Advertisement
Systematic Reviews and Meta-analyses| Volume 27, ISSUE 6, P504-517, June 2017

Download started.

Ok

Resting heart rate and the risk of cardiovascular disease, total cancer, and all-cause mortality – A systematic review and dose–response meta-analysis of prospective studies

  • D. Aune
    Correspondence
    Corresponding author. Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, St. Mary's Campus, Norfolk Place, Paddington, London W2 1PG, UK.
    Affiliations
    Department of Public Health and General Practice, Faculty of Medicine, Norwegian University of Science and Technology, Trondheim, Norway

    Department of Epidemiology and Public Health, Imperial College, London, UK

    Bjørknes University College, Oslo, Norway
    Search for articles by this author
  • A. Sen
    Affiliations
    Department of Public Health and General Practice, Faculty of Medicine, Norwegian University of Science and Technology, Trondheim, Norway
    Search for articles by this author
  • B. ó'Hartaigh
    Affiliations
    Department of Radiology, Dalio Institute of Cardiovascular Imaging, New York-Presbyterian Hospital and the Weill Cornell Medical College, New York, USA

    Department of Internal Medicine, Section of Geriatrics, Yale School of Medicine, Adler Geriatric Center, New Haven, USA
    Search for articles by this author
  • I. Janszky
    Affiliations
    Department of Public Health and General Practice, Faculty of Medicine, Norwegian University of Science and Technology, Trondheim, Norway
    Search for articles by this author
  • P.R. Romundstad
    Affiliations
    Department of Public Health and General Practice, Faculty of Medicine, Norwegian University of Science and Technology, Trondheim, Norway
    Search for articles by this author
  • S. Tonstad
    Affiliations
    Department of Preventive Cardiology, Oslo University Hospital Ullevål, Oslo, Norway
    Search for articles by this author
  • L.J. Vatten
    Affiliations
    Department of Public Health and General Practice, Faculty of Medicine, Norwegian University of Science and Technology, Trondheim, Norway
    Search for articles by this author

      Abstract

      Background and aim

      Epidemiological studies have reported increased risk of cardiovascular disease, cancer and all-cause mortality with greater resting heart rate, however, the evidence is not consistent. Differences by gender, adjustment for confounding factors, as well as the potential impact of subclinical disease are not clear. A previous meta-analysis missed a large number of studies, and data for atrial fibrillation have not been summarized before. We therefore aimed to clarify these associations in a systematic review and meta-analysis of prospective studies.

      Methods and results

      PubMed and Embase were searched up to 29 March 2017. Summary RRs and 95% confidence intervals (CIs) were calculated using random effects models. Eighty seven studies were included. The summary RR per 10 beats per minute increase in resting heart rate was 1.07 (95% CI: 1.05–1.10, I2 = 61.9%, n = 31) for coronary heart disease, 1.09 (95% CI: 1.00–1.18, I2 = 62.3%, n = 5) for sudden cardiac death, 1.18 (95% CI: 1.10–1.27, I2 = 74.5%, n = 8) for heart failure, 0.97 (95% CI: 0.92–1.02, I2 = 91.4%, n = 9) for atrial fibrillation, 1.06 (95% CI: 1.02–1.10, I2 = 59.5%, n = 16) for total stroke, 1.15 (95% CI: 1.11–1.18, I2 = 84.3%, n = 35) for cardiovascular disease, 1.14 (95% CI: 1.06–1.23, I2 = 90.2%, n = 12) for total cancer, and 1.17 (95% CI: 1.14–1.19, I2 = 94.0%, n = 48) for all-cause mortality. There was a positive dose–response relationship for all outcomes except for atrial fibrillation for which there was a J-shaped association.

      Conclusion

      This meta-analysis found an increased risk of coronary heart disease, sudden cardiac death, heart failure, atrial fibrillation, stroke, cardiovascular disease, total cancer and all-cause mortality with greater resting heart rate.

      Keywords

      To read this article in full you will need to make a payment

      Purchase one-time access:

      Academic & Personal: 24 hour online accessCorporate R&D Professionals: 24 hour online access
      One-time access price info
      • For academic or personal research use, select 'Academic and Personal'
      • For corporate R&D use, select 'Corporate R&D Professionals'

      Subscribe:

      Subscribe to Nutrition, Metabolism and Cardiovascular Diseases
      Already a print subscriber? Claim online access
      Already an online subscriber? Sign in
      Institutional Access: Sign in to ScienceDirect

