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A comprehensive analysis of microRNAs as diagnostic biomarkers for asthma

BACKGROUND: It is unclear whether microRNAs could be a potential diagnostic biomarker for asthma or not. The objective of this study is to figure out the diagnostic value of microRNAs in asthma. METHODS: Literature retrieval, screening of publications, specific data extraction, and quality evaluatio...

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Autores principales: Xu, Li, Yi, Minhan, Tan, Yun, Yi, Zixun, Zhang, Yuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7768876/
https://www.ncbi.nlm.nih.gov/pubmed/33357010
http://dx.doi.org/10.1177/1753466620981863
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author Xu, Li
Yi, Minhan
Tan, Yun
Yi, Zixun
Zhang, Yuan
author_facet Xu, Li
Yi, Minhan
Tan, Yun
Yi, Zixun
Zhang, Yuan
author_sort Xu, Li
collection PubMed
description BACKGROUND: It is unclear whether microRNAs could be a potential diagnostic biomarker for asthma or not. The objective of this study is to figure out the diagnostic value of microRNAs in asthma. METHODS: Literature retrieval, screening of publications, specific data extraction, and quality evaluation were conducted according to the standard criteria. Stata 14.0 software was used to analyze the diagnostic value of microRNA for asthma, including the combined sensitivity (Sen), specificity (Spe), the area under the curve (AUC), positive likelihood ratio (PLR), negative likelihood ratio (NLR), and diagnostic odds ratio (DOR). RESULTS: A total of 72 studies, containing 4143 cases and 2188 controls, were included for this comprehensive analysis. None of the included publications were rated low in quality. We summarized that, compared with controls, more than 100 miRNAs were reported differently expressed in asthma, although the expression trends were inconsistent. Besides, there were five studies among these 72 articles that applied the diagnostic evaluation of microRNAs in asthma. We found that the pooled Sen, Spe, and AUC for the combination of miR-185-5p, miR-155, let-7a, miR-21, miR-320a, miR-1246, miR-144-5p, and miR-1165-3p in asthma were 0.87 (95%CI: 0.72–0.95), 0.84 (95%CI: 0.74–0.91), and 0.93 (95%CI: 0.89–0.94) individually, and the PLR, NLR, and DOR were 5.5 (95%CI: 3.1–9.7), 0.15 (95%CI: 0.07–0.36), and 35 (95%CI: 10–127) in asthma, respectively. In terms of subgroup analyses, we found that the Sen for these combination miRNAs from serum was higher than that in plasma, while the Spe in plasma worked better than that in serum. Furthermore, compared with children, the combination of above miRNAs from adults had higher Spe and similar Sen. CONCLUSIONS: From our analysis, the combination of miR-185-5p, miR-155, let-7a, miR-21, miR-320a, miR-1246, miR-144-5p, and miR-1165-3p from peripheral blood could potentially act as a diagnostic biomarker for asthma. The reviews of this paper are available via the supplemental material section.
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spelling pubmed-77688762021-01-21 A comprehensive analysis of microRNAs as diagnostic biomarkers for asthma Xu, Li Yi, Minhan Tan, Yun Yi, Zixun Zhang, Yuan Ther Adv Respir Dis Meta-Analysis BACKGROUND: It is unclear whether microRNAs could be a potential diagnostic biomarker for asthma or not. The objective of this study is to figure out the diagnostic value of microRNAs in asthma. METHODS: Literature retrieval, screening of publications, specific data extraction, and quality evaluation were conducted according to the standard criteria. Stata 14.0 software was used to analyze the diagnostic value of microRNA for asthma, including the combined sensitivity (Sen), specificity (Spe), the area under the curve (AUC), positive likelihood ratio (PLR), negative likelihood ratio (NLR), and diagnostic odds ratio (DOR). RESULTS: A total of 72 studies, containing 4143 cases and 2188 controls, were included for this comprehensive analysis. None of the included publications were rated low in quality. We summarized that, compared with controls, more than 100 miRNAs were reported differently expressed in asthma, although the expression trends were inconsistent. Besides, there were five studies among these 72 articles that applied the diagnostic evaluation of microRNAs in asthma. We found that the pooled Sen, Spe, and AUC for the combination of miR-185-5p, miR-155, let-7a, miR-21, miR-320a, miR-1246, miR-144-5p, and miR-1165-3p in asthma were 0.87 (95%CI: 0.72–0.95), 0.84 (95%CI: 0.74–0.91), and 0.93 (95%CI: 0.89–0.94) individually, and the PLR, NLR, and DOR were 5.5 (95%CI: 3.1–9.7), 0.15 (95%CI: 0.07–0.36), and 35 (95%CI: 10–127) in asthma, respectively. In terms of subgroup analyses, we found that the Sen for these combination miRNAs from serum was higher than that in plasma, while the Spe in plasma worked better than that in serum. Furthermore, compared with children, the combination of above miRNAs from adults had higher Spe and similar Sen. CONCLUSIONS: From our analysis, the combination of miR-185-5p, miR-155, let-7a, miR-21, miR-320a, miR-1246, miR-144-5p, and miR-1165-3p from peripheral blood could potentially act as a diagnostic biomarker for asthma. The reviews of this paper are available via the supplemental material section. SAGE Publications 2020-12-23 /pmc/articles/PMC7768876/ /pubmed/33357010 http://dx.doi.org/10.1177/1753466620981863 Text en © The Author(s), 2020 https://creativecommons.org/licenses/by-nc/4.0/ This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Meta-Analysis
Xu, Li
Yi, Minhan
Tan, Yun
Yi, Zixun
Zhang, Yuan
A comprehensive analysis of microRNAs as diagnostic biomarkers for asthma
title A comprehensive analysis of microRNAs as diagnostic biomarkers for asthma
title_full A comprehensive analysis of microRNAs as diagnostic biomarkers for asthma
title_fullStr A comprehensive analysis of microRNAs as diagnostic biomarkers for asthma
title_full_unstemmed A comprehensive analysis of microRNAs as diagnostic biomarkers for asthma
title_short A comprehensive analysis of microRNAs as diagnostic biomarkers for asthma
title_sort comprehensive analysis of micrornas as diagnostic biomarkers for asthma
topic Meta-Analysis
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7768876/
https://www.ncbi.nlm.nih.gov/pubmed/33357010
http://dx.doi.org/10.1177/1753466620981863
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