform index I) and (c / a)-(b
/ a) (waveform index II).

【0013】以下の実施例で示すように、二つの波形指
数は両者ともに年齢と非常によい関連性を示す。しか
し、本発明で提示した波形指数IおよびIIも従来のAP
G指数と同様に波形のパターンの定量評価であるから、
動脈の生理的加齢変化と病的な変化の両方を包合するも
のとなり、これらの数値からだけでは、動脈の変化が生
理的に大多数の変化の中に収まっているのか、逸脱して
いるのかを判断することが困難である。加速度脈波の測
定によって得られた波形が、ある年齢集団の中で、どの
ようなランクに位置するのかを表現することによって、
その逸脱度が判断できれば、簡便に動脈の器質的・機能
的評価ができる可能性が生まれる。
As shown in the examples below, both waveform indices show a very good correlation with age. However, the waveform indices I and II presented in the present invention are also the same as the conventional AP.
Since it is a quantitative evaluation of the waveform pattern like the G index,
Both arterial physiologic aging changes and pathological changes are included, and it is not clear from these figures whether arterial changes are physiologically included in the majority of changes. It is difficult to determine if you are present. By expressing what kind of rank the waveform obtained by measuring the acceleration pulse wave is located in a certain age group,
If the degree of deviation can be determined, there is a possibility that the organic and functional evaluation of arteries can be easily performed.

【0014】そこで、本発明では、以下述べるように、
集団での位置を知る最も古典的な方法である偏差値方式
を採用して、所期の血管老化スコアを導き出す。つま
り、20−84才の広範な年齢集団である基準集団を設
定し、集団の波形測定で計算された波形指数IおよびII
の男女別、年齢5才階層別の平均値と標準偏差から、個
人の偏差値を求めた。波形指数Iの偏差値を血管老化ス
コア1として、波形指数IIの偏差値を血管老化スコア2
としたものである。両スコアとも、年齢とは関係のない
男女共通の指標であって、両スコアがそれぞれ以下の実
施例1記載の式で算出される数値で60以上であると血
管の老化が進んでいると評価され得る。
Therefore, in the present invention, as described below,
The deviation value method, which is the most classical method of knowing the position in the population, is adopted to derive the desired vascular aging score. That is, a reference group, which is a wide age group of 20-84 years old, is set, and the waveform indices I and II calculated by the waveform measurement of the group are set.
The individual deviation value was calculated from the average value and the standard deviation for each sex and age group of 5 years. The deviation value of the waveform index I is used as the blood vessel aging score 1, and the deviation value of the waveform index II is used as the blood vessel aging score 2.
It is what Both scores are indexes that are unrelated to age and are common to both sexes. If both scores are 60 or more in the numerical value calculated by the formula described in Example 1 below, it is evaluated that the aging of blood vessels is progressing. Can be done.

【0015】現在、加速度脈波計には反射式と透過式と
の二種類があり、さらに光源波長、フィルターの種類、
微分形式などの違いにより、各製品の波形は微妙に異な
っている。本発明では、以下の実施例において反射式可
視光の脈波計を用いているが、この方式を採用すれぱデ
ータベースの作成により共通のスコアができるために、
今後の研究の発展や健康管理にも有用であると考えられ
る。
At present, there are two types of acceleration sphygmographs, a reflection type and a transmission type.
The waveform of each product is slightly different due to the difference in the differential format. In the present invention, the pulse wave meter of the reflection type visible light is used in the following examples, but since a common score can be made by creating a database that employs this method,
It is considered to be useful for future research development and health management.

【0016】[0016]

【実施例】以下、本発明の実施例を図面を参照して説明
する。 (実施例1)
Embodiments of the present invention will be described below with reference to the drawings. (Example 1)

【0017】本実施例では、以下述べる加速度脈波計を
用い、所定の数の男性、女性について加速度脈波を測定
し、この値に基づいて血管老化スコア1および2を算出
し、血管の老化を評価した。
In this embodiment, an acceleration plethysmometer described below is used to measure acceleration plethysmograms for a predetermined number of males and females, and vascular aging scores 1 and 2 are calculated based on these values to calculate vascular aging. Was evaluated.

【0018】加速度脈波計:Acceleration plethysmometer:

【0019】使用した加速度脈波計の光源は青色可視光
で、その反射光の波形信号をとらえて、脈波を測定し
た。フィルターはアナログとデジタルの両方を使用した
(サンプリング時間:126Hz=約8msec)。得ら
れた脈波デジタル原波形はソフトウエアー内微分回路で
2回微分した。なお、通信不良による測定誤差(誤差
率)は、1%以内に設計したが、実際の測定では3%以
内となっていた。得られた波形に基づいた波形パラメー
タのb/aの個人の日内変動は10%以内であった。
The light source of the acceleration sphygmograph used was blue visible light, and the pulse wave was measured by capturing the waveform signal of the reflected light. The filter used both analog and digital
(Sampling time: 126 Hz = about 8 msec). The obtained pulse wave digital original waveform was differentiated twice by a software differentiating circuit. Although the measurement error (error rate) due to communication failure was designed to be within 1%, the actual measurement was within 3%. The diurnal variation of b / a of the waveform parameter based on the obtained waveform within an individual was within 10%.

