Evidence map›Paper›PMID 29322198›Full record

Observational studyJAMA cardiology2018

Association of Cardiovascular Biomarkers With Incident Heart Failure With Preserved and Reduced Ejection Fraction.

Rudolf A de Boer, Matthew Nayor, Christopher R deFilippi, Danielle Enserro, Vijeta Bhambhani, Jorge R Kizer, Michael J Blaha, Frank P Brouwers, Mary Cushman, Joao A C Lima and 26 more

Registry-linked trialOpen access · bronzeAbstract readMulticenter StudyObservational Study
In one paragraph

Observational study in JAMA cardiology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It reports registered trial NCT04056039. Cited by 159 papers, 9 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
159citing papers in PubMed, 9 pooled it
20.1field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT04056039 phase2completed

Efficacy of Atorvastatin vs Colchicine in Decrease of Troponin I of High Sensitivity as a Biomarker of Myocardial Damage in Patients With Rheumatoid Arthritis With Severe Activity.

Ran2018Enrolled60Registered outcomes3Posted comparisons0ConditionsArthritis, Rheumatoid, Cardiovascular DiseasesArmsAtorvastatin, Colchicine
Open the trial in the graph
3 · Its place in the literature

Who cites it

159 citing papers in PubMed, 9 syntheses or guidelines pooled it, 250 citations in OpenAlex.

  1. Guideline
  2. Pooled it
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  10. Observational
  11. Article
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  17. Article
  18. Bone morphogenetic protein 10: clinical correlates and risk of incident atrial fibrillation.American journal of physiology. Heart and circulatory physiology · 2025
    Article
  19. Review
  20. Review

99 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

36 authors at 18 institutions in 3 countries.

Rudolf A de BoerDepartment of Cardiology, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands.
Matthew NayorCardiology Division, Department of Medicine, Massachusetts General Hospital, Boston.
Christopher R deFilippiInova Heart and Vascular Institute, Falls Church, Virginia.
Danielle EnserroDepartment of Preventive Medicine, Boston University School of Medicine, Boston, Massachusetts.
Vijeta BhambhaniCardiology Division, Department of Medicine, Massachusetts General Hospital, Boston.
Jorge R KizerDepartment of Medicine, Albert Einstein College of Medicine, Bronx, New York.
Michael J BlahaCiccarone Center for the Prevention of Heart Disease, The Johns Hopkins University, Baltimore, Maryland.
Frank P BrouwersDepartment of Cardiology, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands.
Mary CushmanDivision of Hematology/Oncology, Department of Medicine, University of Vermont Larner College of Medicine, Burlington.
Joao A C LimaDepartment of Medicine, Johns Hopkins Medical Institutions, The Johns Hopkins University, Baltimore, Maryland.
Hossein BahramiDivision of Cardiovascular Medicine, Keck School of Medicine of University of Southern California, Los Angeles.
Pim van der HarstDepartment of Cardiology, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands.
Thomas J WangDivision of Cardiovascular Medicine, Vanderbilt University Medical Center, Nashville, Tennessee.
Ron T GansevoortDepartment of Internal Medicine, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands.
Caroline S FoxCenter for Population Studies, National Heart, Lung, and Blood Institute, Bethesda, Maryland.
Hanna K GagginCardiology Division, Department of Medicine, Massachusetts General Hospital, Boston.
Willem J KopCenter of Research on Psychology in Somatic Diseases, Department of Medical and Clinical Psychology, Tilburg University, Tilburg, the Netherlands.
Kiang LiuDepartment of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
Ramachandran S VasanFramingham Heart Study, Framingham, Massachusetts.
Bruce M PsatyCardiovascular Health Research Unit, Departments of Medicine, Epidemiology and Health Services, University of Washington, Seattle.
Douglas S LeeInstitute for Clinical Evaluative Sciences, Toronto, Ontario, Canada.
Hans L HillegeDepartment of Cardiology, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands.
Traci M BartzDepartment of Biostatistics, University of Washington, Seattle.
Emelia J BenjaminFramingham Heart Study, Framingham, Massachusetts.
Cheeling ChanDepartment of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
Matthew AllisonDepartment of Family Medicine and Public Health, University of California, San Diego, La Jolla.
Julius M GardinDivision of Cardiology, Department of Medicine, Rutgers New Jersey Medical School, Newark.
James L JanuzziCardiology Division, Department of Medicine, Massachusetts General Hospital, Boston.
Sanjiv J ShahDivision of Cardiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
Daniel LevyCenter for Population Studies, National Heart, Lung, and Blood Institute, Bethesda, Maryland.
David M HerringtonSection on Cardiovascular Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina.
Martin G LarsonDepartment of Preventive Medicine, Boston University School of Medicine, Boston, Massachusetts.
Wiek H van GilstDepartment of Cardiology, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands.
John S GottdienerInova Heart and Vascular Institute, Falls Church, Virginia.
Alain G BertoniDivision of Public Health Sciences, Department of Epidemiology and Prevention, Wake Forest School of Medicine, Winston-Salem, North Carolina.
Jennifer E HoCardiology Division, Department of Medicine, Massachusetts General Hospital, Boston.
Massachusetts General Hospital · USBoston University · USUniversity of Groningen · NLNorthwestern University · USAlaska Heart and Vascular Institute · USJohns Hopkins University · USNational Heart Lung and Blood Institute · USUniversity Medical Center Groningen · NLUniversity of Washington · USWake Forest University · USAlbert Einstein College of Medicine · USInstitute for Clinical Evaluative Sciences · CARutgers, The State University of New Jersey · USTilburg University · NLUniversity of California, San Diego · USUniversity of Southern California · USUniversity of Vermont · USVanderbilt University Medical Center · US