      References

        • GBD 2013 Mortality and Causes of Death Collaborators
        Global, regional, and national age-sex specific all-cause and cause-specific mortality for 240 causes of death, 1990-2013: a systematic analysis for the Global Burden of Disease Study 2013.
        Lancet. 2015; 385: 117-171
        • Perret-Guillaume C.
        • Joly L.
        • Benetos A.
        Heart rate as a risk factor for cardiovascular disease.
        Prog Cardiovasc Dis. 2009; 52: 6-10
        • Jouven X.
        • Escolano S.
        • Celermajer D.
        • Empana J.P.
        • Bingham A.
        • Hermine O.
        • et al.
        Heart rate and risk of cancer death in healthy men.
        PLoS One. 2011; 6: e21310
        • Aune D.
        • Hartaigh O.
        • Vatten L.J.
        Resting heart rate and the risk of type 2 diabetes: a systematic review and dose-response meta-analysis of cohort studies.
        Nutr Metab Cardiovasc Dis. 2015; 25: 526-534
        • Seshasai S.R.
        • Kaptoge S.
        • Thompson A.
        • Di A.E.
        • Gao P.
        • Sarwar N.
        • et al.
        Diabetes mellitus, fasting glucose, and risk of cause-specific death.
        N Engl J Med. 2011; 364: 829-841
        • Garcia-Palmieri M.R.
        • Sorlie P.D.
        • Havlik R.J.
        • Costas Jr., R.
        • Cruz-Vidal M.
        Urban-rural differences in 12 year coronary heart disease mortality: the Puerto Rico Heart Health Program.
        J Clin Epidemiol. 1988; 41: 285-292
        • Gillum R.F.
        • Makuc D.M.
        • Feldman J.J.
        Pulse rate, coronary heart disease, and death: the NHANES I Epidemiologic Follow-up Study.
        Am Heart J. 1991; 121: 172-177
        • Shaper A.G.
        • Wannamethee G.
        • Macfarlane P.W.
        • Walker M.
        Heart rate, ischaemic heart disease, and sudden cardiac death in middle-aged British men.
        Br Heart J. 1993; 70: 49-55
        • Benetos A.
        • Rudnichi A.
        • Thomas F.
        • Safar M.
        • Guize L.
        Influence of heart rate on mortality in a French population: role of age, gender, and blood pressure.
        Hypertension. 1999; 33: 44-52
        • Greenland P.
        • Daviglus M.L.
        • Dyer A.R.
        • Liu K.
        • Huang C.F.
        • Goldberger J.J.
        • et al.
        Resting heart rate is a risk factor for cardiovascular and noncardiovascular mortality: the Chicago Heart Association Detection Project in Industry.
        Am J Epidemiol. 1999; 149: 853-862
        • Kado D.M.
        • Lui L.Y.
        • Cummings S.R.
        Rapid resting heart rate: a simple and powerful predictor of osteoporotic fractures and mortality in older women.
        J Am Geriatr Soc. 2002; 50: 455-460
        • Okamura T.
        • Hayakawa T.
        • Kadowaki T.
        • Kita Y.
        • Okayama A.
        • Elliott P.
        • et al.
        Resting heart rate and cause-specific death in a 16.5-year cohort study of the Japanese general population.
        Am Heart J. 2004; 147: 1024-1032
        • Tverdal A.
        • Hjellvik V.
        • Selmer R.
        Heart rate and mortality from cardiovascular causes: a 12 year follow-up study of 379,843 men and women aged 40-45 years.
        Eur Heart J. 2008; 29: 2772-2781
        • Hsia J.
        • Larson J.C.
        • Ockene J.K.
        • Sarto G.E.
        • Allison M.A.
        • Hendrix S.L.
        • et al.
        Resting heart rate as a low tech predictor of coronary events in women: prospective cohort study.
        BMJ. 2009; 338: b219
        • Mao Q.
        • Huang J.F.
        • Lu X.
        • Wu X.
        • Chen J.
        • Cao J.
        • et al.
        Heart rate influence on incidence of cardiovascular disease among adults in China.
        Int J Epidemiol. 2010; 39: 1638-1646
        • Batty G.D.
        • Shipley M.J.
        • Kivimaki M.
        • Marmot M.
        • Davey S.G.
        Walking pace, leisure time physical activity, and resting heart rate in relation to disease-specific mortality in London: 40 years follow-up of the original Whitehall study. An update of our work with professor Jerry N. Morris (1910-2009).
        Ann Epidemiol. 2010; 20: 661-669
        • Cooney M.T.
        • Vartiainen E.
        • Laatikainen T.
        • Juolevi A.
        • Dudina A.
        • Graham I.M.
        Elevated resting heart rate is an independent risk factor for cardiovascular disease in healthy men and women.
        Am Heart J. 2010; 159: 612-619
        • Nauman J.
        • Nilsen T.I.
        • Wisloff U.
        • Vatten L.J.
        Combined effect of resting heart rate and physical activity on ischaemic heart disease: mortality follow-up in a population study (the HUNT study, Norway).
        J Epidemiol Community Health. 2010; 64: 175-181
        • Woodward M.
        • Webster R.
        • Murakami Y.
        • Barzi F.
        • Lam T.H.
        • Fang X.
