Validation of a 2-Gene Blood Test for Kawasaki Disease in Febrile Children

Importance: Kawasaki disease (KD) remains a clinical diagnosis without an objective molecular test. Early identification is critical to prevent coronary artery complications through timely intravenous immunoglobulin therapy. Objective: To validate a 2-gene whole-blood quantitative polymerase chain reaction (qPCR) assay measuring IFI27 and MCEMP1 expression for distinguishing KD from other pediatric febrile illnesses. Design, Setting, and Participants: This multicenter diagnostic study was conducted in Taiwan and Shanghai, China. Patient blood samples were collected prospectively between 2012 and 2023 in Taiwan and between 2022 and 2023 in Shanghai and analyzed retrospectively from children younger than 8 years with KD and febrile controls (FCs) with viral, bacterial, or mixed infections. Data were analyzed from January 2022 to August 2025. Main Outcomes and Measures: Diagnostic accuracy of a prespecified 2-gene KD score derived from change in cycle threshold values normalized to glyceraldehyde 3-phosphate dehydrogenase, assessed by area under the receiver operating characteristic curve (AUC), sensitivity, specificity, predictive values, and likelihood ratios. Results: A total of 541 children (mean [SD] age, 3.7 [1.9] years; 300 [55.5%] male), including 243 children with KD and 298 febrile controls, were analyzed. The KD score achieved an AUC of 0.91 (95% CI, 0.88-0.94), with a sensitivity of 94% (95% CI, 93%-97%) and a specificity of 82% (95% CI, 78%-86%). The positive likelihood ratio was 5.12, and the negative likelihood ratio was 0.05. Performance was consistent across cohorts, including incomplete KD, diverse FC etiologies, and coronary artery phenotypes. The assay was implemented as a laboratory-developed test. Analytical validation demonstrated high linearity (R2 > 0.99), precision (coefficient of variation <5%), and sample stability for up to 6 days at 4 °C or for 24 hours at room temperature. Conclusions and Relevance: This diagnostic study found that a 2-gene laboratory-developed whole-blood qPCR assay measuring IFI27 and MCEMP1 expression accurately distinguished KD from other febrile illnesses using standard molecular platforms. Prospective evaluation in broader populations is warranted to determine its clinical utility for reducing diagnostic delay and coronary complications.

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Publication Details

Journal
JAMA Network Open
Published
2026-05-28
DOI
https://doi.org/10.1001/jamanetworkopen.2026.15420
Citations
1
Primary Topic
Kawasaki Disease and Coronary Complications
Type
article
Field-Weighted Citation Impact
18.79
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article

Validation of a 2-Gene Blood Test for Kawasaki Disease in Febrile Children

Zhi Han, Xuefeng B. Ling, Mindy Ming‐Huey Guo, Henry Chubb et al.
1 citations
JAMA Network Open
Kawasaki Disease and Coronary Complications
18.79
article

Validation of a 2-Gene Blood Test for Kawasaki Disease in Febrile Children

Zhi Han, Xuefeng B. Ling, Mindy Ming‐Huey Guo, Henry Chubb, Kuender D. Yang, Scott R. Ceresnak, Ken-Pen Weng, Shih-Ting Kang, Richard D. Mortensen, Ho‐Chang Kuo, H. D. Cohen, Xing Xue, Xuefeng B. Ling, Kuo-Jung Su, Naoto Ozawa, Bo Jin, C. James Chou, Doff McElhinney, Weiwei Li, Gary L. Darmstadt, Takumi Ichikawa, Qiong Luo, Sun Kim, Fang Liu, Juan Wei
article en
1 citations

Abstract

Importance: Kawasaki disease (KD) remains a clinical diagnosis without an objective molecular test. Early identification is critical to prevent coronary artery complications through timely intravenous immunoglobulin therapy. Objective: To validate a 2-gene whole-blood quantitative polymerase chain reaction (qPCR) assay measuring IFI27 and MCEMP1 expression for distinguishing KD from other pediatric febrile illnesses. Design, Setting, and Participants: This multicenter diagnostic study was conducted in Taiwan and Shanghai, China. Patient blood samples were collected prospectively between 2012 and 2023 in Taiwan and between 2022 and 2023 in Shanghai and analyzed retrospectively from children younger than 8 years with KD and febrile controls (FCs) with viral, bacterial, or mixed infections. Data were analyzed from January 2022 to August 2025. Main Outcomes and Measures: Diagnostic accuracy of a prespecified 2-gene KD score derived from change in cycle threshold values normalized to glyceraldehyde 3-phosphate dehydrogenase, assessed by area under the receiver operating characteristic curve (AUC), sensitivity, specificity, predictive values, and likelihood ratios. Results: A total of 541 children (mean [SD] age, 3.7 [1.9] years; 300 [55.5%] male), including 243 children with KD and 298 febrile controls, were analyzed. The KD score achieved an AUC of 0.91 (95% CI, 0.88-0.94), with a sensitivity of 94% (95% CI, 93%-97%) and a specificity of 82% (95% CI, 78%-86%). The positive likelihood ratio was 5.12, and the negative likelihood ratio was 0.05. Performance was consistent across cohorts, including incomplete KD, diverse FC etiologies, and coronary artery phenotypes. The assay was implemented as a laboratory-developed test. Analytical validation demonstrated high linearity (R2 > 0.99), precision (coefficient of variation <5%), and sample stability for up to 6 days at 4 °C or for 24 hours at room temperature. Conclusions and Relevance: This diagnostic study found that a 2-gene laboratory-developed whole-blood qPCR assay measuring IFI27 and MCEMP1 expression accurately distinguished KD from other febrile illnesses using standard molecular platforms. Prospective evaluation in broader populations is warranted to determine its clinical utility for reducing diagnostic delay and coronary complications.

JAMA Network OpenVol. 9(5)
Chang Gung University (TW), Mackay Memorial Hospital (TW), Kaohsiung Chang Gung Memorial Hospital (TW), Women's Hospital, School of Medicine, Zhejiang University (CN), Kaohsiung Veterans General Hospital (TW), Children's Hospital of Fudan University (CN), OncoPlex Diagnostics (United States) (US), Stanford University (US)
Good health and well-being
Openalex Percentile: Top 1%
Kawasaki Disease and Coronary Complications
18.79
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