Discovery and validation of circulating miRNAs for the clinical prognosis of severe dengue.
Background Early prognostic markers of severe dengue may improve case management and reduce dengue-related mortalities. This study aimed to identify circulating microRNAs (miRNAs) as biomarkers for predicting severe dengue. Methodology Serum samples from dengue-infected patients were collected on th...
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ftdoajarticles:oai:doaj.org/article:f18d45460e034f59868ca45b67632507 2023-05-15T15:10:34+02:00 Discovery and validation of circulating miRNAs for the clinical prognosis of severe dengue. Umaporn Limothai Nattawat Jantarangsi Natthasit Suphavejkornkij Sasipha Tachaboon Janejira Dinhuzen Watchadaporn Chaisuriyong Supachoke Trongkamolchai Mananya Wanpaisitkul Chatchai Chulapornsiri Anongrat Tiawilai Thawat Tiawilai Terapong Tantawichien Usa Thisyakorn Nattachai Srisawat 2022-10-01T00:00:00Z https://doi.org/10.1371/journal.pntd.0010836 https://doaj.org/article/f18d45460e034f59868ca45b67632507 EN eng Public Library of Science (PLoS) https://doi.org/10.1371/journal.pntd.0010836 https://doaj.org/toc/1935-2727 https://doaj.org/toc/1935-2735 1935-2727 1935-2735 doi:10.1371/journal.pntd.0010836 https://doaj.org/article/f18d45460e034f59868ca45b67632507 PLoS Neglected Tropical Diseases, Vol 16, Iss 10, p e0010836 (2022) Arctic medicine. Tropical medicine RC955-962 Public aspects of medicine RA1-1270 article 2022 ftdoajarticles https://doi.org/10.1371/journal.pntd.0010836 2022-12-30T23:09:00Z Background Early prognostic markers of severe dengue may improve case management and reduce dengue-related mortalities. This study aimed to identify circulating microRNAs (miRNAs) as biomarkers for predicting severe dengue. Methodology Serum samples from dengue-infected patients were collected on the first day of admission. Patients were followed up for 14 days after admission to determine the final diagnosis. Participants were divided into non-severe and severe dengue, as defined by WHO 2009 criteria. Circulating microtranscriptome analysis was performed using NanoString miRNA Expression Assay. The expression level of candidate miRNAs were then validated by quantitative reverse transcription-PCR method. Principal findings The discovery cohort (N = 19) lead to the identification of 37 differentially expressed miRNAs between the two groups. Six up-regulated candidate miRNAs were selected and further validated in the larger cohort (N = 135). MiR574-5p and miR1246 displayed the highest diagnostic performance in discriminating between severe from non-severe dengue (ROC-AUC = 0.83). Additionally, miR574-5p and miR1246 had high sensitivity and high negative predictive value for detecting severe dengue. Multivariate analysis suggested that serum miR574-5p was an independent predictor of severe dengue (odds ratio 3.30, 95% CI 1.81-6.04; p<0.001). Conclusion Our study indicated that circulating miRNAs, especially miR-574-5p and miR-1246, might be a promising diagnostic and prognostic biomarker for severe dengue upon hospital admission, especially when using these biomarkers on days 1 to 2 before the onset of severe dengue complications. Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic PLOS Neglected Tropical Diseases 16 10 e0010836 |
institution |
Open Polar |
collection |
Directory of Open Access Journals: DOAJ Articles |
op_collection_id |
ftdoajarticles |
language |
English |
topic |
Arctic medicine. Tropical medicine RC955-962 Public aspects of medicine RA1-1270 |
spellingShingle |
Arctic medicine. Tropical medicine RC955-962 Public aspects of medicine RA1-1270 Umaporn Limothai Nattawat Jantarangsi Natthasit Suphavejkornkij Sasipha Tachaboon Janejira Dinhuzen Watchadaporn Chaisuriyong Supachoke Trongkamolchai Mananya Wanpaisitkul Chatchai Chulapornsiri Anongrat Tiawilai Thawat Tiawilai Terapong Tantawichien Usa Thisyakorn Nattachai Srisawat Discovery and validation of circulating miRNAs for the clinical prognosis of severe dengue. |
