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Meta-Analysis of Randomized Clinical Trials on the Speed of Pulse Wave Propagation

  • MEDICAL BIOPHYSICS
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Abstract

A theoretical analysis of the literature data on the pulse-wave propagation velocity using a combination of electrocardiographic and photoplethysmographic signals was carried out. Its diagnostic value in medical practice lies in its use as a noninvasive method for measuring blood pressure, as well as for determining arterial stiffness. Some studies have shown a relationship between the velocity of pulse-wave propagation and risk factors for cardiovascular diseases. Pulse-wave propagation velocity is an early marker and predictor of cardiovascular risk in both people with normal blood pressure and people with hypertension; it is used as the “gold standard” in determining arterial stiffness; however, the issue of accuracy and automation of measuring the pulse-wave propagation velocity remains unresolved.

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Fig. 1.

REFERENCES

  1. L. I. Ageeva, G. A. Aleksandrova, N. M. Zaichenko, et al., Healthcare in Russia, Ed. by I. N. Shapoval and S. Yu. Nikitina (Rosstat, Moscow, 2019), pp. 20–24.

    Google Scholar 

  2. S. S. Virani, A. Alonso, E. J. Benjamin, et al., Circulation 141, e139 (2020).

  3. A. Virdis, S. Masi, E. Casiglia, et al., Hypertension 75, 302 (2020).

    Article  CAS  PubMed  Google Scholar 

  4. S. Noureddine, N. Y. Dumit, and H. Maatouk, Nurs. Health Sci. 22, 49 (2020).

    Article  PubMed  Google Scholar 

  5. I. A. Mizeva, A. A. Dumler, and N. G. Murav’ev, Ross. Zh. Biomekh. 16 (2), 83 (2012).

    Google Scholar 

  6. A. N. Rogoza, T. V. Balakhonova, and N. M. Chikhladze, Modern Methods for Assessing the Condition of Blood Vessels in Patients with Arterial Hypertension (Atmosfera, Moscow, 2008) [in Russian].

    Google Scholar 

  7. I. B. Matrosova, I. V. Eliseeva, N. A. Borisova, et al., Izv. Vyssh. Uchebn. Zaved., Povolzh. Reg., Med. Nauki 1, 45 (2008).

    Google Scholar 

  8. O. V. Ilyukhin and Yu. M. Lopatin, Vestn. Volgogr. Gos. Med. Univ., No. 1, 3 (2006).

  9. A. Adji and M. F. O’Rourke, The Handbook of Cuffless Blood Pressure Monitoring, Ed. by J. Sola and R. Delgado-Gonzalo (Springer, New York, 2019), pp. 15–30.

    Google Scholar 

  10. M. Belau, W. Scheffer, and G. Maret, Biomed. Opt. Express 8, 3493 (2017).

    Article  PubMed  PubMed Central  Google Scholar 

  11. R. R. Townsend, I. B. Wilkinson, E. L. Schiffrin, et al., Hypertension 66, 698 (2015).

    Article  CAS  PubMed  Google Scholar 

  12. L. M. V. Bortel, S. Laurent, P. Boutouyrie, et al., J. Hypertens. 30, 445 (2012).

    Article  PubMed  Google Scholar 

  13. G. Mancia, R. Fagart, K. Narkiewicz, et al., Eur. Heart J. 34, 2159 (2013).

    Article  PubMed  Google Scholar 

  14. A. Milan, G. Zocaro, D. Leone, et al., J. Hypertens. 37, 1547 (2019).

    Article  CAS  PubMed  Google Scholar 

  15. D. Buxi, J.-M. Redouté, and M. R. Yuce, IEEE Trans. Biomed. Eng. 64, 917 (2016).

    Article  PubMed  Google Scholar 

  16. X. Ding and Y.-T. Zhang, Biomed. Eng. Lett. 9, 37 (2019).

    Article  PubMed  PubMed Central  Google Scholar 

  17. D. D. Kul’minskii, E. I. Borovkova, V. S. Khorev, and S. A. Mironov, Byull. Med. Internet Konf. 4, 962 (2014).

    Google Scholar 

  18. L. Yibin, G. Yangyu, L. Shenlong, et al., in The 15th Int. Conf. on Biomedical Engineering, Ed. by J. Goh (Springer, New York, 2014), pp. 842–844.

