Aortic pulse wave velocity improves cardiovascular event prediction: An individual participant meta-analysis of prospective observational data from 17,635 subjects

Journal of the American College of Cardiology

Volumn 63, Issue 7, 2014, Pages 636-646

  Ben Shlomo, Yoav ^a   Spears, Melissa ^a   Boustred, Chris ^a   May, Margaret ^a   Anderson, Simon G ^b   Benjamin, Emelia J ^c   Boutouyrie, Pierre ^d   Cameron, James ^e   Chen, Chen Huan ^f   Cruickshank, J Kennedy ^g   Hwang, Shih Jen ^h   Lakatta, Edward G ⁱ   Laurent, Stephane ^d   Maldonado, João ^j   Mitchell, Gary F ^k   Najjar, Samer S ^i,l   Newman, Anne B ^m   Ohishi, Mitsuru ⁿ   Pannier, Bruno ^o   Pereira, Telmo ^p   Vasan, Ramachandran S ^c   Shokawa, Tomoki ^r   Sutton Tyrell, Kim ^m   Verbeke, Francis ^s   Wang, Kang Ling ^f   Webb, David J ^t   Willum Hansen, Tine ^u   Zoungas, Sophia ^e   McEniery, Carmel M ^v   Cockcroft, John R ^q   Wilkinson, Ian B ^v   more..

^a UNIVERSITY OF BRISTOL   (United Kingdom)

^b UNIVERSITY OF MANCHESTER   (United Kingdom)

^c BOSTON UNIVERSITY   (United States)

^d PARIS CARDIOVASCULAR RESEARCH CENTER   (France)

^e MONASH UNIVERSITY   (Australia)

^f NATIONAL YANG MING UNIVERSITY   (Taiwan)

^g GUY S HOSPITAL   (United Kingdom)

^h NATIONAL HEART LUNG AND BLOOD INSTITUTE   (United States)

ⁱ NATIONAL INSTITUTE ON AGING   (United States)

^j Instituto de Investigacao e Formacao Cardiovascular Quinta da Portela   (Portugal)

^k CARDIOVASCULAR ENGINEERING INC   (United States)

^l MEDSTAR HEALTH RESEARCH INSTITUTE   (United States)

^m Center for Aging and Population Health   (United States)

ⁿ OSAKA UNIVERSITY   (Japan)

^o Centre d'Investigations Preventives et Cliniques   (France)

^p Institute de Investigação e Formação Cardiovascular Penacova   (Portugal)

^q CARDIFF UNIVERSITY   (United Kingdom)

^r HIROSHIMA UNIVERSITY   (Japan)

^s GHENT UNIVERSITY HOSPITAL   (Belgium)

^t UNIVERSITY OF EDINBURGH   (United Kingdom)

^u GLOSTRUP UNIVERSITY HOSPITAL   (Denmark)

^v UNIVERSITY OF CAMBRIDGE   (United Kingdom)

more..

Author keywords

cardiovascular disease; meta analysis; prognostic factor; pulse wave velocity

Indexed keywords

ACCURACY; AGE DISTRIBUTION; AORTIC PULSE WAVE VELOCITY; ARTICLE; CARDIOVASCULAR DISEASE; CARDIOVASCULAR RISK; CEREBROVASCULAR ACCIDENT; DISEASE CLASSIFICATION; FRAMINGHAM RISK SCORE; HUMAN; HYPERTENSION; ISCHEMIC HEART DISEASE; PREDICTIVE VALUE; PRIORITY JOURNAL; PULSE PRESSURE; PULSE WAVE; RISK ASSESSMENT; RISK FACTOR; SYSTEMATIC REVIEW; SYSTOLIC BLOOD PRESSURE; AGE; CONFIDENCE INTERVAL; DIABETES MELLITUS; GENDER; HAZARD RATIO; HIGH RISK POPULATION; INTERMEDIATE RISK POPULATION; META ANALYSIS (TOPIC); OBSERVATIONAL STUDY; PREDICTION; PROPORTIONAL HAZARDS MODEL; PROSPECTIVE STUDY;

CARDIOVASCULAR DISEASE; META-ANALYSIS; PROGNOSTIC FACTOR; PULSE WAVE VELOCITY;

