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Correlation between beat-to-beat blood pressure variability and arterial stiffness in healthy adults in the cold pressor test

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Abstract

Blood pressure variability has a great effect on the progression of arterial stiffness, which has increasingly become a hot research topic recently. In this study, beat-to-beat recordings of blood pressure (BP), heart rate, cardiac output, total peripheral resistance, and left ventricular ejection time during the cold pressor test (CPT) were analyzed together. We recruited 101 young Chinese subjects (aged 21–33) with no known history of high BP into the study. We found that the mean level of beat-to-beat BP and the average real variability and successive variation of beat-to-beat diastolic BP variability in the CPT showed significant correlations with pulse wave velocity (PWV) (r = 0.22–0.34, P < 0.05). In addition, we also found correlations between beat-to-beat heart rate and heart rate variability indices and PWV in each phase of the CPT. At the same time, the standard deviation of the R–R intervals and square root of the mean squared difference of successive R–R intervals in the cold stimulus phase also showed significant correlations with PWV (r = 0.23–0.24, P < 0.05). In conclusion, the level and variability of beat-to-beat BP have a strong influence on arterial stiffness.

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References

  1. Grassi G, Bombelli M, Brambilla G, Trevano FQ, Dell’oro R, Mancia G (2012) Total cardiovascular risk, blood pressure variability and adrenergic overdrive in hypertension: evidence, mechanisms and clinical implications. Curr Hypertens Rep 14(4):333–338. doi:10.1007/s11906-012-0273-8

    Article  PubMed  Google Scholar 

  2. Green P, Woglom AE, Genereux P, Daneault B, Paradis JM, Schnell S, Hawkey M, Maurer MS, Kirtane AJ, Kodali S, Moses JW, Leon MB, Smith CR, Williams M (2012) The impact of frailty status on survival after transcatheter aortic valve replacement in older adults with severe aortic stenosis: a single-center experience. JACC Cardiovasc Interv 5(9):974–981. doi:10.1016/j.jcin.2012.06.011

    Article  PubMed  PubMed Central  Google Scholar 

  3. Kawai T, Ohishi M, Kamide K, Onishi M, Takeya Y, Tatara Y, Oguro R, Yamamoto K, Sugimoto K, Rakugi H (2012) The impact of visit-to-visit variability in blood pressure on renal function. Hypertens Res 35(2):239–243. doi:10.1038/hr.2011.170

    Article  PubMed  Google Scholar 

  4. Dolan E, O’Brien E (2010) Blood pressure variability: clarity for clinical practice. Hypertension 56(2):179–181. doi:10.1161/HYPERTENSIONAHA.110.154708

    Article  CAS  PubMed  Google Scholar 

  5. Shintani Y, Kikuya M, Hara A, Ohkubo T, Metoki H, Asayama K, Inoue R, Obara T, Aono Y, Hashimoto T, Hashimoto J, Totsune K, Hoshi H, Satoh H, Imai Y (2007) Ambulatory blood pressure, blood pressure variability and the prevalence of carotid artery alteration: the Ohasama study. J Hypertens 25(8):1704–1710. doi:10.1097/HJH.0b013e328172dc2e

    Article  CAS  PubMed  Google Scholar 

  6. Wei F-F, Li Y, Zhang L, Xu T-Y, Ding F-H, Wang J-G, Staessen JA (2014) Beat-to-beat, reading-to-reading, and day-to-day blood pressure variability in relation to organ damage in untreated Chinese. Hypertension 63(4):790–796. doi:10.1161/HYPERTENSIONAHA.113.02681

    Article  CAS  PubMed  Google Scholar 

  7. Asayama K, Kikuya M, Schutte R, Thijs L, Hosaka M, Satoh M, Hara A, Obara T, Inoue R, Metoki H, Hirose T, Ohkubo T, Staessen JA, Imai Y (2013) Home blood pressure variability as cardiovascular risk factor in the population of Ohasama. Hypertension 61(1):61–69. doi:10.1161/HYPERTENSIONAHA.111.00138

