BACKGROUND: Implementation of effective preventive interventions requires identification of high-risk individuals. We sought to define the distribution and trends of heart failure risk in the US population. METHODS: We calculated 10-year predicted heart failure risk among a representative sample of US adults aged 30-79 years, without baseline cardiovascular disease, from the National Health and Nutrition Examination Surveys (NHANES) 1999-2016. We used the published Pooled Cohort Equations to Prevent Heart Failure (PCP-HF) model, which integrates demographic and risk factor data, to estimate 10-year heart failure risk. Participants were stratified by NHANES cycle, sex, age, and race/ethnicity and by 10-year heart failure risk, defined as low (<1%), intermediate (1% to <5%), and high (>= 5%). RESULTS: From 1999-2000 to 2015-2016, mean predicted 10-year heart failure risk increased significantly from 2.0% to 3.0% (P < .05) in the population, most notably among non-Hispanic black (2.1% to 3.7%) and non-Hispanic white (2.4% to 3.6%) men. In 2013-2016, 17.6% of the studied population was at high predicted 10-year heart failure risk. The prevalence of high predicted heart failure risk was highest among non-Hispanic black men (23.1%), followed by non-Hispanic white men (19.2%) and non-Hispanic white women (17.9%). DISCUSSION: Mean population risk of heart failure increased significantly from 1999-2016. A substantial proportion of US adults are at high 10-year heart failure risk (>= 5%), particularly non-Hispanic black men. These data underscore the importance of identifiying individuals at increased heart failure risk for targeted prevention measures to reduce the future burden of heart failure. (C) 2020 Elsevier Inc. All rights reserved.
机构:
Duke Kunshan Univ, Environm Res Ctr, 8 Duke Ave, Kunshan 215316, Jiangsu, Peoples R ChinaDuke Kunshan Univ, Environm Res Ctr, 8 Duke Ave, Kunshan 215316, Jiangsu, Peoples R China
Miao, Hui
Liu, Yan
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h-index: 0
机构:
Univ Texas Austin, Dept Med, Dell Med Sch, Austin, TX 78712 USADuke Kunshan Univ, Environm Res Ctr, 8 Duke Ave, Kunshan 215316, Jiangsu, Peoples R China
Liu, Yan
Tsai, Thomas C.
论文数: 0引用数: 0
h-index: 0
机构:
Brigham & Womens Hosp, Dept Surg, 75 Francis St, Boston, MA 02115 USADuke Kunshan Univ, Environm Res Ctr, 8 Duke Ave, Kunshan 215316, Jiangsu, Peoples R China
Tsai, Thomas C.
Schwartz, Joel
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机构:
Harvard Univ, Harvard TH Chan Sch Publ Hlth, Boston, MA 02115 USADuke Kunshan Univ, Environm Res Ctr, 8 Duke Ave, Kunshan 215316, Jiangsu, Peoples R China
Schwartz, Joel
Ji, John S.
论文数: 0引用数: 0
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机构:
Duke Kunshan Univ, Environm Res Ctr, 8 Duke Ave, Kunshan 215316, Jiangsu, Peoples R China
Duke Univ, Nicholas Sch Environm, Durham, NC 27708 USADuke Kunshan Univ, Environm Res Ctr, 8 Duke Ave, Kunshan 215316, Jiangsu, Peoples R China
Ji, John S.
JOURNAL OF THE AMERICAN HEART ASSOCIATION,
2020,
9
(13):
机构:
Baystate Med Ctr, UMass Chan Med Sch, Dept Med, 759 Chestnut St, Springfield, MA 01199 USABaystate Med Ctr, UMass Chan Med Sch, Dept Med, 759 Chestnut St, Springfield, MA 01199 USA
Asghar, Aleezay
Talha, Khawaja M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Mississippi, Med Ctr, Dept Med, Jackson, MS USABaystate Med Ctr, UMass Chan Med Sch, Dept Med, 759 Chestnut St, Springfield, MA 01199 USA
Talha, Khawaja M.
Waqar, Eisha
论文数: 0引用数: 0
h-index: 0
机构:
Dow Univ Hlth Sci, Med Coll, Karachi, PakistanBaystate Med Ctr, UMass Chan Med Sch, Dept Med, 759 Chestnut St, Springfield, MA 01199 USA
Waqar, Eisha
Sperling, Laurence S.
