ReviewInternational journal of biological sciences2026
Cross-cutting circuits in heart failure with preserved ejection fraction: Integrating adipokine biology, mechanotransduction, and precision targeting.
Review in International journal of biological sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Heart failure with preserved ejection fraction (HFpEF) accounts for half of all heart failure cases. However, its complex pathophysiology, which is characterized by bidirectional interactions among immune, metabolic, and mechanical pathways, has long resisted a simple explanation. Approach: Rather than listing parallel mechanisms, this review organizes recent breakthroughs around three cross-cutting frontiers: neuroimmune regulation, cell-type-specific metabolic reprogramming, and mechanotransduction. It then integrates these frontiers within the adipokine hypothesis. Key findings: Cardiac macrophage subset imbalance, myeloid fatty acid-driven inflammation, matrix stiffness-mediated feedforward loops, and adipokine imbalance have emerged as interconnected drivers of HFpEF. Conclusion: With the aid of multi-omics and machine learning, mapping these mechanistic dialogues onto phenotype-targeted precision therapy provides a roadmap for transforming HFpEF from a syndrome defined by ejection fraction into molecularly tractable endotypes.
Indexed as
Identifiers
What OpenQuestion holds
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.