Evidence map›Paper›PMID 33814284›Full record

Observational studyThe Journal of heart and lung transplantation : the official publication of the International Society for Heart Transplantation2021

Use of donor-derived-cell-free DNA as a marker of early allograft injury in primary graft dysfunction (PGD) to predict the risk of chronic lung allograft dysfunction (CLAD).

Michael Keller, Errol Bush, Joshua M Diamond, Pali Shah, Joby Matthew, Anne W Brown, Junfeng Sun, Irina Timofte, Hyesik Kong, Ilker Tunc and 7 more

Open access · greenAbstract readComparative StudyObservational Study
In one paragraph

Observational study in The Journal of heart and lung transplantation : the official publication of the International Society for Heart Transplantation, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers.

0numbers the graph read from it
0cells of the map it votes in
32citing papers in PubMed
7.7field-weighted citation impact, top 2% 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

32 citing papers in PubMed, 50 citations in OpenAlex.

  1. Utility of donor-derived cell-free DNA testing after lung transplantation in the precision medicine era.The Journal of heart and lung transplantation : the official publication of the International Society for Heart Transplantation · 2026
    Review
  2. Article
  3. Article
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  5. Molecular criteria for pulmonary antibody-mediated rejection are associated with an increased risk of allograft failure.The Journal of heart and lung transplantation : the official publication of the International Society for Heart Transplantation · 2025
    Observational
  6. Article
  7. Article
  8. Review
  9. Article
  10. Extreme elevations of donor-derived cell-free DNA increases the risk of chronic lung allograft dysfunction and death, even without clinical manifestations of disease.The Journal of heart and lung transplantation : the official publication of the International Society for Heart Transplantation · 2024
    Article
  11. Efficacy of surveillance bronchoscopyERJ open research · 2024
    Review
  12. Article
  13. Article
  14. Article
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  17. Review
  18. Review
  19. Review
  20. Short airway telomeres are associated with primary graft dysfunction and chronic lung allograft dysfunction.The Journal of heart and lung transplantation : the official publication of the International Society for Heart Transplantation · 2023
    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

17 authors at 6 institutions in 1 country.

Michael KellerLaborarory of Applied Precision Omics (APO), Lung and Blood Institute (NHLBI), National Institutes of Health, Bethesda, Maryland; Genomic Research Alliance for Transplantation (GRAfT), National Heart, Lung and Blood Institute, Bethesda, Maryland; Pulmonary and Critical Care Medicine, Johns Hopkins Hospital, Baltimore, Maryland; Department of Surgery, Johns Hopkins Hospital, Baltimore, Maryland.
Errol BushGenomic Research Alliance for Transplantation (GRAfT), National Heart, Lung and Blood Institute, Bethesda, Maryland; Inova Fairfax Hospital, Falls Church, Virginia.
Joshua M DiamondDivision of Pulmonary and Critical Care Medicine, University of Maryland Medical Center, Baltimore, Maryland.
Pali ShahGenomic Research Alliance for Transplantation (GRAfT), National Heart, Lung and Blood Institute, Bethesda, Maryland; Department of Surgery, Johns Hopkins Hospital, Baltimore, Maryland.
Joby MatthewGenomic Research Alliance for Transplantation (GRAfT), National Heart, Lung and Blood Institute, Bethesda, Maryland; Department of Surgery, Johns Hopkins Hospital, Baltimore, Maryland.
Anne W BrownGenomic Research Alliance for Transplantation (GRAfT), National Heart, Lung and Blood Institute, Bethesda, Maryland; Bioinformatics and Computation Core, NHLBI, Bethesda, Maryland.
Junfeng SunPulmonary and Critical Care Medicine, Johns Hopkins Hospital, Baltimore, Maryland.
Irina TimofteGenomic Research Alliance for Transplantation (GRAfT), National Heart, Lung and Blood Institute, Bethesda, Maryland; Division of Cardiovascular Medicine, Stanford University School of Medicine, Palo Alto, California.
Hyesik KongLaborarory of Applied Precision Omics (APO), Lung and Blood Institute (NHLBI), National Institutes of Health, Bethesda, Maryland; Genomic Research Alliance for Transplantation (GRAfT), National Heart, Lung and Blood Institute, Bethesda, Maryland.
Ilker TuncLaborarory of Applied Precision Omics (APO), Lung and Blood Institute (NHLBI), National Institutes of Health, Bethesda, Maryland; Pulmonary, Allergy, and Critical Care Division, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania.
Helen LuikartCritical Care Medicine Department, Clinical Center, National Institutes of Health, Bethesda, Maryland.
Aldo IaconoGenomic Research Alliance for Transplantation (GRAfT), National Heart, Lung and Blood Institute, Bethesda, Maryland; Division of Cardiovascular Medicine, Stanford University School of Medicine, Palo Alto, California.
Steven D NathanGenomic Research Alliance for Transplantation (GRAfT), National Heart, Lung and Blood Institute, Bethesda, Maryland; Bioinformatics and Computation Core, NHLBI, Bethesda, Maryland.
Kiran K KhushCritical Care Medicine Department, Clinical Center, National Institutes of Health, Bethesda, Maryland.
Jonathan OrensGenomic Research Alliance for Transplantation (GRAfT), National Heart, Lung and Blood Institute, Bethesda, Maryland; Department of Surgery, Johns Hopkins Hospital, Baltimore, Maryland.
Moon JangLaborarory of Applied Precision Omics (APO), Lung and Blood Institute (NHLBI), National Institutes of Health, Bethesda, Maryland; Genomic Research Alliance for Transplantation (GRAfT), National Heart, Lung and Blood Institute, Bethesda, Maryland.
Sean Agbor-EnohLaborarory of Applied Precision Omics (APO), Lung and Blood Institute (NHLBI), National Institutes of Health, Bethesda, Maryland; Genomic Research Alliance for Transplantation (GRAfT), National Heart, Lung and Blood Institute, Bethesda, Maryland; Department of Surgery, Johns Hopkins Hospital, Baltimore, Maryland. Electronic address: sean.agbor-enoh@nih.gov.
National Heart Lung and Blood Institute · USJohns Hopkins Hospital · USNational Institutes of Health · USNational Institutes of Health Clinical Center · USStanford University · USUniversity of Maryland, Baltimore · US