【0020】測定対象:Measurement target:

【0021】男性1055人、女性729人の計178
4人(20才〜84才)を測定対象として、安静時座
位、心臓の高さで、右手第2−3指にて加速度脈波を2
0秒間測定記録した。
A total of 178 men, 1055 men and 729 women
4 persons (aged 20 to 84) were measured at rest sitting position, heart height, and the acceleration pulse wave was measured with the 2-3 fingers of the right hand.
The measurement was recorded for 0 seconds.

【0022】評価法の策定: (1)測定対象1784人の記述統計を表1に示す。Formulation of evaluation method: (1) Table 1 shows descriptive statistics of 1784 measurement subjects.

【0023】[0023]

【表1】 [Table 1]

【0024】(2)波形パラメータのb/a、c/a、d
/a、およびe/aの年齢回帰線を、男性および女性につ
いて示し、年齢との関係を検討した(図2(A)および
(B))。 (3)(d/a)−(b/a)(波形指数I)および(c/a)
−(b/a)(波形指数II)について、それぞれの年齢層
別(5才毎)の平均値と標準偏差値(SD)を算出し
(表2)、年齢層別に平均値の折れ線グラフを男女別に
示した(波形指数Iを図3に示し、波形指数IIを図4に
示す)。また、a−e間隔の男女年齢層別(5才毎)の
平均値の折れ線グラフを図5に示す。
(2) Waveform parameters b / a, c / a, d
The age regression lines of / a and e / a are shown for men and women, and the relationship with age was examined (Fig. 2 (A) and
(B)). (3) (d / a)-(b / a) (waveform index I) and (c / a)
-For (b / a) (waveform index II), calculate the average value and standard deviation value (SD) for each age group (every 5 years old) (Table 2), and make a line graph of the average value for each age group. Shown by gender (waveform index I is shown in FIG. 3 and waveform index II is shown in FIG. 4). In addition, a line graph of the average value of ae intervals for each male and female age group (every 5 years old) is shown in FIG.

【0025】[0025]

【表2】 [Table 2]

【0026】(4)(d/a)−(b/a)(波形指数I)と
(c/a)−(b/a)(波形指数II)の年齢層別(5才毎)
の平均値と標準偏差値から、以下の式に従って、年齢層
毎の偏差値を算出し、血管老化スコア1および血管老化
スコア2とした。なお、X1=d/a−b/a(波形指数
I)の偏差値が血管老化スコア1、また、X2=c/a
−b/a(波形指数II)の偏差値が血管老化スコア2で
ある。
(4) (d / a)-(b / a) (waveform index I)
(c / a)-(b / a) (waveform index II) by age group (every 5 years old)
The deviation value for each age group was calculated from the average value and the standard deviation value of 1 according to the following formula, and the results were set as the blood vessel aging score 1 and the blood vessel aging score 2. The deviation value of X1 = d / a-b / a (waveform index I) is the vascular aging score 1, and X2 = c / a.
The deviation value of −b / a (waveform index II) is the blood vessel aging score 2.

【0027】上式中、X1=(d/a)−(b/a)(波形指
数I)である。
In the above equation, X1 = (d / a)-(b / a) (waveform index I).

【0028】上式中、X2=(d/a)−(b/a)(波形指
数II)である。
In the above equation, X2 = (d / a)-(b / a) (waveform index II).

【0029】血管老化スコアの性質: (1)血管老化スコア1および血管老化スコア2のそれ
ぞれと年齢との関係を検討した。 (2)血管老化スコア1と収縮期血圧(SBP)および拡
張期血圧(DBP)との関係を男女別に散布図で示した
(男性:図6(A)および(B)、女性:図7(A)および
(B))。 (3)血管老化スコア2と収縮期血圧(SBP)および拡
張期血圧(DBP)との関係を男女別に散布図で示した
(男性:図8(A)および(B)、女性:図9(A)および
(B))。
Properties of vascular aging score: (1) The relationship between each of vascular aging score 1 and vascular aging score 2 and age was examined. (2) The relationship between vascular aging score 1 and systolic blood pressure (SBP) and diastolic blood pressure (DBP) is shown in a scatter diagram by gender.
(Male: FIG. 6 (A) and (B), Female: FIG. 7 (A) and
(B)). (3) The relationship between vascular aging score 2 and systolic blood pressure (SBP) and diastolic blood pressure (DBP) is shown in a scatter diagram by gender.
(Male: FIG. 8 (A) and (B), Female: FIG. 9 (A) and
(B)).