        • et al.
        The association between resting heart rate, cardiovascular disease and mortality : evidence from 112,680 men and women in 12 cohorts.
        Eur J Prev Cardiol. 2014; 21: 719-726
        • Wang A.
        • Chen S.
        • Wang C.
        • Zhou Y.
        • Wu Y.
        • Xing A.
        • et al.
        Resting heart rate and risk of cardiovascular diseases and all-cause death: the Kailuan study.
        PLoS One. 2014; 9: e110985
        • Jouven X.
        • Zureik M.
        • Desnos M.
        • Guerot C.
        • Ducimetiere P.
        Resting heart rate as a predictive risk factor for sudden death in middle-aged men.
        Cardiovasc Res. 2001; 50: 373-378
        • Jouven X.
        • Empana J.P.
        • Schwartz P.J.
        • Desnos M.
        • Courbon D.
        • Ducimetiere P.
        Heart-rate profile during exercise as a predictor of sudden death.
        N Engl J Med. 2005; 352: 1951-1958
        • Adabag A.S.
        • Grandits G.A.
        • Prineas R.J.
        • Crow R.S.
        • Bloomfield H.E.
        • Neaton J.D.
        Relation of heart rate parameters during exercise test to sudden death and all-cause mortality in asymptomatic men.
        Am J Cardiol. 2008; 101: 1437-1443
        • Cuddy T.E.
        • Halli P.S.
        • Tate R.B.
        QT dispersion and heart rate predict the risk of sudden unexpected cardiac death in men: the Manitoba Follow-Up Study.
        Prev Cardiol. 2009; 12: 27-33
        • Mazza A.
        • Tikhonoff V.
        • Casiglia E.
        • Pessina A.C.
        Predictors of congestive heart failure mortality in elderly people from the general population.
        Int Heart J. 2005; 46: 419-431
        • Pfister R.
        • Michels G.
        • Sharp S.J.
        • Luben R.
        • Wareham N.J.
        • Khaw K.T.
        Resting heart rate and incident heart failure in apparently healthy men and women in the EPIC-Norfolk study.
        Eur J Heart Fail. 2012; 14: 1163-1170
        • Opdahl A.
        • Ambale V.B.
        • Fernandes V.R.
        • Wu C.O.
        • Nasir K.
        • Choi E.Y.
        • et al.
        Resting heart rate as predictor for left ventricular dysfunction and heart failure: MESA (Multi-Ethnic Study of Atherosclerosis).
        J Am Coll Cardiol. 2014; 63: 1182-1189
        • Ho J.E.
        • Larson M.G.
        • Ghorbani A.
        • Cheng S.
        • Coglianese E.E.
        • Vasan R.S.
        • et al.
        Long-term cardiovascular risks associated with an elevated heart rate the Framingham Heart Study.
        J Am Heart Assoc. 2014; 3: e000668
        • Khan H.
        • Kunutsor S.
        • Kalogeropoulos A.P.
        • Georgiopoulou V.V.
        • Newman A.B.
        • Harris T.B.
        • et al.
        Resting heart rate and risk of incident heart failure: three prospective cohort studies and a systematic meta-analysis.
        J Am Heart Assoc. 2015; 4: e001364
        • Kalogeropoulos A.
        • Georgiopoulou V.
        • Kritchevsky S.B.
        • Psaty B.M.
        • Smith N.L.
        • Newman A.B.
        • et al.
        Epidemiology of incident heart failure in a contemporary elderly cohort: the health, aging, and body composition study.
        Arch Intern Med. 2009; 169: 708-715
        • Parikh K.S.
        • Greiner M.A.
        • Suzuki T.
        • DeVore A.D.
        • Blackshear C.
        • Maher J.F.
        • et al.
        Resting heart rate and long-term outcomes among the African American population: insights from the Jackson Heart Study.
        JAMA Cardiol. 2017; 2: 172-180
        • Kikuya M.
        • Ohkubo T.
        • Metoki H.
        • Asayama K.
        • Hara A.
        • Obara T.
        • et al.
        Day-by-day variability of blood pressure and heart rate at home as a novel predictor of prognosis: the Ohasama study.
        Hypertension. 2008; 52: 1045-1050
        • Hisamatsu T.
        • Miura K.
        • Ohkubo T.
        • Yamamoto T.
        • Fujiyoshi A.
        • Miyagawa N.
        • et al.
        High long-chain n-3 fatty acid intake attenuates the effect of high resting heart rate on cardiovascular mortality risk: a 24-year follow-up of Japanese general population.
        J Cardiol. 2014; 64: 218-224
        • Makita S.
        • Onoda T.
        • Ohsawa M.
        • Tanno K.
        • Tanaka F.
        • Omama S.
        • et al.
        Bradycardia is associated with future cardiovascular diseases and death in men from the general population.
        Atherosclerosis. 2014; 236: 116-120
        • O'Neal W.T.
        • Qureshi W.T.
        • Judd S.E.
        • Meschia J.F.
        • Howard V.J.
        • Howard G.
        • et al.
        Heart rate and ischemic stroke: the REasons for Geographic And Racial Differences in Stroke (REGARDS) study.
        Int J Stroke. 2015; 10: 1229-1235
        • Mensink G.B.
        • Hoffmeister H.
