Cargando…

1554. Reactivation of Varicella Zoster Virus in Solid Organ Transplant Recipients: Identification of Risk Factors Using Data Mining Tools

BACKGROUND: We created a retrospective database of solid-organ transplant (SOT) recipients using innovative data mining tools. This study describing the epidemiology of Varicella Zoster Virus (VZV) reactivation in SOT serves as a proof of concept of such techniques in clinical research. METHODS: The...

Descripción completa

Detalles Bibliográficos
Autores principales: Wallace, Ashley, Barros, Nicolas, Xie, Donglu, Yek, Christina, Liu, Terrence, Li, Xilong, Adams-Huet, Beverley, Haley, Robert W, Greenberg, David, La Hoz, Ricardo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6252404/
http://dx.doi.org/10.1093/ofid/ofy210.1382
_version_ 1783373256080752640
author Wallace, Ashley
Barros, Nicolas
Xie, Donglu
Yek, Christina
Liu, Terrence
Li, Xilong
Adams-Huet, Beverley
Haley, Robert W
Greenberg, David
La Hoz, Ricardo
author_facet Wallace, Ashley
Barros, Nicolas
Xie, Donglu
Yek, Christina
Liu, Terrence
Li, Xilong
Adams-Huet, Beverley
Haley, Robert W
Greenberg, David
La Hoz, Ricardo
author_sort Wallace, Ashley
collection PubMed
description BACKGROUND: We created a retrospective database of solid-organ transplant (SOT) recipients using innovative data mining tools. This study describing the epidemiology of Varicella Zoster Virus (VZV) reactivation in SOT serves as a proof of concept of such techniques in clinical research. METHODS: The study design was a retrospective single-center cohort study. Using data mining tools, information was extracted from the electronic medical record and merged with data from the Scientific Registry of Transplant Recipients. First SOT from January 1, 2010–December 31, 2016 were included. Charts of subjects with ICD9/10 codes related to VZV/Herpes infections; positive VZV PCR, DFA or cultures; and recipients of acyclovir, valacyclovir or famciclovir were manually reviewed. The cumulative incidence was calculated using the Kaplan–Meier method. Cox proportional hazards models were used to identify risk factors for VZV reactivation among heart transplant (HT) recipients. RESULTS: A total of 1,076 SOT recipients met inclusion criteria (203 heart, 395 lung, 280 kidney, 198 liver). Forty-nine patients experienced at least one episode of VZV reactivation; median time post-transplant was 2.25 years (IQR 1.44–4.20 years). The cumulative incidence was 11.9% at 8 years post-transplant. Heart transplant (HT) recipients were at highest risk (Figure 1), with an 8-year cumulative incidence of 26.3% (Figure 2). Thirty-nine of 49 (80%) patients presented with localized disease and 4/49 (8%) with disseminated disease. In multivariable analysis (Figure 3), the risk of VZV reactivation in HT recipients after 12 months (47 patients) was associated with CMV infection before 12 months (HR [95% CI] = 4.74 [1.67–13.47]). Postherpetic neuralgia (PHN) occurred in 23/49 (47%), recurrence in 3/49 (6%), and other complications in 11/49 (22%). In univariable analysis, no risk factors for PHN were identified. CONCLUSION: HT recipients are at highest risk for VZV reactivation. CMV infection before 1 year is associated with increased risk of VZV reactivation after 1 year in HT. This information may help design clinical trials of the recombinant zoster vaccine. DISCLOSURES: All authors: No reported disclosures.
format Online
Article
Text
id pubmed-6252404
institution National Center for Biotechnology Information
language English
publishDate 2018
publisher Oxford University Press
record_format MEDLINE/PubMed
spelling pubmed-62524042018-11-28 1554. Reactivation of Varicella Zoster Virus in Solid Organ Transplant Recipients: Identification of Risk Factors Using Data Mining Tools Wallace, Ashley Barros, Nicolas Xie, Donglu Yek, Christina Liu, Terrence Li, Xilong Adams-Huet, Beverley Haley, Robert W Greenberg, David La Hoz, Ricardo Open Forum Infect Dis Abstracts BACKGROUND: We created a retrospective database of solid-organ transplant (SOT) recipients using innovative data mining tools. This study describing the epidemiology of Varicella Zoster Virus (VZV) reactivation in SOT serves as a proof of concept of such techniques in clinical research. METHODS: The study design was a retrospective single-center cohort study. Using data mining tools, information was extracted from the electronic medical record and merged with data from the Scientific Registry of Transplant Recipients. First SOT from January 1, 2010–December 31, 2016 were included. Charts of subjects with ICD9/10 codes related to VZV/Herpes infections; positive VZV PCR, DFA or cultures; and recipients of acyclovir, valacyclovir