Evidence map›Paper›PMID 42729650›Full record

ArticleFrontiers in cardiovascular medicine2026

Systemic inflammation and the risk of adverse clinical outcomes in heart failure with preserved ejection fraction.

Chi Nguyen, Guanghao Zhang, Prashanth Iyer, Amanda Ackermann, Jeffrey R Skaar, Wing Chow, Radha Ryali, Josephine Harrington

Abstract read
In one paragraph

Article in Frontiers in cardiovascular medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Chi NguyenNovo Nordisk Inc., Plainsboro, NJ, United States.
Guanghao ZhangNovo Nordisk Inc., Plainsboro, NJ, United States.
Prashanth IyerNovo Nordisk Inc., Plainsboro, NJ, United States.
Amanda AckermannNovo Nordisk Inc., Plainsboro, NJ, United States.
Jeffrey R SkaarNovo Nordisk Inc., Plainsboro, NJ, United States.
Wing ChowNovo Nordisk Inc., Plainsboro, NJ, United States.
Radha RyaliNovo Nordisk Inc., Plainsboro, NJ, United States.
Josephine HarringtonUniversity of Colorado Health, Aurora, CO, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Systemic inflammation is implicated in the pathogenesis of cardiovascular disease, including heart failure (HF). We examined the association between systemic inflammation, indicated by elevated high-sensitivity C-reactive protein (hsCRP), and adverse clinical outcomes in individuals with HF with preserved ejection fraction (HFpEF). Methods: This retrospective cohort study identified individuals with HFpEF from the Komodo Healthcare Map™ database (01/01/2016 to 12/31/2023) using a validated algorithm. Systemic inflammation status was established by hsCRP testing: with systemic inflammation if ≥1 hsCRP value of 2-10 mg/L and without systemic inflammation if all hsCRP values <2 mg/L. The relationship between hsCRP and risk for HF events, including all-cause mortality, HF hospitalization and urgent HF visits was examined using Cox proportional hazards models with multivariable adjustment. Results: A total of 11,015 individuals with HFpEF and a qualifying hsCRP measurement were identified (mean age 66.4 years; 44% with systemic inflammation). The incidence rate of the composite HF endpoint was 103.2 per 1,000 person-years for those with systemic inflammation versus 83.3 for those without. Systemic inflammation was associated with a 21% increased risk of the composite HF endpoint (HR 1.21, 95% CI 1.11-1.31). Systemic inflammation was associated with increased risk of HF hospitalization (HR 1.17, 95% CI 1.03-1.33) and urgent HF visits (HR 1.21, 95% CI 1.08-1.35) but not all-cause mortality (HR 1.14, 95% CI 0.98-1.32). Conclusion: Systemic inflammation was associated with increased risk of future adverse CV-related outcomes in individuals with HFpEF, highlighting unmet clinical needs for this population and the potential to optimize their care.

Indexed as

adverse clinical outcomesheart failureheart failure with preserved ejection fraction (HFpEF)high-sensitivity C-reactive protein (hsCRP)systemic inflammation

Identifiers

PMID42729650
PMCPMC13563271

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