Skip to main content
Top
Published in: The International Journal of Cardiovascular Imaging 10/2016

01-10-2016 | Original Paper

Associations between elevated resting heart rate and subclinical atherosclerosis in asymptomatic Korean adults undergoing coronary artery calcium scoring

Authors: Donghee Han, Ji Hyun Lee, Asim Rizvi, Lohendran Baskaran, Hyo Eun Park, Su-Yeon Choi, Eun Ju Chun, Jidong Sung, Sung Hak Park, Hae-Won Han, James K. Min, Hyuk-Jae Chang, Bríain ó Hartaigh

Published in: The International Journal of Cardiovascular Imaging | Issue 10/2016

Login to get access

Abstract

Elevated resting heart rate (RHR) and the presence of coronary artery calcium (CAC) are closely related with inflammatory activity and cardiovascular disease outcomes. To date, however, the relationship between a high RHR and CAC has not been well studied, especially in non-western populations. We therefore aimed to examine the cross-sectional relationship between high RHR and the burden of subclinical atherosclerosis as measured by CAC score in a large sample of Korean adults. A total 26,018 subjects were enrolled and underwent CAC screening as part of a broader general health examination. RHR was categorized into four groups as: <60, 60–69, 70–79, and ≥80 beats per minute. Multivariable logistic regression models were employed to estimate the odds of having a CAC score of either >0, >100, or >400 based on RHR. Mean age of the study population was 53.9 ± 8.2 years, and 79.7 % were male. After adjustment, each 10 beat per minute increment in RHR was associated with greater odds of having a CAC score above 100 (OR 1.13, 95 % CI 1.08–1.18) or 400 (OR 1.22, 95 % CI 1.13–1.31). Likewise, following adjustment, the odds of having a CAC >100 or >400 for those with a RHR ≥80 beats per minute were 1.42 (95 % CI 1.19–1.69) and 1.86 (95 % CI 1.42–2.47), respectively, compared with those who had a RHR <60 beats per minute. In a large cohort of Korean adults, elevations in the RHR, particularly above 80 beats per minute, were found to be independently associated with the presence of subclinical atherosclerosis as measured by CAC scoring.
Literature
1.
go back to reference Palatini P, Julius S (1997) Association of tachycardia with morbidity and mortality: pathophysiological considerations. J Hum Hypertens 11(Suppl 1):S19–S27PubMed Palatini P, Julius S (1997) Association of tachycardia with morbidity and mortality: pathophysiological considerations. J Hum Hypertens 11(Suppl 1):S19–S27PubMed
2.
3.
go back to reference o Hartaigh B, Bosch JA, Pilz S, Loerbroks A, Kleber ME, Grammer TB, Fischer JE, Boehm BO, Thomas GN, Marz W (2012) Influence of resting heart rate on mortality in patients undergoing coronary angiography (from the Ludwigshafen Risk and Cardiovascular Health [LURIC] study). Am J Cardiol 110(4):515–520. doi:10.1016/j.amjcard.2012.03.050 CrossRefPubMed o Hartaigh B, Bosch JA, Pilz S, Loerbroks A, Kleber ME, Grammer TB, Fischer JE, Boehm BO, Thomas GN, Marz W (2012) Influence of resting heart rate on mortality in patients undergoing coronary angiography (from the Ludwigshafen Risk and Cardiovascular Health [LURIC] study). Am J Cardiol 110(4):515–520. doi:10.​1016/​j.​amjcard.​2012.​03.​050 CrossRefPubMed
4.