【0030】上記した評価法の策定および血管老化スコ
アの性質の項の結果について以下に説明する。 (1)表1に示すように、対象1784人(男性105
5人、女性729人:20才〜84才)において、男性
の平均年齢は47.9才、平均身長は168.4cm、平
均体重は65.2kg、平均体脂肪率は20.2%、平均
血圧は124/77、平均心拍数は62であった。女性
の平均年齢は46.9才、平均身長は155.9cm、平
均体重は53.0kg、平均体脂肪率は26.6%、平均
血圧は122/74、平均心拍数は65であった。 (2)波形パラメーターと年齢の回帰:図2(A)に示す
ように、男性の波形パラメーター:b/a、c/a、d/
a、e/aは、それぞれがすべて年齢と有意に回帰し
た。b/a、c/a、d/a、e/aのそれぞれの年齢回帰
式のRは0.1903、0.0884、0.3039、
0.0209であった。また、図2(B)に示すように、
女性でも、b/a、c/a、d/a、e/aのそれぞれと年
齢はすべて有意に回帰し、b/a、c/a、d/a、c/a
の年齢回帰式のRは0.2559、0.2442、0.
2976、0.0308であった。 (3)5才階層別波形指数IおよびIIの平均直と標準偏
差とを表2に示す。 (4)5才階層別波形指数IおよびIIの平均値の年齢直
線は、図3および4に示すように、(d/a)−(b/a)
(波形指数I)、(c/a)−(b/a)(波形指数II)の平
均値は男女ともに加齢につれて直線的に減少した。ま
た、図5に示すように、a−e間隔は男女ともに、加齢
につれて短縮し、とくに女性では40才代から著しく短
縮した。また、前記した血管老化スコア1および2を算
出する式から得られた数値が60以上であると血管が老
化の範疇に入るものと評価され得る。この数値の点につ
いては、以下に実施例2としてさらに詳細に説明する。 (5)血管老化スコアと年齢とに関しては、血管老化ス
コア1および2は男女ともに年齢に左右されないスコア
であった(両者:R<0.00001、n.s.)。 (6)血管老化スコア1と血圧とに関しては、図6(A)
および(B)ならびに図7(A)および(B)に示すように、
血管老化スコア1は男女ともに収縮期血圧および拡張期
血圧と正の相関を示した(男性:収縮期血圧:R
0.0289、p<0.01、拡張期血圧:R=0.0
306、p<0.01;女性:収縮期血圧:R =0.0
614、p<0.01、拡張期血圧:R=0.068
9、p<0.01)。 (7)血管老化スコア2と血圧とに関しては、図8(A)
および(B)ならびに図9(A)および(B)に示すように、
血管老化スコア2は、男性では収縮期血圧および拡張期
血圧と正の相関を示した(男性:収縮期血圧:R
0.0190、p<0.01、拡張期血圧:R=0.0
181、p<0.01)。女性では、収縮期血圧のみと
正の相関を示した(女性:収縮期血圧:R=0.00
79、p<0.05、拡張期血圧:R=0.0058、
n.s.)。
Formulation of the above-mentioned evaluation method and vascular aging score
The result of the term of the property of a is explained below. (1) As shown in Table 1, 1784 subjects (105 males)
5 people, 729 women: 20-84 years old, male
Average age is 47.9 years old, average height is 168.4 cm, flat
Average weight is 65.2 kg, average body fat percentage is 20.2%, average
Blood pressure was 124/77 and average heart rate was 62. Woman
Has an average age of 46.9, an average height of 155.9 cm, and a flat
Average weight is 53.0kg, average body fat percentage is 26.6%, average
Blood pressure was 122/74 and average heart rate was 65. (2) Regression of waveform parameters and age: shown in Fig. 2 (A)
, Male waveform parameters: b / a, c / a, d /
a and e / a are all significantly regressed with age.
It was Age regression of b / a, c / a, d / a, e / a
R in the formulaTwoIs 0.1903, 0.0884, 0.3039,
It was 0.0209. In addition, as shown in FIG.
Even women, each year of b / a, c / a, d / a, e / a
All ages returned significantly, b / a, c / a, d / a, c / a
R of the age regression equationTwoIs 0.2559, 0.2442, 0.
2976 and 0.0308. (3) Average straightness and standard deviation of waveform index I and II by age group
The difference is shown in Table 2. (4) Age at the mean value of waveform index I and II for each age group
The line is (d / a)-(b / a) as shown in FIGS.
(Waveform index I), (c / a)-(b / a) (waveform index II)
The mean value decreased linearly with age for both men and women. Well
In addition, as shown in FIG.
It shortens as time goes by, especially for women from the 40s onwards
Contracted. In addition, the above-mentioned vascular aging scores 1 and 2 are calculated.
If the numerical value obtained from the formula given is 60 or more, the blood vessels become old.
It can be evaluated that it falls into the category of commodification. To this numerical point
The second embodiment will be described in more detail below. (5) Regarding the blood vessel aging score and age,
Cores 1 and 2 are age-independent scores for both men and women
(Both: RTwo<0.0001, n.s.). (6) Regarding vascular aging score 1 and blood pressure, see FIG.
And (B) and FIGS. 7 (A) and (B),
Vascular aging score 1 for men and women is systolic blood pressure and diastole
Positive correlation with blood pressure (male: systolic blood pressure: RTwo=
0.0289, p <0.01, diastolic blood pressure: RTwo= 0.0
306, p <0.01; female: systolic blood pressure: R Two= 0.0
614, p <0.01, diastolic blood pressure: RTwo= 0.068
9, p <0.01). (7) Regarding vascular aging score 2 and blood pressure, FIG. 8 (A)
And (B) and FIGS. 9 (A) and (B),
Vascular aging score of 2 indicates systolic blood pressure and diastole in men
Positive correlation with blood pressure (male: systolic blood pressure: RTwo=
0.0190, p <0.01, diastolic blood pressure: RTwo= 0.0
181, p <0.01). In women, only systolic blood pressure
Positive correlation was shown (female: systolic blood pressure: RTwo= 0.00
79, p <0.05, diastolic blood pressure: RTwo= 0.0058,
n.s.).