        The relationship between resting heart rate and all-cause, cardiovascular and cancer mortality.
        Eur Heart J. 1997; 18: 1404-1410
        • Kristal-Boneh E.
        • Silber H.
        • Harari G.
        • Froom P.
        The association of resting heart rate with cardiovascular, cancer and all-cause mortality. Eight year follow-up of 3527 male Israeli employees (the CORDIS Study).
        Eur Heart J. 2000; 21: 116-124
        • Seccareccia F.
        • Pannozzo F.
        • Dima F.
        • Minoprio A.
        • Menditto A.
        • Lo N.C.
        • et al.
        Heart rate as a predictor of mortality: the MATISS project.
        Am J Public Health. 2001; 91: 1258-1263
        • Kizilbash M.A.
        • Daviglus M.L.
        • Dyer A.R.
        • Garside D.B.
        • Hankinson A.L.
        • Yan L.L.
        • et al.
        Relation of heart rate with cardiovascular disease in normal-weight individuals: the Chicago Heart Association Detection Project in Industry.
        Prev Cardiol. 2008; 11: 141-147
        • Legeai C.
        • Jouven X.
        • Tafflet M.
        • Dartigues J.F.
        • Helmer C.
        • Ritchie K.
        • et al.
        Resting heart rate, mortality and future coronary heart disease in the elderly: the 3C Study.
        Eur J Cardiovasc Prev Rehabil. 2011; 18: 488-497
        • Jensen M.T.
        • Marott J.L.
        • Jensen G.B.
        Elevated resting heart rate is associated with greater risk of cardiovascular and all-cause mortality in current and former smokers.
        Int J Cardiol. 2011; 151: 148-154
        • Johansen C.D.
        • Olsen R.H.
        • Pedersen L.R.
        • Kumarathurai P.
        • Mouridsen M.R.
        • Binici Z.
        • et al.
        Resting, night-time, and 24 h heart rate as markers of cardiovascular risk in middle-aged and elderly men and women with no apparent heart disease.
        Eur Heart J. 2013; 34: 1732-1739
        • Saxena A.
        • Minton D.
        • Lee D.C.
        • Sui X.
        • Fayad R.
        • Lavie C.J.
        • et al.
        Protective role of resting heart rate on all-cause and cardiovascular disease mortality.
        Mayo Clin Proc. 2013; 88: 1420-1426
        • Sadeghi M.
        • Talaei M.
        • Zand I.
        • Oveisgharan S.
        • Iranipour R.
        • Esteki G.F.
        • et al.
        Heart rate and cardiovascular events: a nested case-control in Isfahan Cohort Study.
        Arch Iran Med. 2014; 17: 633-637
        • Zhong C.
        • Zhong X.
        • Xu T.
        • Peng H.
        • Li H.
        • Zhang M.
        • et al.
        Combined effects of hypertension and heart rate on the risk of stroke and coronary heart disease: a population-based prospective cohort study among Inner Mongolians in China.
        Hypertens Res. 2015 Aug 20; ([Epub ahead of print])https://doi.org/10.1038/hr.2015.90
        • Ganna A.
        • Ingelsson E.
        5 year mortality predictors in 498,103 UK Biobank participants: a prospective population-based study.
        Lancet. 2015; 386: 533-540
        • Ryu M.
        • Bayasgalan G.
        • Kimm H.
        • Nam C.M.
        • Ohrr H.
        Association of resting heart rate and hypertension stages on all-cause and cardiovascular mortality among elderly Koreans: the Kangwha Cohort Study.
        J Geriatr Cardiol. 2016; 13: 573-579
        • Sharashova E.
        • Wilsgaard T.
        • Mathiesen E.B.
        • Lochen M.L.
        • Njolstad I.
        • Brenn T.
        Resting heart rate predicts incident myocardial infarction, atrial fibrillation, ischaemic stroke and death in the general population: the Tromso Study.
        J Epidemiol Community Health. 2016; 70: 902-909
        • Li K.
        • Yao C.
        • Yang X.
        • Dong L.
        Effect of resting heart rate on all-cause mortality and cardiovascular events according to age.
        J Am Geriatr Soc. 2016 Dec 30; ([Epub ahead of print])https://doi.org/10.1111/jgs.14714
        • Zhang M.
        • Han C.
        • Wang C.
        • Wang J.
        • Li L.
        • Zhang L.
        • et al.
        Association of resting heart rate and cardiovascular disease mortality in hypertensive and normotensive rural Chinese.
        J Cardiol. 2017; 69: 779-784
        • Wannamethee G.
        • Shaper A.G.
        • Macfarlane P.W.
        Heart rate, physical activity, and mortality from cancer and other noncardiovascular diseases.
        Am J Epidemiol. 1993; 137: 735-748
        • Cerhan J.R.
        • Pavuk M.
        • Wallace R.B.
        Positive association between resting pulse and cancer incidence in current and former smokers.
        Ann Epidemiol. 1999; 9: 34-44
        • Hoes A.W.
        • Grobbee D.E.
        • Valkenburg H.A.
        • Lubsen J.
        • Hofman A.
        Cardiovascular risk and all-cause mortality; a 12 year follow-up study in The Netherlands.
        Eur J Epidemiol. 1993; 9: 285-292
        • Dekker J.M.