  19. Y.-L. Zheng, X.-R. Ding, C. C. Y. Poon, et al., IEEE Trans. Biomed. Eng. 61, 1538 (2014).

    Article  PubMed  PubMed Central  Google Scholar 

  20. G. Parati, C. Torlasco, M. Pengo, G. Bilo, and J. E. Ochoa, Hypertens. Res. 43, 609 (2020).

    Article  PubMed  Google Scholar 

  21. D. I. Roshchupkin, E. E. Fesenko, and V. I. Novoselov, Biophysics of Organs (Nauka, Moscow, 2000).

    Google Scholar 

  22. M. E. Safar, R. Asmar, A. Benetos, et al., Hypertension 72, 796 (2018).

    Article  CAS  PubMed  Google Scholar 

  23. M. H. N. van Velzen, A. J. Loeve, E. G. Mik, and S. P. Niehof, J. Med. Devices 12, 011006 (2018).

  24. M. E.-S. El-Naggar, Egypt. J. Bronchol. 12, 114 (2018).

    Article  Google Scholar 

  25. M. S. Dhillon and M. J. Banet, The Handbook of Cuffless Blood Pressure Monitoring, Ed. by J. Sola and R. Delgado-Gonzalo (Springer, New York, 2019), pp. 43–59.

    Google Scholar 

  26. A. A. Grinevich, B. G. Garamyan, and N. K. Chemeris, Dokl. Ross. Akad. Nauk, Nauki Zhizni 504, 223 (2022).

    Google Scholar 

  27. B. G. Garamyan, A. A. Grinevich, A. A. Khadartsev, and N. K. Chemeris, Vestn. Nov. Med. Tekhnol. 27 (3), 92 (2020).

    Google Scholar 

  28. R. Mukkamala and J.-O. Hahn, IEEE Trans. Biomed. Eng. 65, 1410 (2017).

    Article  PubMed  PubMed Central  Google Scholar 

  29. X.-R. Ding, Y.-T. Zhang, J. Liu, et al., IEEE Trans. Biomed. Eng. 63, 964 (2015).

    Article  PubMed  Google Scholar 

  30. Z. Tang, T. Tamura, M. Sekine, et al., IEEE J. Biomed. Health Inf. 21, 1194 (2016).

    Article  Google Scholar 

  31. J. Lee, J. Sohn, J. Park, et al., Biomed. Eng. Online 17, 81 (2018).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  32. V. A. Dudko and R. S. Karpov, Atherosclerosis: Pathogenesis, Clinical Picture, Functional Diagnostics, Treatment (STT, Tomsk, 1998) [in Russian].

    Google Scholar 

  33. R. Asmar, A. Benetos, J. Topouchian, et al., Hypertension 26, 485 (1995).

    Article  CAS  PubMed  Google Scholar 

  34. Yu. V. Kotovskaya, Cardiol.: News, Opin., Train. 1, 34 (2013).

  35. O. V. Ilyukhin and Yu. M. Lopatin, Vestn. Volgogr. Gos. Med. Univ. 1 (17), 3 (2006).

    Google Scholar 

  36. I. T. Murkamilov, K. A. Aitbaev, and F. A. Yusupov, Kardiovask. Ter. Profil. 16 (4), 83 (2017).

    Article  Google Scholar 

  37. K. Matsushita, Y. Sang, S. H. Ballew, et al., Arterioscler. Thromb. Vasc. Biol. 34 (8), 1770 (2014).

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  38. H. Watanabe, S. Ohtsuka, M. Kakihana, and Y. Sugishita, J. Am. Coll. Cardiol. 21 (6), 1497 (1993).

    Article  CAS  PubMed  Google Scholar 

  39. D. A. Usanov, A. V. Skripal’, A. Yu. Vagarin, and A. P. Rytik, Methods and Apparatus for Diagnosing the State of the Cardiovascular System by the Characteristics of the Pulse Wave (Sarat. Univ., Saratov, 2009).

