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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...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
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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. |
format | Online Article Text |
id | pubmed-4747548 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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