Evidence map›Paper›PMID 37317858›Full record

ArticleCirculation2023

Cardiomuscular Biomarkers in the Diagnosis and Prognostication of Immune Checkpoint Inhibitor Myocarditis.

Lorenz H Lehmann, Markus B Heckmann, Guillaume Bailly, Daniel Finke, Adrien Procureur, John R Power, Frederic Stein, Marie Bretagne, Stephane Ederhy, Charlotte Fenioux and 17 more

Open access · bronzeAbstract read
In one paragraph

Article in Circulation, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 105 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
105citing papers in PubMed, 4 pooled it
29.2field-weighted citation impact, top 1% 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

105 citing papers in PubMed, 4 syntheses or guidelines pooled it, 127 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Pooled it
  4. Pooled it
  5. Trial
  6. Review
  7. Article
  8. Immune checkpoint inhibitor-associated myocarditis: clinical and mechanistic insights.Inflammation research : official journal of the European Histamine Research Society ... [et al.] · 2026
    Review
  9. Article
  10. Review
  11. Review
  12. Machine learning approaches to predict early cardiac immune-related adverse events in patients receiving immune checkpoint inhibitors.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
    Article
  13. Role of Troponins in CardioOncology.Current treatment options in oncology · 2026
    Review
  14. Article
  15. Article
  16. Article
  17. Review
  18. Review
  19. Article
  20. Review

45 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

27 authors at 10 institutions in 4 countries.