AORTA; CARDIOVASCULAR DISEASES; HUMANS; OBSERVATIONAL STUDY AS TOPIC; PREDICTIVE VALUE OF TESTS; PROSPECTIVE STUDIES; PULSE WAVE ANALYSIS;

EID: 84896709653     PISSN: 07351097     EISSN: 15583597     Source Type: Journal    
DOI: 10.1016/j.jacc.2013.09.063     Document Type: Article

References (53)

1. T.J. Wang, P. Gona, and M.G. Larson et al. Multiple biomarkers for the prediction of first major cardiovascular events and death N Engl J Med 355 2006 2631 2639
2. S. Ripatti, E. Tikkanen, and M. Orho-Melander et al. A multilocus genetic risk score for coronary heart disease: case-control and prospective cohort analyses Lancet 376 2010 1393 1400
3. J.F. Polak, M.J. Pencina, K.M. Pencina, C.J. O'Donnell, P.A. Wolf, and R.B. D'Agostino Sr. Carotid-wall intima-media thickness and cardiovascular events N Engl J Med 365 2011 213 221
4. J. Danesh, J.G. Wheeler, and G.M. Hirschfield et al. C-reactive protein and other circulating markers of inflammation in the prediction of coronary heart disease N Engl J Med 350 2004 1387 1397
5. J. Blacher, A.P. Guerin, B. Pannier, S.J. Marchais, M. Safar, and G. London Impact of aortic stiffness on survival in end-stage renal disease Circulation 99 1999 2434 2439
6. S. Laurent, P. Boutouyrie, and R. Asmar et al. Aortic stiffness is an independent predictor of all-cause and cardiovascular mortality in hypertensive patients Hypertension 37 2001 1236 1241
7. C.M. McEniery, Yasmin, I.R. Hall, A. Qasem, I.B. Wilkinson, and J.R. Cockcroft Normal vascular ageing: differential effects on wave reflection and aortic pulse wave velocity: the Anglo-Cardiff Collaborative Trial (ACCT 1) J Am Coll Cardiol 46 2005 1753 1760
8. The Reference Values for Arterial Stiffness' Collaboration. Determinants of pulse wave velocity in healthy people and in the presence of cardiovascular risk factors: 'establishing normal and reference values Eur Heart J 31 2010 2338 2350
9. S. Laurent, J. Cockcroft, and B.L. Van et al. Expert consensus document on arterial stiffness: methodological issues and clinical applications Eur Heart J 27 2006 2588 2605
10. C. Vlachopoulos, K. Aznaouridis, and C. Stefanadis Prediction of cardiovascular events and all-cause mortality with arterial stiffness: a systematic review and meta-analysis J Am Coll Cardiol 55 2010 1318 1327
11. D. Moher, A. Liberati, J. Tetzlaff, and D.G. Altman Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement BMJ 339 2009 b2535
12. S. Thompson, S. Kaptoge, I. White, A. Wood, P. Perry, and J. Danesh Statistical methods for the time-to-event analysis of individual participant data from multiple epidemiological studies Int J Epidemiol 39 2010 1345 1359
13. P. Royston, G. Ambler, and W. Sauerbrei The use of fractional polynomials to model continuous risk variables in epidemiology Int J Epidemiol 28 1999 964 974
14. A.S. Levey, J.P. Bosch, J.B. Lewis, T. Greene, N. Rogers, and D. Roth A more accurate method to estimate glomerular filtration rate from serum creatinine: a new prediction equation. Modification of Diet in Renal Disease Study Group Ann Intern Med 130 1999 461 470
15. The Fibrinogen Studies Collaboration Measures to assess the prognostic ability of the stratified Cox proportional hazards model Stat Med 28 2009 389 411
16. M.J. Pencina, R.B. D'Agostino Sr., R.B. D'Agostino Jr., and R.S. Vasan Evaluating the added predictive ability of a new marker: from area under the ROC curve to reclassification and beyond Stat Med 27 2008 157 172 discussion 207-12
17. N. Inoue, R. Maeda, and H. Kawakami et al. Aortic pulse wave velocity predicts cardiovascular mortality in middle-aged and elderly Japanese men Circ J 73 2009 549 553
