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Licensed Unlicensed Requires Authentication Published by De Gruyter May 27, 2020

A novel non-invasive method for estimating the local wave speed at a single site in the internal carotid artery

  • Asma Ayadi EMAIL logo , Wassila Sahtout and Olivier Baledent

Abstract

Objectives

Local wave speed is a biomarker which provides an objective analysis of the cardiovascular function. The aim of this study was to determine the local wave speed in the internal carotid artery by a new non-invasive method that measures blood velocity waveform at only one site.

Methods

For this purpose, the cepstral analysis was employed to determine the arrival time of the reflection wave and the wave speed in the carotid artery. To validate our model, we applied it experimentally in vivo on young and old healthy subjects. The blood velocity waveform was measured by using phase-contrast magnetic resonance for 22 subjects.

Results

Our experimental results correlated with reference values reported in previous studies conducted on the internal arterial carotid usually adopting the invasive method. They also correlated with those obtained by using the foot-to-foot method (R2=0.72). The wave speed obtained by the method developed in this study and that of the foot-to-foot method increased with age (p<0.001).

Conclusions

The method developed in this study can be applied in the other arteries and it can also be used with other techniques such as ultrasound imaging.


Corresponding author: Asma Ayadi, Higher Institute of Medical Technologies of Tunis, University of Tunis Manar, 9 Street Docteur Zouheïr Safi, 1006, Tunis, Tunisia, E-mail:

Funding source: Higher Institute of medical technologies of Tunis

Acknowledgement

The authors would like to thank Dr. Ayadi Hajji for his help with English in proofreading, editing and correcting the manuscript.

  1. Research funding: Authors state no funding involved.

  2. Conflict of interest: The authors declare that they have no conflict of interest.

  3. Informed consent: Informed consent was obtained from all individual participants included in the study.

  4. Ethical approval: All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards. The study was approved by the Ethical Committee of the University of Picardy Jules Verne and the regional university hospital center of Amiens and all subjects gave informed consent to participate to the study. All data were obtained in a non-invasive way (flow velocity and diameter (area) using PCRM). The study was approved by a local ethical committee and that all participants gave informed consent.

References

1. Abdessalem KB, Sahtout W, Flaud P, Gazah H, Fakhfakh Z. Numerical simulation of non-invasive determination of the propagation coefficient in arterial system using two measurements sites. Eur Phys J Appl Phys 2007;40:211–9. https://doi.org/10.1051/epjap:2007151.10.1051/epjap:2007151Search in Google Scholar

2. Young T. On the function of the heart and arteries. Phil Trans R Soc Lond 1809;99:1–31. https://doi.org/10.1098/rstl.1809.0001.Search in Google Scholar

3. Bergel DH. The static elastic properties of the arterial wall. J Physiol 1961;156:445–57. https://doi.org/10.1113/jphysiol.1961.sp006686.Search in Google Scholar

4. Davies JE, Alastruey J, Francis DP, Hadjiloizou N, Whinnett ZI, Manisty CH, et al. Attenuation of wave reflection by wave entrapment creates a “Horizon Effect” in the human aorta. Hypertension 2012;60:778–85. https://doi.org/10.1161/hypertensionaha.111.180604.Search in Google Scholar

5. Pereira T, Correia C, Cardoso J. Novel methods for pulse wave velocity measurement. J Med Biol Eng 2015;35:555–65. https://doi.org/10.1007/s40846-015-0086-8.Search in Google Scholar

6. Li JK, Melbin J, Riffle RA. A noordergraaf pulse wave propagation. Circ Res 1981;49:442–52. https://doi.org/10.1161/01.res.49.2.442.Search in Google Scholar

7. Khir AW, Sawlen MJP, feng J, Parker KH. Simultaneous determination of wave speed and arrival time of reflected waves using the pressure – velocity loop. Med Bio Eng Comput 2007;45:1201–10. https://doi.org/10.1007/s11517-007-0241-7.Search in Google Scholar