【0031】上記実施例1で明らかにしたように、加速
度脈波の波形変容は、動脈の加齢変化につれて、徐々
に、成分b波が浅くなり、かつ成分d波が深くなるとい
う形で生じる。このため、ある年齢になると、つまり男
性では65才を過ぎた頃から、また女性では55才を過
ぎた頃から、b波とd波とのピークの位置の逆転、すな
わち、成分d波が成分b波よりも深くなる現象さえ生じ
る。そこで、b/aとd/aは加齢現象のよい指標となる
ものであることが分かる。一方、成分c波の加齢変容を
観察すると、その頂点は若年では基線よりも上に位置す
るが、30歳を過ぎると基線よりも下に位置するように
なり、加齢と共に深い位置になることが分かる。ただ
し、c/aが年齢とよい関連を示すのは女性だけであ
る。成分e波は加齢とともに浅くなり基線に近づく傾向
であるが、e/aと年齢との関係はあまり明白ではな
い。
As has been clarified in the first embodiment, the waveform change of the acceleration pulse wave occurs in such a manner that the component b wave becomes shallower and the component d wave becomes deeper as the artery ages. . Therefore, at a certain age, that is, after the age of 65 for men and after the age of 55 for women, the reversal of the peak positions of the b-wave and the d-wave, that is, the component d-wave Even the phenomenon of becoming deeper than the b-wave occurs. Therefore, it is understood that b / a and d / a are good indicators of the aging phenomenon. On the other hand, when observing the aging change of the component c wave, its apex is located above the baseline in the youth, but after the age of 30, it is located below the baseline and becomes deeper with aging. I understand. However, only women have a good association of c / a with age. The component e-wave tends to become shallower and closer to the baseline with aging, but the relationship between e / a and age is not so clear.

【0032】男女の波形を比べてみると、成分d波の位
置にあまり差はみられないが、成分b波のピークは女性
の方が基線から浅い傾向にあり、成分c波のピークは逆
に男性の方が浅い傾向にある。また成分e波は常に女性
の方が浅く、基線近くに位置する。このように男女の波
形の特徴は異なり、同年齢であっても女性の方が見かけ
上b波が浅くc波が深い、いわゆる前記した3型や4型
に分類される老化波形をとり易い。男女の波形の相違が
どこに起因するものであるかは明確ではないが、左室収
縮時間の変動や心拍数の差が波形に影響を与えている可
能性が考えられる。加速度脈波のa波からe波までの時
間であるa−e時間は心臓左室収縮期時間に相当する。
これが長いほど成分b波が浅く成分d波が深くなる傾向
がある。一方で、図5に示したように、a−e時間は年
齢によって変化する。つまり、a−e時間は40歳頃ま
では女性の方が男性よりも長いが、その後は急激に短縮
し男性よりも短くなる。更年期以後の頻拍傾向のためと
考えられるが、頻拍では成分c波が深くなる傾向があ
る。もちろん、上肢の長さといった体格上の特徴が、反
射波の合成を通じて波形に影響を与えている可能性も否
定できない。身長の低いものほど老化波形をとりやすい
という報告もしばしばみられるからである。以上述べて
きたように、加速度脈波の波形は男女に共通した加齢変
化がみられると同時に、男女の差が明らかである。その
ため波形の評価は男女別に行わなければならない。(実
施例2)
Comparing the waveforms of men and women, there is not much difference in the position of the component d wave, but the peak of the component b wave tends to be shallower from the baseline in the female, and the peak of the component c wave is opposite. Especially men tend to be shallower. Also, the component e-wave is always shallower for women and is located near the baseline. As described above, the characteristics of the waveforms of men and women are different, and even at the same age, it is easier for women to take an aging waveform classified into the so-called type 3 or type 4 described above, in which the b wave is apparently shallow and the c wave is deep. Although it is not clear where the difference in the waveform of the male and female is caused, it is possible that the fluctuation of the left ventricular contraction time and the difference of the heart rate may influence the waveform. The ae time, which is the time from the a wave to the e wave of the acceleration pulse wave, corresponds to the systolic time of the left ventricle of the heart.
The longer this is, the shallower the component b wave and the deeper the component d wave. On the other hand, as shown in FIG. 5, ae time changes with age. In other words, the ae time is longer in women than in men until around 40 years old, but then sharply shortens and becomes shorter than men. It is considered that this is because of the tendency of tachycardia after menopause, but the component c wave tends to be deeper in tachycardia. Of course, it cannot be denied that physical characteristics such as the length of the upper limb may affect the waveform through the synthesis of reflected waves. This is because it is often reported that the shorter the height, the easier it is for the aging waveform to occur. As described above, the waveform of the acceleration pulse wave shows age-related changes common to both men and women, and at the same time, the difference between men and women is clear. Therefore, the waveforms must be evaluated by gender. (Example 2)

