Abstract
Atrial fibrillation (AF) is the most common heart rhythm disorder, especially in people over the age of 50, which affects more than 40 million people worldwide. Many studies have highlighted the association between hypertension with the development of AF. Blood pressure variability (BPV) is a dynamic size obtained by recording blood pressure oscillations using specific readings and at specific time intervals. A multitude of internal and external factors shape BPV while at the same time constituting a common pathogenetic pathway with the development of AF. Until recently, BPV has been applied exclusively in preclinical and clinical studies, without significant implications in clinical practice. Indeed, even from the research side, the determination of BPV is limited to patients without AF due to doubts about the accuracy of its measurement methods in patients with AF. In this review, we present the current evidence on common pathogenic pathways between BPV and AF, the reliability of quantification of BPV in patients with AF, the prognostic role of BPV in these patients, and discuss the future clinical implications of BPV in patients with AF.
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References
Ushigome E, Fukui M, Hamaguchi M, Tanaka T, Atsuta H, Mogami S, et al. Factors affecting variability in home blood pressure in patients with type 2 diabetes: post hoc analysis of a cross-sectional multicenter study. J Hum Hypertens. 2014;28:594–9.
Parati G, Ochoa JE, Lombardi C, Bilo G. Assessment and management of blood-pressure variability. Nat Rev Cardiol. 2013;10:143–55.
Stergiou GS, Kyriakoulis KG, Kollias A. Office blood pressure measurement types: Different methodology-Different clinical conclusions. J Clin Hypertens. 2018;20:1683–5.
Cremer A, Doublet J, Boulestreau R, Gaudissard J, Tzourio C, Gosse P. Short-term blood pressure variability, arterial stiffness, and cardiovascular events: results from the Bordeaux cohort. J Hypertens. 2021;39:947–51.
Irigoyen M-C, De Angelis K, Dos Santos F, Dartora DR, Rodrigues B, Consolim-Colombo FM. Hypertension, blood pressure variability, and target organ lesion. Curr Hypertens Rep. 2016;18:31.
Wang J, Shi X, Ma C, Zheng H, Xiao J, Bian H, et al. Visit-to-visit blood pressure variability is a risk factor for all-cause mortality and cardiovascular disease. J Hypertens. 2017;35:10–17.
de Heus RAA, Tzourio C, Lee EJL, Opozda M, Vincent AD, Anstey KJ, et al. Association between blood pressure variability with dementia and cognitive impairment: a systematic review and meta-analysis. Hypertension. 2021;78:1478–89.
Madden JM, O’Flynn AM, Fitzgerald AP, Kearney PM. Correlation between short-term blood pressure variability and left-ventricular mass index: a meta-analysis. Hypertens Res. 2016;39:171–7.
Webb AJ, Fischer U, Mehta Z, Rothwell PM. Effects of antihypertensive-drug class on interindividual variation in blood pressure and risk of stroke: a systematic review and meta-analysis. Lancet. 2010;375:906–15.
Stevens SL, Wood S, Koshiaris C, Law K, Glasziou P, Stevens RJ, et al. Blood pressure variability and cardiovascular disease: systematic review and meta-analysis. BMJ. 2016;354:i4098.
Tsioufis C, Konstantinidis D, Nikolakopoulos I, Vemmou E, Kalos T, Georgiopoulos G, et al. Biomarkers of atrial fibrillation in hypertension. Curr Med Chem. 2019;26:888–97.
Schoonderwoerd BA, Van Gelder IC, Van Veldhuisen DJ, Van den Berg MP, Crijns HJGM. Electrical and structural remodeling: role in the genesis and maintenance of atrial fibrillation. Prog Cardiovasc Dis. 2005;48:153–68.
Alkhouli M, Friedman PA. Ischemic stroke risk in patients with nonvalvular atrial fibrillation: JACC review topic of the week. J Am Coll Cardiol. 2019;74:3050–65.
Lee S-R, Choi Y-J, Choi E-K, Han K-D, Lee E, Cha M-J, et al. Blood pressure variability and incidence of new-onset atrial fibrillation: a nationwide population-based study. Hypertension. 2020;75:309–15.