        • Crow R.S.
        • Folsom A.R.
        • Hannan P.J.
        • Liao D.
        • Swenne C.A.
        • et al.
        Low heart rate variability in a 2-minute rhythm strip predicts risk of coronary heart disease and mortality from several causes: the ARIC Study. Atherosclerosis Risk in Communities.
        Circulation. 2000; 102: 1239-1244
        • Reunanen A.
        • Karjalainen J.
        • Ristola P.
        • Heliovaara M.
        • Knekt P.
        • Aromaa A.
        Heart rate and mortality.
        J Intern Med. 2000; 247: 231-239
        • Fujiura Y.
        • Adachi H.
        • Tsuruta M.
        • Jacobs Jr., D.R.
        • Hirai Y.
        • Imaizumi T.
        Heart rate and mortality in a Japanese general population: an 18-year follow-up study.
        J Clin Epidemiol. 2001; 54: 495-500
        • Chang M.
        • Havlik R.J.
        • Corti M.C.
        • Chaves P.H.
        • Fried L.P.
        • Guralnik J.M.
        Relation of heart rate at rest and mortality in the Women's Health and Aging Study.
        Am J Cardiol. 2003; 92: 1294-1299
        • Perk G.
        • Stessman J.
        • Ginsberg G.
        • Bursztyn M.
        Sex differences in the effect of heart rate on mortality in the elderly.
        J Am Geriatr Soc. 2003; 51: 1260-1264
        • Tice J.A.
        • Kanaya A.
        • Hue T.
        • Rubin S.
        • Buist D.S.
        • Lacroix A.
        • et al.
        Risk factors for mortality in middle-aged women.
        Arch Intern Med. 2006; 166: 2469-2477
        • Theobald H.
        • Wandell P.E.
        Effect of heart rate on long-term mortality among men and women.
        Acta Cardiol. 2007; 62: 275-279
        • Kuzuya M.
        • Enoki H.
        • Iwata M.
        • Hasegawa J.
        • Hirakawa Y.
        J-shaped relationship between resting pulse rate and all-cause mortality in community-dwelling older people with disabilities.
        J Am Geriatr Soc. 2008; 56: 367-368
        • Nabi H.
        • Kivimaki M.
        • Empana J.P.
        • Sabia S.
        • Britton A.
        • Marmot M.G.
        • et al.
        Combined effects of depressive symptoms and resting heart rate on mortality: the Whitehall II prospective cohort study.
        J Clin Psychiatry. 2011; 72: 1199-1206
        • Puddu P.E.
        • Menotti A.
        • Tolonen H.
        • Nedeljkovic S.
        • Kafatos A.G.
        Determinants of 40-year all-cause mortality in the European cohorts of the Seven Countries StudY.
        Eur J Epidemiol. 2011; 26: 595-608
        • Pittaras A.M.
        • Faselis C.
        • Doumas M.
        • Myers J.
        • Kheirbek R.
        • Kokkinos J.P.
        • et al.
        Heart rate at rest, exercise capacity, and mortality risk in veterans.
        Am J Cardiol. 2013; 112: 1605-1609
        • Jensen M.T.
        • Suadicani P.
        • Hein H.O.
        • Gyntelberg F.
        Elevated resting heart rate, physical fitness and all-cause mortality: a 16-year follow-up in the Copenhagen Male Study.
        Heart. 2013; 99: 882-887
        • Stessman J.
        • Jacobs J.M.
        • Stessman-Lande I.
        • Gilon D.
        • Leibowitz D.
        Aging, resting pulse rate, and longevity.
        J Am Geriatr Soc. 2013; 61: 40-45
        • Hartaigh B.O.
        • Allore H.G.
        • Trentalange M.
        • McAvay G.
        • Pilz S.
        • Dodson J.A.
        • et al.
        Elevations in time-varying resting heart rate predict subsequent all-cause mortality in older adults.
        Eur J Prev Cardiol. 2014; 22: 527-534
        • Hartaigh O.
        • Gill T.M.
        • Shah I.
        • Hughes A.D.
        • Deanfield J.E.
        • Kuh D.
        • et al.
        Association between resting heart rate across the life course and all-cause mortality: longitudinal findings from the Medical Research Council (MRC) National Survey of Health and Development (NSHD).
        J Epidemiol Community Health. 2014; 68: 883-889
        • Ryu M.
        • Gombojav B.
        • Nam C.M.
        • Lee Y.
        • Han K.
        Modifying effects of resting heart rate on the association of binge drinking with all-cause and cardiovascular mortality in older Korean men: the Kangwha Cohort Study.
        J Epidemiol. 2014; 24: 274-280
        • Aladin A.I.
        • Whelton S.P.
        • Al-Mallah M.H.
        • Blaha M.J.
        • Keteyian S.J.
        • Juraschek S.P.
        • et al.
        Relation of resting heart rate to risk for all-cause mortality by gender after considering exercise capacity (the Henry Ford exercise testing project).
        Am J Cardiol. 2014; 114: 1701-1706
        • Skov M.W.
        • Bachmann T.N.
        • Rasmussen P.V.
        • Olesen M.S.
        • Pietersen A.
        • Graff C.
        • et al.
        Association between heart rate at rest and incident atrial fibrillation (from the Copenhagen Electrocardiographic study).
        Am J Cardiol. 2016; 118: 708-713
