Evidence map›Paper›PMID 38641904›Full record

ArticleESC heart failure2024

Prognostic value of growth differentiation factor-15 in heart failure among whole ejection fraction phenotypes.

Lyu Lyu, Juan Xu, Cui Xv, Hunan Xiao, Zhenzhen Liu, Yanru He, Weiyang Gao, Benchuan Hao, Hongbin Liu

Open access · goldAbstract read
In one paragraph

Article in ESC heart failure, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed, 2 pooled it
2.8field-weighted citation impact, top 10% 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

11 citing papers in PubMed, 2 syntheses or guidelines pooled it, 6 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Article
  4. Review
  5. Article
  6. Multicellular senescence programs in the aged heart.Journal of molecular and cellular cardiology plus · 2026
    Review
  7. Review
  8. Review
  9. Article
  10. Observational
  11. Article
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

9 authors at 4 institutions in 1 country.

Lyu LyuDepartment of Cardiology, The Second Medical Centre, Chinese PLA General Hospital, Beijing, China.
Juan XuDepartment of General Surgery, Affiliated Xiaoshan Hospital, Hangzhou Normal University, Hangzhou, China.
Cui XvDepartment of Medical Administration, The 305 Hospital of PLA, Beijing, China.
Hunan XiaoDepartment of Cardiology, The Second Medical Centre, Chinese PLA General Hospital, Beijing, China.
Zhenzhen LiuDepartment of Cardiology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.
Yanru HeDepartment of Cardiology, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.
Weiyang GaoDepartment of Cardiology, The Second Medical Centre, Chinese PLA General Hospital, Beijing, China.
Benchuan HaoDepartment of Cardiology, The Second Medical Centre, Chinese PLA General Hospital, Beijing, China.
Hongbin LiuDepartment of Cardiology, The Second Medical Centre, Chinese PLA General Hospital, Beijing, China.ORCID 0000-0002-9418-7341
Chinese PLA General Hospital · CNSecond Affiliated Hospital of Xi'an Jiaotong University · CNAffiliated Hospital of Hangzhou Normal University · CNPLA 306 Hospital · CN

Funding

Special Project of Health Care Fund 22BJZ26
6 · The paper itself

Abstract

aimsThe utility of growth differentiation factor-15 (GDF-15) in predicting long-term adverse outcomes in heart failure (HF) patients is not well established. This study explored the relationship between GDF-15 levels and adverse outcomes in HF patients across various ejection fraction (EF) phenotypes associated with coronary heart disease (CHD) and evaluated the added prognostic value of incorporating GDF-15 into the Meta-Analysis Global Group in Chronic Heart Failure (MAGGIC) risk score-based model. METHODS AND

resultsThis single-centre cohort study included 823 HF patients, categorized into 230 (27.9%) reduced EF (HFrEF), 271 (32.9%) mid-range EF (HFmrEF), and 322 (39.1%) preserved EF (HFpEF) groups. The median age was 68.0 years (range: 56.0-77.0), and 245 (29.8%) were females. Compared with the HFrEF and HFmrEF groups, the HFpEF group had a higher GDF-15 concentration (P = 0.002) and a higher MAGGIC risk score (P < 0.001). We examined the associations between GDF-15 levels and the risks of all-cause mortality and HF rehospitalization using Cox regression models. The C-index, integrated discrimination improvement (IDI), and net reclassification improvement (NRI) metrics were employed to assess the incremental prognostic value. During the 9.4 year follow-up period, 425 patients died, and 484 were rehospitalized due to HF. Multivariate Cox regression analysis revealed that elevated GDF-15 levels were significantly associated with an increased risk of all-cause mortality [hazard ratio (HR) = 1.36, 95% confidence interval (CI): 1.20-1.54; P < 0.001] and HF rehospitalization (HR = 1.75, 95% CI: 1.57-1.95; P < 0.001) across all HF phenotypes. This association remained significant when GDF-15 was treated as a categorical variable (high GDF-15 group: all-cause death: HR = 1.73, 95% CI: 1.40-2.14; P < 0.001; HF rehospitalization: HR = 3.37, 95% CI: 2.73-4.15; P < 0.001). Inclusion of GDF-15 in the MAGGIC risk score-based model provided additional prognostic value for all HF patients (Δ C-index = 0.021, 95% CI: 0.002-0.041; IDI = 0.011, 95% CI: 0.001-0.025; continuous NRI = 0.489, 95% CI: 0.174-0.629) and HF rehospitalization (Δ C-index = 0.034, 95% CI: 0.005-0.063; IDI = 0.021, 95% CI: 0.007-0.032; continuous NRI = 0.307, 95% CI: 0.147-0.548), particularly in the HFpEF subgroup.

conclusionsGDF-15 is identified as an independent risk factor for adverse outcomes in HF patients across the entire EF spectrum in the context of CHD. Integrating GDF-15 into the MAGGIC risk score-based model enhances its prognostic capability for adverse outcomes in the general HF population. This incremental prognostic effect was observed specifically in the HFpEF subgroup and not in other subgroups.

Indexed as

BiomarkersGrowth Differentiation Factor 15Heart FailurePhenotypeStroke VolumeAgedFemaleFollow-Up StudiesHumansMaleMiddle AgedPrognosisRetrospective StudiesRisk AssessmentSurvival RateVentricular Function, LeftBiomarkersGDF15 protein, humanGrowth Differentiation Factor 15Growth differentiation factor‐15Heart failure with mid‐range ejection fractionHeart failure with preserved ejection fractionHeart failure with reduced ejection fractionThe Meta‐Analysis Global Group in Chronic Heart Failure risk score

Identifiers

PMID38641904
PMCPMC11287306
OpenAlexW4394978835

What OpenQuestion 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 OpenQuestion graph.