Donor-derived cell-free DNA accurately detects acute rejection in lung transplant patients, a multicenter cohort study
Acute rejection, which includes antibody-mediated rejection and acute cellular rejection, is a risk factor for lung allograft loss. Lung transplant patients often undergo surveillance transbronchial biopsies to detect and treat acute rejection before irreversible chronic rejection develops. Limitati...
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Published in | The Journal of heart and lung transplantation Vol. 40; no. 8; pp. 822 - 830 |
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Main Authors | , , , , , , , , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
United States
Elsevier Inc
01.08.2021
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Abstract | Acute rejection, which includes antibody-mediated rejection and acute cellular rejection, is a risk factor for lung allograft loss. Lung transplant patients often undergo surveillance transbronchial biopsies to detect and treat acute rejection before irreversible chronic rejection develops. Limitations of this approach include its invasiveness and high interobserver variability. We tested the performance of percent donor-derived cell-free DNA (%ddcfDNA), a non-invasive blood test, to detect acute rejection.
This multicenter cohort study monitored 148 lung transplant subjects over a median of 19.6 months. We collected serial plasma samples contemporaneously with TBBx to measure %ddcfDNA. Clinical data was collected to adjudicate for acute rejection. The primary analysis consisted of computing the area-under-the-receiver-operating-characteristic-curve of %ddcfDNA to detect acute rejection. Secondary analysis determined %ddcfDNA rule-out thresholds for acute rejection.
ddcfDNA levels were high after transplant surgery and decayed logarithmically. With acute rejection, ddcfDNA levels rose six-fold higher than controls. ddcfDNA levels also correlated with severity of lung function decline and histological grading of rejection. %ddcfDNA area-under-the-receiver-operating-characteristic-curve for acute rejection, AMR, and ACR were 0.89, 0.93, and 0.83, respectively. ddcfDNA levels of <0.5% and <1.0% showed a negative predictive value of 96% and 90% for acute rejection, respectively. Histopathology detected one-third of episodes with ddcfDNA levels ≥1.0%, even though >90% of these events were coincident to clinical complications missed by histopathology.
This study demonstrates that %ddcfDNA reliably detects acute rejection and other clinical complications potentially missed by histopathology, lending support to its use as a non-invasive marker of allograft injury. |
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AbstractList | Acute rejection, which includes antibody-mediated rejection and acute cellular rejection, is a risk factor for lung allograft loss. Lung transplant patients often undergo surveillance transbronchial biopsies to detect and treat acute rejection before irreversible chronic rejection develops. Limitations of this approach include its invasiveness and high interobserver variability. We tested the performance of percent donor-derived cell-free DNA (%ddcfDNA), a non-invasive blood test, to detect acute rejection.
This multicenter cohort study monitored 148 lung transplant subjects over a median of 19.6 months. We collected serial plasma samples contemporaneously with TBBx to measure %ddcfDNA. Clinical data was collected to adjudicate for acute rejection. The primary analysis consisted of computing the area-under-the-receiver-operating-characteristic-curve of %ddcfDNA to detect acute rejection. Secondary analysis determined %ddcfDNA rule-out thresholds for acute rejection.
ddcfDNA levels were high after transplant surgery and decayed logarithmically. With acute rejection, ddcfDNA levels rose six-fold higher than controls. ddcfDNA levels also correlated with severity of lung function decline and histological grading of rejection. %ddcfDNA area-under-the-receiver-operating-characteristic-curve for acute rejection, AMR, and ACR were 0.89, 0.93, and 0.83, respectively. ddcfDNA levels of <0.5% and <1.0% showed a negative predictive value of 96% and 90% for acute rejection, respectively. Histopathology detected one-third of episodes with ddcfDNA levels ≥1.0%, even though >90% of these events were coincident to clinical complications missed by histopathology.
