Evidence map›Paper›PMID 39831311›Full record

ArticleCirculation. Heart failure2025

Transferrin Saturation, Serum Iron, and Ferritin in Heart Failure: Prognostic Significance and Proteomic Associations.

Sushrima Gan, Joe David Azzo, Lei Zhao, Bianca Pourmussa, Marie Joe Dib, Oday Salman, Ozgun Erten, Christina Ebert, A Mark Richards, Ali Javaheri and 6 more

Abstract read
In one paragraph

Article in Circulation. Heart failure, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
–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

9 citing papers in PubMed.

  1. Article
  2. Proteomic Risk Score for Prediction of Incident Hypertension.Hypertension (Dallas, Tex. : 1979) · 2026
    Article
  3. Article
  4. Review
  5. Iron Deficiency as a Modifiable Risk Factor in Heart Failure: Evidence and Recommendations.American journal of cardiovascular drugs : drugs, devices, and other interventions · 2026
    Review
  6. Review
  7. Biomarkers in Heart Failure: A Review and a Wish.International journal of molecular sciences · 2025
    Review
  8. Article
  9. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

16 authors.

Sushrima Gan *Hospital of the University of Pennsylvania, Philadelphia (S.G., J.D.A., B.P., M.J.D., O.S., O.E., P.Z., T.P.C., J.A.C.).
Joe David Azzo *Hospital of the University of Pennsylvania, Philadelphia (S.G., J.D.A., B.P., M.J.D., O.S., O.E., P.Z., T.P.C., J.A.C.).ORCID 0009-0000-8161-9611
Lei ZhaoBristol Myers Squibb Company, Princeton, NJ (L.Z., C.E.).ORCID 0000-0001-7099-3712
Bianca PourmussaHospital of the University of Pennsylvania, Philadelphia (S.G., J.D.A., B.P., M.J.D., O.S., O.E., P.Z., T.P.C., J.A.C.).ORCID 0000-0003-4763-795X
Marie Joe DibHospital of the University of Pennsylvania, Philadelphia (S.G., J.D.A., B.P., M.J.D., O.S., O.E., P.Z., T.P.C., J.A.C.).ORCID 0000-0001-7591-5684
Oday SalmanHospital of the University of Pennsylvania, Philadelphia (S.G., J.D.A., B.P., M.J.D., O.S., O.E., P.Z., T.P.C., J.A.C.).ORCID 0000-0002-8390-1036
Ozgun ErtenHospital of the University of Pennsylvania, Philadelphia (S.G., J.D.A., B.P., M.J.D., O.S., O.E., P.Z., T.P.C., J.A.C.).
Christina EbertBristol Myers Squibb Company, Princeton, NJ (L.Z., C.E.).ORCID 0000-0003-0985-3547
A Mark RichardsCardiovascular Research Institute, National University of Singapore (A.M.R.).ORCID 0000-0002-2023-8177
Ali JavaheriWashington University School of Medicine, St. Louis, MO (A.J., D.L.M.).ORCID 0000-0001-6657-331X
Douglas L MannWashington University School of Medicine, St. Louis, MO (A.J., D.L.M.).ORCID 0000-0002-2516-0145
Ernst RietzschelDepartment of Cardiovascular Diseases, Ghent University and Ghent University Hospital, Belgium (E.R.).ORCID 0000-0002-8422-177X
Payman ZamaniHospital of the University of Pennsylvania, Philadelphia (S.G., J.D.A., B.P., M.J.D., O.S., O.E., P.Z., T.P.C., J.A.C.).ORCID 0000-0002-9345-5834
Vanessa van EmpelDepartment of Cardiology, Maastricht University Medical Center, the Netherlands (V.v.E.).ORCID 0000-0002-6864-0296
Thomas P CappolaHospital of the University of Pennsylvania, Philadelphia (S.G., J.D.A., B.P., M.J.D., O.S., O.E., P.Z., T.P.C., J.A.C.).ORCID 0000-0002-9630-7204
Julio A ChirinosHospital of the University of Pennsylvania, Philadelphia (S.G., J.D.A., B.P., M.J.D., O.S., O.E., P.Z., T.P.C., J.A.C.).ORCID 0000-0001-9035-5670

