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Urinary Colorimetric Sensor Array and Algorithm to Distinguish Kawasaki Disease from Other Febrile Illnesses

OBJECTIVES: Kawasaki disease (KD) is an acute pediatric vasculitis of infants and young children with unknown etiology and no specific laboratory-based test to identify. A specific molecular diagnostic test is urgently needed to support the clinical decision of proper medical intervention, preventin...

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Autores principales: Li, Zhen, Tan, Zhou, Hao, Shiying, Jin, Bo, Deng, Xiaohong, Hu, Guang, Liu, Xiaodan, Zhang, Jie, Jin, Hua, Huang, Min, Kanegaye, John T., Tremoulet, Adriana H., Burns, Jane C., Wu, Jianmin, Cohen, Harvey J., Ling, Xuefeng B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4747548/
https://www.ncbi.nlm.nih.gov/pubmed/26859297
http://dx.doi.org/10.1371/journal.pone.0146733
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author Li, Zhen
Tan, Zhou
Hao, Shiying
Jin, Bo
Deng, Xiaohong
Hu, Guang
Liu, Xiaodan
Zhang, Jie
Jin, Hua
Huang, Min
Kanegaye, John T.
Tremoulet, Adriana H.
Burns, Jane C.
Wu, Jianmin
Cohen, Harvey J.
Ling, Xuefeng B.
author_facet Li, Zhen
Tan, Zhou
Hao, Shiying
Jin, Bo
Deng, Xiaohong
Hu, Guang
Liu, Xiaodan
Zhang, Jie
Jin, Hua
Huang, Min
Kanegaye, John T.
Tremoulet, Adriana H.
Burns, Jane C.
Wu, Jianmin
Cohen, Harvey J.
Ling, Xuefeng B.
author_sort Li, Zhen
collection PubMed
description OBJECTIVES: Kawasaki disease (KD) is an acute pediatric vasculitis of infants and young children with unknown etiology and no specific laboratory-based test to identify. A specific molecular diagnostic test is urgently needed to support the clinical decision of proper medical intervention, preventing subsequent complications of coronary artery aneurysms. We used a simple and low-cost colorimetric sensor array to address the lack of a specific diagnostic test to differentiate KD from febrile control (FC) patients with similar rash/fever illnesses. STUDY DESIGN: Demographic and clinical data were prospectively collected for subjects with KD and FCs under standard protocol. After screening using a genetic algorithm, eleven compounds including metalloporphyrins, pH indicators, redox indicators and solvatochromic dye categories, were selected from our chromatic compound library (n = 190) to construct a colorimetric sensor array for diagnosing KD. Quantitative color difference analysis led to a decision-tree-based KD diagnostic algorithm. RESULTS: This KD sensing array allowed the identification of 94% of KD subjects (receiver operating characteristic [ROC] area under the curve [AUC] 0.981) in the training set (33 KD, 33 FC) and 94% of KD subjects (ROC AUC: 0.873) in the testing set (16 KD, 17 FC). Color difference maps reconstructed from the digital images of the sensing compounds demonstrated distinctive patterns differentiating KD from FC patients. CONCLUSIONS: The colorimetric sensor array, composed of common used chemical compounds, is an easily accessible, low-cost method to realize the discrimination of subjects with KD from other febrile illness.
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spelling pubmed-47475482016-02-22 Urinary Colorimetric Sensor Array and Algorithm to Distinguish Kawasaki Disease from Other Febrile Illnesses Li, Zhen Tan, Zhou Hao, Shiying Jin, Bo Deng, Xiaohong Hu, Guang Liu, Xiaodan Zhang, Jie Jin, Hua Huang, Min Kanegaye, John T. Tremoulet, Adriana H. Burns, Jane C. Wu, Jianmin Cohen, Harvey J. Ling, Xuefeng B. PLoS One Research Article OBJECTIVES: Kawasaki disease (KD) is an acute pediatric vasculitis of infants and young children with unknown etiology and no specific laboratory-based test to identify. A specific molecular diagnostic test is urgently needed to support the clinical decision of proper medical intervention, preventing subsequent complications of coronary artery aneurysms. We used a simple and low-cost colorimetric sensor array to address the lack of a specific diagnostic test to differentiate KD from febrile control (FC) patients with similar rash/fever illnesses. STUDY DESIGN: Demographic and clinical data were prospectively collected for subjects with KD and FCs under standard protocol. After screening using a genetic algorithm, eleven compounds including metalloporphyrins, pH indicators, redox indicators and solvatochromic dye categories, were selected from our chromatic compound library (n = 190) to construct a colorimetric sensor array for diagnosing KD. Quantitative color difference analysis led to a decision-tree-based KD diagnostic algorithm. RESULTS: This KD sensing array allowed the identification of 94% of KD subjects (receiver operating characteristic [ROC] area under the curve [AUC] 0.981) in the training set (33 KD, 33 FC) and 94% of KD subjects (ROC AUC: 0.873) in the testing set (16 KD, 17 FC). Color difference maps reconstructed from the digital images of the sensing compounds demonstrated distinctive patterns differentiating KD from FC patients. CONCLUSIONS: The colorimetric sensor array, composed of common used chemical compounds, is an easily accessible, low-cost method to realize the discrimination of subjects with KD from other febrile illness. Public Library of Science 2016-02-09 /pmc/articles/PMC4747548/ /pubmed/26859297 http://dx.doi.org/10.1371/journal.pone.0146733 Text en © 2016 Li et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Li, Zhen
Tan, Zhou
Hao, Shiying
Jin, Bo
Deng, Xiaohong
Hu, Guang
Liu, Xiaodan
Zhang, Jie
Jin, Hua
Huang, Min
Kanegaye, John T.
Tremoulet, Adriana H.
Burns, Jane C.
Wu, Jianmin
Cohen, Harvey J.
Ling, Xuefeng B.
Urinary Colorimetric Sensor Array and Algorithm to Distinguish Kawasaki Disease from Other Febrile Illnesses
title Urinary Colorimetric Sensor Array and Algorithm to Distinguish Kawasaki Disease from Other Febrile Illnesses
title_full Urinary Colorimetric Sensor Array and Algorithm to Distinguish Kawasaki Disease from Other Febrile Illnesses
title_fullStr Urinary Colorimetric Sensor Array and Algorithm to Distinguish Kawasaki Disease from Other Febrile Illnesses
title_full_unstemmed Urinary Colorimetric Sensor Array and Algorithm to Distinguish Kawasaki Disease from Other Febrile Illnesses
title_short Urinary Colorimetric Sensor Array and Algorithm to Distinguish Kawasaki Disease from Other Febrile Illnesses
title_sort urinary colorimetric sensor array and algorithm to distinguish kawasaki disease from other febrile illnesses
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4747548/
https://www.ncbi.nlm.nih.gov/pubmed/26859297
http://dx.doi.org/10.1371/journal.pone.0146733
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