8. Khir AW, Parker KH. Measurements of wave speed and reflected waves in elastic tubes and bifurcations. J Biomech 2002;35:775–83. https://doi.org/10.1016/s0021-9290(02)00025-8.Search in Google Scholar

9. Hughes AD, Parker KH. Forward and backward waves in the arterial system: impedance or wave intensity analysis?. Med Biol Eng Comput 2009;47:207–21. https://doi.org/10.1007/s11517-009-0444-1.Search in Google Scholar PubMed

10. Feng J, Khir AW. Determination of wave speed and wave separation in the arteries using diameter and velocity. J Biomech 2010;43:455–62. https://doi.org/10.1016/j.jbiomech.2009.09.046.Search in Google Scholar PubMed

11. Rabben SI, Stergiopulos N, Hellevik LR, Smiseth OA, Slørdahl S, Urheim S, Angelsen B. An ultrasound-based method for determining pulse wave velocity in superficial arteries. J Biomech 2004;37:1615–22. https://doi.org/10.1016/j.jbiomech.2003.12.031.Search in Google Scholar

12. Abdessalem KB, Flaud P, Shtout W, Salah RB. Non-invasive method for measuring local pulse wave velocity in arteries : part I. Comput Met Biomech Biomed Eng 2012;15:63–5. https://doi.org/10.1080/10255842.2012.713664.Search in Google Scholar

13. Abdessalem KB, Flaud P, Shtout W, Salah RB. Non-invasive method for measuring local pulse wave velocity in arteries : part II. Comput Met Biomech Biomed Eng 2012;15:108–9 https://doi.org/10.1080/10255842.2012.713664.Search in Google Scholar

14. Segers P, Swillens A,Taelman L, Vierendeels J. Wave reflection leads to over- and underestimation of local wave speed by the PU- and QA-loop methods : theoretical basis and solution to the problem. Physiol Meas 2014;35:847–61. https://doi.org/10.1088/0967-3334/35/5/847.Search in Google Scholar

15. Borlotti A, Vermeersch S, Rietzschel E, Segers P, Khir AW. A comparison between local wave speed in the carotid and femoral arteries in healthy humans: Application of a new method. In: Proc. 32nd Annual International Conference of the IEEE EMBS 'EMBC'. Buenos Aires , Argentina, 31 August-4 September 2010; 2010:2857–60. https://doi.org/10.1109/iembs.2010.5626348.Search in Google Scholar

16. Swillens A, Taelman L, Degroote J, Vierendeels J, Segers P. Comparison of non-invasive methods for measurement of local pulse wave velocity using FSI-simulations and in vivo data. Ann Biomed Eng 2013;41:1567–78. https://doi.org/10.1007/s10439-012-0688-z.Search in Google Scholar

17. Balédent O, Gondry-Jouet C, Stoquart-Elsankari S, Bouzerar R, Le Gars D, Meyer ME. Relationship between cerebrospinal fluid and blood dynamics in healthy volunteers and patients with communicating hydrocephalus. Invest Radiol 2004;39:45–55. https://doi.org/10.1097/01.rli.0000100892.87214.49.Search in Google Scholar

18. Peube JL. Cepstral analysis: etablissement of fluid mechanics and transport phenomena 483. London: UK: ISTE;2010:485. https://doi.org/10.1002/9780470611500.app3.Search in Google Scholar

19. Balédent O, Gondry-Jouet OC, Stoquart-Elsankari S, Bouzerar R, Le Gars D, Meyer ME. Value of phase contrast magnetic resonance imaging for investigation of cerebral hydrodynamics. J Neuroradiol 2006;33:292–303. https://doi.org/10.1016/s0150-9861(06)77287-x.Search in Google Scholar

20. Tasu J, Bléry M, Bittoun J. Mise au point IRM –Vélocimétrie Principes de mesure de la vitesse en IRM et principales applications cliniques. Feuillets de Radiologie 2000;40:136–46. https://doi.org/FR-03-2000-40-2-0181-9801-101019-ART50.Search in Google Scholar