    Google Scholar 

  40. V. A. Korneva and T. Yu. Kuznetsova, Sovrem. Med.: Traditsii Innovatsii 1, 88 (2013).

    Google Scholar 

  41. N. A. Belokon’ and M. B. Kuberger, Heart and Vascular Diseases in Children: A Guide for Doctors (Meditsina, Moscow, 1987) [in Russian].

    Google Scholar 

  42. S. Laurent, J. Cockcroft, L. V. Bortel, et al., Eur. Heart J. 27 (21), 2588 (2006).

    Article  PubMed  Google Scholar 

  43. S. C. Millasseau, R. P. Kelly, J. M. Ritter, and P. J. Chowienczyk, Clin. Sci. (London) 103 (4), 371 (2002).

    Article  CAS  Google Scholar 

  44. I. B. Wilkinson and C. M. McEniery, Clin. Exp. Pharmacol. Physiol. 31 (11), 795 (2004).

    Article  CAS  PubMed  Google Scholar 

  45. P. A. Roberts, B. R. Cowan, Y. Liu, et al., J. Cardiovasc. Magn. Reson. 17 (1), 86 (2015).

    Article  PubMed  PubMed Central  Google Scholar 

  46. N. G. Golovko and T. N. Bozhuk, Nauka-2020 1 (12), 98 (2017).

  47. N. G. Golovko, V. D. Bogachev, and O. A. Pluzhnikov, Teor. Prakt. Fiz. Kul’t. 7, 52 (2012).

    Google Scholar 

  48. P. Albaladejo, X. Copie, P. Boutouyrie, et al., Hypertension 38 (4), 949 (2001).

    Article  CAS  PubMed  Google Scholar 

  49. R. Asmar, A. Rudnichi, J. Blacher, et al., Am. J. Hypertens. 14 (2), 91 (2001).

    Article  CAS  PubMed  Google Scholar 

  50. S. Dehghanojamahalleh and M. Kaya, IEEE J. Transl. Eng. Health Med. 7, 1900607 (2019).

  51. M. L. Ford, L. A. Tomlinson, T. P. E. Chapman, et al., Hypertension 55 (5), 1110 (2010).

    Article  CAS  PubMed  Google Scholar 

  52. C. M. Giachelli, J. Am. Soc. Nephrol. 15 (12), 2959 (2004).

    Article  PubMed  Google Scholar 

  53. D. L. Teplyi, Yu. V. Nesterov, E. V. Kur’yanova, et al., Human and Animal Physiology (Astrakh. Univ., Astrakhan, 2017) [in Russian].