Su H, Guo Z. Accuracy of non-invasive blood pressure measurement in patients with atrial fibrillation. J Hum Hypertens. 2022;36:229–34.
Sykes D, Dewar R, Mohanaruban K, Donovan K, Nicklason F, Thomas DM, et al. Measuring blood pressure in the elderly: does atrial fibrillation increase observer variability? BMJ. 1990;300:162–3.
Kodani E. Is atrial fibrillation a suitable target for studies on blood pressure variability? Hypertens Res. 2024. https://doi.org/10.1038/s41440-024-01638-2.
Anastas ZM, Jimerson E, Garolis S. Comparison of noninvasive blood pressure measurements in patients with atrial fibrillation. J Cardiovasc Nurs. 2008;23:516–9.
Vázquez-Rodríguez B, Pita-Fernández S, Regueiro-López M, García-Pedreira D, Carro-Rodriguez MJ, Pérez-Rivas G, et al. Concordance between automatic and manual recording of blood pressure depending on the absence or presence of atrial fibrillation. Am J Hypertens. 2010;23:1089–94.
Šelmytė-Besusparė A, Barysienė J, Petrikonytė D, Aidietis A, Marinskis G, Laucevičius A. Auscultatory versus oscillometric blood pressure measurement in patients with atrial fibrillation and arterial hypertension. BMC Cardiovasc Disord. 2017;17:87.
Stergiou GS, Kollias A, Destounis A, Tzamouranis D. Automated blood pressure measurement in atrial fibrillation: a systematic review and meta-analysis. J Hypertens. 2012;30:2074–82.
Clark CE, McDonagh STJ, McManus RJ. Accuracy of automated blood pressure measurements in the presence of atrial fibrillation: systematic review and meta-analysis. J Hum Hypertens. 2019;33:352–64.
Pagonas N, Schmidt S, Eysel J, Compton F, Hoffmann C, Seibert F, et al. Impact of atrial fibrillation on the accuracy of oscillometric blood pressure monitoring. Hypertension. 2013;62:579–84.
Doménech M, Berruezo A, Molina I, Mont L, Coca A. Nighttime ambulatory blood pressure is associated with atrial remodelling and neurohormonal activation in patients with idiopathic atrial fibrillation. Rev Esp Cardiol. 2013;66:458–63.
Lakhal K, Ehrmann S, Martin M, Faiz S, Réminiac F, Cinotti R, et al. Blood pressure monitoring during arrhythmia: agreement between automated brachial cuff and intra-arterial measurements. Br J Anaesth. 2015;115:540–9.
Xie F, Xu J, Xia L-L, Luo X, Jiang Z, Wu Y, et al. The impact of atrial fibrillation on accuracy of oscillometric blood pressure measurement: effect of ventricular rate. Hypertens Res. 2020;43:518–24.
Parati G, Omboni S, Palatini P, Rizzoni D, Bilo G, Valentini M, et al. Italian society of hypertension guidelines for conventional and automated blood pressure measurement in the office, at home and over 24h. High Blood Press Cardiovasc Prev. 2008;15:283–310.
Tong H-Y, Fan W-G, Su H. The usefulness of 24-hour blood pressure monitoring for the patients with atrial fibrillation: based on the variability of blood pressure parameters. Blood Press Monit. 2020;25:22–5.
Lundwall K, Kahan T, Omboni S. Blood pressure in atrial fibrillation and in sinus rhythm during ambulatory blood pressure monitoring: data from the TEMPLAR project. Hypertens Res. 2023. https://doi.org/10.1038/s41440-023-01473-x.
Giantin V, Perissinotto E, Franchin A, Baccaglini K, Attanasio F, Maselli M, et al. Ambulatory blood pressure monitoring in elderly patients with chronic atrial fibrillation: is it absolutely contraindicated or a useful tool in clinical practice and research? Hypertens Res. 2013;36:889–94.
Pitzalis MV, Massari F, Forleo C, Fioretti A, Colombo R, Balducci C, et al. Respiratory systolic pressure variability during atrial fibrillation and sinus rhythm. Hypertension. 1999;34:1060–5.
Mainardi L, Corino V, Belletti S, Terranova P, Lombardi F. Low frequency component in systolic arterial pressure variability in patients with persistent atrial fibrillation. Auton Neurosc. 2009;151:147–53.