Funding

UCLA Clinical Translational Science InstituteUL1TR001881 · NCATS · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI ARLEEN F. BROWN, ARASH NAEIM · 2016 to 2026
$118.1M
Institute for Clinical and Translational ResearchUL1TR001079 · NCATS · JOHNS HOPKINS UNIVERSITY · PI FORD, DANIEL ERNEST · 2013 to 2017
$60.1M
Translational Research CoreP30DK020541 · NIDDK · ALBERT EINSTEIN COLLEGE OF MEDICINE, INC · PI DONALD K. SCOTT · 2015 to 2026
$27.7M
Clinical and Translational Science AwardUL1TR000040 · NCATS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI GINSBERG, HENRY N · 2012 to 2015
$26.2M
Exceptional Survival: Trajectories to Functional Aging (CHS All Stars)R01AG023629 · NIA · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI NEWMAN, ANNE B. · 2004 to 2016
$9.5M
CHARGE Consortium: Omics Discovery for CVD and Aging PhenotypesR01HL105756 · NHLBI · UNIVERSITY OF WASHINGTON · PI Bruce M Psaty, NICHOLAS L SMITH · 2011 to 2026
$9.5M
CHS research resources for the cardiovascular health of older adultsU01HL130114 · NHLBI · UNIVERSITY OF WASHINGTON · PI BURKE, GREGORY L, KRONMAL, RICHARD A · 2016 to 2019
$6.6M
CHS Events Follow-up StudyU01HL080295 · NHLBI · UNIVERSITY OF WASHINGTON · PI PSATY, BRUCE M · 2005 to 2008
$4.6M
The Association of Metabolic Disease and Pulmonary HypertensionR01HL134893 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI HO, JENNIFER E · 2017 to 2021
$2.9M
Role of EIIIA fibronectin in pulmonary fibrosisR01HL085083 · NHLBI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI WHITE, ERIC S · 2007 to 2011
$1.9M
Metabolic Signatures of Impaired Cardiorespiratory Fitness: Correlates, Prognostic Significance and Modulation with Exercise TrainingK23HL138260 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI NAYOR, MATTHEW G. · 2017 to 2021
$998k
Inflammation and Risk of Myocardial and Coronary Diseases in HIV Infected PatientsK23HL128164 · NHLBI · UNIVERSITY OF SOUTHERN CALIFORNIA · PI BAHRAMI, HOSSEIN · 2015 to 2019
$885k
NCATS NIH HHS UL1 TR000040NCATS NIH HHS UL1 TR001079NCATS NIH HHS UL1 TR001881NHLBI NIH HHS HHSN268200800007CNHLBI NIH HHS HHSN268201200036CNHLBI NIH HHS HHSN268201500001INHLBI NIH HHS HHSN268201500003INHLBI NIH HHS K23 HL116780NHLBI NIH HHS K23 HL128164NHLBI NIH HHS K23 HL138260NHLBI NIH HHS L30 HL129375NHLBI NIH HHS N01 HC025195NHLBI NIH HHS N01 HC055222NHLBI NIH HHS N01 HC085079NHLBI NIH HHS N01 HC085080NHLBI NIH HHS N01 HC085081NHLBI NIH HHS N01 HC085082NHLBI NIH HHS N01 HC085083NHLBI NIH HHS N01 HC085086NHLBI NIH HHS N01 HC095159NHLBI NIH HHS N01 HC095160NHLBI NIH HHS N01 HC095161NHLBI NIH HHS N01 HC095162NHLBI NIH HHS N01 HC095163NHLBI NIH HHS N01 HC095164NHLBI NIH HHS N01 HC095165NHLBI NIH HHS N01 HC095166NHLBI NIH HHS N01 HC095167NHLBI NIH HHS N01 HC095168NHLBI NIH HHS N01 HC095169NHLBI NIH HHS R01 HL105756NHLBI NIH HHS R01 HL134893NHLBI NIH HHS U01 HL080295NHLBI NIH HHS U01 HL130114NIA NIH HHS R01 AG023629NIDDK NIH HHS P30 DK020541
6 · The paper itself