    Google Scholar 

  54. H. Fok, B. Jiang, B. Clapp, and P. Chowienczyk, Hypertension 60 (5), 1220 (2012).

    Article  CAS  PubMed  Google Scholar 

  55. J. Steppan, V. Barodka, D. E. Berkowitz, and D. Nyhan, Cardiol. Res. Pract. 263585, 1 (2011).

    Article  Google Scholar 

  56. A. P. Avolio, T. Kuznetsova, G. R. Heyndrickx, et al., Adv. Exp. Med. Biol. 1065, 153 (2018).

    Article  PubMed  Google Scholar 

  57. M. H. N. van Velzen, A. J. Loeve, M. C. Kortekaas, et al., Physiol. Meas. 37 (1), 52 (2016).

    Article  PubMed  Google Scholar 

  58. H. Xiao, I. Tan, M. Butlin, D. Li, and A. P. Avolio, Am. J. Physiol. Heart Circ. Physiol. 312 (6), H1185 (2017).

    Article  PubMed  Google Scholar 

  59. Y. Cağır, M. Altay, B. B. Cağır, et al., Endocrinol. Pract. 24 (9), 815 (2018).

    Article  Google Scholar 

  60. J. J. Murad, B. Pannier, J. Blacher, et al., Kidney Int. 59 (5), 1834 (2001).

    Article  Google Scholar 

  61. R. M. A. Henry, P. J. Kostense, A. M. W. Spijkerman, et al., Circulation 107 (16), 2089 (2003).

    Article  PubMed  Google Scholar 

  62. A. A. Grinevich, A. V. Tankanag, V. G. Safronova, N. K. Chemeris, Dokl. Ross. Akad. Nauk 468 (3), 342 (2016).

    Google Scholar 

  63. A. A. Grinevich, A. V. Tankanag, and N. K. Chemeris, Mat. Biol. Bioinf. 11 (2), 233 (2016).

    Article  Google Scholar 

  64. A. A. Grinevich, A. V. Tankanag, N. K. Chemeris, Mat. Biol. Bioinf. 9 (2), 341 (2014).

    Article  Google Scholar 

  65. C. Crim, J. A. Anderson, P. M. A. Calverley, et al., Am. J. Respir. Crit. Care Med. 201 (10), 1307 (2020).

    Article  PubMed  Google Scholar 

  66. A. Milan, G. Zocaro, D. Leone, et al., J. Hypertens. 37 (8), 1547 (2019).

    Article  CAS  PubMed  Google Scholar 

  67. H. Obeid, H. Khettab, L. Marais, et al., J. Hypertens. 35 (8), 1618 (2017).

    Article  CAS  PubMed  Google Scholar 

  68. Yu. I. Gurfinkel’, N. V. Katse, L. M. Parfenova, et al., Ross. Kardiol. Zh. 2 (76), 38 (2009).

    Google Scholar 

  69. V. Regnault, J. Lagrange, A. Pizard, et al., Hypertension 63 (1), 105 (2014).

    Article  CAS  PubMed  Google Scholar 

  70. Q. Zhong, M.-J. Hu, Y.-J. Cui, et al., Angiology 69 (7), 617 (2018).

    Article  PubMed  Google Scholar 

  71. Ya. A. Orlova, E. Yu. Nuraliev, E. B. Yarovaya, et al., Serdtse 8 (5), 261 (2009).

    Google Scholar 

  72. T. Miyoshi, M. Doi, S. Hironata, et al., J. Atheroscler. Thromb. 17 (3), 249 (2010).

    Article  PubMed  Google Scholar 

  73. O. V. Ilyukhin, M. V. Ilyukhin, D. L. Tarasov, et al., Ross. Kardiol. Zh. 5 (103), 12 (2013).

    Article  Google Scholar 

  74. A. S. Alieva, M. A. Boyarinova, E. V. Moguchaya, et al., Arterial’naya Gipertenziya 21 (3), 241 (2015).

    Article  Google Scholar 

  75. R. R. Townsend, I. B. Wilkinson, E. L. Schiffrin, et al., Hypertension 66 (3), 698 (2015).

    Article  CAS  PubMed  Google Scholar 

  76. D. Buxi, J.-M. Redoute, and M. R. Yuce, Physiol. Meas. 36 (3), R1 (2015).

    Article  PubMed  Google Scholar 

  77. J. Lee, S. Yang, S. Lee, and H. C. Kim, J. Clin. Med. 8 (11), 1773 (2019).

    Article  PubMed  PubMed Central  Google Scholar 

  78. G. Slapničar, N. Mlakar, and M. Luštrek, Sensors (Basel) 19 (15), 3420 (2019).

    Article  ADS  PubMed  Google Scholar 

  79. S. Omboni, I. N. Posokhov, Y. V. Kotovskaya, et al., Curr. Hypertens. Rep. 18 (10), 72 (2016).

    Article  PubMed  Google Scholar 

  80. H. Wu, J. Zhong, and M. Li, Sensors 19 (24), 5543 (2019).

    Article  ADS  PubMed  PubMed Central  Google Scholar 

  81. Yu. F. Osmolovskaya, V. Yu. Mareev, A. M. Glechan, and T. V. Balakhonova, Zh. Serdechnoi Nedostatochn. 12 (5), 270 (2011).

