Potential of Stratified Medicine for High Blood Pressure Management A Modeling Study Using NHANES Survey Data

被引:4
作者
Porcher, Raphael [1 ,2 ,3 ]
Viet-Thi Tran [1 ,2 ]
Blacher, Jacques [3 ,4 ,5 ]
Ravaud, Philippe [1 ,2 ,3 ,6 ]
机构
[1] Hop Hotel Dieu, AP HP, Ctr Clin Epidemiol, Paris, France
[2] INSERM, Sorbonne Paris Cite, Res Ctr CRESS, Team METHODS,Epidemiol & Stat UMR1153, Paris, France
[3] Univ Paris 05, Sorbonne Paris Cite, Fac Med, Paris, France
[4] Hop Hotel Dieu, AP HP, Ctr Diagnost & Therapeut, Paris, France
[5] INSERM, Sorbonne Paris Cite, Res Ctr CRESS, Team EREN,Epidemiol & Stat UMR1153, Bobigny, France
[6] Columbia Univ, Mailman Sch Publ Hlth, Dept Epidemiol, New York, NY 10027 USA
关键词
blood pressure; cardiology; decision support techniques; hypertension; models; statistical; RANDOMIZED CONTROLLED-TRIALS; EXTERNAL VALIDITY; HYPERTENSION; SPRINT;
D O I
10.1161/HYPERTENSIONAHA.119.13749
中图分类号
R6 [外科学];
学科分类号
1002 ; 100210 ;
摘要
The 2017 American College of Cardiology/American Heart Association hypertension guidelines lowered the thresholds for defining and treating hypertension. However, the SPRINT trial showed substantial heterogeneity in benefits and harms of intensive antihypertensive treatment depending on patients' characteristics. We aimed at illustrating the potential gains of personalizing intensive antihypertensive treatment. Using the US National Health and Nutrition Examination Survey 2011 to 2014 (n=2067), and prediction models derived from the SPRINT trial, we computed expected benefits and harms of intensive antihypertensive treatment for individuals aged 50 or more. We compared 2 interventions: (1) intensive antihypertensive treatment for all individuals meeting the 2017 American College of Cardiology/American Heart Association thresholds and (2) a stratified medicine strategy excluding from intensive treatment individuals with predicted unfavorable benefit-risk. Outcome measures were model-predicted 5-year risk of cardiovascular events or death (myocardial infarction, acute coronary, stroke, acute decompensated heart failure, and cardiovascular-related death), and severe adverse events (hypotension, syncope, electrolyte abnormalities, bradycardia, and acute kidney injury). Per 2017 American College of Cardiology/American Heart Association guidelines, 40.1 million (39.2%) US individuals aged 50 or more should initiate or intensify antihypertensive treatment, thereby preventing cardiovascular events for 795 000 individuals and inducing severe adverse events for 848 000 over 5 years. A stratified treatment strategy could decrease the number of individuals treated by 21.2 million (52.9%) and reduce the number of individuals with severe adverse events by 38.3%, with 11.7% fewer individuals with cardiovascular events prevented. Personalizing antihypertensive treatment according to predicted benefits and harms could spare treatment for more than half individuals while reducing harms 3x more than benefits.
引用
收藏
页码:1420 / 1427
页数:8
相关论文
共 33 条
[1]   Implications of Blood Pressure Measurement Technique for Implementation of Systolic Blood Pressure Intervention Trial (SPRINT) [J].
Agarwal, Rajiv .
JOURNAL OF THE AMERICAN HEART ASSOCIATION, 2017, 6 (02)
[2]  
[Anonymous], AN GUID 1999 2010
[3]   Benefit and harm of intensive blood pressure treatment: Derivation and validation of risk models using data from the SPRINT and ACCORD trials [J].
Basu, Sanjay ;
Sussman, Jeremy B. ;
Rigdon, Joseph ;
Steimle, Lauren ;
Denton, Brian T. ;
Hayward, Rodney A. .
PLOS MEDICINE, 2017, 14 (10)
[4]   Attended Versus Unattended Blood Pressure Measurement in a Real Life Setting [J].
Bauer, Frederic ;
Seibert, Felix S. ;
Rohn, Benjamin ;
Bauer, Klaus A. R. ;
Rolshoven, Eckart ;
Babel, Nina ;
Westhoff, Timm H. .
HYPERTENSION, 2018, 71 (02) :243-249
[5]   Incremental Benefits and Harms of the 2017 American College of Cardiology/American Heart Association High Blood Pressure Guideline [J].
Bell, Katy J. L. ;
Doust, Jenny ;
Glasziou, Paul .
JAMA INTERNAL MEDICINE, 2018, 178 (06) :755-757
[6]  
Bothwell PM, 2018, LANCET, V392, P387, DOI [10.1016/S0140-6736(18)31133-4, 10.1016/s0140-6736(18)31133-4]
[7]   Estimating the Association of the 2017 and 2014 Hypertension Guidelines With Cardiovascular Events and Deaths in US Adults An Analysis of National Data [J].
Bundy, Joshua D. ;
Mills, Katherine T. ;
Chen, Jing ;
Li, Changwei ;
Greenland, Philip ;
He, Jiang .
JAMA CARDIOLOGY, 2018, 3 (07) :572-581
[8]   Systolic Blood Pressure Reduction and Risk of Cardiovascular Disease and Mortality A Systematic Review and Network Meta-analysis [J].
Bundy, Joshua D. ;
Li, Changwei ;
Stuchlik, Patrick ;
Bu, Xiaoqing ;
Kelly, Tanika N. ;
Mills, Katherine T. ;
He, Hua ;
Chen, Jing ;
Whelton, Paul K. ;
He, Jiang .
JAMA CARDIOLOGY, 2017, 2 (07) :775-781
[9]   Prevalence of high blood pressure and elevated serum creatinine level in the United States -: Findings from the Third National Health and Nutrition Examination Survey (1988-1994) [J].
Coresh, J ;
Wei, L ;
McQuillan, G ;
Brancati, FL ;
Levey, AS ;
Jones, C ;
Klag, MJ .
ARCHIVES OF INTERNAL MEDICINE, 2001, 161 (09) :1207-1216
[10]   Effects of Intensive Blood-Pressure Control in Type 2 Diabetes Mellitus [J].
Cushman, William C. ;
Evans, Gregory W. ;
Byington, Robert P. ;
Goff, David C., Jr. ;
Grimm, Richard H., Jr. ;
Cutler, Jeffrey A. ;
Simons-Morton, Denise G. ;
Basile, Jan N. ;
Corson, Marshall A. ;
Probstfield, Jeffrey L. ;
Katz, Lois ;
Peterson, Kevin A. ;
Friedewald, William T. ;
Buse, John B. ;
Bigger, J. Thomas ;
Gerstein, Hertzel C. ;
Ismail-Beigi, Faramarz .
NEW ENGLAND JOURNAL OF MEDICINE, 2010, 362 (17) :1575-1585