This study demonstrates that %ddcfDNA reliably detects acute rejection and other clinical complications potentially missed by histopathology, lending support to its use as a non-invasive marker of allograft injury. Acute rejection, which includes antibody-mediated rejection and acute cellular rejection, is a risk factor for lung allograft loss. Lung transplant patients often undergo surveillance transbronchial biopsies to detect and treat acute rejection before irreversible chronic rejection develops. Limitations of this approach include its invasiveness and high interobserver variability. We tested the performance of percent donor-derived cell-free DNA (%ddcfDNA), a non-invasive blood test, to detect acute rejection.BACKGROUNDAcute rejection, which includes antibody-mediated rejection and acute cellular rejection, is a risk factor for lung allograft loss. Lung transplant patients often undergo surveillance transbronchial biopsies to detect and treat acute rejection before irreversible chronic rejection develops. Limitations of this approach include its invasiveness and high interobserver variability. We tested the performance of percent donor-derived cell-free DNA (%ddcfDNA), a non-invasive blood test, to detect acute rejection.This multicenter cohort study monitored 148 lung transplant subjects over a median of 19.6 months. We collected serial plasma samples contemporaneously with TBBx to measure %ddcfDNA. Clinical data was collected to adjudicate for acute rejection. The primary analysis consisted of computing the area-under-the-receiver-operating-characteristic-curve of %ddcfDNA to detect acute rejection. Secondary analysis determined %ddcfDNA rule-out thresholds for acute rejection.METHODSThis multicenter cohort study monitored 148 lung transplant subjects over a median of 19.6 months. We collected serial plasma samples contemporaneously with TBBx to measure %ddcfDNA. Clinical data was collected to adjudicate for acute rejection. The primary analysis consisted of computing the area-under-the-receiver-operating-characteristic-curve of %ddcfDNA to detect acute rejection. Secondary analysis determined %ddcfDNA rule-out thresholds for acute rejection.ddcfDNA levels were high after transplant surgery and decayed logarithmically. With acute rejection, ddcfDNA levels rose six-fold higher than controls. ddcfDNA levels also correlated with severity of lung function decline and histological grading of rejection. %ddcfDNA area-under-the-receiver-operating-characteristic-curve for acute rejection, AMR, and ACR were 0.89, 0.93, and 0.83, respectively. ddcfDNA levels of <0.5% and <1.0% showed a negative predictive value of 96% and 90% for acute rejection, respectively. Histopathology detected one-third of episodes with ddcfDNA levels ≥1.0%, even though >90% of these events were coincident to clinical complications missed by histopathology.RESULTSddcfDNA levels were high after transplant surgery and decayed logarithmically. With acute rejection, ddcfDNA levels rose six-fold higher than controls. ddcfDNA levels also correlated with severity of lung function decline and histological grading of rejection. %ddcfDNA area-under-the-receiver-operating-characteristic-curve for acute rejection, AMR, and ACR were 0.89, 0.93, and 0.83, respectively. ddcfDNA levels of <0.5% and <1.0% showed a negative predictive value of 96% and 90% for acute rejection, respectively. Histopathology detected one-third of episodes with ddcfDNA levels ≥1.0%, even though >90% of these events were coincident to clinical complications missed by histopathology.This study demonstrates that %ddcfDNA reliably detects acute rejection and other clinical complications potentially missed by histopathology, lending support to its use as a non-invasive marker of allograft injury.CONCLUSIONSThis study demonstrates that %ddcfDNA reliably detects acute rejection and other clinical complications potentially missed by histopathology, lending support to its use as a non-invasive marker of allograft injury. |
Author | Keller, Michael B. Iacono, Aldo Marboe, Charles Orens, Jonathan B. Nathan, Steven D. Jang, Moon Kyoo Shah, Pali D. Timofte, Irina Ponor, Ileana L. Yu, Kai Berry, Gerald J. Kong, Hyesik Mutebi, Cedric Brown, Anne W. Philogene, Mary C. Tunc, Ilker Agbor-Enoh, Sean |
AuthorAffiliation | 9 Immunogenetics Core Laboratory, Johns Hopkins Hospital, Baltimore, MD 1 Genomic Research Alliance for Transplantation (GRAfT), 10 Center Drive, 7S261, Bethesda, MD 20982 5 Department of Pathology, New York Presbyterian University Hospital of Cornell and Columbia, New York, NY 6 University of Maryland Medical Center, Baltimore, MD 10 National Cancer Institute, Rockville, MD 3 Stanford University School of Medicine, Palo Alto, CA 2 Division of Intramural Research, National Heart, Lung and Blood Institute, 10 Center Drive, 7S261, Bethesda, MD 20982 8 Department of Medicine, Johns Hopkins Bayview Medical Center, Baltimore, MD 4 Division of Pulmonary and Critical Care Medicine, The Johns Hopkins School of Medicine, 1830 East Monument Street, Baltimore, MD 21205 7 Inova Fairfax Hospital, Fairfax, VA |