【0033】以下説明するように、表1に示した対象に
対して、血管老化スコア1、2と眼底動脈硬化所見、高
血圧との関係をそれぞれ男女別にχ二乗検定で比較し
た。その結果を以下の表3および4に示す。ただし、S
BPが140以下でDBPが90以下を正常血圧とし、
それ以外を「高血圧」とする。
As described below, the relationships between vascular aging scores 1 and 2 and fundus arteriosclerosis findings and hypertension were compared for the subjects shown in Table 1 by χ square test for each gender. The results are shown in Tables 3 and 4 below. However, S
Normal blood pressure when BP is 140 or less and DBP is 90 or less,
Others are called "hypertension."

【0034】[0034]

【表3】 [Table 3]

【0035】[0035]

【表4】 [Table 4]

【0036】血管老化スコア1と他の指標との関連性に
ついて示す表3から、以下のことが分かる。
The following can be seen from Table 3 showing the relationship between the vascular aging score 1 and other indexes.

【0037】60才未満の男性では、 (1)眼底動脈硬化陽性の発現率は、スコアが60未満
の群では30.9%であったが、スコア60以上群では
56.7%であった。また、オッズ比は2.927
(1.918−4.466)で有意であった。ここで、オ
ッズ比とは、眼底動脈の動脈硬化の発現し易さの目安で
あり、オッズ比2.927とは、スコア60以上だと、
スコア60未満の場合に対してほぼ2.9倍も眼底動脈
の動脈硬化が発現し易いということを意味する。 (2)高血圧発現率は、スコアが60未満群では16.
4%であったが、スコア60以上群では32.7%であ
った。オッズ比は2.484(1.568−3.935)
で有意であった。スコア60以上だと、スコア60未満
の場合に対してほぼ2.5倍も高血圧が発現し易い。
In males under the age of 60, (1) the incidence of positive fundus arteriosclerosis was 30.9% in the group with a score of less than 60, but was 56.7% in the group with a score of 60 or more. . The odds ratio is 2.927.
(1.918-4.466) was significant. Here, the odds ratio is a measure of the susceptibility of arteriosclerosis of the fundus artery, and the odds ratio 2.927 is 60 or more.
This means that arteriosclerosis of the fundus artery is likely to occur almost 2.9 times as much as when the score is less than 60. (2) The incidence of hypertension was 16.
It was 4%, but it was 32.7% in the group with a score of 60 or higher. Odds ratio is 2.484 (1.568-3.935)
Was significant. When the score is 60 or more, the hypertension is about 2.5 times more likely to occur than when the score is less than 60.

【0038】60才以上の男性では、(1)眼底動脈硬
化陽性発現率は、スコア60未満群では50.4%であ
ったが、スコア60以上群では69.6%であった。オ
ッズ比は2.247(0.861−5.864)であり
有意であった。スコア60以上群の方がほぼ2.2倍も
眼底動脈硬化が発現し易い。
In the males aged 60 or over, (1) the positive expression rate of the fundus arteriosclerosis was 50.4% in the score less than 60 group and 69.6% in the score 60 or more group. The odds ratio was 2.247 (0.861-5.864), which was significant. In the group having a score of 60 or more, the fundus arteriosclerosis was more likely to occur about 2.2 times.

【0039】60才未満の女性では、 (1)眼底動脈硬化陽性発現率は、スコア60未満群で
は15.7%であったが、スコア60以上群では37.
7%であった。オッズ比は3.248(1.916−
5.507)で有意であった。スコア60以上群の方が
ほぼ3.3倍も眼底動脈硬化が発現し易い。 (2)高血圧出現率は、スコア60未満群では9.0%
であったが、スコア60以上群では26.3%であっ
た。オッズ比は3.620(2.002−6.546)
で有意であった。スコア60以上群の方がほぼ3.6倍
も高血圧が発現し易い。
In women under the age of 60, (1) the positive expression rate of fundus arteriosclerosis was 15.7% in the group with a score of less than 60, but 37.
It was 7%. The odds ratio is 3.248 (1.916-
5.507) was significant. The group with a score of 60 or higher is more likely to develop fundus arteriosclerosis about 3.3 times. (2) Hypertension appearance rate is 9.0% in the group with score less than 60
However, it was 26.3% in the group with a score of 60 or higher. Odds ratio is 3.620 (2.002-6.546)
Was significant. The group with a score of 60 or more is almost 3.6 times more likely to develop hypertension.