论文数: 0引用数: 0
h-index: 0
机构:
Emory Univ, Emory Clin Cardiovasc Res Inst, Sch Med, Div Cardiol,Dept Med, Atlanta, GA USABaystate Med Ctr, UMass Chan Med Sch, Dept Med, 759 Chestnut St, Springfield, MA 01199 USA
Sperling, Laurence S.
Dinino, Ernest K.
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h-index: 0
机构:
Baystate Med Ctr, UMass Chan Sch Med, Dept Med, Div Pulm & Crit Care Med, Springfield, MA USABaystate Med Ctr, UMass Chan Med Sch, Dept Med, 759 Chestnut St, Springfield, MA 01199 USA
Dinino, Ernest K.
Sharafkhaneh, Amir
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机构:
Baylor Coll Med, Dept Med, Sect Pulm Crit Care & Sleep Med, Houston, TX USABaystate Med Ctr, UMass Chan Med Sch, Dept Med, 759 Chestnut St, Springfield, MA 01199 USA
Sharafkhaneh, Amir
Virani, Salim S.
论文数: 0引用数: 0
h-index: 0
机构:
Aga Khan Univ, Dept Med, Sect Cardiol, Karachi, PakistanBaystate Med Ctr, UMass Chan Med Sch, Dept Med, 759 Chestnut St, Springfield, MA 01199 USA
Virani, Salim S.
Ballantyne, Christie M.
论文数: 0引用数: 0
h-index: 0
机构:
Baylor Coll Med, Dept Med, Sect Cardiol, Houston, TX USABaystate Med Ctr, UMass Chan Med Sch, Dept Med, 759 Chestnut St, Springfield, MA 01199 USA
Ballantyne, Christie M.
Nambi, Vijay
论文数: 0引用数: 0
h-index: 0
机构:
Baylor Coll Med, Dept Med, Sect Cardiol, Houston, TX USABaystate Med Ctr, UMass Chan Med Sch, Dept Med, 759 Chestnut St, Springfield, MA 01199 USA
Nambi, Vijay
Minhas, Abdul Mannan Khan
论文数: 0引用数: 0
h-index: 0
机构:
Baylor Coll Med, Dept Med, Sect Cardiol, Houston, TX USABaystate Med Ctr, UMass Chan Med Sch, Dept Med, 759 Chestnut St, Springfield, MA 01199 USA
机构:
Univ Hong Kong, Queen Mary Hosp, Dept Med, 102 Pokfulam Rd, Hong Kong, Peoples R ChinaUniv Hong Kong, Queen Mary Hosp, Dept Med, 102 Pokfulam Rd, Hong Kong, Peoples R China
Tsoi, Man Fung
Lo, Chris Wai Hang
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, Queen Mary Hosp, Dept Med, 102 Pokfulam Rd, Hong Kong, Peoples R ChinaUniv Hong Kong, Queen Mary Hosp, Dept Med, 102 Pokfulam Rd, Hong Kong, Peoples R China
Lo, Chris Wai Hang
Cheung, Tommy Tsang
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, Queen Mary Hosp, Dept Med, 102 Pokfulam Rd, Hong Kong, Peoples R China
Univ Hong Kong, Inst Cardiovasc Sci & Med, Hong Kong, Peoples R China
Hong Kong Sanat & Hosp, Hong Kong, Peoples R ChinaUniv Hong Kong, Queen Mary Hosp, Dept Med, 102 Pokfulam Rd, Hong Kong, Peoples R China
Cheung, Tommy Tsang
Cheung, Bernard Man Yung
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, Queen Mary Hosp, Dept Med, 102 Pokfulam Rd, Hong Kong, Peoples R China
Univ Hong Kong, Partner State Key Lab Pharmaceut Biotechnol, Hong Kong, Peoples R China
Univ Hong Kong, Inst Cardiovasc Sci & Med, Hong Kong, Peoples R ChinaUniv Hong Kong, Queen Mary Hosp, Dept Med, 102 Pokfulam Rd, Hong Kong, Peoples R China
机构:
