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Circulating Salivary miRNA hsa-miR-221 as Clinically Validated Diagnostic Marker for Hand, Foot, and Mouth Disease in Pediatric Patients

Enhancements in the diagnostic capabilities using host biomarkers are currently much needed where sensitivity and specificity issues plague the diagnosis of Hand, Foot and Mouth Disease (HFMD) in pediatrics clinical samples. We investigated miRNome profiles of HFMD saliva samples against healthy chi...

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Autores principales: Min, Nyo, Sakthi Vale, Previtha Dawn, Wong, Anng Anng, Tan, Natalie Woon Hui, Chong, Chia Yin, Chen, Chih-Jung, Wang, Robert Y.L., Chu, Justin Jang Hann
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6014581/
https://www.ncbi.nlm.nih.gov/pubmed/29754884
http://dx.doi.org/10.1016/j.ebiom.2018.05.006
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author Min, Nyo
Sakthi Vale, Previtha Dawn
Wong, Anng Anng
Tan, Natalie Woon Hui
Chong, Chia Yin
Chen, Chih-Jung
Wang, Robert Y.L.
Chu, Justin Jang Hann
author_facet Min, Nyo
Sakthi Vale, Previtha Dawn
Wong, Anng Anng
Tan, Natalie Woon Hui
Chong, Chia Yin
Chen, Chih-Jung
Wang, Robert Y.L.
Chu, Justin Jang Hann
author_sort Min, Nyo
collection PubMed
description Enhancements in the diagnostic capabilities using host biomarkers are currently much needed where sensitivity and specificity issues plague the diagnosis of Hand, Foot and Mouth Disease (HFMD) in pediatrics clinical samples. We investigated miRNome profiles of HFMD saliva samples against healthy children and developed miRNA-based diagnosis models. Our 6-miRNA scoring model predicted HFMD with an overall accuracy of 85.11% in the training set and 92.86% in the blinded test set of Singapore cohort. Blinded evaluation of the model in Taiwan HFMD cases resulted in 77.08% accuracy with the 6-miRNA model and 68.75% with the 4-miRNA model. The strongest predictor of HFMD in all of the panels, hsa-miR-221 was found to be consistently and significantly downregulated in all of our HFMD cohorts. This is the first study to prove that HFMD infection could be diagnosed by circulating miRNAs in patient's saliva. Moreover, this study also serves as a stepping stone towards the future development of other infectious disease diagnosis workflows using novel biomarkers.
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spelling pubmed-60145812018-06-26 Circulating Salivary miRNA hsa-miR-221 as Clinically Validated Diagnostic Marker for Hand, Foot, and Mouth Disease in Pediatric Patients Min, Nyo Sakthi Vale, Previtha Dawn Wong, Anng Anng Tan, Natalie Woon Hui Chong, Chia Yin Chen, Chih-Jung Wang, Robert Y.L. Chu, Justin Jang Hann EBioMedicine Research Paper Enhancements in the diagnostic capabilities using host biomarkers are currently much needed where sensitivity and specificity issues plague the diagnosis of Hand, Foot and Mouth Disease (HFMD) in pediatrics clinical samples. We investigated miRNome profiles of HFMD saliva samples against healthy children and developed miRNA-based diagnosis models. Our 6-miRNA scoring model predicted HFMD with an overall accuracy of 85.11% in the training set and 92.86% in the blinded test set of Singapore cohort. Blinded evaluation of the model in Taiwan HFMD cases resulted in 77.08% accuracy with the 6-miRNA model and 68.75% with the 4-miRNA model. The strongest predictor of HFMD in all of the panels, hsa-miR-221 was found to be consistently and significantly downregulated in all of our HFMD cohorts. This is the first study to prove that HFMD infection could be diagnosed by circulating miRNAs in patient's saliva. Moreover, this study also serves as a stepping stone towards the future development of other infectious disease diagnosis workflows using novel biomarkers. Elsevier 2018-05-10 /pmc/articles/PMC6014581/ /pubmed/29754884 http://dx.doi.org/10.1016/j.ebiom.2018.05.006 Text en © 2018 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Paper
Min, Nyo
Sakthi Vale, Previtha Dawn
Wong, Anng Anng
Tan, Natalie Woon Hui
Chong, Chia Yin
Chen, Chih-Jung
Wang, Robert Y.L.
Chu, Justin Jang Hann
Circulating Salivary miRNA hsa-miR-221 as Clinically Validated Diagnostic Marker for Hand, Foot, and Mouth Disease in Pediatric Patients
title Circulating Salivary miRNA hsa-miR-221 as Clinically Validated Diagnostic Marker for Hand, Foot, and Mouth Disease in Pediatric Patients
title_full Circulating Salivary miRNA hsa-miR-221 as Clinically Validated Diagnostic Marker for Hand, Foot, and Mouth Disease in Pediatric Patients
title_fullStr Circulating Salivary miRNA hsa-miR-221 as Clinically Validated Diagnostic Marker for Hand, Foot, and Mouth Disease in Pediatric Patients
title_full_unstemmed Circulating Salivary miRNA hsa-miR-221 as Clinically Validated Diagnostic Marker for Hand, Foot, and Mouth Disease in Pediatric Patients
title_short Circulating Salivary miRNA hsa-miR-221 as Clinically Validated Diagnostic Marker for Hand, Foot, and Mouth Disease in Pediatric Patients
title_sort circulating salivary mirna hsa-mir-221 as clinically validated diagnostic marker for hand, foot, and mouth disease in pediatric patients
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6014581/
https://www.ncbi.nlm.nih.gov/pubmed/29754884
http://dx.doi.org/10.1016/j.ebiom.2018.05.006
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