Optimizing hemophagocytic lymphohistiocytosis screening in children: validation of the HLH-Screen score

A previously study proposed a three-step screening procedure for pediatric hemophagocytic lymphohistiocytosis (HLH). This procedure includes an HLH screening model referred to as HLH-screen. This study aims to validate the three-step screening procedure and the HLH-Screen in an independent cohort of children, as well as to optimize the screening process for HLH. Patients and methods. A multicenter retrospective study was conducted on children with fever or splenomegaly hospitalized in three hospitals in Hunan Province. The screening performance of the three-step screening procedure and the simplified procedure using HLH-Screen alone were evaluated. Clinical characteristics of patients misclassified as false negatives or false positives by HLH-Screen were analyzed. Results. Medical records of 5294 children with fever or splenomegaly were collected. The overall sensitivity and specificity of the three-step screening procedure were 91.0-93.7% and 91.5-91.7%, respectively. When directly applying the HLH-Screen to the study population, the sensitivity was 89.7-93.7%, and the specificity was 92.2-92.4%. Four false-negative cases lacked cytopenias, two lacked splenomegaly, and all four experienced less severe organ damage. The most common false positive diagnoses were malignancy complicated with sepsis (25.4%), infectious mononucleosis (23.9%), and malignancy complicated with respiratory infections (7.9%). Conclusion. Both screening procedures showed strong and consistent performance in screening for pediatric HLH. While the sensitivity of the three-step procedure slightly outperformed that of the HLH-Screen alone, using the HLH-Screen directly is more convenient. The HLH-Screen-based HLH screening procedure uses simple parameters to rapidly identify high-risk HLH patients, making it applicable in resource-limited settings.

Authors

Institutions

Publication Details

Journal
Annals of Hematology
Published
2025-06-20
DOI
https://doi.org/10.1007/s00277-025-06465-0
Primary Topic
Autoimmune and Inflammatory Disorders Research
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Optimizing hemophagocytic lymphohistiocytosis screening in children: validation of the HLH-Screen score

Lihui Deng, Zhexuan Tang, Jiaotian Huang, Yufan Yang et al.
Annals of Hematology
Autoimmune and Inflammatory Disorders Research
article

Optimizing hemophagocytic lymphohistiocytosis screening in children: validation of the HLH-Screen score

Lihui Deng, Zhexuan Tang, Jiaotian Huang, Yufan Yang, Xiulan Lu, Longlong Xie, Zhenghui Xiao, Xun Li, Xiangyu Wang, Xiao Li, Yefei Lei, Lifang Zhou, Haipeng Yan, Xinping Zhang, Ting Luo
article en

Abstract

A previously study proposed a three-step screening procedure for pediatric hemophagocytic lymphohistiocytosis (HLH). This procedure includes an HLH screening model referred to as HLH-screen. This study aims to validate the three-step screening procedure and the HLH-Screen in an independent cohort of children, as well as to optimize the screening process for HLH. Patients and methods. A multicenter retrospective study was conducted on children with fever or splenomegaly hospitalized in three hospitals in Hunan Province. The screening performance of the three-step screening procedure and the simplified procedure using HLH-Screen alone were evaluated. Clinical characteristics of patients misclassified as false negatives or false positives by HLH-Screen were analyzed. Results. Medical records of 5294 children with fever or splenomegaly were collected. The overall sensitivity and specificity of the three-step screening procedure were 91.0-93.7% and 91.5-91.7%, respectively. When directly applying the HLH-Screen to the study population, the sensitivity was 89.7-93.7%, and the specificity was 92.2-92.4%. Four false-negative cases lacked cytopenias, two lacked splenomegaly, and all four experienced less severe organ damage. The most common false positive diagnoses were malignancy complicated with sepsis (25.4%), infectious mononucleosis (23.9%), and malignancy complicated with respiratory infections (7.9%). Conclusion. Both screening procedures showed strong and consistent performance in screening for pediatric HLH. While the sensitivity of the three-step procedure slightly outperformed that of the HLH-Screen alone, using the HLH-Screen directly is more convenient. The HLH-Screen-based HLH screening procedure uses simple parameters to rapidly identify high-risk HLH patients, making it applicable in resource-limited settings.

Annals of HematologyVol. 104(8)
Ezhou Central Hospital (CN), University of South China (CN)
National Natural Science Foundation of China, Young Scientists Fund
Openalex Percentile: Top 82%
Autoimmune and Inflammatory Disorders Research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.