        • Custodis F.
        • Roggenbuck U.
        • Lehmann N.
        • Moebus S.
        • Laufs U.
        • Mahabadi A.A.
        • et al.
        Resting heart rate is an independent predictor of all-cause mortality in the middle aged general population.
        Clin Res Cardiol. 2016; 105: 601-612
        • Alhalabi L.
        • Singleton M.J.
        • Oseni A.O.
        • Shah A.J.
        • Zhang Z.M.
        • Soliman E.Z.
        Relation of higher resting heart rate to risk of cardiovascular versus noncardiovascular death.
        Am J Cardiol. 2017; 119: 1003-1007
        • Menotti A.
        • Giampaoli S.
        A single risk factor measurement predicts 35-year mortality from cardiovascular disease.
        G Ital Cardiol. 1998; 28: 1354-1362
        • Kannel W.B.
        • Gagnon D.R.
        • Cupples L.A.
        Epidemiology of sudden coronary death: population at risk.
        Can J Cardiol. 1990; 6: 439-444
        • Xu T.
        • Bu X.
        • Li H.
        • Zhang M.
        • Wang A.
        • Tong W.
        • et al.
        Smoking, heart rate, and ischemic stroke: a population-based prospective cohort study among Inner Mongolians in China.
        Stroke. 2013; 44: 2457-2461
        • Hozawa A.
        • Inoue R.
        • Ohkubo T.
        • Kikuya M.
        • Metoki H.
        • Asayama K.
        • et al.
        Predictive value of ambulatory heart rate in the Japanese general population: the Ohasama study.
        J Hypertens. 2008; 26: 1571-1576
        • Fisher A.A.
        • Davis M.W.
        • Srikusalanukul W.
        • Budge M.M.
        Does heart rate predict mortality in older, low-level care residents?.
        Am J Geriatr Cardiol. 2006; 15: 208-216
        • Cacciatore F.
        • Mazzella F.
        • Abete P.
        • Viati L.
        • Galizia G.
        • D'Ambrosio D.
        • et al.
        Mortality and heart rate in the elderly: role of cognitive impairment.
        Exp Aging Res. 2007; 33: 127-144
        • Korshoj M.
        • Lidegaard M.
        • Kittel F.
        • Van Herck K.
        • De Backer G.
        • De Bacquer D.
        • et al.
        The relation of ambulatory heart rate with all-cause mortality among middle-aged men: a prospective cohort study.
        PLoS One. 2015; 10: e0121729
        • Nanchen D.
        • Leening M.J.
        • Locatelli I.
        • Cornuz J.
        • Kors J.A.
        • Heeringa J.
        • et al.
        Resting heart rate and the risk of heart failure in healthy adults: the Rotterdam Study.
        Circ Heart Fail. 2013; 6: 403-410
        • Thelle D.S.
        • Selmer R.
        • Gjesdal K.
        • Sakshaug S.
        • Jugessur A.
        • Graff-Iversen S.
        • et al.
        Resting heart rate and physical activity as risk factors for lone atrial fibrillation: a prospective study of 309,540 men and women.
        Heart. 2013; 99: 1755-1760
        • O'Neal W.T.
        • Almahmoud M.F.
        • Soliman E.Z.
        Resting heart rate and incident atrial fibrillation in the elderly.
        Pacing Clin Electrophysiol. 2015; 38: 591-597
        • Wilhelmsen L.
        • Rosengren A.
        • Lappas G.
        Hospitalizations for atrial fibrillation in the general male population: morbidity and risk factors.
        J Intern Med. 2001; 250: 382-389
        • Grundvold I.
        • Skretteberg P.T.
        • Liestol K.
        • Erikssen G.
        • Engeseth K.
        • Gjesdal K.
        • et al.
        Low heart rates predict incident atrial fibrillation in healthy middle-aged men.
        Circ Arrhythm Electrophysiol. 2013; 6: 726-731
        • Alonso A.
        • Krijthe B.P.
        • Aspelund T.
        • Stepas K.A.
        • Pencina M.J.
        • Moser C.B.
        • et al.
        Simple risk model predicts incidence of atrial fibrillation in a racially and geographically diverse population: the CHARGE-AF consortium.
        J Am Heart Assoc. 2013; 2: e000102
        • Zhang D.
        • Shen X.
        • Qi X.
        Resting heart rate and all-cause and cardiovascular mortality in the general population: a meta-analysis.
        CMAJ. 2016; 188: E53-E63
        • Stroup D.F.
        • Berlin J.A.
        • Morton S.C.
        • Olkin I.
        • Williamson G.D.
        • Rennie D.
        • et al.
        Meta-analysis of observational studies in epidemiology: a proposal for reporting. Meta-analysis of Observational Studies in Epidemiology (MOOSE) group.
        JAMA. 2000; 283: 2008-2012
        • DerSimonian R.
        • Kacker R.
        Random-effects model for meta-analysis of clinical trials: an update.
        Contemp Clin Trials. 2007; 28: 105-114
        • Greenland S.
        • Longnecker M.P.
        Methods for trend estimation from summarized dose-response data, with applications to meta-analysis.
        Am J Epidemiol. 1992; 135: 1301-1309
        • Bagnardi V.
        • Zambon A.
        • Quatto P.
