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The effects of pre-ejection period on post-exercise systolic blood pressure estimation using the pulse arrival time technique

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Abstract

Pulse arrival time (PAT) is comprised of the vascular transit time (TT) through the arterial system and the pre-ejection period (PEP) in the heart. It has been used to predict arterial blood pressure (BP) without using a cuff. The aim of this study was to investigate the effects of including the PEP on the accuracy of cuffless systolic BP (SBP) estimation using the PAT technique in post-exercise recovery. Experiments were conducted on 22 normotensive participants. PAT, TT and PEP were determined from simultaneous measurements of the electrocardiogram, photoplethysmogram and impedance cardiogram. Moderate exercise induced significant (p < 0.05) increases in SBP and heart rate and significant (p < 0.05) decreases in PEP and PAT. Diastolic blood pressure and TT only varied insignificantly (p > 0.05). SBP was moderately correlated with PEP (r = −0.61) and PAT (r = −0.81). PAT and PEP were moderately correlated (r = 0.67). When SBP was estimated using least-squares methods, the differences between the measured and predicted SBP using PEP, PAT and TT were 0.0 ± 6.6, 0.0 ± 4.9 and 0.0 ± 9.3 mmHg, respectively. The findings suggested that PAT gives the best SBP prediction and PEP has some potential to predict blood pressure. The inclusion of PEP in the PAT measurement is necessary to facilitate accurate cuffless blood pressure prediction after exercise.

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Abbreviations

BP:

Blood pressure

CE marked:

European marking indicating that the marked devices comply with the essential health and safety requirements

DBP:

Diastolic blood pressure

dPPG:

The first derivative of photoplethysmogram

ECG:

Electrocardiogram

HR:

Heart rate

ICG:

Impedance cardiogram

LS:

Least-squares

PAT:

Pulse arrival time

PEP:

Pre-ejection period

RRI:

The interval between successive peaks of the ECG R waves

SBP:

Systolic blood pressure

SD:

Standard deviation

TT:

Vascular transit time

References

  • Ahmed SS, Levinson GE, Schwartz CJ, Ettinger PO (1972) Systolic time intervals as measures of the contractile state of the left ventricular myocardium in man. Circulation 46:559–571

    CAS  PubMed  Google Scholar 

  • Allen RA, Schneider JA, Davidson DM, Winchester MA, Taylor CB (1981) The covariation of blood pressure and pulse transit time in hypertensive patients. Psychophysiology 18:301–305

    Article  CAS  PubMed  Google Scholar 

  • Assaad MA, Topouchian JA, Darne BM, Asmar RG (2002) Validation of the Omron HEM-907 device for blood pressure measurement. Blood Press Monit 7:237–241

    Article  PubMed  Google Scholar 

  • Balasubramanian V, Mathew OP, Behl A, Tewari SC, Hoon RS (1978) Electrical impedance cardiogram in derivation of systolic time intervals. Br Heart J 40:268–275

    Article  CAS  PubMed  Google Scholar 

  • Berntson GG, Cacioppo JT, Binkley PF, Uchino BN, Quigley KS, Fieldstone A (1994) Autonomic cardiac control. III. Psychological stress and cardiac response in autonomic space as revealed by pharmacological blockades. Psychophysiology 31:599–608

    Article  CAS  PubMed  Google Scholar 

  • Cacioppo JT, Berntson GG, Binkley PF, Quigley KS, Uchino BN, Fieldstone A (1994) Autonomic cardiac control. II. Noninvasive indices and basal response as revealed by autonomic blockades. Psychophysiology 31:586–598

    CAS  Google Scholar 

  • Chen W, Kobayashi T, Togawa T, Ichikawa S, Takeuchi Y (1999) Estimation of systolic blood pressure variations from pulse arrival time using a narraq-band filter. In: Proceedings of the 1st joint BMES/EMBS conference serving humanity advancing technology. Atlanta, USA

  • Cybulski G, Michalak E, Koźluk E, Pietkowska A, Niewiadomski W (2004) Stroke volume and systolic time intervals: beat-to-beat comparison between echocardiography and ambulatory impedance cardiography in supine and tilted positions. Med Biol Eng Comput 42:707–711

    Article  CAS  PubMed  Google Scholar 

  • Geddes LA, Voelz MH, Babbs CF, Bourland JD, Tacker WA (1981) Pulse transit time as an indicator of arterial blood pressure. Psychophysiology 18:71–74

    Article  CAS  PubMed  Google Scholar 

  • Harris WS, Aytan N, Pouget JM (1973) Effects of nitroglycerin on responses of the systolic time intervals to exercise. Circulation 47:499–508

    CAS  PubMed  Google Scholar 

  • Harrison CR, Robinette KM (2002) CAESAR: summary statistics for the adult population (ages 18–65) of the United States of America. United States Air Force Research Laboratory