or famciclovir were manually reviewed. The cumulative incidence was calculated using the Kaplan–Meier method. Cox proportional hazards models were used to identify risk factors for VZV reactivation among heart transplant (HT) recipients. RESULTS: A total of 1,076 SOT recipients met inclusion criteria (203 heart, 395 lung, 280 kidney, 198 liver). Forty-nine patients experienced at least one episode of VZV reactivation; median time post-transplant was 2.25 years (IQR 1.44–4.20 years). The cumulative incidence was 11.9% at 8 years post-transplant. Heart transplant (HT) recipients were at highest risk (Figure 1), with an 8-year cumulative incidence of 26.3% (Figure 2). Thirty-nine of 49 (80%) patients presented with localized disease and 4/49 (8%) with disseminated disease. In multivariable analysis (Figure 3), the risk of VZV reactivation in HT recipients after 12 months (47 patients) was associated with CMV infection before 12 months (HR [95% CI] = 4.74 [1.67–13.47]). Postherpetic neuralgia (PHN) occurred in 23/49 (47%), recurrence in 3/49 (6%), and other complications in 11/49 (22%). In univariable analysis, no risk factors for PHN were identified. CONCLUSION: HT recipients are at highest risk for VZV reactivation. CMV infection before 1 year is associated with increased risk of VZV reactivation after 1 year in HT. This information may help design clinical trials of the recombinant zoster vaccine. DISCLOSURES: All authors: No reported disclosures. Oxford University Press 2018-11-26 /pmc/articles/PMC6252404/ http://dx.doi.org/10.1093/ofid/ofy210.1382 Text en © The Author(s) 2018. Published by Oxford University Press on behalf of Infectious Diseases Society of America. http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs licence (http://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial reproduction and distribution of the work, in any medium, provided the original work is not altered or transformed in any way, and that the work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Abstracts
Wallace, Ashley
Barros, Nicolas
Xie, Donglu
Yek, Christina
Liu, Terrence
Li, Xilong
Adams-Huet, Beverley
Haley, Robert W
Greenberg, David
La Hoz, Ricardo
1554. Reactivation of Varicella Zoster Virus in Solid Organ Transplant Recipients: Identification of Risk Factors Using Data Mining Tools
title 1554. Reactivation of Varicella Zoster Virus in Solid Organ Transplant Recipients: Identification of Risk Factors Using Data Mining Tools
title_full 1554. Reactivation of Varicella Zoster Virus in Solid Organ Transplant Recipients: Identification of Risk Factors Using Data Mining Tools
title_fullStr 1554. Reactivation of Varicella Zoster Virus in Solid Organ Transplant Recipients: Identification of Risk Factors Using Data Mining Tools
title_full_unstemmed 1554. Reactivation of Varicella Zoster Virus in Solid Organ Transplant Recipients: Identification of Risk Factors Using Data Mining Tools
title_short 1554. Reactivation of Varicella Zoster Virus in Solid Organ Transplant Recipients: Identification of Risk Factors Using Data Mining Tools
title_sort 1554. reactivation of varicella zoster virus in solid organ transplant recipients: identification of risk factors using data mining tools
topic Abstracts
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6252404/
http://dx.doi.org/10.1093/ofid/ofy210.1382
work_keys_str_mv AT wallaceashley 1554reactivationofvaricellazostervirusinsolidorgantransplantrecipientsidentificationofriskfactorsusingdataminingtools
AT barrosnicolas 1554reactivationofvaricellazostervirusinsolidorgantransplantrecipientsidentificationofriskfactorsusingdataminingtools
AT xiedonglu 1554reactivationofvaricellazostervirusinsolidorgantransplantrecipientsidentificationofriskfactorsusingdataminingtools
AT yekchristina 1554reactivationofvaricellazostervirusinsolidorgantransplantrecipientsidentificationofriskfactorsusingdataminingtools
AT liuterrence 1554reactivationofvaricellazostervirusinsolidorgantransplantrecipientsidentificationofriskfactorsusingdataminingtools
AT lixilong 1554reactivationofvaricellazostervirusinsolidorgantransplantrecipientsidentificationofriskfactorsusingdataminingtools
AT adamshuetbeverley 1554reactivationofvaricellazostervirusinsolidorgantransplantrecipientsidentificationofriskfactorsusingdataminingtools
AT haleyrobertw 1554reactivationofvaricellazostervirusinsolidorgantransplantrecipientsidentificationofriskfactorsusingdataminingtools
AT greenbergdavid 1554reactivationofvaricellazostervirusinsolidorgantransplantrecipientsidentificationofriskfactorsusingdataminingtools
AT lahozricardo 1554reactivationofvaricellazostervirusinsolidorgantransplantrecipientsidentificationofriskfactorsusingdataminingtools