go back to reference Mancia G, De Backer G, Dominiczak A, Cifkova R, Fagard R, Germano G, Grassi G, Heagerty AM, Kjeldsen SE, Laurent S, Narkiewicz K, Ruilope L, Rynkiewicz A, Schmieder RE, Boudier HA, Zanchetti A (2007) 2007 ESH-ESC practice guidelines for the management of arterial hypertension: ESH-ESC task force on the management of arterial hypertension. J Hypertens 25(9):1751–1762. doi:10.1097/HJH.0b013e3282f0580f CrossRefPubMed Mancia G, De Backer G, Dominiczak A, Cifkova R, Fagard R, Germano G, Grassi G, Heagerty AM, Kjeldsen SE, Laurent S, Narkiewicz K, Ruilope L, Rynkiewicz A, Schmieder RE, Boudier HA, Zanchetti A (2007) 2007 ESH-ESC practice guidelines for the management of arterial hypertension: ESH-ESC task force on the management of arterial hypertension. J Hypertens 25(9):1751–1762. doi:10.​1097/​HJH.​0b013e3282f0580f​ CrossRefPubMed
5.
6.
go back to reference Dzau VJ (2001) Theodore Cooper Lecture: tissue angiotensin and pathobiology of vascular disease: a unifying hypothesis. Hypertension 37(4):1047–1052CrossRefPubMed Dzau VJ (2001) Theodore Cooper Lecture: tissue angiotensin and pathobiology of vascular disease: a unifying hypothesis. Hypertension 37(4):1047–1052CrossRefPubMed
7.
go back to reference Feldman CL, Ilegbusi OJ, Hu Z, Nesto R, Waxman S, Stone PH (2002) Determination of in vivo velocity and endothelial shear stress patterns with phasic flow in human coronary arteries: a methodology to predict progression of coronary atherosclerosis. Am Heart J 143(6):931–939CrossRefPubMed Feldman CL, Ilegbusi OJ, Hu Z, Nesto R, Waxman S, Stone PH (2002) Determination of in vivo velocity and endothelial shear stress patterns with phasic flow in human coronary arteries: a methodology to predict progression of coronary atherosclerosis. Am Heart J 143(6):931–939CrossRefPubMed
10.
go back to reference Agatston AS, Janowitz WR, Hildner FJ, Zusmer NR, Viamonte M Jr, Detrano R (1990) Quantification of coronary artery calcium using ultrafast computed tomography. J Am Coll Cardiol 15(4):827–832CrossRefPubMed Agatston AS, Janowitz WR, Hildner FJ, Zusmer NR, Viamonte M Jr, Detrano R (1990) Quantification of coronary artery calcium using ultrafast computed tomography. J Am Coll Cardiol 15(4):827–832CrossRefPubMed
11.
go back to reference Wexler L, Brundage B, Crouse J, Detrano R, Fuster V, Maddahi J, Rumberger J, Stanford W, White R, Taubert K (1996) Coronary artery calcification: pathophysiology, epidemiology, imaging methods, and clinical implications. A statement for health professionals from the American Heart Association. Writing Group. Circulation 94(5):1175–1192CrossRefPubMed Wexler L, Brundage B, Crouse J, Detrano R, Fuster V, Maddahi J, Rumberger J, Stanford W, White R, Taubert K (1996) Coronary artery calcification: pathophysiology, epidemiology, imaging methods, and clinical implications. A statement for health professionals from the American Heart Association. Writing Group. Circulation 94(5):1175–1192CrossRefPubMed
12.
go back to reference Rumberger JA, Simons DB, Fitzpatrick LA, Sheedy PF, Schwartz RS (1995) Coronary artery calcium area by electron-beam computed tomography and coronary atherosclerotic plaque area. A histopathologic correlative study. Circulation 92(8):2157–2162CrossRefPubMed Rumberger JA, Simons DB, Fitzpatrick LA, Sheedy PF, Schwartz RS (1995) Coronary artery calcium area by electron-beam computed tomography and coronary atherosclerotic plaque area. A histopathologic correlative study. Circulation 92(8):2157–2162CrossRefPubMed
13.