【0040】60才以上の女性では、(1)高血圧の出
現率は、スコア60未満群では28.0%であったが、
スコア60以上群では60%であった。オッズ比は3.
848(1.231−12.029)で有意であった。
スコア60以上群の方がほぼ3.8倍も高血圧が発現し
易い。
In women aged 60 and over, (1) the incidence of hypertension was 28.0% in the group with a score less than 60,
The score was 60% in the group of 60 or higher. The odds ratio is 3.
It was significant at 848 (1.231-12.029).
The group with a score of 60 or more is more likely to develop hypertension about 3.8 times.

【0041】また、血管老化スコア2と他の指標との関
連性について示す表4から、以下のことが分かる。
The following can be seen from Table 4 showing the relationship between the vascular aging score 2 and other indices.

【0042】60才未満男性では、 (1)眼底動脈硬化陽性発現率は、スコア60未満群で
は32.1%であったが、スコア60以上群では48.
2%であった。オッズ比は1.968(1.310−
2.954)であった。スコア60以上群の方がほぼ
2.0倍も眼底動脈硬化が発現し易い。 (2)高血圧の出現率は、スコア60未満群では17.
3%であったが、スコア60以上群の出現率は25.9
%であり、オッズ比は1.664(1.040−2.6
63)であった。スコア60以上群の方がほぼ1.7倍
も高血圧が発現し易い。
In the men under 60 years old, (1) the positive expression rate of fundus arteriosclerosis was 32.1% in the group less than score 60, but 48.
It was 2%. The odds ratio is 1.968 (1.310-
2.954). The group with a score of 60 or higher is more likely to develop fundus arteriosclerosis approximately 2.0 times. (2) The incidence of hypertension was 17.
Although it was 3%, the appearance rate of the group with a score of 60 or higher was 25.9.
%, And the odds ratio is 1.664 (1.040-2.6).
63). The group with a score of 60 or higher is almost 1.7 times more likely to develop hypertension.

【0043】上記表3および4の分析結果から明らかな
ように、60才未満の女性では、血管老化スコア1は眼
底所見、血圧のすべてに関連性をもち、スコア60以上
でこれらの所見が異常となるリスクは1.5倍から4倍
近くにもなる。特に、眼底所見、高血圧との関連性は強
く、スコアが60以上の場合には、その40%が眼底動
脈の硬化所見を来し、また、その25%が高血圧になっ
ている可能性がある。60才未満の男性においても、眼
底所見異常や高血圧との関連性は強く、所見異常となる
リスクは2.5−3倍である。
As is clear from the analysis results of Tables 3 and 4 above, in women under the age of 60, vascular aging score 1 was associated with all fundus findings and blood pressure, and those scores of 60 or above were abnormal. The risk of becoming 1.5 times to nearly 4 times. In particular, the fundus and hypertension are strongly associated with each other. If the score is 60 or more, 40% of them may have sclerosis of the fundus artery and 25% of them may have hypertension. . Even in men under the age of 60, there is a strong association with abnormal fundus findings and hypertension, and the risk of abnormal findings is 2.5-3 times.

【0044】ただし、男女ともに60才以上になると、
スコア60以上の持つ意味はやや薄れてくる。わずかに
女性に高血圧との関連がみられ、男性に眼底所見異常と
の関連がみられるのみである。これは、60才以上にな
るとおおかたの人で動脈硬化が進んでいるので差別性が
小さいためと考えられる。たとえば、スコアが60未満
の人の場合、60才未満女性では眼底異常はほぼ16%
に過ざないのに、60才以上になると40%以上に増加
する。男性ではほぼ30%が50%以上に増加する。ま
た、60才未満女性で高血圧は9%であるのに、60才
以上女性では28%に増加する。男性でも、ほぼ16%
がほぼ32%に増加する。
However, when both men and women are over 60 years old,
The meaning of having a score of 60 or higher is a little weakened. Only a few are associated with hypertension in women and with abnormal fundus findings in men. This is probably because most people over the age of 60 have advanced arteriosclerosis, which makes the difference small. For example, if the score is less than 60, the fundus abnormality is almost 16% in women under the age of 60.
If you are 60 years old or older, it will increase to 40% or more. Almost 30% of men increase to over 50%. In addition, high blood pressure is 9% in women under 60 years old, but increases to 28% in women over 60 years old. Even in men, almost 16%
Increase to almost 32%.