    Article  CAS  PubMed  Google Scholar 

  8. Mancia G, Parati G, Hennig M, Flatau B, Omboni S, Glavina F, Costa B, Scherz R, Bond G, Zanchetti A (2001) Relation between blood pressure variability and carotid artery damage in hypertension: baseline data from the European lacidipine study on atherosclerosis (ELSA). J Hypertens 19(11):1981–1989. doi:10.1097/00004872-200111000-00008

    Article  CAS  PubMed  Google Scholar 

  9. Xiong H, Wu D, Tian X, Lin WH, Li C, Zhang H, Cai Y, Zhang YT (2014) The relationship between the 24 h blood pressure variability and carotid intima-media thickness: a compared study. Comput Math Methods Med 2014:303159. doi:10.1155/2014/303159

    Article  PubMed  PubMed Central  Google Scholar 

  10. Stabouli S, Papakatsika S, Kotronis G, Papadopoulou-Legbelou K, Rizos Z, Kotsis V (2015) Arterial stiffness and SBP variability in children and adolescents. J Hypertens 33(1):88–95. doi:10.1097/hjh.0000000000000369

    Article  CAS  PubMed  Google Scholar 

  11. Zhang M, Zhao Q, Mills KT, Chen J, Li J, Cao J, Gu D, He J (2013) Factors associated with blood pressure response to the cold pressor test: the GenSalt study. Am J Hypertens 26(9):1132–1139. doi:10.1093/ajh/hpt075

    Article  PubMed  PubMed Central  Google Scholar 

  12. Victor RG, Leimbach WN, Seals DR, Wallin BG, Mark AL (1987) Effects of the cold pressor test on muscle sympathetic nerve activity in humans. Hypertension 9(5):429–436. doi:10.1161/01.hyp.9.5.429

    Article  CAS  PubMed  Google Scholar 

  13. Lambert EA, Chatzivlastou K, Schlaich M, Lambert G, Head GA (2014) Morning surge in blood pressure is associated with reactivity of the sympathetic nervous system. Am J Hypertens 27(6):783–792. doi:10.1093/ajh/hpt273

    Article  PubMed  Google Scholar 

  14. Pautasso E, Koretzky M, Marcon L, Borrego C, Panini J, Lerman J (2014) Can the cold pressor test predict future cardiovascular events in patients without demonstrated ischemic heart disease by SPECT? Int J Cardiol 175(2):226–232. doi:10.1016/j.ijcard.2014.04.202

    Article  PubMed  Google Scholar 

  15. Nabel EG, Ganz P, Gordon JB, Alexander RW, Selwyn AP (1988) Dilation of normal and constriction of atherosclerotic coronary arteries caused by the cold pressor test. Circulation 77(1):43–52. doi:10.1161/01.cir.77.1.43

    Article  CAS  PubMed  Google Scholar 

  16. Zeiher AM, Drexler H, Wollschlaeger H, Saurbier B, Just H (1989) Coronary vasomotion in response to sympathetic stimulation in humans: importance of the functional integrity of the endothelium. J Am Coll Cardiol 14(5):1181–1190. doi:10.1016/0735-1097(89)90414-2

    Article  CAS  PubMed  Google Scholar 

  17. Kazūne S, Grabovskis A, Strīķe E, Vanags I (2014) Arterial stiffness measured by pulse wave velocity in patients with early sepsis/Artēriju Cietība Un Pulsa Viļņa Izplatīšanās Ātrums Pacientiem Ar Agrīnu Sepsi. In: Proceedings of the Latvian Academy of sciences section B natural, exact, and applied sciences 68 (5–6). doi:10.2478/prolas-2014-0030

  18. Inoue N, Maeda R, Kawakami H, Shokawa T, Yamamoto H, Ito C, Sasaki H (2009) Aortic pulse wave velocity predicts cardiovascular mortality in middle-aged and elderly Japanese men. Circ J 73(3):549–553

    Article  PubMed  Google Scholar 

  19. Ngim CA, Abdul Rahman AR, Ibrahim A (1999) Pulse wave velocity as an index of arterial stiffness: a comparison between newly diagnosed (untreated) hypertensive and normotensive middle-aged Malay men and its relationship with fasting insulin. Acta Cardiologica 54(5):277–282