18. H. Nakano, K. Okazaki, Y. Ajiro, T. Suzuki, and K. Oba Clinical usefulness of measuring pulse wave velocity in predicting cerebrovascular disease: evaluation from a cross-sectional and longitudinal follow-up study J Nihon Med Sch 68 2001 490 497
19. J. Blacher, M.E. Safar, A.P. Guerin, B. Pannier, S.J. Marchais, and G.M. London Aortic pulse wave velocity index and mortality in end-stage renal disease Kidney Int 63 2003 1852 1860
20. S. Meaume, A. Benetos, O.F. Henry, A. Rudnichi, and M.E. Safar Aortic pulse wave velocity predicts cardiovascular mortality in subjects >70 years of age Arterioscler Thromb Vas Biol 21 2001 2046 2050
21. T. Shoji, M. Emoto, and K. Shinohara et al. Diabetes mellitus, aortic stiffness, and cardiovascular mortality in end-stage renal disease J Am Soc Nephrol 12 2001 2117 2124
22. F.U. Mattace-Raso, T.J. van der Cammen, and A. Hofman et al. Arterial stiffness and risk of coronary heart disease and stroke: the Rotterdam Study Circulation 113 2006 657 663
23. C.M. McEniery, M. Spratt, and M. Munnery et al. An analysis of prospective risk factors for aortic stiffness in men: 20-year follow-up from the Caerphilly Prospective Study Hypertension 56 2010 36 43
24. S.S. Najjar, A. Scuteri, and V. Shetty et al. Pulse wave velocity is an independent predictor of the longitudinal increase in systolic blood pressure and of incident hypertension in the Baltimore Longitudinal Study of Aging J Am Coll Cardiol 51 2008 1377 1383
25. P. Boutouyrie, A.I. Tropeano, and R. Asmar et al. Aortic stiffness is an independent predictor of primary coronary events in hypertensive patients: a longitudinal study Hypertension 39 2002 10 15
26. K. Cruickshank, L. Riste, S.G. Anderson, J.S. Wright, G. Dunn, and R.G. Gosling Aortic pulse-wave velocity and its relationship to mortality in diabetes and glucose intolerance: an integrated index of vascular function? Circulation 106 2002 2085 2090
27. K. Sutton-Tyrrell, S.S. Najjar, and R.M. Boudreau et al. Elevated aortic pulse wave velocity, a marker of arterial stiffness, predicts cardiovascular events in well-functioning older adults Circulation 111 2005 3384 3390
28. T. Shokawa, M. Imazu, and H. Yamamoto et al. Pulse wave velocity predicts cardiovascular mortality: findings from the Hawaii-Los Angeles-Hiroshima study Circ J 69 2005 259 264
29. T. Willum-Hansen, J.A. Staessen, and C. Torp-Pedersen et al. Prognostic value of aortic pulse wave velocity as index of arterial stiffness in the general population Circulation 113 2006 664 670
30. S. Zoungas, J.D. Cameron, and P.G. Kerr et al. Association of carotid intima-medial thickness and indices of arterial stiffness with cardiovascular disease outcomes in CKD Am J Kidney Dis 50 2007 622 630
31. M. Terai, M. Ohishi, and N. Ito et al. Comparison of arterial functional evaluations as a predictor of cardiovascular events in hypertensive patients: the Non-Invasive Atherosclerotic Evaluation in Hypertension (NOAH) study Hypertens Res 31 2008 1135 1145
32. K.L. Wang, H.M. Cheng, and S.Y. Chuang et al. Central or peripheral systolic or pulse pressure: which best relates to target organs and future mortality? J Hypertens 27 2009 461 467
33. G.F. Mitchell, S.J. Hwang, and R.S. Vasan et al. Arterial stiffness and cardiovascular events: the Framingham Heart Study Circulation 121 2010 505 511
34. B. Ilyas, N. Dhaun, and D. Markie et al. Renal function is associated with arterial stiffness and predicts outcome in patients with coronary artery disease QJM 102 2009 183 191
35. J. Maldonado, T. Pereira, J. Polonia, J.A. Silva, J. Morais, and M. Marques Arterial stiffness predicts cardiovascular outcome in a low-to-moderate cardiovascular risk population: the EDIVA (Estudo de DIstensibilidade VAscular) project J Hypertens 29 2011 669 675