Beijing Univ Chinese Med, Sch Life Sci, Beijing, Peoples R ChinaBeijing Univ Chinese Med, Sch Life Sci, Beijing, Peoples R China
Jia, Zhaoqi
Li, Xinyi
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Univ Chinese Med, Sch Management, Beijing, Peoples R ChinaBeijing Univ Chinese Med, Sch Life Sci, Beijing, Peoples R China
Li, Xinyi
Yuan, Xin
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Univ Chinese Med, Sch Life Sci, Beijing, Peoples R ChinaBeijing Univ Chinese Med, Sch Life Sci, Beijing, Peoples R China
Yuan, Xin
Zhang, Biao
论文数: 0引用数: 0
h-index: 0
机构:
Peking Union Med Coll, Sch Basic Med, Chinese Acad Med Sci, Inst Basic Med Sci,Dept Epidemiol & Stat, Beijing, Peoples R ChinaBeijing Univ Chinese Med, Sch Life Sci, Beijing, Peoples R China
Zhang, Biao
Liu, Yuan
论文数: 0引用数: 0
h-index: 0
机构:
Emory Univ, Rollin Sch Publ Hlth, Dept Biostat & Bioinformat, Atlanta, GA 30322 USABeijing Univ Chinese Med, Sch Life Sci, Beijing, Peoples R China
Liu, Yuan
Zhao, Jing
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Univ Chinese Med, Sch Management, Beijing, Peoples R ChinaBeijing Univ Chinese Med, Sch Life Sci, Beijing, Peoples R China
Zhao, Jing
Li, Sen
论文数: 0引用数: 0
h-index: 0
机构:
Beijing Univ Chinese Med, Sch Life Sci, Beijing, Peoples R ChinaBeijing Univ Chinese Med, Sch Life Sci, Beijing, Peoples R China
机构:
Air Force Mil Med Univ, Tangdu Hosp, Dept Hlth & Management, Xian 710038, Shaanxi, Peoples R ChinaAir Force Mil Med Univ, Tangdu Hosp, Dept Hlth & Management, Xian 710038, Shaanxi, Peoples R China
Huang, Jing
Gao, Tian
论文数: 0引用数: 0
h-index: 0
机构:
Air Force Mil Med Univ, Tangdu Hosp, Dept Hlth & Management, Xian 710038, Shaanxi, Peoples R ChinaAir Force Mil Med Univ, Tangdu Hosp, Dept Hlth & Management, Xian 710038, Shaanxi, Peoples R China
Gao, Tian
Zhang, Huinan
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h-index: 0
机构:
Air Force Mil Med Univ, Tangdu Hosp, Dept Hlth & Management, Xian 710038, Shaanxi, Peoples R ChinaAir Force Mil Med Univ, Tangdu Hosp, Dept Hlth & Management, Xian 710038, Shaanxi, Peoples R China
Zhang, Huinan
Wang, Xing
论文数: 0引用数: 0
h-index: 0
机构:
Air Force Mil Med Univ, Tangdu Hosp, Dept Hlth & Management, Xian 710038, Shaanxi, Peoples R ChinaAir Force Mil Med Univ, Tangdu Hosp, Dept Hlth & Management, Xian 710038, Shaanxi, Peoples R China
机构:
Univ Mississippi, Med Ctr, Dept Med, Jackson, MS 39216 USAUniv Mississippi, Med Ctr, Dept Med, Jackson, MS 39216 USA
Siddiqi, Tariq Jamal
Minhas, Abdul Mannan Khan
论文数: 0引用数: 0
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机构:
Forrest Gen Hosp, Dept Med, Hattiesburg, MS USAUniv Mississippi, Med Ctr, Dept Med, Jackson, MS 39216 USA
Minhas, Abdul Mannan Khan
Greene, Stephen J.
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Div Cardiol, Sch Med, 2301 Erwin Rd, Durham, NC 27710 USAUniv Mississippi, Med Ctr, Dept Med, Jackson, MS 39216 USA
Greene, Stephen J.
Van Spall, Harriette G. C.