Dzeshka MS, Shahid F, Shantsila A, Lip GYH. Hypertension and atrial fibrillation: an intimate association of epidemiology, pathophysiology, and outcomes. Am J Hypertens. 2017;30:733–55.
Tsigkas G, Apostolos A, Despotopoulos S, Vasilagkos G, Kallergis E, Leventopoulos G, et al. Heart failure and atrial fibrillation: new concepts in pathophysiology, management, and future directions. Heart Fail Rev. 2021. https://doi.org/10.1007/s10741-021-10133-6.
Zanutto BS, Valentinuzzi ME, Segura ET. Neural set point for the control of arterial pressure: role of the nucleus tractus solitarius. Biomed Eng Online. 2010;9:4.
Mancia G, Parati G, Pomidossi G, Casadei R, Di Rienzo M, Zanchetti A. Arterial baroreflexes and blood pressure and heart rate variabilities in humans. Hypertension. 1986;8:147–53.
Hesse C, Charkoudian N, Liu Z, Joyner MJ, Eisenach JH. Baroreflex sensitivity inversely correlates with ambulatory blood pressure in healthy normotensive humans. Hypertension. 2007;50:41–6.
Coleman TG, Guyton AC, Cowley AWJ, Bower JD, Norman RAJ, Manning RDJ. Feedback mechanisms of arterial pressure control. Contrib Nephrol. 1977;8:5–12.
MCCUBBIN JW, GREEN JH, PAGE IH. Baroceptor function in chronic renal hypertension. Circ Res. 1956;4:205–10.
Lohmeier TE. The sympathetic nervous system and long-term blood pressure regulation. Am J Hypertens. 2001;14:147S–154S.
Hunt BE, Fahy L, Farquhar WB, Taylor JA. Quantification of mechanical and neural components of vagal baroreflex in humans. Hypertension. 2001;37:1362–8.
Miyoshi M, Kondo H, Ishii Y, Shinohara T, Yonezu K, Harada T, et al. Baroreflex sensitivity in patients with atrial fibrillation. J Am Heart Assoc. 2020;9:e018019.
Kondo H, Shinohara T, Fukui A, Miyoshi M, Ishii Y, Otsubo T, et al. Possible role of baroreflex sensitivity in patients with paroxysmal atrial fibrillation. JACC Clin Electrophysiol. 2019;5:523–5.
Kiedrowicz RM, Wielusinski M, Zakrzewski M, Kazmierczak J. Does a vagal response indicate cardiac autonomic modulation and improve the therapeutic effect of pulmonary vein isolation in patients with paroxysmal atrial fibrillation? Insights from cryoballoon ablation. J Cardiovasc Dev Dis. 2022;9:142.
Sohns C, Marrouche NF. Atrial fibrillation and cardiac fibrosis. Eur Heart J. 2020;41:1123–31.
Chapleau MW, Cunningham JT, Sullivan MJ, Wachtel RE, Abboud FM. Structural versus functional modulation of the arterial baroreflex. Hypertension. 1995;26:341–7.
Sega R, Corrao G, Bombelli M, Beltrame L, Facchetti R, Grassi G, et al. Blood pressure variability and organ damage in a general population: results from the PAMELA study (Pressioni Arteriose Monitorate E Loro Associazioni). Hypertension. 2002;39:710–4.
Roman MJ, Pickering TG, Schwartz JE, Pini R, Devereux RB. Relation of blood pressure variability to carotid atherosclerosis and carotid artery and left ventricular hypertrophy. Arterioscler Thromb Vasc Biol. 2001;21:1507–11.
Zhang Y, Agnoletti D, Blacher J, Safar ME. Blood pressure variability in relation to autonomic nervous system dysregulation: the X-CELLENT study. Hypertens Res. 2012;35:399–403.
Linz D, Elliott AD, Hohl M, Malik V, Schotten U, Dobrev D, et al. Role of autonomic nervous system in atrial fibrillation. Int J Cardiol. 2019;287:181–8.
Leventopoulos G, Koros R, Travlos C, Perperis A, Chronopoulos P, Tsoni E, et al. Mechanisms of atrial fibrillation: how our knowledge affects clinical practice. Life. 2023;13. https://doi.org/10.3390/life13061260.