36. F. Verbeke, C. Marechal, and S. Van Laecke et al. Aortic stiffness and central wave reflections predict outcome in renal transplant recipients Hypertension 58 2011 833 838
37. F. Verbeke, W. Van Biesen, and E. Honkanen et al. Prognostic value of aortic stiffness and calcification for cardiovascular events and mortality in dialysis patients: outcome of the Calcification Outcome in Renal Disease (CORD) study Clin J Am Soc Nephrol 6 2011 153 159
38. K. Khunti, N. Walker, N. Sattar, and M. Davies Unanswered questions over NHS health checks BMJ 342 2011 c6312
39. A.D. Hingorani, and H. Hemingway How should we balance individual and population benefits of statins for preventing cardiovascular disease? BMJ 342 2011 c6244
40. G. Mancia, R. Fagard, and K. Narkiewicz et al. 2013 ESH/ESC guidelines for the management of arterial hypertension: the Task Force for the Management of Arterial Hypertension of the European Society of Hypertension (ESH) and of the European Society of Cardiology (ESC) J Hypertens 31 2013 1281 1357
41. M.W. Lorenz, C. Schaefer, H. Steinmetz, and M. Sitzer Is carotid intima media thickness useful for individual prediction of cardiovascular risk? Ten-year results from the Carotid Atherosclerosis Progression Study (CAPS) Eur Heart J 31 2010 2041 2048
42. M.W. Lorenz, J.F. Polak, and M. Kavousi et al. Carotid intima-media thickness progression to predict cardiovascular events in the general population (the PROG-IMT collaborative project): a meta-analysis of individual participant data Lancet 379 2012 2053 2062
43. P. Greenland, J.S. Alpert, and G.A. Beller et al. 2010 ACCF/AHA guideline for assessment of cardiovascular risk in asymptomatic adults: a report of the American College of Cardiology Foundation/American Heart Association Task Force on Practice Guidelines J Am Coll Cardiol 56 2010 e50 e103
44. J. Staessen, A. Amery, and R. Fagard Isolated systolic hypertension in the elderly J Hypertens 8 1990 393 405
45. C.M. McEniery, Yasmin, and S. Wallace et al. Increased stroke volume and aortic stiffness contribute to isolated systolic hypertension in young adults Hypertension 46 2005 221 226
46. R. Marti, D. Parramon, and L. Garcia-Ortiz et al. Improving interMediAte risk management. MARK study BMC Cardiovasc Disord 11 2011 61
47. A.P. Guerin, J. Blacher, B. Pannier, S.J. Marchais, M.E. Safar, and G.M. London Impact of aortic stiffness attenuation on survival of patients in end-stage renal failure Circulation 103 2001 987 992
48. K.T. Ong, S. Delerme, and B. Pannier et al. Aortic stiffness is reduced beyond blood pressure lowering by short-term and long-term antihypertensive treatment: a meta-analysis of individual data in 294 patients J Hypertens 29 2011 1034 1042
49. D. Kass, E.P. Shapiro, and M. Kawaguchi et al. Improved arterial compliance by a novel advanced glycation end-product crosslink breaker Circulation 104 2001 1464 1470
50. S. Laurent, M. Briet, and P. Boutouyrie Arterial stiffness as surrogate end point: needed clinical trials Hypertension 60 2012 518 522
51. G.C. Verwoert, S.E. Elias-Smale, and D. Rizopoulos et al. Does aortic stiffness improve the prediction of coronary heart disease in elderly? The Rotterdam Study J Human Hypertens 26 2012 28 34
52. I. Tzoulaki, K.C. Siontis, and J.P. Ioannidis Prognostic effect size of cardiovascular biomarkers in datasets from observational studies versus randomised trials: meta-epidemiology study BMJ 343 2011 d6829
53. S.S. Hickson, M. Butlin, J. Broad, A.P. Avolio, I.B. Wilkinson, and C.M. McEniery Validity and repeatability of the Vicorder apparatus: a comparison with the SphygmoCor device Hypertens Res 32 2009 1079 1085