论文数: 0引用数: 0
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机构:
McMaster Univ, Canada Populat Hlth Res Inst, Dept Med, Hamilton, ON, Canada
McMaster Univ, Canada Populat Hlth Res Inst, Dept Hlth Res Methods Evidence & Impact, Hamilton, ON, CanadaUniv Mississippi, Med Ctr, Dept Med, Jackson, MS 39216 USA
Van Spall, Harriette G. C.
Khan, Sadiya S.
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机构:
Northwestern Univ, Feinberg Sch Med, Div Cardiol, Dept Med, Chicago, IL 60611 USA
Northwestern Univ, Feinberg Sch Med, Bluhm Cardiovasc Inst, Chicago, IL 60611 USAUniv Mississippi, Med Ctr, Dept Med, Jackson, MS 39216 USA
Khan, Sadiya S.
Pandey, Ambarish
论文数: 0引用数: 0
h-index: 0
机构:
UT Southwestern Med Ctr, Dept Internal Med, Div Cardiol, Dallas, TX USAUniv Mississippi, Med Ctr, Dept Med, Jackson, MS 39216 USA
Pandey, Ambarish
Mentz, Robert J.
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Div Cardiol, Sch Med, 2301 Erwin Rd, Durham, NC 27710 USAUniv Mississippi, Med Ctr, Dept Med, Jackson, MS 39216 USA
Mentz, Robert J.
Fonarow, Gregg C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Div Cardiol, Med Ctr, Los Angeles, CA 90095 USAUniv Mississippi, Med Ctr, Dept Med, Jackson, MS 39216 USA
Fonarow, Gregg C.
Butler, Javed
论文数: 0引用数: 0
h-index: 0
机构:
Univ Mississippi, Med Ctr, Dept Med, Jackson, MS 39216 USA
Baylor Scott & White Res Inst, Dallas, TX USAUniv Mississippi, Med Ctr, Dept Med, Jackson, MS 39216 USA
Butler, Javed
Khan, Muhammad Shahzeb
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Div Cardiol, Sch Med, 2301 Erwin Rd, Durham, NC 27710 USAUniv Mississippi, Med Ctr, Dept Med, Jackson, MS 39216 USA
机构:
Inova Hlth Syst, Betty & Guy Beatty Ctr Integrated Res, Falls Church, VA USA
Inova Fairfax Med Campus, Dept Med, Ctr Liver Dis, Falls Church, VA USAInova Hlth Syst, Betty & Guy Beatty Ctr Integrated Res, Falls Church, VA USA
Golabi, Pegah
Paik, James M.
论文数: 0引用数: 0
h-index: 0
机构:
Inova Hlth Syst, Betty & Guy Beatty Ctr Integrated Res, Falls Church, VA USA
Inova Fairfax Med Campus, Dept Med, Ctr Liver Dis, Falls Church, VA USAInova Hlth Syst, Betty & Guy Beatty Ctr Integrated Res, Falls Church, VA USA
Paik, James M.
Harring, Michael
论文数: 0引用数: 0
h-index: 0
机构:
Inova Fairfax Med Campus, Dept Med, Ctr Liver Dis, Falls Church, VA USAInova Hlth Syst, Betty & Guy Beatty Ctr Integrated Res, Falls Church, VA USA
Harring, Michael
Younossi, Elena
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Outcomes Res Liver Dis, Washington, DC USAInova Hlth Syst, Betty & Guy Beatty Ctr Integrated Res, Falls Church, VA USA
Younossi, Elena
Kabbara, Khaled
论文数: 0引用数: 0
h-index: 0
机构:
Inova Hlth Syst, Betty & Guy Beatty Ctr Integrated Res, Falls Church, VA USA
Inova Fairfax Med Campus, Dept Med, Ctr Liver Dis, Falls Church, VA USAInova Hlth Syst, Betty & Guy Beatty Ctr Integrated Res, Falls Church, VA USA
Kabbara, Khaled
Younossi, Zobair M.
论文数: 0引用数: 0
h-index: 0
机构:
Inova Hlth Syst, Betty & Guy Beatty Ctr Integrated Res, Falls Church, VA USA
Inova Fairfax Med Campus, Dept Med, Ctr Liver Dis, Falls Church, VA USA
Inova Hlth Syst, Inova Med, Falls Church, VA USAInova Hlth Syst, Betty & Guy Beatty Ctr Integrated Res, Falls Church, VA USA