Park J-S, Shin J-H, Park J-B, Choi D-J, Youn H-J, Park C-G, et al. Relationship between arterial stiffness and variability of home blood pressure monitoring. Medicine. 2020;99:e21227.
Cremer A, Lainé M, Papaioannou G, Yeim S, Gosse P. Increased arterial stiffness is an independent predictor of atrial fibrillation in hypertensive patients. J Hypertens. 2015;33:2150–5.
Tsiachris D, Tsioufis C, Dimitriadis K, Kokkinos P, Faselis C, Tousoulis D, et al. Relationship of ambulatory arterial stiffness index with blood pressure response to exercise in the early stages of hypertension. Blood Press Monit. 2010;15:132–8.
Kalaycioglu E, Gokdeniz T, Aykan AC, Hatem E, Gursoy OM, Cavusoglu G, et al. Ambulatory arterial stiffness index is associated with impaired left atrial mechanical functions in hypertensive diabetic patients: a speckle tracking study. Anatol J Cardiol. 2015;15:807–13.
Shimbo D, Shea S, McClelland RL, Viera AJ, Mann D, Newman J, et al. Associations of aortic distensibility and arterial elasticity with long-term visit-to-visit blood pressure variability: the Multi-Ethnic Study of Atherosclerosis (MESA). Am J Hypertens. 2013;26:896–902.
Maceira AM, Mohiaddin RH. Cardiovascular magnetic resonance in systemic hypertension. J Cardiovasc Magn Reson. 2012;14:28.
Oliver W, Matthews G, Ayers CR, Garg S, Gupta S, Neeland IJ, et al. Factors associated with left atrial remodeling in the general population. Circ Cardiovasc Imaging. 2017;10. https://doi.org/10.1161/CIRCIMAGING.116.005047.
Cipollini F, Arcangeli E, Seghieri G. Left atrial dimension is related to blood pressure variability in newly diagnosed untreated hypertensive patients. Hypertens Res. 2016;39:583–7.
Tadic M, Cuspidi C, Ilic I, Suzic-Lazić J, Zivanovic V, Jozika L, et al. The relationship between blood pressure variability, obesity and left atrial phasic function in hypertensive population. Int J Cardiovasc Imaging. 2016;32:603–12.
Norioka N, Iwata S, Ito A, Tamura S, Kawai Y, Nonin S, et al. Greater nighttime blood pressure variability is associated with left atrial enlargement in atrial fibrillation patients with preserved ejection fraction. Hypertens Res. 2018;41:614–21.
Murat S, Velipasaoglu M, Murat B, Al A, Cicek S, Cavusoglu Y. Left atrial structure and function: association with blood pressure variability in pregnant women. Blood Press Monit. 2023;28:42–6.
Cioffi G, Faggiano P, Vizzardi E, Tarantini L, Cramariuc D, Gerdts E, et al. Prognostic effect of inappropriately high left ventricular mass in asymptomatic severe aortic stenosis. Heart. 2011;97:301–7.
Kudo H, Kai H, Kajimoto H, Koga M, Takayama N, Mori T, et al. Exaggerated blood pressure variability superimposed on hypertension aggravates cardiac remodeling in rats via angiotensin II system-mediated chronic inflammation. Hypertension. 2009;54:832–8.
Jehn M, Appel LJ, Sacks FM, Miller ER 3rd. The effect of ambient temperature and barometric pressure on ambulatory blood pressure variability. Am J Hypertens. 2002;15:941–5.
Hintsala HE, Kiviniemi AM, Antikainen R, Mäntysaari M, Jokelainen J, Hassi J, et al. High home blood pressure variability associates with exaggerated blood pressure response to cold stress. Am J Hypertens. 2019;32:538–46.
Comelli I, Ferro J, Lippi G, Comelli D, Sartori E, Cervellin G. Incidence of acute-onset atrial fibrillation correlates with air temperature. Results of a nine-year survey. J Epidemiol Glob Health. 2014;4:151–7.
Severino P, Mariani MV, Maraone A, Piro A, Ceccacci A, Tarsitani L, et al. Triggers for atrial fibrillation: the role of anxiety. Cardiol Res Pract. 2019;2019:1–5.
