Cargando…

23. Development and Validation of a Risk Score for Post-transplant Lymphoproliferative Disorders among Solid Organ Transplant Recipients

BACKGROUND: Post-transplant lymphoproliferative disease (PTLD) is a well-recognized complication after transplant. This study aimed to develop and independently validate a risk score to predict PTLD among solid organ transplant (SOT) recipients (kidney, liver, lung and heart). METHODS: Poisson regre...

Descripción completa

Detalles Bibliográficos
Autores principales: dos Santos, Quenia, Wareham, Neval E, Mocroft, Amanda, Rasmussen, Allan, Gustafsson, Finn, Perch, Michael, Sørensen, Søren Schwartz, Manuel, Oriol, Mueller, Nicolas, Lundgren, Jens, Reekie, Joanne
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8643766/
http://dx.doi.org/10.1093/ofid/ofab466.023
_version_ 1784609928609005568
author dos Santos, Quenia
Wareham, Neval E
Mocroft, Amanda
Rasmussen, Allan
Gustafsson, Finn
Perch, Michael
Sørensen, Søren Schwartz
Manuel, Oriol
Mueller, Nicolas
Lundgren, Jens
Reekie, Joanne
author_facet dos Santos, Quenia
Wareham, Neval E
Mocroft, Amanda
Rasmussen, Allan
Gustafsson, Finn
Perch, Michael
Sørensen, Søren Schwartz
Manuel, Oriol
Mueller, Nicolas
Lundgren, Jens
Reekie, Joanne
author_sort dos Santos, Quenia
collection PubMed
description BACKGROUND: Post-transplant lymphoproliferative disease (PTLD) is a well-recognized complication after transplant. This study aimed to develop and independently validate a risk score to predict PTLD among solid organ transplant (SOT) recipients (kidney, liver, lung and heart). METHODS: Poisson regression identified predictors of PTLD with the best fitting model selected for the risk score, where each predictor contributed with a risk coefficient to the risk score, dividing patients in high vs low risk of having a PTLD. RESULTS: For both cohorts, most of the patients were male, aged more than 16 years old, kidney recipients and with a low-risk pre-transplant Epstein-Barr Virus (EBV) IgG donor/recipient serostatus. The derivation cohort consisted of 2546 SOT transplanted at Rigshospitalet, Copenhagen between 2004-2019; 57 developed PTLD. Predictors of PTLD were high-risk pre-transplant Epstein-Barr Virus (EBV) IgG donor/recipient serostatus, and current plasma EBV DNA positive, abnormal hemoglobin and C-reactive protein levels. A positive EBV DNA was the strongest parameter for the PTLD risk score (figure 1), although the model was able to predict the risk of PTLD cases in both EBV positive and EBV negative individuals. Individuals in the high-risk group had almost 7 times higher incidence of PTLD compared to the low risk group (table 1). In the validation cohort of 1611 SOT recipients between 2008-2018 from University Hospital of Zürich, 24 developed PTLD. A similar seven times higher risk of PTLD was observed in the high-risk group compared to the low risk group (table 1). The discriminatory ability was also similar in derivation (Harrell’s C-statistic of 0.82 95%CI (0.76-0.88) and validation (0.82, 95% CI:0.72-0.92) cohorts. An explanation about how the risk for PTLD is calculated for the SOT recipients; in this example the risk of developing PTLD is calculated in the next 180 days [Image: see text] Performance of the PTLD score in the derivation and validation cohorts (low-risk group: score<=17 points; high-risk group: score>17 points) [Image: see text] CONCLUSION: The risk score had a good discriminatory ability in both cohorts and helped to identify patients with higher risk of developing PTLD, so they can be monitored more often. This is the first risk-score developed and externally validated to predict risk of PTLD among SOT recipients. DISCLOSURES: All Authors: No reported disclosures
format Online
Article
Text
id pubmed-8643766
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Oxford University Press
record_format MEDLINE/PubMed
spelling pubmed-86437662021-12-06 23. Development and Validation of a Risk Score for Post-transplant Lymphoproliferative Disorders among Solid Organ Transplant Recipients dos Santos, Quenia Wareham, Neval E Mocroft, Amanda Rasmussen, Allan Gustafsson, Finn Perch, Michael Sørensen, Søren Schwartz Manuel, Oriol Mueller, Nicolas Lundgren, Jens Reekie, Joanne Open Forum Infect Dis Oral Abstracts BACKGROUND: Post-transplant lymphoproliferative disease (PTLD) is a well-recognized complication after transplant. This study aimed to develop and independently validate a risk score to predict PTLD among solid organ transplant (SOT) recipients (kidney, liver, lung and heart). METHODS: Poisson regression identified predictors of PTLD with the best fitting model selected for the risk score, where each predictor contributed with a risk coefficient to the risk score, dividing patients in high vs low risk of having a PTLD. RESULTS: For both cohorts, most of the patients were male, aged more than 16 years old, kidney recipients and with