    CAS  PubMed  Google Scholar 

  20. Laurent S, Katsahian S, Fassot C, Tropeano AI, Gautier I, Laloux B, Boutouyrie P (2003) Aortic stiffness is an independent predictor of fatal stroke in essential hypertension. Stroke 34(5):1203–1206. doi:10.1161/01.STR.0000065428.03209.64

    Article  PubMed  Google Scholar 

  21. Cruickshank K (2002) Aortic pulse-wave velocity and its relationship to mortality in diabetes and glucose intolerance: an integrated index of vascular function? Circulation 106(16):2085–2090. doi:10.1161/01.cir.0000033824.02722.f7

    Article  PubMed  Google Scholar 

  22. Takashima N, Turin TC, Matsui K, Rumana N, Nakamura Y, Kadota A, Saito Y, Sugihara H, Morita Y, Ichikawa M, Hirose K, Kawakani K, Hamajima N, Miura K, Ueshima H, Kita Y (2014) The relationship of brachial-ankle pulse wave velocity to future cardiovascular disease events in the general Japanese population: the Takashima study. J Hum Hypertens 28(5):323–327. doi:10.1038/jhh.2013.103

    Article  CAS  PubMed  Google Scholar 

  23. Blacher J, Guerin AP, Pannier B, Marchais SJ, Safar ME, London GM (1999) Impact of aortic stiffness on survival in end-stage renal disease. circulation 99(18):2434–2439. doi:10.1161/01.cir.99.18.2434

    Article  CAS  PubMed  Google Scholar 

  24. Yamashina A, Tomiyama H, Takeda K, Tsuda H, Arai T, Hirose K, Koji Y, Hori S, Yamamoto Y (2002) Validity, reproducibility, and clinical significance of noninvasive brachial-ankle pulse wave velocity measurement. Hypertens Res 25(3):359–364. doi:10.1291/hypres.25.359

    Article  PubMed  Google Scholar 

  25. Blacher J, Asmar R, Djane S, London GM, Safar ME (1999) Aortic pulse wave velocity as a marker of cardiovascular risk in hypertensive patients. Hypertension 33(5):1111–1117. doi:10.1161/01.hyp.33.5.1111

    Article  CAS  PubMed  Google Scholar 

  26. Wirch JL, Wolfe LA, Weissgerber TL, Davies GA (2006) Cold pressor test protocol to evaluate cardiac autonomic function. Appl Physiol Nutr Metab 31(3):235–243. doi:10.1139/h05-018

    Article  PubMed  Google Scholar 

  27. Silverthorn DU, Michael J (2013) Cold stress and the cold pressor test. Adv Physiol Educ 37(1):93–96. doi:10.1152/advan.00002.2013

    Article  PubMed  Google Scholar 

  28. Parati G, Ochoa JE, Lombardi C, Bilo G (2013) Assessment and management of blood-pressure variability. Nat Rev Cardiol 10(3):143–155. doi:10.1038/nrcardio.2013.1

    Article  PubMed  Google Scholar 

  29. Rothwell PM, Howard SC, Dolan E, O’Brien E, Dobson JE, Dahlöf B, Sever PS, Poulter NR (2010) Prognostic significance of visit-to-visit variability, maximum systolic blood pressure, and episodic hypertension. Lancet 375(9718):895–905. doi:10.1016/S0140-6736(10)60308-X

    Article  PubMed  Google Scholar 

  30. Gomez-Marcos MA, Recio-Rodriguez JI, Patino-Alonso MC, Gomez-Sanchez L, Agudo-Conde C, Gomez-Sanchez M, Rodriguez-Sanchez E, Garcia-Ortiz L, Vasorisk G (2012) Ambulatory arterial stiffness indices and target organ damage in hypertension. BMC Cardiovasc Disord 12:1. doi:10.1186/1471-2261-12-1

    Article  PubMed  PubMed Central  Google Scholar 

  31. Electrophysiology TFotESoCtNASoP (1996) Heart rate variability: standards of measurement, physiological interpretation, and clinical use. Circulation 93(5):1043–1065. doi:10.1161/01.cir.93.5.1043

