Evidence map›Paper›PMID 38272339›Full record

ReviewProgress in cardiovascular diseases

Prioritizing the primary prevention of heart failure: Measuring, modifying and monitoring risk.

Ruchi Patel, Tejasvi Peesay, Vaishnavi Krishnan, Jane Wilcox, Lisa Wilsbacher, Sadiya S Khan

Open access · greenAbstract readReview
In one paragraph

Review in Progress in cardiovascular diseases. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed, 1 pooled it
5.2field-weighted citation impact, top 4% 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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

9 citing papers in PubMed, 1 synthesis or guideline pooled it, 13 citations in OpenAlex.

  1. Pooled it
  2. Diagnostic Tests for Stage B Heart Failure.Current cardiology reports · 2026
    Review
  3. Article
  4. Review
  5. Article
  6. Review
  7. Review
  8. Article
  9. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors at 1 institution in 1 country.

Ruchi PatelDepartment of Medicine, Division of General Internal Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
Tejasvi PeesayDepartment of Medicine, Division of General Internal Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
Vaishnavi KrishnanDepartment of Medicine, Division of Cardiovascular Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
Jane WilcoxDepartment of Medicine, Division of Cardiovascular Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
Lisa WilsbacherDepartment of Medicine, Division of Cardiovascular Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA.
Sadiya S KhanDepartment of Medicine, Division of Cardiovascular Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA. Electronic address: s-khan-1@northwestern.edu.
Northwestern University · US

Funding

Patterns of Cardiopulmonary health across the life courseR01HL159250 · NHLBI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI KHAN, SADIYA SANA · 2021 to 2025
$3.5M
NHLBI NIH HHS R01 HL159250
6 · The paper itself

Abstract

With the rising incidence of heart failure (HF) and increasing burden of morbidity, mortality, and healthcare expenditures, primary prevention of HF targeting individuals in at-risk HF (Stage A) and pre-HF (Stage B) Stages has become increasingly important with the goal to decrease progression to symptomatic (Stage C) HF. Identification of risk based on traditional risk factors (e.g., cardiovascular health which can be assessed with the American Heart Association's Life's Essential 8 framework), adverse social determinants of health, inherited risk of cardiomyopathies, and identification of risk-enhancing factors, such as patients with viral disease, exposure to cardiotoxic chemotherapy, and history of adverse pregnancy outcomes should be the first step in evaluation for HF risk. Next, use of guideline-endorsed risk prediction tools such as Pooled Cohort Equations to Prevent Heart Failure provide quantification of absolute risk of HF based in traditional risk factors. Risk reduction through counseling on traditional risk factors is a core focus of implementation of prevention and may include the use of novel therapeutics that target specific pathways to reduce risk of HF, such as mineralocorticoid receptor agonists (e.g., fineronone), angiotensin-receptor/neprolysin inhibitors, and sodium glucose co-transporter-2 inhibitors. These interventions may be limited in at-risk populations who experience adverse social determinants and/or individuals who reside in rural areas. Thus, strategies like telemedicine may improve access to preventive care. Gaps in the current knowledge base for risk-based prevention of HF are highlighted to outline future research that may target approaches for risk assessment and risk-based prevention with the use of artificial intelligence, genomics-enhanced strategies, and pragmatic trials to develop a guideline-directed medical therapy approach to reduce risk among individuals with Stage A and Stage B HF.

Indexed as

Heart FailureSodium-Glucose Transporter 2 InhibitorsArtificial IntelligenceHumansPrimary PreventionRisk FactorsUnited StatesSodium-Glucose Transporter 2 InhibitorsBiomarkerFinerenoneGeneticsHeart failureLifestyle medicinePreventionPrimary preventionRisk predictionRuralSGLT2-ITelehealth

Identifiers

PMID38272339
PMCPMC10947831
OpenAlexW4391152065

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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.