Abstract

Importance: Nearly half of all patients with heart failure have preserved ejection fraction (HFpEF) as opposed to reduced ejection fraction (HFrEF), yet associations of biomarkers with future heart failure subtype are incompletely understood. Objective: To evaluate the associations of 12 cardiovascular biomarkers with incident HFpEF vs HFrEF among adults from the general population. Design, Setting, and Participants: This study included 4 longitudinal community-based cohorts: the Cardiovascular Health Study (1989-1990; 1992-1993 for supplemental African-American cohort), the Framingham Heart Study (1995-1998), the Multi-Ethnic Study of Atherosclerosis (2000-2002), and the Prevention of Renal and Vascular End-stage Disease study (1997-1998). Each cohort had prospective ascertainment of incident HFpEF and HFrEF. Data analysis was performed from June 25, 2015, to November 9, 2017. Exposures: The following biomarkers were examined: N-terminal pro B-type natriuretic peptide or brain natriuretic peptide, high-sensitivity troponin T or I, C-reactive protein (CRP), urinary albumin to creatinine ratio (UACR), renin to aldosterone ratio, D-dimer, fibrinogen, soluble suppressor of tumorigenicity, galectin-3, cystatin C, plasminogen activator inhibitor 1, and interleukin 6. Main Outcomes and Measures: Development of incident HFpEF and incident HFrEF. Results: Among the 22 756 participants in these 4 cohorts (12 087 women and 10 669 men; mean [SD] age, 60 [13] years) in the study, during a median follow-up of 12 years, 633 participants developed incident HFpEF, and 841 developed HFrEF. In models adjusted for clinical risk factors of heart failure, 2 biomarkers were significantly associated with incident HFpEF: UACR (hazard ratio [HR], 1.33; 95% CI, 1.20-1.48; P < .001) and natriuretic peptides (HR, 1.27; 95% CI, 1.16-1.40; P < .001), with suggestive associations for high-sensitivity troponin (HR, 1.11; 95% CI, 1.03-1.19; P = .008), plasminogen activator inhibitor 1 (HR, 1.22; 95% CI, 1.03-1.45; P = .02), and fibrinogen (HR, 1.12; 95% CI, 1.03-1.22; P = .01). By contrast, 6 biomarkers were associated with incident HFrEF: natriuretic peptides (HR, 1.54; 95% CI, 1.41-1.68; P < .001), UACR (HR, 1.21; 95% CI, 1.11-1.32; P < .001), high-sensitivity troponin (HR, 1.37; 95% CI, 1.29-1.46; P < .001), cystatin C (HR, 1.19; 95% CI, 1.11-1.27; P < .001), D-dimer (HR, 1.22; 95% CI, 1.11-1.35; P < .001), and CRP (HR, 1.19; 95% CI, 1.11-1.28; P < .001). When directly compared, natriuretic peptides, high-sensitivity troponin, and CRP were more strongly associated with HFrEF compared with HFpEF. Conclusions and Relevance: Biomarkers of renal dysfunction, endothelial dysfunction, and inflammation were associated with incident HFrEF. By contrast, only natriuretic peptides and UACR were associated with HFpEF. These findings highlight the need for future studies focused on identifying novel biomarkers of the risk of HFpEF.

Indexed as

AdultAgedBiomarkersFemaleHeart FailureHumansLongitudinal StudiesMaleMiddle AgedProspective StudiesRisk FactorsStroke VolumeBiomarkers

Identifiers

PMID29322198
PMCPMC5862778
OpenAlexW2783147489

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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.