a low-risk pre-transplant Epstein-Barr Virus (EBV) IgG donor/recipient serostatus. The derivation cohort consisted of 2546 SOT transplanted at Rigshospitalet, Copenhagen between 2004-2019; 57 developed PTLD. Predictors of PTLD were high-risk pre-transplant Epstein-Barr Virus (EBV) IgG donor/recipient serostatus, and current plasma EBV DNA positive, abnormal hemoglobin and C-reactive protein levels. A positive EBV DNA was the strongest parameter for the PTLD risk score (figure 1), although the model was able to predict the risk of PTLD cases in both EBV positive and EBV negative individuals. Individuals in the high-risk group had almost 7 times higher incidence of PTLD compared to the low risk group (table 1). In the validation cohort of 1611 SOT recipients between 2008-2018 from University Hospital of Zürich, 24 developed PTLD. A similar seven times higher risk of PTLD was observed in the high-risk group compared to the low risk group (table 1). The discriminatory ability was also similar in derivation (Harrell’s C-statistic of 0.82 95%CI (0.76-0.88) and validation (0.82, 95% CI:0.72-0.92) cohorts. An explanation about how the risk for PTLD is calculated for the SOT recipients; in this example the risk of developing PTLD is calculated in the next 180 days [Image: see text] Performance of the PTLD score in the derivation and validation cohorts (low-risk group: score<=17 points; high-risk group: score>17 points) [Image: see text] CONCLUSION: The risk score had a good discriminatory ability in both cohorts and helped to identify patients with higher risk of developing PTLD, so they can be monitored more often. This is the first risk-score developed and externally validated to predict risk of PTLD among SOT recipients. DISCLOSURES: All Authors: No reported disclosures Oxford University Press 2021-12-04 /pmc/articles/PMC8643766/ http://dx.doi.org/10.1093/ofid/ofab466.023 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of Infectious Diseases Society of America. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Oral Abstracts
dos Santos, Quenia
Wareham, Neval E
Mocroft, Amanda
Rasmussen, Allan
Gustafsson, Finn
Perch, Michael
Sørensen, Søren Schwartz
Manuel, Oriol
Mueller, Nicolas
Lundgren, Jens
Reekie, Joanne
23. Development and Validation of a Risk Score for Post-transplant Lymphoproliferative Disorders among Solid Organ Transplant Recipients
title 23. Development and Validation of a Risk Score for Post-transplant Lymphoproliferative Disorders among Solid Organ Transplant Recipients
title_full 23. Development and Validation of a Risk Score for Post-transplant Lymphoproliferative Disorders among Solid Organ Transplant Recipients
title_fullStr 23. Development and Validation of a Risk Score for Post-transplant Lymphoproliferative Disorders among Solid Organ Transplant Recipients
title_full_unstemmed 23. Development and Validation of a Risk Score for Post-transplant Lymphoproliferative Disorders among Solid Organ Transplant Recipients
title_short 23. Development and Validation of a Risk Score for Post-transplant Lymphoproliferative Disorders among Solid Organ Transplant Recipients
title_sort 23. development and validation of a risk score for post-transplant lymphoproliferative disorders among solid organ transplant recipients
topic Oral Abstracts
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8643766/
http://dx.doi.org/10.1093/ofid/ofab466.023
work_keys_str_mv AT dossantosquenia 23developmentandvalidationofariskscoreforposttransplantlymphoproliferativedisordersamongsolidorgantransplantrecipients
AT warehamnevale 23developmentandvalidationofariskscoreforposttransplantlymphoproliferativedisordersamongsolidorgantransplantrecipients
AT mocroftamanda 23developmentandvalidationofariskscoreforposttransplantlymphoproliferativedisordersamongsolidorgantransplantrecipients
AT rasmussenallan 23developmentandvalidationofariskscoreforposttransplantlymphoproliferativedisordersamongsolidorgantransplantrecipients
AT gustafssonfinn 23developmentandvalidationofariskscoreforposttransplantlymphoproliferativedisordersamongsolidorgantransplantrecipients
AT perchmichael 23developmentandvalidationofariskscoreforposttransplantlymphoproliferativedisordersamongsolidorgantransplantrecipients
AT sørensensørenschwartz 23developmentandvalidationofariskscoreforposttransplantlymphoproliferativedisordersamongsolidorgantransplantrecipients
AT manueloriol 23developmentandvalidationofariskscoreforposttransplantlymphoproliferativedisordersamongsolidorgantransplantrecipients
AT muellernicolas 23developmentandvalidationofariskscoreforposttransplantlymphoproliferativedisordersamongsolidorgantransplantrecipients
AT lundgrenjens 23developmentandvalidationofariskscoreforposttransplantlymphoproliferativedisordersamongsolidorgantransplantrecipients
AT reekiejoanne 23developmentandvalidationofariskscoreforposttransplantlymphoproliferativedisordersamongsolidorgantransplantrecipients