topic_facet |
Arctic medicine. Tropical medicine RC955-962 Public aspects of medicine RA1-1270 |
description |
Background Early prognostic markers of severe dengue may improve case management and reduce dengue-related mortalities. This study aimed to identify circulating microRNAs (miRNAs) as biomarkers for predicting severe dengue. Methodology Serum samples from dengue-infected patients were collected on the first day of admission. Patients were followed up for 14 days after admission to determine the final diagnosis. Participants were divided into non-severe and severe dengue, as defined by WHO 2009 criteria. Circulating microtranscriptome analysis was performed using NanoString miRNA Expression Assay. The expression level of candidate miRNAs were then validated by quantitative reverse transcription-PCR method. Principal findings The discovery cohort (N = 19) lead to the identification of 37 differentially expressed miRNAs between the two groups. Six up-regulated candidate miRNAs were selected and further validated in the larger cohort (N = 135). MiR574-5p and miR1246 displayed the highest diagnostic performance in discriminating between severe from non-severe dengue (ROC-AUC = 0.83). Additionally, miR574-5p and miR1246 had high sensitivity and high negative predictive value for detecting severe dengue. Multivariate analysis suggested that serum miR574-5p was an independent predictor of severe dengue (odds ratio 3.30, 95% CI 1.81-6.04; p<0.001). Conclusion Our study indicated that circulating miRNAs, especially miR-574-5p and miR-1246, might be a promising diagnostic and prognostic biomarker for severe dengue upon hospital admission, especially when using these biomarkers on days 1 to 2 before the onset of severe dengue complications. |
format |
Article in Journal/Newspaper |
author |
Umaporn Limothai Nattawat Jantarangsi Natthasit Suphavejkornkij Sasipha Tachaboon Janejira Dinhuzen Watchadaporn Chaisuriyong Supachoke Trongkamolchai Mananya Wanpaisitkul Chatchai Chulapornsiri Anongrat Tiawilai Thawat Tiawilai Terapong Tantawichien Usa Thisyakorn Nattachai Srisawat |
author_facet |
Umaporn Limothai Nattawat Jantarangsi Natthasit Suphavejkornkij Sasipha Tachaboon Janejira Dinhuzen Watchadaporn Chaisuriyong Supachoke Trongkamolchai Mananya Wanpaisitkul Chatchai Chulapornsiri Anongrat Tiawilai Thawat Tiawilai Terapong Tantawichien Usa Thisyakorn Nattachai Srisawat |
author_sort |
Umaporn Limothai |
title |
Discovery and validation of circulating miRNAs for the clinical prognosis of severe dengue. |
title_short |
Discovery and validation of circulating miRNAs for the clinical prognosis of severe dengue. |
title_full |
Discovery and validation of circulating miRNAs for the clinical prognosis of severe dengue. |
title_fullStr |
Discovery and validation of circulating miRNAs for the clinical prognosis of severe dengue. |
title_full_unstemmed |
Discovery and validation of circulating miRNAs for the clinical prognosis of severe dengue. |
title_sort |
discovery and validation of circulating mirnas for the clinical prognosis of severe dengue. |
publisher |
Public Library of Science (PLoS) |
publishDate |
2022 |
url |
https://doi.org/10.1371/journal.pntd.0010836 https://doaj.org/article/f18d45460e034f59868ca45b67632507 |
geographic |
Arctic |
geographic_facet |
Arctic |
genre |
Arctic |
genre_facet |
Arctic |
op_source |
PLoS Neglected Tropical Diseases, Vol 16, Iss 10, p e0010836 (2022) |
op_relation |
https://doi.org/10.1371/journal.pntd.0010836 https://doaj.org/toc/1935-2727 https://doaj.org/toc/1935-2735 1935-2727 1935-2735 doi:10.1371/journal.pntd.0010836 https://doaj.org/article/f18d45460e034f59868ca45b67632507 |
op_doi |
https://doi.org/10.1371/journal.pntd.0010836 |
container_title |
PLOS Neglected Tropical Diseases |
container_volume |
16 |
container_issue |
10 |
container_start_page |
e0010836 |
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1766341573903122432 |