Funding

Subclinical Vascular Contributions to Alzheimer's Disease: The Multi-Ethnic Study of Atherosclerosis (MESA) Multisite Study of AD (Renewal)R01AG058969 · NIA · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI Timothy M. Hughes, YONGMEI LIU · 2018 to 2026
$33.4M
Understanding the relationship between obesity and tongue fat in humans and ratsP01HL094307 · NHLBI · UNIVERSITY OF PENNSYLVANIA · PI PACK, ALLAN I · 2009 to 2020
$23.7M
Predicting Weight Regain Following Weight Loss Using Physiological Measures of Appetite and Energy ExpenditureUH3DK128298 · NIDDK · DREXEL UNIVERSITY · PI KELLY C ALLISON, MATTHEW R HAYES · 2022 to 2026
$6.8M
Genomics of myocardial transcription factors in cardiac remodelingR01HL088577 · NHLBI · UNIVERSITY OF PENNSYLVANIA · PI CAPPOLA, THOMAS P. · 2007 to 2013
$5.3M
VASCULAR EFFECTS OF DIETARY SALT IN HUMANS WITH SALT-RESISTANT BPR01HL104106 · NHLBI · UNIVERSITY OF DELAWARE · PI EDWARDS, DAVID G, FARQUHAR, WILLIAM B · 2011 to 2021
$4.5M
NAD+ precursor supplementation with exercise training to improve aerobic capacity in Friedreich's AtaxiaR01HL149722 · NHLBI · CHILDREN'S HOSP OF PHILADELPHIA · PI MCCORMACK, SHANA ERIN · 2020 to 2024
$4.0M
Targeting Skeletal Muscle Perfusion and Oxidative Capacity in HFpEFR01HL155599 · NHLBI · UNIVERSITY OF PENNSYLVANIA · PI ZAMANI, PAYMAN · 2021 to 2025
$3.9M
Multidrug Metabolic Approach to Improve Exercise and Skeletal Muscle Oxidative Capacity in HFpEFR01HL157264 · NHLBI · UNIVERSITY OF PENNSYLVANIA · PI ZAMANI, PAYMAN · 2021 to 2025
$3.5M
Blockade of calcium channels and beta adrenergic receptors for physiologic abnormalities in heart failure with preserved ejection fraction (BLOCK HFpEF)R01HL153646 · NHLBI · UNIVERSITY OF PENNSYLVANIA · PI COHEN, JORDANA B. · 2020 to 2024
$3.2M
Efficacy of Potassium Nitrate in Heart Failure with Preserved Ejection FractionR01HL121510 · NHLBI · UNIVERSITY OF PENNSYLVANIA · PI CHIRINOS MEDINA, JULIO ALONSO · 2015 to 2019
$3.1M
Developing Oral LT3 Therapy for Heart FailureR33HL146390 · NHLBI · UNIVERSITY OF PENNSYLVANIA · PI CAPPOLA, ANNE R, CAPPOLA, THOMAS P. · 2020 to 2022
$2.2M
Efficacy of Fenofibrate for COVID-19: A phase II randomized controlled trialU01TR003734 · NCATS · UNIVERSITY OF PENNSYLVANIA · PI CHIRINOS MEDINA, JULIO ALONSO · 2021 to 2021
$1.8M
NCATS NIH HHS U01 TR003734NHLBI NIH HHS P01 HL094307NHLBI NIH HHS R01 HL088577NHLBI NIH HHS R01 HL104106NHLBI NIH HHS R01 HL121510NHLBI NIH HHS R01 HL149722NHLBI NIH HHS R01 HL153646NHLBI NIH HHS R01 HL155599NHLBI NIH HHS R01 HL157264NHLBI NIH HHS R03 HL146874NHLBI NIH HHS R33 HL146390NHLBI NIH HHS R56 HL136730NHLBI NIH HHS U01 HL160277NIA NIH HHS K24 AG070459NIA NIH HHS R01 AG058969NIDDK NIH HHS UH3 DK128298
6 · The paper itself

Abstract

backgroundIron deficiency (ID) is currently defined as a serum ferritin level <100 or 100 to 299 ng/mL with transferrin saturation (TSAT) <20%. Serum ferritin and TSAT are currently used to define absolute and functional ID. However, individual markers of iron metabolism may be more informative than current arbitrary definitions of ID.

methodsWe assessed prognostic associations of ferritin, serum iron, and TSAT among 2050 participants with heart failure (HF) with reduced/mid-range (n=1821) or preserved (n=229) left ventricular ejection fraction enrolled in the PHFS (Penn HF Study), a prospective cohort study. We measured 4928 plasma proteins using an aptamer-based assay (SOMAScanv4) and assessed prognostic and proteomic associations of markers of iron metabolism.

resultsFerritin concentrations were not associated with outcomes, whereas low TSAT and serum iron were associated with the risk of all-cause death (TSAT: standardized hazard ratio, 0.84 [95% CI, 0.76-0.93];

conclusionsLow TSAT, but not ferritin concentrations, is significantly associated with adverse outcomes in HF. Low TSAT is more strongly associated with outcomes in HF with preserved ejection fraction. Pathways related to inflammation and lipid metabolism are associated with low TSAT in HF.

Indexed as

FerritinsHeart FailureIronProteomicsTransferrinAgedBiomarkersFemaleHumansMaleMiddle AgedPrognosisProspective StudiesRisk FactorsStroke VolumeVentricular Function, LeftBiomarkersFerritinsIronTransferrinferritinsheart failureinflammationiron deficiencieslipid metabolism

Identifiers

PMID39831311
PMCPMC11835534

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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.