go back to reference Sangiorgi G, Rumberger JA, Severson A, Edwards WD, Gregoire J, Fitzpatrick LA, Schwartz RS (1998) Arterial calcification and not lumen stenosis is highly correlated with atherosclerotic plaque burden in humans: a histologic study of 723 coronary artery segments using nondecalcifying methodology. J Am Coll Cardiol 31(1):126–133CrossRefPubMed Sangiorgi G, Rumberger JA, Severson A, Edwards WD, Gregoire J, Fitzpatrick LA, Schwartz RS (1998) Arterial calcification and not lumen stenosis is highly correlated with atherosclerotic plaque burden in humans: a histologic study of 723 coronary artery segments using nondecalcifying methodology. J Am Coll Cardiol 31(1):126–133CrossRefPubMed
16.
go back to reference Taylor AJ, Bindeman J, Feuerstein I, Cao F, Brazaitis M, O’Malley PG (2005) Coronary calcium independently predicts incident premature coronary heart disease over measured cardiovascular risk factors: mean three-year outcomes in the Prospective Army Coronary Calcium (PACC) project. J Am Coll Cardiol 46(5):807–814. doi:10.1016/j.jacc.2005.05.049 CrossRefPubMed Taylor AJ, Bindeman J, Feuerstein I, Cao F, Brazaitis M, O’Malley PG (2005) Coronary calcium independently predicts incident premature coronary heart disease over measured cardiovascular risk factors: mean three-year outcomes in the Prospective Army Coronary Calcium (PACC) project. J Am Coll Cardiol 46(5):807–814. doi:10.​1016/​j.​jacc.​2005.​05.​049 CrossRefPubMed
17.
go back to reference Detrano R, Guerci AD, Carr JJ, Bild DE, Burke G, Folsom AR, Liu K, Shea S, Szklo M, Bluemke DA, O’Leary DH, Tracy R, Watson K, Wong ND, Kronmal RA (2008) Coronary calcium as a predictor of coronary events in four racial or ethnic groups. N Engl J Med 358(13):1336–1345. doi:10.1056/NEJMoa072100 CrossRefPubMed Detrano R, Guerci AD, Carr JJ, Bild DE, Burke G, Folsom AR, Liu K, Shea S, Szklo M, Bluemke DA, O’Leary DH, Tracy R, Watson K, Wong ND, Kronmal RA (2008) Coronary calcium as a predictor of coronary events in four racial or ethnic groups. N Engl J Med 358(13):1336–1345. doi:10.​1056/​NEJMoa072100 CrossRefPubMed
18.
go back to reference Perk J, De Backer G, Gohlke H, Graham I, Reiner Z, Verschuren M, Albus C, Benlian P, Boysen G, Cifkova R, Deaton C, Ebrahim S, Fisher M, Germano G, Hobbs R, Hoes A, Karadeniz S, Mezzani A, Prescott E, Ryden L, Scherer M, Syvanne M, Scholte op Reimer WJ, Vrints C, Wood D, Zamorano JL, Zannad F (2012) European guidelines on cardiovascular disease prevention in clinical practice (version 2012). The Fifth Joint Task Force of the European Society of Cardiology and other societies on cardiovascular disease prevention in clinical practice (constituted by representatives of nine societies and by invited experts). Eur Heart J 33(13):1635–1701. doi:10.1093/eurheartj/ehs092 CrossRefPubMed Perk J, De Backer G, Gohlke H, Graham I, Reiner Z, Verschuren M, Albus C, Benlian P, Boysen G, Cifkova R, Deaton C, Ebrahim S, Fisher M, Germano G, Hobbs R, Hoes A, Karadeniz S, Mezzani A, Prescott E, Ryden L, Scherer M, Syvanne M, Scholte op Reimer WJ, Vrints C, Wood D, Zamorano JL, Zannad F (2012) European guidelines on cardiovascular disease prevention in clinical practice (version 2012). The Fifth Joint Task Force of the European Society of Cardiology and other societies on cardiovascular disease prevention in clinical practice (constituted by representatives of nine societies and by invited experts). Eur Heart J 33(13):1635–1701. doi:10.​1093/​eurheartj/​ehs092 CrossRefPubMed
19.