【0045】[0045]

【発明の効果】本発明によれば、年齢に対して強い相関
を有する新しい波形パラメーターの値のデータベースを
作成し、得られた新波形パラメーターを使って共通スコ
アを算出して、2種類の血管老化スコア1および2を利
用しているので、血管の老化を有意に評価することがで
きる。すなわち、(d/a)−(b/a)(この式におい
て、aは加速度脈波の成分のうち原波形の立ち上がり部
分の波形の基線から頂点までの距離を表し、bは加速度
脈波の成分のうち原波形の立ち上がり部分の波形から数
えて第2番目の波形の基線から頂点までの距離を表し、
dは加速度脈波の成分のうち原波形の立ち上がり部分の
波形から数えて第4番目の波形の基線から頂点までの距
離を表す。)の波形指数Iの平均値及び標準偏差から導
き出されるた血管老化スコア1と、(c/a)−(b/a)
(この式において、aおよびbは前記の通りであり、c
は加速度脈波の成分のうち原波形の立ち上がり部分の波
形から数えて第3番目の波形の基線から頂点までの距離
を表す。)の波形指数IIの平均値および標準偏差から導
き出される血管老化スコア2とを、動脈系の器質的・機
能的弾力性または硬化性の指標として利用することによ
り、臨床応用するのに充分な指標となり、かつ、どの機
械にも、どの年齢層にも共通な基準となり、それに基づ
いて血管の老化を有意に評価することができる。
According to the present invention, a database of new waveform parameter values having a strong correlation with age is created, a common score is calculated using the obtained new waveform parameters, and two types of blood vessels are calculated. Since aging scores 1 and 2 are used, aging of blood vessels can be significantly evaluated. That is, (d / a)-(b / a) (In this equation, a represents the distance from the baseline of the waveform of the rising part of the original waveform to the apex of the acceleration pulse wave component, and b represents the acceleration pulse wave. The distance from the baseline to the apex of the second waveform, which is counted from the rising waveform of the original waveform of the component,
d represents the distance from the baseline to the apex of the fourth waveform counted from the rising waveform of the original waveform in the acceleration pulse wave component. ), The vascular aging score 1 derived from the average value and the standard deviation of the waveform index I, and (c / a)-(b / a)
(In this formula, a and b are as described above, and c
Represents the distance from the baseline to the apex of the third waveform counted from the waveform of the rising portion of the original waveform of the acceleration pulse wave component. The vascular aging score 2 derived from the average value and standard deviation of the waveform index II of) is used as an index of organic / functional elasticity or sclerosis of the arterial system, which is a sufficient index for clinical application. Also, it becomes a standard common to all machines and all age groups, and aging of blood vessels can be significantly evaluated based on it.

【図面の簡単な説明】[Brief description of drawings]

【図1】 心臓の収縮期の波形であり、a、b、c、
d、e波の5つの成分波をもつ加速度脈波の標準波形
図。
1 is a systolic waveform of the heart, a, b, c,
The standard waveform diagram of the acceleration pulse wave which has five component waves of d and e waves.

【図2】(A)波形パラメータのb/a、c/a、d/a、
およびe/aの男性の年齢回帰線を示すグラフ。 (B)波形パラメータのb/a、c/a、d/a、およびe/
aの女性の年齢回帰線を示すグラフ。
[FIG. 2] (A) Waveform parameter b / a, c / a, d / a,
And the graph which shows the age regression line of the male of e / a. (B) Waveform parameters b / a, c / a, d / a, and e /
The graph which shows the age regression line of the woman of a.

【図3】波形指数Iを年齢層別にプロットした折れ線グ
ラフ。
FIG. 3 is a line graph in which the waveform index I is plotted by age group.

【図4】波形指数IIを年齢層別にプロットした折れ線グ
ラフ。
FIG. 4 is a line graph in which the waveform index II is plotted by age group.

【図5】a−e間隔を男女年齢層別にプロットした折れ
線グラフ。
FIG. 5 is a line graph in which ae intervals are plotted according to male and female age groups.

【図6】(A)男性の血管老化スコア1と収縮期血圧(S
BP)との関係を示す散布図。 (B)男性の血管老化スコア1と拡張期血圧(DBP)との
関係を示す散布図。
FIG. 6 (A) Male vascular aging score 1 and systolic blood pressure (S
Scatter plot showing the relationship with BP). (B) Scatter plot showing the relationship between vascular aging score 1 and diastolic blood pressure (DBP) in men.

【図7】(A)女性の血管老化スコア1と収縮期血圧(S
BP)との関係を示す散布図。 (B)女性の血管老化スコア1と拡張期血圧(DBP)との
関係を示す散布図。
FIG. 7 (A) Female vascular aging score 1 and systolic blood pressure (S
Scatter plot showing the relationship with BP). (B) Scatter plot showing the relationship between vascular aging score 1 and diastolic blood pressure (DBP) in women.

【図8】(A)男性の血管老化スコア2と収縮期血圧(S
BP)との関係を示す散布図。 (B)男性の血管老化スコア2と拡張期血圧(DBP)との
関係を示す散布図。
FIG. 8 (A) Male vascular aging score 2 and systolic blood pressure (S
Scatter plot showing the relationship with BP). (B) Scatter plot showing the relationship between vascular aging score 2 and diastolic blood pressure (DBP) in men.

【図9】(A)女性の血管老化スコア2と収縮期血圧(S
BP)との関係を示す散布図。 (B)女性の血管老化スコア2と拡張期血圧(DBP)との
関係を示す散布図。
FIG. 9 (A) Female vascular aging score 2 and systolic blood pressure (S
Scatter plot showing the relationship with BP). (B) Scatter plot showing the relationship between vascular aging score 2 and diastolic blood pressure (DBP) in women.