    Article  Google Scholar 

  32. Manios E, Michas F, Stamatelopoulos K, Barlas G, Koroboki E, Tsouma I, Vemmos K, Zakopoulos N (2014) Short-term beat-to-beat but not ambulatory blood pressure variability is correlated to carotid intima-media thickness. Blood Press Monit 19(5):288–293. doi:10.1097/MBP.0000000000000062

    Article  PubMed  Google Scholar 

  33. Stauss HM (2007) Identification of blood pressure control mechanisms by power spectral analysis. Clin Exp Pharmacol Physiol 34(4):362–368. doi:10.1111/j.1440-1681.2007.04588.x

    Article  CAS  PubMed  Google Scholar 

  34. Liu Q, Poon CCY, Zhang YT (2011) Time?–frequency analysis of variabilities of heart rate, systolic blood pressure and pulse transit time before and after exercise using the recursive autoregressive model. Biomedical Signal Process Control 6(4):364–369. doi:10.1016/j.bspc.2011.03.009

    Article  Google Scholar 

  35. Hashimoto J, Ito S (2013) Aortic stiffness determines diastolic blood flow reversal in the descending thoracic aorta: potential implication for retrograde embolic stroke in hypertension. Hypertension 62(3):542–549. doi:10.1161/hypertensionaha.113.01318

    Article  CAS  PubMed  Google Scholar 

  36. Karras A, Haymann JP, Bozec E, Metzger M, Jacquot C, Maruani G, Houillier P, Froissart M, Stengel B, Guardiola P, Laurent S, Boutouyrie P, Briet M, Nephro Test Study G (2012) Large artery stiffening and remodeling are independently associated with all-cause mortality and cardiovascular events in chronic kidney disease. Hypertension 60(6):1451–1457. doi:10.1161/HYPERTENSIONAHA.112.197210

    Article  CAS  PubMed  Google Scholar 

  37. Kikuya M, Ohkubo T, Metoki H, Asayama K, Hara A, Obara T, Inoue R, Hoshi H, Hashimoto J, Totsune K, Satoh H, Imai Y (2008) Day-by-day variability of blood pressure and heart rate at home as a novel predictor of prognosis: the Ohasama study. Hypertension 52(6):1045–1050. doi:10.1161/HYPERTENSIONAHA.107.104620

    Article  CAS  PubMed  Google Scholar 

  38. Kaess BM, Rong J, Larson MG et al (2012) Aortic stiffness, blood pressure progression, and incident hypertension. JAMA 308(9):875–881. doi:10.1001/2012.jama.10503

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  39. Schillaci G, Bilo G, Pucci G, Laurent S, Macquin-Mavier I, Boutouyrie P, Battista F, Settimi L, Desamericq G, Dolbeau G, Faini A, Salvi P, Mannarino E, Parati G (2012) Relationship between short-term blood pressure variability and large-artery stiffness in human hypertension: findings from 2 large databases. Hypertension 60(2):369–377. doi:10.1161/HYPERTENSIONAHA.112.197491

    Article  CAS  PubMed  Google Scholar 

  40. Mancia G, Parati G, Pomidossi G, Casadei R, Di Rienzo M, Zanchetti A (1986) Arterial baroreflexes and blood pressure and heart rate variabilities in humans. Hypertension 8(2):147–153. doi:10.1161/01.hyp.8.2.147

    Article  CAS  PubMed  Google Scholar 

  41. Mancia G, Grassi G (2000) Mechanisms and clinical implications of blood pressure variability. J Cardiovasc Pharmacol 35 (0160-2446 (Print)):S15–S19. doi:10.1097/00005344-200000004-00003

  42. Garcia-Garcia A, Garcia-Ortiz L, Recio-Rodriguez JI, Patino-Alonso MC, Agudo-Conde C, Rodriguez-Sanchez E, Gomez-Marcos MA (2013) Relationship of 24-h blood pressure variability with vascular structure and function in hypertensive patients. Blood Press Monit 18(2):101–106. doi:10.1097/MBP.0b013e32835ebc58

