Feasibility study for the non-invasive blood pressure estimation based on ppg morphology: normotensive subject study

被引:86
作者
Shin, Hangsik [1 ]
Min, Se Dong [2 ]
机构
[1] Chonnam Natl Univ, Dept Biomed Engn, Healthcare Solut Lab, 502,3rd Engn Bldg,50 Daehak Ro, Yeosu, South Korea
[2] Soonchunhyang Univ, Dept Med IT Engn, Coll Med Sci, 22 Soonchunhyang Ro, Asan Si, Chungcheongnam, Peoples R China
关键词
Photoplethysmography (PPG); Derivative photoplethysmography; Systolic blood pressure; Pulse pressure; Vessel wall movement; PULSE TRANSIT-TIME; ARTERIAL STIFFNESS; WAVE REFLECTION; ARRIVAL TIME; PHOTOPLETHYSMOGRAM; IMPEDANCE; MARKER; FORMS;
D O I
10.1186/s12938-016-0302-y
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Background: Blood pressure is a critical bio-signal and its importance has been increased with the aged society and the growth of cardiovascular disease population. However, most of hypertensive patients have been suffered the inconvenience in monitoring blood pressure in daily life because the measurement of the blood pressure depends on the cuff-based technique. Nowadays there are many trials to measure blood pressure without cuff, especially, photoplethysmography (PPG) based research is carried out in various ways. Methods: Our research is designed to hypothesis the relationship between vessel wall movement and pressure-flow relationship of PPG and to validate its appropriateness by experimental methods. PPG waveform is simplified by approximate model, and then it is analyzed as the velocity and the acceleration of blood flow using the derivatives of PPG. Finally, we develop pressure index (PI) as an estimation factor of blood pressure by combining of statistically significant segments of photoplethysmographic waveform. Results: Twenty-five subjects were participated in the experiment. As a result of simulation, correlation coefficients between developed PI and blood pressure were represented with R = 0.818, R = 0.827 and R = 0.615 in systolic blood pressure, pulse pressure and mean arterial pressure, respectively, and both of result showed the meaningful statistically significance (P < 0.05). Conclusions: Current study can estimate only the relative variation of blood pressure but could not find the absolute pressure value. Moreover, proposed index has the limitation of diastolic pressure tracing. However, the result shows that the proposed PI is statistically significantly correlated with blood pressures, and it suggests that the proposed PI as a promising additional parameter for the cuff less blood pressure monitoring.
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页数:14
相关论文
共 43 条
[11]   Photoplethysmographic assessment of pulse wave reflection -: Blunted response to endothelium-dependent beta2-adrenergic vasodilation in type II diabetes mellitus [J].
Chowienczyk, PJ ;
Kelly, RP ;
MacCallum, H ;
Millasseau, SC ;
Andersson, TLG ;
Gosling, RG ;
Ritter, JM ;
Änggård, EE .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 1999, 34 (07) :2007-2014
[12]   Extracting arterial flow waveforms from pulse oximeter waveforms [J].
Cook, LB .
ANAESTHESIA, 2001, 56 (06) :551-555
[13]   CHARACTERISTICS OF DICROTIC NOTCH OF ARTERIAL PULSE-WAVE IN CORONARY HEART-DISEASE [J].
DAWBER, TR ;
THOMAS, HE ;
MCNAMARA, PM .
ANGIOLOGY, 1973, 24 (04) :244-255
[14]   PULSE TRANSIT-TIME AS AN INDICATOR OF ARTERIAL BLOOD-PRESSURE [J].
GEDDES, LA ;
VOELZ, MH ;
BABBS, CF ;
BOURLAND, JD ;
TACKER, WA .
PSYCHOPHYSIOLOGY, 1981, 18 (01) :71-74
[15]   PULSE ARRIVAL TIME AS A METHOD OF OBTAINING SYSTOLIC AND DIASTOLIC BLOOD-PRESSURE INDIRECTLY [J].
GEDDES, LA ;
VOELZ, M ;
JAMES, S ;
REINER, D .
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 1981, 19 (05) :671-672
[16]   Characters available in photoplethysmogram for blood pressure estimation: beyond the pulse transit time [J].
Li, Yanjun ;
Wang, Zengli ;
Zhang, Lin ;
Yang, Xianglin ;
Song, Jinzhong .
AUSTRALASIAN PHYSICAL & ENGINEERING SCIENCES IN MEDICINE, 2014, 37 (02) :367-376
[17]   INCREASED SYSTOLIC PRESSURE IN CHRONIC UREMIA - ROLE OF ARTERIAL WAVE REFLECTIONS [J].
LONDON, G ;
GUERIN, A ;
PANNIER, B ;
MARCHAIS, S ;
BENETOS, A ;
SAFAR, M .
HYPERTENSION, 1992, 20 (01) :10-19
[18]   Non-invasive studies of peripheral vascular compliance using a non-occluding photoplethysmographic method [J].
López-Beltrán, EA ;
Blackshear, PL ;
Finkelstein, SM ;
Cohn, JN .
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 1998, 36 (06) :748-753
[19]   Adaptive hydrostatic blood pressure calibration: Development of a wearable, autonomous pulse wave velocity blood pressure monitor [J].
McCombie, Devin B. ;
Shaltis, Phillip A. ;
Reisner, Andrew T. ;
Asada, H. Harry .
2007 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-16, 2007, :370-+
[20]   Contour analysis of the photoplethysmographic pulse measured at the finger [J].
Millasseau, Sandrine C. ;
Ritter, James M. ;
Takazawa, Kenji ;
Chowienczyk, Philip J. .
JOURNAL OF HYPERTENSION, 2006, 24 (08) :1449-1456