───────────────────────────────────────────────────── フロントページの続き (58)調査した分野(Int.Cl.7,DB名) A61B 5/02 - 5/03 JICSTファイル(JOIS)─────────────────────────────────────────────────── ─── Continuation of the front page (58) Fields surveyed (Int.Cl. 7 , DB name) A61B 5/02-5/03 JISST file (JOIS)

Claims (2)

(57)【特許請求の範囲】(57) [Claims] 【請求項1】 加速度脈波から得られる血管老化スコア
であって、 (d/a)−(b/a)(この式において、aは加速度
脈波の成分のうち原波形の立ち上がり部分の波形の基線
から頂点までの距離を表し、bは加速度脈波の成分のう
ち原波形の立ち上がり部分の波形から数えて第2番目の
波形の基線から頂点までの距離を表し、dは加速度脈波
の成分のうち原波形の立ち上がり部分の波形から数えて
第4番目の波形の基線から頂点までの距離を表す。)の
波形指数Iの平均値および標準偏差から導き出される血
管老化スコア1と、 (c/a)−(b/a)(この式において、a及びbは
前記の通りであり、cは加速度脈波の成分のうち原波形
の立ち上がり部分の波形から数えて第3番目の波形の基
線から頂点までの距離を表す。)の波形指数IIの平均値
及び標準偏差から導き出される血管老化スコア2とを用
いて血管の老化を評価することを特徴とする血管老化の
評価装置
1. A vascular aging score obtained from an acceleration pulse wave, wherein (d / a)-(b / a) (wherein a is the waveform of the rising portion of the original waveform in the acceleration pulse wave component). Represents the distance from the baseline to the apex, b represents the distance from the baseline to the apex of the second waveform counted from the rising waveform of the original waveform of the acceleration pulse wave component, and d represents the acceleration pulse wave. The aging score of 1 derived from the average value and standard deviation of the waveform index I of the component representing the distance from the baseline to the apex of the fourth waveform counted from the rising waveform of the original waveform, and (c / A)-(b / a) (where a and b are as described above, and c is the baseline of the third waveform counted from the rising waveform of the original waveform in the acceleration pulse wave component) Represents the distance from the to Evaluation device vascular aging and evaluating the aging vessel using the vascular aging score 2 derived from II mean and standard deviation of.
【請求項2】 前記血管老化スコア1および2が、それ
ぞれ、60以上の場合に血管が老化していると評価する
ことを特徴とする請求項1記載の血管老化の評価装置
2. The blood vessel aging evaluation device according to claim 1, wherein the blood vessel aging scores 1 and 2 are evaluated to be aging blood vessels when they are 60 or more, respectively.
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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9814396B2 (en) 2015-10-20 2017-11-14 Denso Corporation Pulse wave signal processor

Families Citing this family (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2005000119A1 (en) * 2003-06-27 2005-01-06 Soiken Inc. Fatigue degree estimating method, fatigue degree estimating device, and database
WO2005102157A1 (en) * 2004-03-31 2005-11-03 U-Medica Inc. Method for evaluating age of blood vessel
DE102004024335A1 (en) * 2004-05-17 2005-12-15 Pulsion Medical Systems Ag Device for determining the transition between systole and diastole
WO2007132865A1 (en) * 2006-05-16 2007-11-22 Retinal Information Diagnosis Research Institute Inc. Blood vessel senescence detection system
JP4754447B2 (en) * 2006-09-14 2011-08-24 シャープ株式会社 Biological analysis apparatus and program
WO2010134233A1 (en) * 2009-05-18 2010-11-25 株式会社村田製作所 Blood vessel age estimating device and blood vessel age estimating method
JP6218267B2 (en) * 2013-03-26 2017-10-25 株式会社志成データム Vascular viscoelasticity evaluation apparatus, vascular viscoelasticity evaluation method and program
EP3400873A1 (en) 2013-06-28 2018-11-14 Murata Manufacturing Co., Ltd. Biological state estimating apparatus
KR102436726B1 (en) * 2015-06-15 2022-08-26 삼성전자주식회사 Method and apparatus of evaluating physiological aging level
KR102551184B1 (en) * 2016-02-15 2023-07-04 삼성전자주식회사 Method and apparatus for processing biosignal
JP7045084B2 (en) * 2016-03-28 2022-03-31 ジェンドゥ・イノベイションズ・プライベイト・リミテッド Systems and methods for monitoring vascular health
JP7462300B2 (en) 2020-05-08 2024-04-05 公立大学法人北九州市立大学 BLOOD PRESSURE MEASURING DEVICE, BLOOD PRESSURE MEASURING SYSTEM, VEHICLE, AND BLOOD PRESSURE MEASURING METHOD

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
鷲野嘉映,高田晴子,加速度脈波の成分波とa−e間隔の変動,日本臨床生理学会雑誌,日本,2000年 2月 1日,Vol.30,No.1,p27−p34

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9814396B2 (en) 2015-10-20 2017-11-14 Denso Corporation Pulse wave signal processor

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