go back to reference Goff DC, Jr., Lloyd-Jones DM, Bennett G, Coady S, D’Agostino RB, Gibbons R, Greenland P, Lackland DT, Levy D, O’Donnell CJ, Robinson JG, Schwartz JS, Shero ST, Smith SC, Jr., Sorlie P, Stone NJ, Wilson PW, Jordan HS, Nevo L, Wnek J, Anderson JL, Halperin JL, Albert NM, Bozkurt B, Brindis RG, Curtis LH, DeMets D, Hochman JS, Kovacs RJ, Ohman EM, Pressler SJ, Sellke FW, Shen WK, Smith SC, Jr., Tomaselli GF, American College of Cardiology/American Heart Association Task Force on Practice Guidelines (2014) 2013 ACC/AHA guideline on the assessment of cardiovascular risk: a report of the American College of Cardiology/American Heart Association Task Force on Practice Guidelines. Circulation 129 (25 Suppl 2):S49–S73. doi:10.1161/01.cir.0000437741.48606.98 CrossRefPubMed Goff DC, Jr., Lloyd-Jones DM, Bennett G, Coady S, D’Agostino RB, Gibbons R, Greenland P, Lackland DT, Levy D, O’Donnell CJ, Robinson JG, Schwartz JS, Shero ST, Smith SC, Jr., Sorlie P, Stone NJ, Wilson PW, Jordan HS, Nevo L, Wnek J, Anderson JL, Halperin JL, Albert NM, Bozkurt B, Brindis RG, Curtis LH, DeMets D, Hochman JS, Kovacs RJ, Ohman EM, Pressler SJ, Sellke FW, Shen WK, Smith SC, Jr., Tomaselli GF, American College of Cardiology/American Heart Association Task Force on Practice Guidelines (2014) 2013 ACC/AHA guideline on the assessment of cardiovascular risk: a report of the American College of Cardiology/American Heart Association Task Force on Practice Guidelines. Circulation 129 (25 Suppl 2):S49–S73. doi:10.​1161/​01.​cir.​0000437741.​48606.​98 CrossRefPubMed
20.
21.
go back to reference Raaz-Schrauder D, Klinghammer L, Baum C, Frank T, Lewczuk P, Achenbach S, Cicha I, Stumpf C, Wiltfang J, Kornhuber J, Daniel WG, Garlichs CD (2012) Association of systemic inflammation markers with the presence and extent of coronary artery calcification. Cytokine 57(2):251–257. doi:10.1016/j.cyto.2011.11.015 CrossRefPubMed Raaz-Schrauder D, Klinghammer L, Baum C, Frank T, Lewczuk P, Achenbach S, Cicha I, Stumpf C, Wiltfang J, Kornhuber J, Daniel WG, Garlichs CD (2012) Association of systemic inflammation markers with the presence and extent of coronary artery calcification. Cytokine 57(2):251–257. doi:10.​1016/​j.​cyto.​2011.​11.​015 CrossRefPubMed
24.
go back to reference Budoff MJ, Nasir K, McClelland RL, Detrano R, Wong N, Blumenthal RS, Kondos G, Kronmal RA (2009) Coronary calcium predicts events better with absolute calcium scores than age-sex-race/ethnicity percentiles: MESA (Multi-Ethnic Study of Atherosclerosis). J Am Coll Cardiol 53(4):345–352. doi:10.1016/j.jacc.2008.07.072 CrossRefPubMedPubMedCentral Budoff MJ, Nasir K, McClelland RL, Detrano R, Wong N, Blumenthal RS, Kondos G, Kronmal RA (2009) Coronary calcium predicts events better with absolute calcium scores than age-sex-race/ethnicity percentiles: MESA (Multi-Ethnic Study of Atherosclerosis). J Am Coll Cardiol 53(4):345–352. doi:10.​1016/​j.​jacc.​2008.​07.​072 CrossRefPubMedPubMedCentral
25.
go back to reference Mohlenkamp S, Lehmann N, Schmermund A, Roggenbuck U, Moebus S, Dragano N, Bauer M, Kalsch H, Hoffmann B, Stang A, Brocker-Preuss M, Bohm M, Mann K, Jockel KH, Erbel R (2009) Association of exercise capacity and the heart rate profile during exercise stress testing with subclinical coronary atherosclerosis: data from the Heinz Nixdorf Recall study. Clin Res Cardiol 98(10):665–676. doi:10.1007/s00392-009-0054-9 CrossRefPubMed Mohlenkamp S, Lehmann N, Schmermund A, Roggenbuck U, Moebus S, Dragano N, Bauer M, Kalsch H, Hoffmann B, Stang A, Brocker-Preuss M, Bohm M, Mann K, Jockel KH, Erbel R (2009) Association of exercise capacity and the heart rate profile during exercise stress testing with subclinical coronary atherosclerosis: data from the Heinz Nixdorf Recall study. Clin Res Cardiol 98(10):665–676. doi:10.​1007/​s00392-009-0054-9 CrossRefPubMed