21. Moran PR. A flow velocity zeugmatographic interlace for NMR imaging in humans. Magn Reson Imag 1982;1:197–203. https://doi.org/10.1016/0730-725x(82)90170-9.Search in Google Scholar

22. Nichols WW, O'Rourke MF, Vlachopoulos C. MI McDonald's blood flow in arteries: theoretic, experimental, and clinical principles, 6th ed. London: CRC Press; 2011.10.1201/b13568Search in Google Scholar

23. Grabisch M, Balluet JC. Identification en présence d'échos par le CEPSTRE. Traitement de Signal 1985;2:11–27. https://doi.org/hdl.handle.net/2042/2300.Search in Google Scholar

24. Lotz J, Meier C, Leppert A, Galanski M. Cardiovascular flow measurement with phase-contrast MR imaging: basic facts and implementation. Radiographics 2002;22:651–71. https://doi.org/10.1148/radiographics.22.3.g02ma11651.Search in Google Scholar

25. Mohiaddin RH, Firmin DN, Longmore DB. Age-related changes of human aortic flow wave velocity measured noninvasively by magnetic resonance imaging. J Appl Physiol 1993;74:492–97. https://doi.org/10.1152/jappl.1993.74.1.492.Search in Google Scholar

26. Bland JM, Altman D. Statistical methods for assessing agreement between two methods of clinical measurement. The Lancet 1986;327:307–10. https://doi.org/10.1016/s0140-6736(86)90837-8.Search in Google Scholar

27. Alastruey J. Numerical assessment of time-domain methods for the estimation of local arterial pulse wave speed. J Biomech 2011;44:885–91. https://doi.org/10.1016/j.jbiomech.2010.12.002.Search in Google Scholar

28. Davies JE, Whinnett ZI, Francis DP, Willson K, Foale RA, Malik IS, et al. Use of simultaneous pressure and velocity measurements to estimate arterial wave speed at a single site in humans. Am J Physiol – Heart Circ Physiol 2006;290:878–85. https://doi.org/10.1152/ajpheart.00751.2005.Search in Google Scholar

29. Vermeersch SJ, Rietzschel ER, De Buyzere ML, De Bacquer D, De Backer G, Van Bortel LM, et al. Age and gender related patterns in carotid-femoral PWV and carotid and femoral stiffness in a large healthy , middle-aged population. J Hypertens 2008;26:1411–19. https://doi.org/10.1097/hjh.0b013e3282ffac00.Search in Google Scholar

30. Pannier BM, Avolio AP, Hoeks A, Mancia G, Takazawa K. Methods and devices for measuring arterial compliance in humans. Am J Hypertens 2002;15:743–53. https://doi.org/10.1016/s0895-7061(02)02962-x.Search in Google Scholar

31. Borlotti A, Khir W, Rietzschel ER, Buyzere MLDe, Vermeersch S, Segers P. Noninvasive determination of local pulse wave velocity and wave intensity: changes with age and gender in the carotid and femoral arteries of healthy human. J Appl Physiol 2012;113:727–35. https://doi.org/10.1152/japplphysiol.00164.2012.Search in Google Scholar PubMed

32. Westerhof BE, Westerhof N. Uniform tube models with single reflection site do not explain aortic wave travel and pressure wave shape. Physiol Meas 2018;39:124006. https://doi.org/10.1088/1361-6579/aaf3dd.Search in Google Scholar PubMed

33. Neumann S, Sophocleous F, Kobetic MD, Hart EC, Nightingale AK, Parker KH, et al. Wave intensity analysis in the internal carotid artery of hypertensive subjects using phase-contrast MR angiography and preliminary assessment of the effect of vessel morphology on wave dynamics. Physiol Meas 2018;39:104003. https://doi.org/10.1088/1361-6579/aadfc5.Search in Google Scholar PubMed PubMed Central

Received: 2018-05-25
Accepted: 2020-01-10
Published Online: 2020-05-27
Published in Print: 2020-10-25

© 2020 Walter de Gruyter GmbH, Berlin/Boston

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