  • Heard SO, Lisbon A, Toth I, Ramasubramanian R (2000) An evaluation of a new continuous blood pressure monitoring system in critically ill patients. J Clin Anesth 13:509–518

    Article  Google Scholar 

  • Hughes DJ, Babbs CF, Geddes LA, Bourland JD (1979) Measurements of Young’s modulus of elasticity of the canine aorta with ultrasound. Ultrason Imaging 1:356–367

    Article  CAS  PubMed  Google Scholar 

  • Lane JD, Greenstadt L, Shapiro D (1983) Pulse transit time and blood pressure: an intensive analysis. Psychophysiology 20:45–49

    Article  CAS  PubMed  Google Scholar 

  • McDonald DA (1974) Blood flow in arteries Baltimore: Williams & Wilkins Company

  • Muehlsteff J, Aubert XL, Schuett M (2006) Cuffless estimation of systolic blood pressure for short effort bicycle tests: the prominent role of the pre-ejection period. In: Proceedings of the 28th annual conference of IEEE-EMBC. New York City, USA

  • Newlin DB (1981) Relationships of pulse transmission times to pre-ejection period and blood pressure. Psychophysiology 18:316–321

    Article  CAS  PubMed  Google Scholar 

  • Newlin DB, Levenson R (1979) Pre-ejection period: measuring beta-adrenergic influences upon the heart. Psychophysiology 16:546–553

    Article  CAS  PubMed  Google Scholar 

  • Ochiai R, Takeda J, Hosaka H, Sugo Y, Tanaka R, Soma T (1999) The relationship between modified pulse wave transit time and cardiovascular changes in isoflurane anesthetized dogs. J Clin Monit 15:493–501

    Article  CAS  Google Scholar 

  • Payne RA, Symeonides CN, Webb DJ, Maxwell SRJ (2006) Pulse transit time measured from the ECG: an unreliable marker of beat-to-beat blood pressure. J Appl Physiol 100:136–141

    Article  CAS  PubMed  Google Scholar 

  • Pollak MH, Obrist PA (1983) Aortic-radial pulse transit time and ECG Q-wave to radial pulse wave interval as indices of beat-by-beat blood pressure change. Psychophysiology 20:21–28

    Article  CAS  PubMed  Google Scholar 

  • Poon CCY, Zhang YT (2005) Cuff-less and noninvasive measurements of arterial blood pressure by pulse transit time. In: Proceedings of the 27th annual conference of IEEE-EMBC. Shanghai, P. R. China

  • Reddy SP, Shyu LY, Hurwitz BE, Nagel JH, Schneiderman N (1988) Improved reliability of impedance cardiography by new signal processing techniques. In: Proceedings of the 10th annual conference of IEEE-EMBC

  • Salkind NJ (2005) Tests & measurement for people who (think they) hate tests & measurement. Sage Publications, CA

    Google Scholar 

  • Scalzi M, De Leonardis V, Citi S, Cinelli P (1986) Relationship between systolic time intervals and arterial blood pressure. Clin Cardiol 9:545–549

    Article  PubMed  Google Scholar 

  • Smith RP, Argod J, Pepin JL, Levy PA (1999) Pulse transit time: an appraisal of potential clinical applications. Thorax 54:452–458

    Article  CAS  PubMed  Google Scholar 

  • Visser KR, Mook GA, Van der Wall E, Zijlstra WG (1991) Systolic time intervals by impedance cardiography. In: Proceedings of the 13th annual conference of IEEE-EMBC

  • White WB, Anwar YA (2001) Evaluation of the overall efficacy of the Omron office digital blood pressure HEM-907 monitor in adults. Blood Press Monit 6:107–110

    Article  CAS  PubMed  Google Scholar 

  • Wong MYM, Pickwell-MacPherson E, Zhang YT (2009) The acute effects of running on blood pressure estimation using pulse transit time in normotensive subjects. Eur J Appl Physiol 107:169–175

    Article  PubMed  Google Scholar 

  • Zong W, Moody GB, Mark RG (1998) Effects of vasoactive drugs on the relationship between ECG-pulse wave delay time and arterial blood pressure in ICU patients. Comput Cardiol 25:673–676

    Google Scholar 

Download references

Acknowledgments

The authors declare that they have no conflict of interest. This work is supported by the Hong Kong Innovation and Technology Fund and the 973 Project Fund (2010CB732606) in China. The authors would like to acknowledge Golden Meditech Company Ltd., Bird International Ltd. and Bright Steps Corporation for their support. The authors declare that the experiments conducted in the study comply with the laws of HKSAR.

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Correspondence to Yuan Ting Zhang.

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Communicated by Dag Linnarsson.

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Wong, M.Y.M., Pickwell-MacPherson, E., Zhang, Y.T. et al. The effects of pre-ejection period on post-exercise systolic blood pressure estimation using the pulse arrival time technique. Eur J Appl Physiol 111, 135–144 (2011). https://doi.org/10.1007/s00421-010-1626-0

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