Dewland TA, Vittinghoff E, Harris TB, Magnani JW, Liu Y, Hsu F-C, et al. Inflammation as a mediator of the association between race and atrial fibrillation. JACC Clin Electrophysiol. 2015;1:248–55.
Takahashi N, Kume O, Wakisaka O, Fukunaga N, Teshima Y, Hara M, et al. Novel strategy to prevent atrial fibrosis and fibrillation. Circ J. 2012;76:2318–26.
Alqaqa A. Anxiety and atrial fibrillation: an interesting bidirectional association. Current Trends Cardiol. 2017;01. https://doi.org/10.35841/cardiology.1.1.15-18.
Murck H, Held K, Ziegenbein M, Künzel H, Koch K, Steiger A. The renin-angiotensin-aldosterone system in patients with depression compared to controls – a sleep endocrine study. BMC Psychiatry. 2003;3:15.
Parati G, Bilo G, Kollias A, Pengo M, Ochoa JE, Castiglioni P, et al. Blood pressure variability: methodological aspects, clinical relevance and practical indications for management - a European Society of Hypertension position paper ∗. J Hypertens. 2023;41:527–44.
Esler M, Eikelis N, Schlaich M, Lambert G, Alvarenga M, Kaye D, et al. Human sympathetic nerve biology. Ann N Y Acad Sci. 2008;1148:338–48.
Rajendran P, Rengarajan T, Thangavel J, Nishigaki Y, Sakthisekaran D, Sethi G, et al. The vascular endothelium and human diseases. Int J Biol Sci. 2013;9:1057–69.
Farah VMA, Joaquim LF, Bernatova I, Morris M. Acute and chronic stress influence blood pressure variability in mice. Physiol Behav. 2004;83:135–42.
Lin Y-P, Fan C-H, Tsai K-Z, Lin K-H, Han C-L, Lin G-M. Psychological stress and long-term blood pressure variability of military young males: the cardiorespiratory fitness and hospitalization events in armed forces study. World J Cardiol. 2020;12:626–33.
Proietti M, Romiti GF, Olshansky B, Lip GYH. Systolic blood pressure visit-to-visit variability and major adverse outcomes in atrial fibrillation: the AFFIRM study (Atrial Fibrillation Follow-Up Investigation of Rhythm Management). Hypertension. 2017;70:949–58.
Kim M, Cho MS, Nam G-B, Do U, Kim J, Choi K-J. Controlled level and variability of systolic blood pressure on the risk of thromboembolic events in atrial fibrillation and hypertension. Am J Cardiol. 2022;180:37–43.
Tsigkas G, Apostolos A, Despotopoulos S, Vasilagkos G, Papageorgiou A, Kallergis E, et al. Anticoagulation for atrial fibrillation in heart failure patients: balancing between Scylla and Charybdis. J Geriatr Cardiol. 2021;18:352–61.
Kronish IM, Lynch AI, Oparil S, Whittle J, Davis BR, Simpson LM, et al. The association between antihypertensive medication nonadherence and visit-to-visit variability of blood pressure: findings from the antihypertensive and lipid-lowering treatment to prevent heart attack trial. Hypertension. 2016;68:39–45.
Kodani E, Inoue H, Atarashi H, Okumura K, Yamashita T, Otsuka T, et al. Impact of blood pressure visit-to-visit variability on adverse events in patients with nonvalvular atrial fibrillation: subanalysis of the J-RHYTHM registry. J Am Heart Assoc. 2021;10:e018585.
Chichareon P, Methavigul K, Lip GYH, Krittayaphong R. Systolic blood pressure visit-to-visit variability and outcomes in Asian patients with atrial fibrillation. Hypertens Res. 2024. https://doi.org/10.1038/s41440-024-01592-z
Olbers J, Gille A, Ljungman P, Rosenqvist M, Östergren J, Witt N. High beat-to-beat blood pressure variability in atrial fibrillation compared to sinus rhythm. Blood Press. 2018;27:249–55.
Webb AJS, Rothwell PM. Blood pressure variability and risk of new-onset atrial fibrillation: a systematic review of randomized trials of antihypertensive drugs. Stroke. 2010;41:2091–3.