Funding

Cell-free DNA to detect transplant rejectionZIAHL006268 · NHLBI · NATIONAL HEART, LUNG, AND BLOOD INSTITUTE · PI AGBOR-ENOH, SEAN · 2021 to 2025
$8.8M
Genome Transplant Dynamics: non-invasive sequencing-based diagnosis of rejectionRC4AI092673 · NIAID · STANFORD UNIVERSITY · PI QUAKE, STEPHEN R, VALANTINE, HANNAH AUGUSTA · 2010 to 2010
$2.5M
Intramural NIH HHS Z99 HL999999NIAID NIH HHS RC4 AI092673
6 · The paper itself

Abstract

backgroundPrimary graft dysfunction (PGD) is a risk factor for chronic lung allograft dysfunction (CLAD). However, the association between PGD and degree of allograft injury remains poorly defined. In this study, we leverage a novel biomarker for allograft injury, percentage donor-derived cell-free DNA (%ddcfDNA), to study the association between PGD, degree of allograft injury, and the development of CLAD.

methodsThis prospective cohort study recruited 99 lung transplant recipients and collected plasma samples on days 1, 3, and 7 for %ddcfDNA measurements. Clinical data on day 3 was used to adjudicate for PGD. %ddcfDNA levels were compared between PGD grades. In PGD patients, %ddcfDNA was compared between those who developed CLAD and those who did not.

resultsOn posttransplant day 3, %ddcfDNA was higher in PGD than in non-PGD patients (median [IQR]: 12.2% [8.2, 22.0] vs 8.5% [5.6, 13.2] p = 0.01). %ddcfDNA correlated with the severity grade of PGD (r = 0.24, p = 0.02). Within the PGD group, higher levels of %ddcfDNA correlated with increased risk of developing CLAD (log OR(SE) 1.38 (0.53), p = 0.009). PGD patients who developed CLAD showed ∼2-times higher %ddcfDNA levels than patients who did not develop CLAD (median [IQR]: 22.4% [11.8, 27.6] vs 9.9% [6.7, 14.9], p = 0.007).

conclusionPGD patients demonstrated increased early posttransplant allograft injury, as measured by %ddcfDNA, in comparison to non-PGD patients, and these high %ddcfDNA levels were associated with subsequent development of CLAD. This study suggests that %ddcfDNA identifies PGD patients at greater risk of CLAD than PGD alone.

Indexed as

Tissue DonorsTransplant RecipientsAdultAllograftsBiomarkersCell-Free Nucleic AcidsFemaleFollow-Up StudiesGraft RejectionHumansLung TransplantationMaleMiddle AgedPrimary Graft DysfunctionProspective StudiesTime FactorsBiomarkersCell-Free Nucleic AcidsChronic lung allograft dysfunction (CLAD)Donorderived cell-free DNA (ddcfDNA)Primary graft dysfunction (PGD)Rejection

Identifiers

PMID33814284
PMCPMC8169618
OpenAlexW3129703502

What OpenQuestion holds

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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.