26.
go back to reference Rubin J, Blaha MJ, Budoff MJ, Rivera JJ, Shaw LJ, Blankstein R, Mallah MA, Carr JJ, Jones DL, Blumenthal RS, Nasir K (2012) The relationship between resting heart rate and incidence and progression of coronary artery calcification: the Multi-Ethnic Study of Atherosclerosis (MESA). Atherosclerosis 220(1):194–200. doi:10.1016/j.atherosclerosis.2011.06.033 CrossRefPubMed Rubin J, Blaha MJ, Budoff MJ, Rivera JJ, Shaw LJ, Blankstein R, Mallah MA, Carr JJ, Jones DL, Blumenthal RS, Nasir K (2012) The relationship between resting heart rate and incidence and progression of coronary artery calcification: the Multi-Ethnic Study of Atherosclerosis (MESA). Atherosclerosis 220(1):194–200. doi:10.​1016/​j.​atherosclerosis.​2011.​06.​033 CrossRefPubMed
27.
go back to reference o Hartaigh B, Bosch JA, Carroll D, Hemming K, Pilz S, Loerbroks A, Kleber ME, Grammer TB, Fischer JE, Boehm BO, Marz W, Thomas GN (2013) Evidence of a synergistic association between heart rate, inflammation, and cardiovascular mortality in patients undergoing coronary angiography. Eur Heart J 34(12):932–941. doi:10.1093/eurheartj/ehs396 CrossRefPubMed o Hartaigh B, Bosch JA, Carroll D, Hemming K, Pilz S, Loerbroks A, Kleber ME, Grammer TB, Fischer JE, Boehm BO, Marz W, Thomas GN (2013) Evidence of a synergistic association between heart rate, inflammation, and cardiovascular mortality in patients undergoing coronary angiography. Eur Heart J 34(12):932–941. doi:10.​1093/​eurheartj/​ehs396 CrossRefPubMed
28.
go back to reference Wilkinson IB, MacCallum H, Flint L, Cockcroft JR, Newby DE, Webb DJ (2000) The influence of heart rate on augmentation index and central arterial pressure in humans. J Physiol 525(Pt 1):263–270CrossRefPubMedPubMedCentral Wilkinson IB, MacCallum H, Flint L, Cockcroft JR, Newby DE, Webb DJ (2000) The influence of heart rate on augmentation index and central arterial pressure in humans. J Physiol 525(Pt 1):263–270CrossRefPubMedPubMedCentral
30.
go back to reference Makita S, Onoda T, Ohsawa M, Tanno K, Tanaka F, Omama S, Yoshida Y, Ishibashi Y, Itai K, Sakata K, Ohta M, Kuribayashi T, Ogasawara K, Ogawa A, Okayama A, Nakamura M (2014) Bradycardia is associated with future cardiovascular diseases and death in men from the general population. Atherosclerosis 236(1):116–120. doi:10.1016/j.atherosclerosis.2014.06.024 CrossRefPubMed Makita S, Onoda T, Ohsawa M, Tanno K, Tanaka F, Omama S, Yoshida Y, Ishibashi Y, Itai K, Sakata K, Ohta M, Kuribayashi T, Ogasawara K, Ogawa A, Okayama A, Nakamura M (2014) Bradycardia is associated with future cardiovascular diseases and death in men from the general population. Atherosclerosis 236(1):116–120. doi:10.​1016/​j.​atherosclerosis.​2014.​06.​024 CrossRefPubMed
Metadata
Title
Associations between elevated resting heart rate and subclinical atherosclerosis in asymptomatic Korean adults undergoing coronary artery calcium scoring
Authors
Donghee Han
Ji Hyun Lee
Asim Rizvi
Lohendran Baskaran
Hyo Eun Park
Su-Yeon Choi
Eun Ju Chun
Jidong Sung
Sung Hak Park
Hae-Won Han
James K. Min
Hyuk-Jae Chang
Bríain ó Hartaigh
Publication date
01-10-2016
Publisher
Springer Netherlands
Published in
The International Journal of Cardiovascular Imaging / Issue 10/2016
Print ISSN: 1569-5794
Electronic ISSN: 1875-8312
DOI
https://doi.org/10.1007/s10554-016-0944-7

Other articles of this Issue 10/2016

The International Journal of Cardiovascular Imaging 10/2016 Go to the issue