Mehlum MH, Liestøl K, Wyller TB, Hua TA, Rostrup M, Berge E. Blood pressure variability in hypertensive patients with atrial fibrillation in the VALUE trial. Blood Press. 2019;28:77–83.
Wang C, Sun Y, Xin Q, Han X, Cai Z, Zhao M, et al. Visit-to-visit SBP variability and risk of atrial fibrillation in middle-aged and older populations. J Hypertens. 2022;40:2521–7.
Lee S-R, Choi E-K, Han K-D, Lee S-H, Oh S. Effect of the variability of blood pressure, glucose level, total cholesterol level, and body mass index on the risk of atrial fibrillation in a healthy population. Heart Rhythm. 2020;17:12–19.
Kaze AD, Yuyun MF, Fonarow GC, Echouffo-Tcheugui JB. Blood pressure variability and risk of atrial fibrillation in adults with type 2 diabetes. JACC Adv. 2023;2. https://doi.org/10.1016/j.jacadv.2023.100382.
Maezono A, Sakata S, Hata J, Oishi E, Furuta Y, Shibata M, et al. Day-to-day home blood pressure variability and risk of atrial fibrillation in a general Japanese population: the Hisayama Study. Eur J Prev Cardiol. 2024. https://doi.org/10.1093/eurjpc/zwae035.
Mahfouz RA, El-Shetry M, Frere A, Safwat M. Blood pressure variability and atrial fibrillation in patients with acute ST segment elevation myocardial infarction: the relation with left atrial electromechanical delay - a 1-year follow-up study. Pulse. 2020;8:57–65.
Kamioka M, Kaneshiro T, Hijioka N, Amami K, Nodera M, Yamada S, et al. Visit-to-visit blood pressure variability predicts atrial fibrillation recurrence after pulmonary vein isolation in patients with hypertension and atrial fibrillation. Circ Rep. 2021;3:187–93.
Sheikh AB, Sobotka PA, Garg I, Dunn JP, Minhas AMK, Shandhi MMH, et al. Blood pressure variability in clinical practice: past, present and the future. J Am Heart Assoc. 2023;12:e029297.
Di Cori A, Parollo M, Fiorentini F, Della Volpe S, Mazzocchetti L, Barletta V, et al. Feasibility and accuracy of noninvasive continuous arterial pressure monitoring during transcatheter atrial fibrillation ablation. J Clin Med. 2023;12. https://doi.org/10.3390/jcm12062388.
Han M, Lee Y-R, Park T, Ihm S-H, Pyun WB, Burkard T, et al. Feasibility and measurement stability of smartwatch-based cuffless blood pressure monitoring: a real-world prospective observational study. Hypertens Res. 2023;46:922–31.
Huang P-H, Huang C-C, Lin S-J, Chen J-W. Prediction of atrial fibrillation in patients with hypertension: A comprehensive comparison of office and ambulatory blood pressure measurements. J Clin Hypertens. 2022;24:838–47.
Omboni S, Kario K, Bakris G, Parati G. Effect of antihypertensive treatment on 24-h blood pressure variability. J Hypertens. 2018;36:720–33.
Visco V, Izzo C, Mancusi C, Rispoli A, Tedeschi M, Virtuoso N, et al. Artificial intelligence in hypertension management: an ace up your sleeve. J Cardiovasc Dev Dis. 2023;10. https://doi.org/10.3390/jcdd10020074.
Veloudi P, Sharman JE. Methodological factors affecting quantification of blood pressure variability: a scoping review. J Hypertens. 2018;36:711–9.
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Conceptualization: KK, CT. Methodology: KK, AA, VP, DT, KD. Data Collection: KK, AA, KP, PP, DT. Writing—Original Draft Preparation: KK, AA, PP. Writing—Review and Editing: KK, KP, CT, VP, KD. Supervision: CT.
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Konstantinou, K., Apostolos, A., Tsiachris, D. et al. Exploring the link between blood pressure variability and atrial fibrillation: current insights and future directions. J Hum Hypertens 38, 583–594 (2024). https://doi.org/10.1038/s41371-024-00936-z
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DOI: https://doi.org/10.1038/s41371-024-00936-z