        • Corrao G.
        Flexible meta-regression functions for modeling aggregate dose-response data, with an application to alcohol and mortality.
        Am J Epidemiol. 2004; 159: 1077-1086
        • Higgins J.P.
        • Thompson S.G.
        Quantifying heterogeneity in a meta-analysis.
        Stat Med. 2002; 21: 1539-1558
        • Wells G.
        • Shea B.
        • O'Connell D.
        • Peterson J.
        • Welch V.
        • Losos M.
        • et al.
        The Newcastle-Ottawa Scale (NOS) for assessing the quality of nonrandomised studies in meta-analyses.
        2013 ([accessed 16.05.17.])
        • Egger M.
        • Davey S.G.
        • Schneider M.
        • Minder C.
        Bias in meta-analysis detected by a simple, graphical test.
        BMJ. 1997; 315: 629-634
        • Begg C.B.
        • Mazumdar M.
        Operating characteristics of a rank correlation test for publication bias.
        Biometrics. 1994; 50: 1088-1101
        • Duval S.
        • Tweedie R.
        Trim and fill: a simple funnel-plot-based method of testing and adjusting for publication bias in meta-analysis.
        Biometrics. 2000; 56: 455-463
        • Floyd J.S.
        • Sitlani C.M.
        • Wiggins K.L.
        • Wallace E.
        • Suchy-Dicey A.
        • Abbasi S.A.
        • et al.
        Variation in resting heart rate over 4 years and the risks of myocardial infarction and death among older adults.
        Heart. 2015; 101: 132-138
        • Hansen T.W.
        • Thijs L.
        • Boggia J.
        • Li Y.
        • Kikuya M.
        • Bjorklund-Bodegard K.
        • et al.
        Prognostic value of ambulatory heart rate revisited in 6928 subjects from 6 populations.
        Hypertension. 2008; 52: 229-235
        • Sandvik L.
        • Erikssen J.
        • Ellestad M.
        • Erikssen G.
        • Thaulow E.
        • Mundal R.
        • et al.
        Heart rate increase and maximal heart rate during exercise as predictors of cardiovascular mortality: a 16-year follow-up study of 1960 healthy men.
        Coron Artery Dis. 1995; 6: 667-679
        • Nilsson P.M.
        • Nilsson J.A.
        • Hedblad B.
        • Berglund G.
        Sleep disturbance in association with elevated pulse rate for prediction of mortality–consequences of mental strain?.
        J Intern Med. 2001; 250: 521-529
        • Savonen K.P.
        • Lakka T.A.
        • Laukkanen J.A.
        • Halonen P.M.
        • Rauramaa T.H.
        • Salonen J.T.
        • et al.
        Heart rate response during exercise test and cardiovascular mortality in middle-aged men.
        Eur Heart J. 2006; 27: 582-588
        • Leistner D.M.
        • Klotsche J.
        • Palm S.
        • Pieper L.
        • Stalla G.K.
        • Lehnert H.
        • et al.
        Resting heart rate as a tool for risk stratification in primary care: does it provide incremental prognostic information?.
        Eur J Prev Cardiol. 2012; 19: 275-284
        • Sandvik L.
        • Erikssen J.
        • Thaulow E.
        • Erikssen G.
        • Mundal R.
        • Rodahl K.
        Physical fitness as a predictor of mortality among healthy, middle-aged Norwegian men.
        N Engl J Med. 1993; 328: 533-537
        • Nauman J.
        • Janszky I.
        • Vatten L.J.
        • Wisloff U.
        Temporal changes in resting heart rate and deaths from ischemic heart disease.
        JAMA. 2011; 306: 2579-2587
        • Jouven X.
        • Empana J.P.
        • Escolano S.
        • Buyck J.F.
        • Tafflet M.
        • Desnos M.
        • et al.
        Relation of heart rate at rest and long-term (>20 years) death rate in initially healthy middle-aged men.
        Am J Cardiol. 2009; 103: 279-283
        • Hinkle Jr., L.E.
        • Carver S.T.
        • Plakun A.
        Slow heart rates and increased risk of cardiac death in middle-aged men.
        Arch Intern Med. 1972; 129: 732-748
        • Wannamethee G.
        • Shaper A.G.
        The association between heart rate and blood pressure, blood lipids and other cardiovascular risk factors.
        J Cardiovasc Risk. 1994; 1: 223-230
        • Hak A.E.
        • Pols H.A.
        • Visser T.J.
        • Drexhage H.A.
        • Hofman A.
        • Witteman J.C.
        Subclinical hypothyroidism is an independent risk factor for atherosclerosis and myocardial infarction in elderly women: the Rotterdam study.
        Ann Intern Med. 2000; 132: 270-278
        • Lundberg U.
        • Wallin L.
        • Lindstedt G.
        • Frankenhaeuser M.
        Steroid sex hormones and cardiovascular function in healthy males and females: a correlational study.
        Pharmacol Biochem Behav. 1990; 37: 325-327
        • Ramesh S.
        • Wilton S.B.
        • Holroyd-Leduc J.M.
        • Turin T.C.
        • Sola D.Y.
        • Ahmed S.B.
        Testosterone is associated with the cardiovascular autonomic response to a stressor in healthy men.