AuthorAffiliation_xml | – name: 5 Department of Pathology, New York Presbyterian University Hospital of Cornell and Columbia, New York, NY – name: 1 Genomic Research Alliance for Transplantation (GRAfT), 10 Center Drive, 7S261, Bethesda, MD 20982 – name: 9 Immunogenetics Core Laboratory, Johns Hopkins Hospital, Baltimore, MD – name: 2 Division of Intramural Research, National Heart, Lung and Blood Institute, 10 Center Drive, 7S261, Bethesda, MD 20982 – name: 4 Division of Pulmonary and Critical Care Medicine, The Johns Hopkins School of Medicine, 1830 East Monument Street, Baltimore, MD 21205 – name: 10 National Cancer Institute, Rockville, MD – name: 3 Stanford University School of Medicine, Palo Alto, CA – name: 6 University of Maryland Medical Center, Baltimore, MD – name: 7 Inova Fairfax Hospital, Fairfax, VA – name: 8 Department of Medicine, Johns Hopkins Bayview Medical Center, Baltimore, MD |
Author_xml | – sequence: 1 givenname: Moon Kyoo surname: Jang fullname: Jang, Moon Kyoo organization: Genomic Research Alliance for Transplantation (GRAfT), 10 Center Drive, 7S261, Bethesda, Maryland – sequence: 2 givenname: Ilker surname: Tunc fullname: Tunc, Ilker organization: Division of Intramural Research, National Heart, Lung and Blood Institute, 10 Center Drive, 7S261, Bethesda, Maryland – sequence: 3 givenname: Gerald J. surname: Berry fullname: Berry, Gerald J. organization: Genomic Research Alliance for Transplantation (GRAfT), 10 Center Drive, 7S261, Bethesda, Maryland – sequence: 4 givenname: Charles surname: Marboe fullname: Marboe, Charles organization: Genomic Research Alliance for Transplantation (GRAfT), 10 Center Drive, 7S261, Bethesda, Maryland – sequence: 5 givenname: Hyesik surname: Kong fullname: Kong, Hyesik organization: Genomic Research Alliance for Transplantation (GRAfT), 10 Center Drive, 7S261, Bethesda, Maryland – sequence: 6 givenname: Michael B. surname: Keller fullname: Keller, Michael B. organization: Genomic Research Alliance for Transplantation (GRAfT), 10 Center Drive, 7S261, Bethesda, Maryland – sequence: 7 givenname: Pali D. surname: Shah fullname: Shah, Pali D. organization: Genomic Research Alliance for Transplantation (GRAfT), 10 Center Drive, 7S261, Bethesda, Maryland – sequence: 8 givenname: Irina surname: Timofte fullname: Timofte, Irina organization: Genomic Research Alliance for Transplantation (GRAfT), 10 Center Drive, 7S261, Bethesda, Maryland – sequence: 9 givenname: Anne W. surname: Brown fullname: Brown, Anne W. organization: Genomic Research Alliance for Transplantation (GRAfT), 10 Center Drive, 7S261, Bethesda, Maryland – sequence: 10 givenname: Ileana L. surname: Ponor fullname: Ponor, Ileana L. organization: Department of Medicine, Johns Hopkins Bayview Medical Center, Baltimore, Maryland – sequence: 11 givenname: Cedric surname: Mutebi fullname: Mutebi, Cedric organization: Immunogenetics Core Laboratory, Johns Hopkins Hospital, Baltimore, Maryland – sequence: 12 givenname: Mary C. surname: Philogene fullname: Philogene, Mary C. organization: Genomic Research Alliance for Transplantation (GRAfT), 10 Center Drive, 7S261, Bethesda, Maryland – sequence: 13 givenname: Kai surname: Yu fullname: Yu, Kai organization: National Cancer Institute, Rockville, Maryland – sequence: 14 givenname: Aldo surname: Iacono fullname: Iacono, Aldo organization: Genomic Research Alliance for Transplantation (GRAfT), 10 Center Drive, 7S261, Bethesda, Maryland – sequence: 15 givenname: Jonathan B. surname: Orens fullname: Orens, Jonathan B. organization: Genomic Research Alliance for Transplantation (GRAfT), 10 Center Drive, 7S261, Bethesda, Maryland – sequence: 16 givenname: Steven D. surname: Nathan fullname: Nathan, Steven D. organization: Genomic Research Alliance for Transplantation (GRAfT), 10 Center Drive, 7S261, Bethesda, Maryland – sequence: 17 givenname: Sean surname: Agbor-Enoh fullname: Agbor-Enoh, Sean email: sean.agbor-enoh@nih.gov organization: Genomic Research Alliance for Transplantation (GRAfT), 10 Center Drive, 7S261, Bethesda, Maryland |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/34130911$$D View this record in MEDLINE/PubMed |
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ContentType | Journal Article |
Copyright | 2021 International Society for Heart and Lung Transplantation Copyright © 2021 International Society for Heart and Lung Transplantation. Published by Elsevier Inc. All rights reserved. |
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Keywords | early diagnosis cell-free DNA rejection |
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Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 Concept and design: S.A., H.V., S.D.N., AWB J.B.O., P.D.S., A.I., IT, G.J.B., C.M. Drafting and revision of the manuscript: S.A., I.T., G.J.B., C.M., M.K.J., H.K., P.D.S, A.W.B., I.L.P., C.M., M.C.P., K.Y., H.V., S.D.N., AWB, J.B.O., P.D.S., A.I., IT Author’s contributions Acquisition, analysis, or interpretation of data: S.A., I.T., G.J.B., C.M., M.K.J., H.K., P.D.S., A.W.B., I.L.P., C.M., M.C.P., K.Y. |
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Snippet | Acute rejection, which includes antibody-mediated rejection and acute cellular rejection, is a risk factor for lung allograft loss. Lung transplant patients... |
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SubjectTerms | Acute Disease Adolescent Adult Aged Biomarkers - blood Biopsy cell-free DNA Cell-Free Nucleic Acids - blood early diagnosis Female Graft Rejection - blood Graft Rejection - diagnosis Humans Lung Transplantation - adverse effects Male Middle Aged rejection ROC Curve Transplantation, Homologous Young Adult |
Title | Donor-derived cell-free DNA accurately detects acute rejection in lung transplant patients, a multicenter cohort study |
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