    Article  PubMed  Google Scholar 

  43. Kotsis V, Stabouli S, Karafillis I, Papakatsika S, Rizos Z, Miyakis S, Goulopoulou S, Parati G, Nilsson P (2011) Arterial stiffness and 24 h ambulatory blood pressure monitoring in young healthy volunteers: the early vascular ageing Aristotle University Thessaloniki study (EVA-ARIS Study). Atherosclerosis 219(1):194–199. doi:10.1016/j.atherosclerosis.2011.07.111

    Article  CAS  PubMed  Google Scholar 

  44. Parati G (2005) Blood pressure variability: its measurement and significance in hypertension. J Hypertens 23:S19–S25. doi:10.1007/s11906-006-0051-6

    Article  CAS  Google Scholar 

  45. Huisman H, Van Rooyen J, Malan N, Eloff F, Laubscher P, Steyn H, Pretorius P (2002) Cardiovascular reactivity patterns elicited by the cold pressor test as a function of aging. Aging Clin Exp Res 14(3):202–207. doi:10.1007/BF03324437

    Article  PubMed  Google Scholar 

  46. Hess KL, Wilson TE, Sauder CL, Gao Z, Ray CA, Monahan KD (2009) Aging affects the cardiovascular responses to cold stress in humans. J Appl Physiol 107(4):1076–1082. doi:10.1152/japplphysiol.00605.2009

    Article  PubMed  PubMed Central  Google Scholar 

  47. White LR, Juul R, Skaanes KO, Aasly J (2000) Cytokine enhancement of endothelin ET(B) receptor-mediated contraction in human temporal artery. Eur J Pharmacol 406(1):117–122. doi:10.1016/S0014-2999(00)00642-7

    Article  CAS  PubMed  Google Scholar 

  48. Kim K-I, Lee J-H, Chang H-J, Cho Y-S, Youn T-J, Chung W-Y, Chae I-H, Choi D-J, Park KU, Kim C-H (2008) Association between blood pressure variability and inflammatory marker in hypertensive patients. Circ J 72(2):293–298. doi:10.1253/circj.72.293

    Article  CAS  PubMed  Google Scholar 

  49. Sa Cunha R, Pannier B, Benetos A, London GM, Mallion JM, Safar ME (1997) Association between high heart rate and high arterial rigidity in normotensive and hypertensive subjects. J Hypertens 15(12 Pt 1):1423–1430

    Article  CAS  PubMed  Google Scholar 

  50. Palatini P, Benetos A, Grassi G, Julius S, Kjeldsen SE, Mancia G, Narkiewicz K, Parati G, Pessina AC, Ruilope LM, Zanchetti A (2006) Identification and management of the hypertensive patient with elevated heart rate: statement of a European Society of Hypertension Consensus Meeting. J Hypertens 24(4):603–610. doi:10.1097/01.hjh.0000217838.49842.1e

    Article  CAS  PubMed  Google Scholar 

  51. Chatzizisis YS, Coskun AU, Jonas M, Edelman ER, Feldman CL, Stone PH (2007) Role of endothelial shear stress in the natural history of coronary atherosclerosis and vascular remodeling: molecular, cellular, and vascular behavior. J Am Coll Cardiol 49(25):2379–2393. doi:10.1016/j.jacc.2007.02.059

    Article  CAS  PubMed  Google Scholar 

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Acknowledgments

This work was supported partly by the Technology Planning Project of Guangdong Province (2013A022100036, 2014A020212257), the China Postdoctoral Science Foundation (201003745), Shenzhen innovation funding (JCYJ20140901003939025), Guangdong Image-guided Therapy Innovation Team (2011S013) and the Key Lab for Health Informatics of Chinese Academy of Sciences.

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Correspondence to Wan-Hua Lin.

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Lin Xu, Hongqiang Lei and Jian Qiu have contributed equally to this work.

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Xu, L., Lei, H., Qiu, J. et al. Correlation between beat-to-beat blood pressure variability and arterial stiffness in healthy adults in the cold pressor test. Australas Phys Eng Sci Med 39, 977–985 (2016). https://doi.org/10.1007/s13246-015-0378-x

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