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Development of a screening score for Hemophagocytic Lymphohistiocytosis among pediatric patients with acute infection of Epstein-Barr virus

BACKGROUND AND AIMS: Deciding when to suspect hemophagocytic lymphohistiocytosis (HLH) and perform diagnostic tests in patients with acute infection of Epstein-Barr virus (EBV) is challenging, given the high prevalence of EBV infection, the life-threatening risk of EBV-HLH, the relatively low incide...

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Autores principales: Li, Xun, Yan, Haipeng, Xiao, Zhenghui, Luo, Ting, Xie, Longlong, Yang, Yufan, Gong, Ling, Tang, Zhexuan, Huang, Jiaotian, Zhang, Xinping, Zheng, Mincui, Yao, Zhenya, Zang, Ping, Zhu, Desheng, Lu, Xiulan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9510983/
https://www.ncbi.nlm.nih.gov/pubmed/36172365
http://dx.doi.org/10.3389/fimmu.2022.981251
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author Li, Xun
Yan, Haipeng
Xiao, Zhenghui
Luo, Ting
Xie, Longlong
Yang, Yufan
Gong, Ling
Tang, Zhexuan
Huang, Jiaotian
Zhang, Xinping
Zheng, Mincui
Yao, Zhenya
Zang, Ping
Zhu, Desheng
Lu, Xiulan
author_facet Li, Xun
Yan, Haipeng
Xiao, Zhenghui
Luo, Ting
Xie, Longlong
Yang, Yufan
Gong, Ling
Tang, Zhexuan
Huang, Jiaotian
Zhang, Xinping
Zheng, Mincui
Yao, Zhenya
Zang, Ping
Zhu, Desheng
Lu, Xiulan
author_sort Li, Xun
collection PubMed
description BACKGROUND AND AIMS: Deciding when to suspect hemophagocytic lymphohistiocytosis (HLH) and perform diagnostic tests in patients with acute infection of Epstein-Barr virus (EBV) is challenging, given the high prevalence of EBV infection, the life-threatening risk of EBV-HLH, the relatively low incidence of EBV-HLH, and the wide spectrum of disease presentations. The aim of this study was to develop an EBV-HLH screening model for pediatric patients diagnosed with acute infection of EBV. METHODS: An inpatient cohort with 3183 pediatric patients who were diagnosed with active infection of EBV was used to construct and validate the EBV-HLH screening score model. The model parameters were selected from common laboratory parameters using the method of Akaike Information Criterion-optimal selection through cross-validation under logistic regression. Performance of the score was evaluated and compared with the performance of screening methods using the number of cytopenias lineages. RESULTS: The EBV-HLH screening score has five parameters, including hemoglobin, platelet, neutrophil, albumin, and lactate dehydrogenase. Using a cut-of value of 29, the scoring model had a sensitivity of 89.2% and a specificity of 89.5% in the validation set. The false negative rate, false positive rate, positive predictive value, and negative predictive value in the validation set was 10.8%, 10.5%, 26.8%, and 99.5%, respectively, similar to that of the training set. CONCLUSIONS: With five common laboratory parameters, the EBV-HLH score provides a simple tool to assist the identification of EBV patients who require further evaluation of HLH. Further studies are needed to evaluate the generalizability of the score and optimize the diagnose process for EBV-HLH.
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spelling pubmed-95109832022-09-27 Development of a screening score for Hemophagocytic Lymphohistiocytosis among pediatric patients with acute infection of Epstein-Barr virus Li, Xun Yan, Haipeng Xiao, Zhenghui Luo, Ting Xie, Longlong Yang, Yufan Gong, Ling Tang, Zhexuan Huang, Jiaotian Zhang, Xinping Zheng, Mincui Yao, Zhenya Zang, Ping Zhu, Desheng Lu, Xiulan Front Immunol Immunology BACKGROUND AND AIMS: Deciding when to suspect hemophagocytic lymphohistiocytosis (HLH) and perform diagnostic tests in patients with acute infection of Epstein-Barr virus (EBV) is challenging, given the high prevalence of EBV infection, the life-threatening risk of EBV-HLH, the relatively low incidence of EBV-HLH, and the wide spectrum of disease presentations. The aim of this study was to develop an EBV-HLH screening model for pediatric patients diagnosed with acute infection of EBV. METHODS: An inpatient cohort with 3183 pediatric patients who were diagnosed with active infection of EBV was used to construct and validate the EBV-HLH screening score model. The model parameters were selected from common laboratory parameters using the method of Akaike Information Criterion-optimal selection through cross-validation under logistic regression. Performance of the score was evaluated and compared with the performance of screening methods using the number of cytopenias lineages. RESULTS: The EBV-HLH screening score has five parameters, including hemoglobin, platelet, neutrophil, albumin, and lactate dehydrogenase. Using a cut-of value of 29, the scoring model had a sensitivity of 89.2% and a specificity of 89.5% in the validation set. The false negative rate, false positive rate, positive predictive value, and negative predictive value in the validation set was 10.8%, 10.5%, 26.8%, and 99.5%, respectively, similar to that of the training set. CONCLUSIONS: With five common laboratory parameters, the EBV-HLH score provides a simple tool to assist the identification of EBV patients who require further evaluation of HLH. Further studies are needed to evaluate the generalizability of the score and optimize the diagnose process for EBV-HLH. Frontiers Media S.A. 2022-09-12 /pmc/articles/PMC9510983/ /pubmed/36172365 http://dx.doi.org/10.3389/fimmu.2022.981251 Text en Copyright © 2022 Li, Yan, Xiao, Luo, Xie, Yang, Gong, Tang, Huang, Zhang, Zheng, Yao, Zang, Zhu and Lu https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Immunology
Li, Xun
Yan, Haipeng
Xiao, Zhenghui
Luo, Ting
Xie, Longlong
Yang, Yufan
Gong, Ling
Tang, Zhexuan
Huang, Jiaotian
Zhang, Xinping
Zheng, Mincui
Yao, Zhenya
Zang, Ping
Zhu, Desheng
Lu, Xiulan
Development of a screening score for Hemophagocytic Lymphohistiocytosis among pediatric patients with acute infection of Epstein-Barr virus
title Development of a screening score for Hemophagocytic Lymphohistiocytosis among pediatric patients with acute infection of Epstein-Barr virus
title_full Development of a screening score for Hemophagocytic Lymphohistiocytosis among pediatric patients with acute infection of Epstein-Barr virus
title_fullStr Development of a screening score for Hemophagocytic Lymphohistiocytosis among pediatric patients with acute infection of Epstein-Barr virus
title_full_unstemmed Development of a screening score for Hemophagocytic Lymphohistiocytosis among pediatric patients with acute infection of Epstein-Barr virus
title_short Development of a screening score for Hemophagocytic Lymphohistiocytosis among pediatric patients with acute infection of Epstein-Barr virus
title_sort development of a screening score for hemophagocytic lymphohistiocytosis among pediatric patients with acute infection of epstein-barr virus
topic Immunology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9510983/
https://www.ncbi.nlm.nih.gov/pubmed/36172365
http://dx.doi.org/10.3389/fimmu.2022.981251
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