    Google Scholar 

  82. M. D. Rienzo, E. Vaini, and P. Lombardi, Annu. Int. Conf. IEEE Eng. Med. Biol. Soc. 2015, 7184 (2015).

    PubMed  Google Scholar 

  83. C. W. Tsao, A. Lyass, M. G. Larson, et al., J. Am. Heart Assoc. 4 (11), e002189 (2015).

  84. L. Rouch, P. Cestac, B. Sallerin, et al., Hypertension 72 (5), 1109 (2018).

    Article  CAS  PubMed  Google Scholar 

  85. A. Johansson, C. Ahlstrom, T. Lanne, and P. Ask, Med. Biol. Eng. Comput. 44 (6), 471 (2006).

    Article  CAS  PubMed  Google Scholar 

  86. L. M. Nilsson, Anesth. Analg. 117 (4), 859 (2013).

    Article  PubMed  Google Scholar 

  87. X.-R. Ding, Y.-T. Zhang, H. K. Tsang, and W. Karlen, Annu. Int. Conf. IEEE Eng. Med. Biol. Soc. 2016, 4240 (2016).

    Google Scholar 

  88. A. Mol, C. G. M. Meskers, S. P. Niehof, et al., Exp. Gerontol. 135, 110938 (2020).

  89. T. Okamoto, Y. Hashimoto, and R. Kobayashi, Aging: Clin. Exp. Res. 31 (10), 1451 (2019).

    PubMed  Google Scholar 

  90. I. Ikonomidis, S. Katsanos, H. Triantafyllidi, et al., Eur. J. Clin. Invest. 49 (2), e13049 (2019).

  91. A. Diaz, M. Tringler, S. Wray, et al., J. Clin. Hypertens. (Greenwich) 20 (2), 258 (2018).

    Article  PubMed  Google Scholar 

  92. C. Li, H. Xiong, S. Pirbhulal, et al., Medicine (Baltimore) 94 (51), e2343 (2015).

  93. N. Kulsum-Mecci, C. Goss, B. A. Kozel, et al., J. Clin. Hypertens. (Greenwich) 19 (3), 221 (2017).

    Article  PubMed  Google Scholar 

  94. T. Ohkuma, H. Tomiyama, T. Ninomiya, et al., Circ. J. 81 (10), 1540 (2017).

    Article  PubMed  Google Scholar 

  95. R. Lithovius, D. Gordin, C. Forsblom, et al., Diabetologia 61 (9), 1935 (2018).

    Article  PubMed  Google Scholar 

  96. L. A. P. R. Resende, M. A. V. Silva, J. A. M. Resende, et al., Medicine 98 (50), e18100 (2019).

  97. R. Garcia-Carretero, L. Vigil-Medina, O. Barquero-Perez, and J. Ramos-Lopez, J. Med. Syst. 44 (1), 16 (2020).

    Article  Google Scholar 

  98. J. J. Drinkwater, F. K. Chen, A. M. Brooks, et al., Diabetic Med. 38 (4), e14407 (2021).

  99. J. Liu, K. Wang, H. Liu, et al., Endocrinol. J. 66 (7), 629 (2019).

    CAS  Google Scholar 

  100. M. H. Kristiansen, A. M. Banghoj, E. Laugesen, and L. Tarnow, Diabetic Med. 35 (10), 1391 (2018).

    Article  Google Scholar 

  101. B. N. Link, C. Eid, M. H. Bublitz, et al., Sleep 42 (5), zsz022 (2019).

  102. C. R. Amirtharaj, L. C. Palmeri, G. Gradwohl, et al., J. Perinatol. 38 (9), 1220 (2018).

    Article  PubMed  Google Scholar 

  103. L. Mokotedi, S. Gunter, C. Robinson, et al., J. Cardiovasc. Transl. Res. 12 (6), 580 (2019).

    Article  PubMed  Google Scholar 

  104. E. A. Troitskaya, S. V. Velmakin, S. V. Villevalde, and Zh. D. Kobalova, Cardiology 58 (7S), 46 (2018).

    CAS  PubMed  Google Scholar 

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ACKNOWLEDGMENTS

The author is grateful to his scientific supervisors, N.K. Chemeris and A.A. Grinevich, for valuable advice in planning research and recommendations on the design of the article.

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This work was supported by ongoing institutional funding. No additional grants to carry out or direct this research were obtained.

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Translated by E. Puchkov

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Abbreviations: ECG, electrocardiography; BP, blood pressure; PWPV, pulse-wave propagation velocity; PWTT, pulse wave transit time; PPG, photoplethysmography; HR, heart rate.

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Gharamyan, B.G. Meta-Analysis of Randomized Clinical Trials on the Speed of Pulse Wave Propagation. BIOPHYSICS 68, 1053–1065 (2023). https://doi.org/10.1134/S0006350923060088

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