Evidence map›Paper›PMID 40825966›Full record

Trial reportScientific reports2025

Proteomic pathways across the ejection fraction spectrum in patients with heart failure and diabetes mellitus: an EXSCEL trial substudy.

Anthony E Peters, Maggie Nguyen, Jennifer B Green, Ewan R Pearson, John B Buse, Harald Sourij, Adrian F Hernandez, Naveed Sattar, Rury R Holman, Robert J Mentz and 1 more

Abstract readRandomized Controlled Trial
In one paragraph

Trial report in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers, 1 of them a synthesis that pooled it.

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

4 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Immunology of heart failure with preserved ejection fraction.Expert review of clinical immunology · 2025
    Pooled it
  2. Article
  3. Article
  4. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

11 authors.

Anthony E PetersDivision of Cardiology, Duke University School of Medicine, Durham, NC, USA.
Maggie NguyenDuke Molecular Physiology Institute, Duke University School of Medicine, 300 N. Duke Street, Durham, NC, 27710, USA.
Jennifer B GreenDuke Clinical Research Institute, Durham, NC, USA.
Ewan R PearsonDivision of Population Health and Genomics, University of Dundee, Dundee, Scotland, UK.
John B BuseDivision of Endocrinology, University of North Carolina School of Medicine, Chapel Hill, NC, USA.
Harald SourijDivision of Endocrinology and Diabetology, Medical University of Graz, Graz, Austria.
Adrian F HernandezDivision of Cardiology, Duke University School of Medicine, Durham, NC, USA.
Naveed SattarInstitute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, UK.
Rury R HolmanDiabetes Trials Unit, Radcliffe Department of Medicine, University of Oxford, Oxford, UK.
Robert J MentzDivision of Cardiology, Duke University School of Medicine, Durham, NC, USA.
Svati H ShahDivision of Cardiology, Duke University School of Medicine, Durham, NC, USA. svati.shah@duke.edu.

Funding

Postdoctoral Training in Cardiovascular Clinical ResearchT32HL069749 · NHLBI · DUKE UNIVERSITY · PI MARK, DANIEL B · 2003 to 2023
$6.7M
NHLBI NIH HHS T32 HL069749NHLBI NIH HHS T32HL069749
6 · The paper itself

Abstract

Ejection fraction (EF) is a key component of heart failure (HF) classification. However, the biologic basis of HF with mildly reduced EF (HFmrEF) as a distinct biologic entity distinct from HF with preserved EF (HFpEF) and reduced EF (HFrEF) has not been well characterized. The EXSCEL trial randomized participants with type 2 diabetes (T2DM) to a once-weekly glucagon-like peptide receptor agonist (GLP-1 RA) exenatide (EQW) vs. placebo. For this study, profiling of ~ 5000 proteins using the SomaLogic SomaScan platform was performed in baseline and 12-month serum samples from N = 1199 participants with prevalent HF at baseline. Unsupervised principal component analysis (PCA) and ANOVA (FDR p < 0.1) were used to identify proteins that were significantly between three EF groups (EF > 55% [HFpEF], EF 40-55% [HFmrEF], EF < 40% [HFrEF], categories as previously curated in the parent trial). Cox proportional hazards was used to assess association between baseline levels of proteins significantly different between groups, and changes in protein level between baseline and 12-month, with time-to-HF hospitalization. Mixed models were used to assess whether significant proteins changed differentially with exenatide vs. placebo therapy. Of N = 1199 EXSCEL participants with prevalent HF, 284 (24%), 704 (59%) and 211 (18%) had HFpEF, HFmrEF and HFrEF, respectively. Eight principal components analysis (PCA) protein factors differed significantly across the three EF groups, of which 270 individual proteins within those factors were significant. The majority of proteins (75%) demonstrated similar levels in HFmrEF and HFpEF with higher levels in HFrEF. Biologic pathways of epithelial-mesenchymal transition, ECM receptor interaction (tenascin C [TNC], COL28A1), complement and coagulation cascades, and epithelial apical surface and junctions demonstrated enrichment among proteins with this dominant pattern. A minority of proteins (1%) demonstrated similar levels between HFmrEF and HFrEF with lower levels in HFpEF, including MMP-9 (p < 0.0001). Baseline levels of the majority of the 270 proteins (92%) were also associated with time-to-incident HF hospitalization including domains of extracellular matrix (COL28A1, TNC), angiogenesis (VEGFa, VEGFd), myocyte stretch (NT-proBNP), and renal function (cystatin-C). Change in levels of 8% of these from baseline to 12 months (including increase in TNC) predicted incident HF hospitalization (p < 0.05). Levels of 41% of the 270 significant proteins (including TNC and NT-proBNP; p < 0.0001) were reduced differentially by EQW compared with placebo. In conclusion, we found that serum levels of the vast majority of proteins across multiple biologic domains were similar between HFmrEF and HFpEF suggesting that HFmrEF may be more biologically similar to HFpEF than HFrEF. We also identified specific biomarkers showing this pattern, most notably TNC, for which baseline and change levels predicted incident HF hospitalization and were beneficially modified by the GLP-1 RA EQW. These results may offer unique data on prognosis and pharmacotherapy modification with variability by EF.

Indexed as

Diabetes Mellitus, Type 2Heart FailureProteomicsStroke VolumeAgedExenatideFemaleHumansHypoglycemic AgentsMaleMiddle AgedExenatideHypoglycemic Agents

Identifiers

PMID40825966
PMCPMC12361379

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.