Lorenz H Lehmann *Department of Cardiology, Angiology, and Pneumology, Heidelberg University Hospital, German Centre for Cardiovascular Research DZHK, Heidelberg, Germany (L.H.L., M.B.H., D.F., F.S., J.P.M., H.A.K., E.G., N.F., Z.K.).ORCID 0000-0001-5077-8580
Markus B Heckmann *Department of Cardiology, Angiology, and Pneumology, Heidelberg University Hospital, German Centre for Cardiovascular Research DZHK, Heidelberg, Germany (L.H.L., M.B.H., D.F., F.S., J.P.M., H.A.K., E.G., N.F., Z.K.).ORCID 0000-0002-3085-1282
Guillaume BaillySorbonne Université, Assistance Publique-Hôpitaux de Paris, INSERM, Department of Pharmacology, UNICO-GRECO Cardio-oncology program, Pitié-salpétrière Hospital, Paris, France (G.B., A.P., F.S., M.B., C.F., O.H., J-E.S.).
Daniel FinkeDepartment of Cardiology, Angiology, and Pneumology, Heidelberg University Hospital, German Centre for Cardiovascular Research DZHK, Heidelberg, Germany (L.H.L., M.B.H., D.F., F.S., J.P.M., H.A.K., E.G., N.F., Z.K.).ORCID 0000-0002-0536-7536
Adrien ProcureurSorbonne Université, Assistance Publique-Hôpitaux de Paris, INSERM, Department of Pharmacology, UNICO-GRECO Cardio-oncology program, Pitié-salpétrière Hospital, Paris, France (G.B., A.P., F.S., M.B., C.F., O.H., J-E.S.).ORCID 0000-0003-3486-5208
John R PowerUniversity of California San Diego (J.R.P).ORCID 0000-0003-4254-4447
Frederic SteinDepartment of Cardiology, Angiology, and Pneumology, Heidelberg University Hospital, German Centre for Cardiovascular Research DZHK, Heidelberg, Germany (L.H.L., M.B.H., D.F., F.S., J.P.M., H.A.K., E.G., N.F., Z.K.).
Marie BretagneSorbonne Université, Assistance Publique-Hôpitaux de Paris, INSERM, Department of Pharmacology, UNICO-GRECO Cardio-oncology program, Pitié-salpétrière Hospital, Paris, France (G.B., A.P., F.S., M.B., C.F., O.H., J-E.S.).
Stephane EderhySorbonne Université, Assistance Publique-Hôpitaux de Paris, INSERM, Department of Cardiology, UNICO-GRECO Cardio-oncology program, Saint-Antoine Hospital, Paris, France (S.E.).ORCID 0000-0002-0792-2521
Charlotte FeniouxSorbonne Université, Assistance Publique-Hôpitaux de Paris, INSERM, Department of Pharmacology, UNICO-GRECO Cardio-oncology program, Pitié-salpétrière Hospital, Paris, France (G.B., A.P., F.S., M.B., C.F., O.H., J-E.S.).
Omar HamwySorbonne Université, Assistance Publique-Hôpitaux de Paris, INSERM, Department of Pharmacology, UNICO-GRECO Cardio-oncology program, Pitié-salpétrière Hospital, Paris, France (G.B., A.P., F.S., M.B., C.F., O.H., J-E.S.).
Elisa Funck-BrentanoHopital Ambroise-Paré, Neuilly Sur Seine, France (E.F-B.).ORCID 0000-0002-1092-0789
Emanuela RomanoCenter for Cancer Immunotherapy, Department of Oncology, PSL Research University, Institut Curie, Paris, France (E.R.).
Laurence PieroniSorbonne Université, Assistance Publique-Hôpitaux de Paris, Biochimie- Hormonologie, Hôpital Tenon, Paris, France (L.P.).ORCID 0000-0001-5014-9688
Jan P MünsterDepartment of Cardiology, Angiology, and Pneumology, Heidelberg University Hospital, German Centre for Cardiovascular Research DZHK, Heidelberg, Germany (L.H.L., M.B.H., D.F., F.S., J.P.M., H.A.K., E.G., N.F., Z.K.).ORCID 0009-0003-1687-4570
Yves AllenbachDepartment of Internal Medicine (Y.A., C.A.), Sorbonne Université, Assistance Publique-Hôpitaux de Paris, INSERM, Hôpital Pitié-Salpêtrière, France.ORCID 0000-0002-3185-7993
Céline AnquetilDepartment of Internal Medicine (Y.A., C.A.), Sorbonne Université, Assistance Publique-Hôpitaux de Paris, INSERM, Hôpital Pitié-Salpêtrière, France.
Sarah Leonard-LouisNeuropathology (S.L-L.), Sorbonne Université, Assistance Publique-Hôpitaux de Paris, INSERM, Hôpital Pitié-Salpêtrière, France.
Nicolas L PalaskasDepartment of Cardiology, University of Texas MD Anderson Cancer Center, Houston (N.L.P.).ORCID 0000-0001-7565-1797
Salim S HayekDepartment of Internal Medicine, Division of Cardiology, University of Michigan, Ann Arbor (S.S.H.).ORCID 0000-0003-0180-349X
Hugo A KatusDepartment of Cardiology, Angiology, and Pneumology, Heidelberg University Hospital, German Centre for Cardiovascular Research DZHK, Heidelberg, Germany (L.H.L., M.B.H., D.F., F.S., J.P.M., H.A.K., E.G., N.F., Z.K.).
Evangelos GiannitsisDepartment of Cardiology, Angiology, and Pneumology, Heidelberg University Hospital, German Centre for Cardiovascular Research DZHK, Heidelberg, Germany (L.H.L., M.B.H., D.F., F.S., J.P.M., H.A.K., E.G., N.F., Z.K.).ORCID 0000-0002-1025-2872
Norbert FreyDepartment of Cardiology, Angiology, and Pneumology, Heidelberg University Hospital, German Centre for Cardiovascular Research DZHK, Heidelberg, Germany (L.H.L., M.B.H., D.F., F.S., J.P.M., H.A.K., E.G., N.F., Z.K.).
Ziya KayaDepartment of Cardiology, Angiology, and Pneumology, Heidelberg University Hospital, German Centre for Cardiovascular Research DZHK, Heidelberg, Germany (L.H.L., M.B.H., D.F., F.S., J.P.M., H.A.K., E.G., N.F., Z.K.).ORCID 0000-0002-3745-0836
Edi PriftiIRD, Sorbonne University, UMMISCO, Bondy, France (E.P.).ORCID 0000-0001-8861-1305
Joe-Elie SalemSorbonne Université, Assistance Publique-Hôpitaux de Paris, INSERM, Department of Pharmacology, UNICO-GRECO Cardio-oncology program, Pitié-salpétrière Hospital, Paris, France (G.B., A.P., F.S., M.B., C.F., O.H., J-E.S.).ORCID 0000-0002-0331-3307
Inserm · FRHeidelberg University · DESorbonne Université · FRThe University of Texas MD Anderson Cancer Center · USUniversity of California, San Francisco · USGerman Cancer Research Center · DEHôpital Ambroise-Paré · FRUniversité Paris Sciences et Lettres · FRUniversity of Michigan · USUniversity of San Diego · US