        Clin Exp Hypertens. 2015; 37: 184-191
        • Kim J.W.
        • Park C.G.
        • Hong S.J.
        • Park S.M.
        • Rha S.W.
        • Seo H.S.
        • et al.
        Acute and chronic effects of cigarette smoking on arterial stiffness.
        Blood Press. 2005; 14: 80-85
        • Caro C.G.
        • Lever M.J.
        • Parker K.H.
        • Fish P.J.
        Effect of cigarette smoking on the pattern of arterial blood flow: possible insight into mechanisms underlying the development of arteriosclerosis.
        Lancet. 1987; 2: 11-13
        • Rubin J.
        • Blaha M.J.
        • Budoff M.J.
        • Rivera J.J.
        • Shaw L.J.
        • Blankstein R.
        • et al.
        The relationship between resting heart rate and incidence and progression of coronary artery calcification: the Multi-Ethnic Study of Atherosclerosis (MESA).
        Atherosclerosis. 2012; 220: 194-200
        • Deibert D.C.
        • DeFronzo R.A.
        Epinephrine-induced insulin resistance in man.
        J Clin Investig. 1980; 65: 717-721
        • Jamerson K.A.
        • Julius S.
        • Gudbrandsson T.
        • Andersson O.
        • Brant D.O.
        Reflex sympathetic activation induces acute insulin resistance in the human forearm.
        Hypertension. 1993; 21: 618-623
        • Bonora E.
        • Capaldo B.
        • Perin P.C.
        • Del Prato S.
        • De Mattia G.
        • Frittitta L.
        • et al.
        Hyperinsulinemia and insulin resistance are independently associated with plasma lipids, uric acid and blood pressure in non-diabetic subjects. The GISIR database.
        Nutr Metab Cardiovasc Dis. 2008; 18: 624-631
        • Palatini P.
        Heart rate as a cardiovascular risk factor: do women differ from men?.
        Ann Med. 2001; 33: 213-221
        • Nabel E.G.
        • Selwyn A.P.
        • Ganz P.
        Paradoxical narrowing of atherosclerotic coronary arteries induced by increases in heart rate.
        Circulation. 1990; 81: 850-859
        • Mircoli L.
        • Mangoni A.A.
        • Giannattasio C.
        • Mancia G.
        • Ferrari A.U.
        Heart rate-dependent stiffening of large arteries in intact and sympathectomized rats.
        Hypertension. 1999; 34: 598-602
        • Franklin S.S.
        • Gustin W.
        • Wong N.D.
        • Larson M.G.
        • Weber M.A.
        • Kannel W.B.
        • et al.
        Hemodynamic patterns of age-related changes in blood pressure. The Framingham Heart Study.
        Circulation. 1997; 96: 308-315
        • Perski A.
        • Olsson G.
        • Landou C.
        • de Faire U.
        • Theorell T.
        • Hamsten A.
        Minimum heart rate and coronary atherosclerosis: independent relations to global severity and rate of progression of angiographic lesions in men with myocardial infarction at a young age.
        Am Heart J. 1992; 123: 609-616
        • Heidland U.E.
        • Strauer B.E.
        Left ventricular muscle mass and elevated heart rate are associated with coronary plaque disruption.
        Circulation. 2001; 104: 1477-1482
        • Jensen M.T.
        • Marott J.L.
        • Allin K.H.
        • Nordestgaard B.G.
        • Jensen G.B.
        Resting heart rate is associated with cardiovascular and all-cause mortality after adjusting for inflammatory markers: the Copenhagen City Heart Study.
        Eur J Prev Cardiol. 2012; 19: 102-108
        • Nanchen D.
        • Stott D.J.
        • Gussekloo J.
        • Mooijaart S.P.
        • Westendorp R.G.
        • Jukema J.W.
        • et al.
        Resting heart rate and incident heart failure and cardiovascular mortality in older adults: role of inflammation and endothelial dysfunction: the PROSPER study.
        Eur J Heart Fail. 2013; 15: 581-588
        • Vanninen E.
        • Uusitupa M.
        • Lansimies E.
        • Siitonen O.
        • Laitinen J.
        Effect of metabolic control on autonomic function in obese patients with newly diagnosed type 2 diabetes.
        Diabet Med. 1993; 10: 66-73
        • Emdin M.
        • Gastaldelli A.
        • Muscelli E.
        • Macerata A.
        • Natali A.
        • Camastra S.
        • et al.
        Hyperinsulinemia and autonomic nervous system dysfunction in obesity: effects of weight loss.
        Circulation. 2001; 103: 513-519
        • Van De Borne P.
        • Hausberg M.
        • Hoffman R.P.
        • Mark A.L.
        • Anderson E.A.
        Hyperinsulinemia produces cardiac vagal withdrawal and nonuniform sympathetic activation in normal subjects.
        Am J Physiol. 1999; 276: R178-R183
        • Eppinga R.N.
        • Hagemeijer Y.
        • Burgess S.
        • Hinds D.A.
        • Stefansson K.
        • Gudbjartsson D.F.
        • et al.
        Identification of genomic loci associated with resting heart rate and shared genetic predictors with all-cause mortality.
        Nat Genet. 2016; 48: 1557-1563