Evidence map›Paper›PMID 42207513›Full record

ArticleJAMA network open2026

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

Ho-Chang Kuo, Xing Xue, Fang Liu, Richard D Mortensen, C James Chou, Bo Jin, Juan Wei, Qiong Luo, Ken-Pen Weng, Mindy Ming-Huey Guo and 15 more

Abstract readMulticenter StudyValidation Study
In one paragraph

Article in JAMA network open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

25 authors.

Ho-Chang KuoCollege of Medicine Chang Gung University, Taoyuan, Taiwan.
Xing XueHeart Center, Children's Hospital of Fudan University, Shanghai, China.
Fang LiuHeart Center, Children's Hospital of Fudan University, Shanghai, China.
Richard D MortensenOncoOmicsDx Clinical Laboratory, Rockville, Maryland.
C James ChouOncoOmicsDx Clinical Laboratory, Rockville, Maryland.
Bo JinOncoOmicsDx Clinical Laboratory, Rockville, Maryland.
Juan WeiWomen's Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Qiong LuoWomen's Hospital, Zhejiang University School of Medicine, Hangzhou, China.
Ken-Pen WengCongenital Structural Heart Disease Center, Department of Pediatrics Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan.
Mindy Ming-Huey GuoCollege of Medicine Chang Gung University, Taoyuan, Taiwan.
Kuender D YangMacKay Children's Hospital, Taipei, Taiwan.
Kuo-Jung SuOncoOmicsDx Clinical Laboratory, Rockville, Maryland.
Shih-Ting KangOncoOmicsDx Clinical Laboratory, Rockville, Maryland.
Sun KimOncoOmicsDx Clinical Laboratory, Rockville, Maryland.
Weiwei LiOncoOmicsDx Clinical Laboratory, Rockville, Maryland.
James SchillingOncoOmicsDx Clinical Laboratory, Rockville, Maryland.
Zhi HanSchool of Medicine, Stanford University, Stanford, California.
Naoto OzawaSchool of Medicine, Stanford University, Stanford, California.
Takumi IchikawaSchool of Medicine, Stanford University, Stanford, California.
Henry ChubbSchool of Medicine, Stanford University, Stanford, California.
Scott R CeresnakSchool of Medicine, Stanford University, Stanford, California.
Gary L DarmstadtSchool of Medicine, Stanford University, Stanford, California.
Doff McElhinneySchool of Medicine, Stanford University, Stanford, California.
Harvey J CohenSchool of Medicine, Stanford University, Stanford, California.
Xuefeng B LingSchool of Medicine, Stanford University, Stanford, California.

Funding

An automated system to differentiate Kawasaki disease from febrile illness with real life clinical datasets in New York CityR41TR004351 · NCATS · HBI SOLUTIONS INC. · PI SCHILLING, JAMES W · 2022 to 2022
$346k
NCATS NIH HHS R41 TR004351
6 · The paper itself

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.

Indexed as

FeverMucocutaneous Lymph Node SyndromeChild, PreschoolChinaFemaleHumansInfantMaleRetrospective StudiesSensitivity and SpecificityTaiwan

Identifiers

PMID42207513
PMCPMC13220111

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.