Funding

Project 3: Enhanced Sensitivity of Tumors to Proton Beam Therapy: Mechanisms and Biomarkers.P01CA261669 · NCI · MASSACHUSETTS GENERAL HOSPITAL · PI HONG, THEODORE S · 2021 to 2025
$14.0M
Immunologic and Antigenic Drivers of Immune Checkpoint Inhibitor-Associated MyocarditisR01HL156021 · NHLBI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Justin M Balko, Javid J Moslehi · 2021 to 2026
$4.9M
[18F]F-AraG as an imaging biomarker for early diagnosis and monitoring of cardiotoxicity related to doxorubicin and immune check point inhibitor therapyR01HL160688 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI Jelena Levi, Youngho Seo · 2022 to 2026
$3.4M
Novel mechanisms and predictors of VEGF receptor inhibitor-associated hypertensionR01HL141466 · NHLBI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI MOSLEHI, JAVID J · 2019 to 2023
$3.3M
Long-Term Cardiovascular Sequelae of Cancer ImmunotherapiesR01HL155990 · NHLBI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI JOHNSON, DOUGLAS B, MOSLEHI, JAVID J · 2021 to 2025
$3.3M
Metabolic Rewiring of the Heart Through Reductive CarboxylationR00HL141702 · NHLBI · CEDARS-SINAI MEDICAL CENTER · PI KARLSTAEDT, ANJA · 2021 to 2023
$747k
NCI NIH HHS P01 CA261669NHLBI NIH HHS R00 HL141702NHLBI NIH HHS R01 HL141466NHLBI NIH HHS R01 HL155990NHLBI NIH HHS R01 HL156021NHLBI NIH HHS R01 HL160688
6 · The paper itself

Abstract

backgroundImmune checkpoint inhibitors (ICIs) are approved for multiple cancers but can result in ICI-associated myocarditis, an infrequent but life-threatening condition. Elevations in cardiac biomarkers, specifically troponin-I (cTnI), troponin-T (cTnT), and creatine kinase (CK), are used for diagnosis. However, the association between temporal elevations of these biomarkers with disease trajectory and outcomes has not been established.

methodsWe analyzed the diagnostic accuracy and prognostic performances of cTnI, cTnT, and CK in patients with ICI myocarditis (n=60) through 1-year follow-up in 2 cardio-oncology units (APHP Sorbonne, Paris, France and Heidelberg, Germany). A total of 1751 (1 cTnT assay type), 920 (4 cTnI assay types), and 1191 CK sampling time points were available. Major adverse cardiomyotoxic events (MACE) were defined as heart failure, ventricular arrhythmia, atrioventricular or sinus block requiring pacemaker, respiratory muscle failure requiring mechanical ventilation, and sudden cardiac death. Diagnostic performance of cTnI and cTnT was also assessed in an international ICI myocarditis registry.

resultsWithin 72 hours of admission, cTnT, cTnI, and CK were increased compared with upper reference limits (URLs) in 56 of 57 (98%), 37 of 42 ([88%]

conclusionscTnT is associated with MACE and is sensitive for diagnosis and surveillance in patients with ICI myocarditis. A cTnT:URL ratio <32 within 72 hours of diagnosis is associated with a subgroup at low risk for MACE. Potential differences in diagnostic and prognostic performances between cTnT and cTnI as a function of the assays used deserve further evaluation in ICI myocarditis.

Indexed as

MyocarditisBiomarkersCreatine KinaseHumansImmune Checkpoint InhibitorsPrognosisTroponin TBiomarkersCreatine KinaseImmune Checkpoint InhibitorsTroponin Tbiomarkersdrug-related side effects and adverse reactionsimmune checkpoint inhibitorsmyocarditispharmacologytroponins

Identifiers

PMID37317858
PMCPMC10527069
OpenAlexW4380729801

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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.