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Identification of MicroRNAs as Potential Blood-Based Biomarkers for Diagnosis and Therapeutic Monitoring of Active Tuberculosis
Early diagnosis increases the treatment success rate for active tuberculosis (ATB) and decreases mortality. MicroRNAs (miRNAs) have been studied as blood-based markers of several infectious diseases. We performed miRNA profiling to identify differentially expressed (DE) miRNAs using whole blood samp...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8871062/ https://www.ncbi.nlm.nih.gov/pubmed/35204460 http://dx.doi.org/10.3390/diagnostics12020369 |
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author | Kim, Junseong Park, Heechul Park, Sung-Bae Lee, Eun Ju Je, Min-A Ahn, Eunsol Sim, Bora Lee, Jiyoung Jin, Hyunwoo Lee, Kyung Eun Cho, Sang-Nae Kang, Young Ae Lee, Hyejon Kim, Sunghyun Kim, Jungho |
author_facet | Kim, Junseong Park, Heechul Park, Sung-Bae Lee, Eun Ju Je, Min-A Ahn, Eunsol Sim, Bora Lee, Jiyoung Jin, Hyunwoo Lee, Kyung Eun Cho, Sang-Nae Kang, Young Ae Lee, Hyejon Kim, Sunghyun Kim, Jungho |
author_sort | Kim, Junseong |
collection | PubMed |
description | Early diagnosis increases the treatment success rate for active tuberculosis (ATB) and decreases mortality. MicroRNAs (miRNAs) have been studied as blood-based markers of several infectious diseases. We performed miRNA profiling to identify differentially expressed (DE) miRNAs using whole blood samples from 10 healthy controls (HCs), 15 subjects with latent tuberculosis infection (LTBI), and 12 patients with ATB, and investigated the expression of the top six miRNAs at diagnosis and over the treatment period in addition to performing miRNA-target gene network and gene ontology analyses. miRNA profiling identified 84 DE miRNAs in patients with ATB, including 80 upregulated and four downregulated miRNAs. Receiver operating characteristic curves of the top six miRNAs exhibited excellent distinguishing efficiency with an area under curve (AUC) value > 0.85. Among them, miR-199a-3p and miR-6886-3p can differentiate between ATB and LTBI. Anti-TB treatment restored the levels of miR-199b-3p, miR-199a-3p, miR-16-5p, and miR-374c-5p to HC levels. Furthermore, 108 predicted target genes were related to the regulation of cellular amide metabolism, intrinsic apoptotic signaling, translation, transforming growth factor beta receptor signaling, and cysteine-type endopeptidase activity. The DE miRNAs identified herein are potential biomarkers for diagnosis and therapeutic monitoring in ATB. |
format | Online Article Text |
id | pubmed-8871062 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-88710622022-02-25 Identification of MicroRNAs as Potential Blood-Based Biomarkers for Diagnosis and Therapeutic Monitoring of Active Tuberculosis Kim, Junseong Park, Heechul Park, Sung-Bae Lee, Eun Ju Je, Min-A Ahn, Eunsol Sim, Bora Lee, Jiyoung Jin, Hyunwoo Lee, Kyung Eun Cho, Sang-Nae Kang, Young Ae Lee, Hyejon Kim, Sunghyun Kim, Jungho Diagnostics (Basel) Article Early diagnosis increases the treatment success rate for active tuberculosis (ATB) and decreases mortality. MicroRNAs (miRNAs) have been studied as blood-based markers of several infectious diseases. We performed miRNA profiling to identify differentially expressed (DE) miRNAs using whole blood samples from 10 healthy controls (HCs), 15 subjects with latent tuberculosis infection (LTBI), and 12 patients with ATB, and investigated the expression of the top six miRNAs at diagnosis and over the treatment period in addition to performing miRNA-target gene network and gene ontology analyses. miRNA profiling identified 84 DE miRNAs in patients with ATB, including 80 upregulated and four downregulated miRNAs. Receiver operating characteristic curves of the top six miRNAs exhibited excellent distinguishing efficiency with an area under curve (AUC) value > 0.85. Among them, miR-199a-3p and miR-6886-3p can differentiate between ATB and LTBI. Anti-TB treatment restored the levels of miR-199b-3p, miR-199a-3p, miR-16-5p, and miR-374c-5p to HC levels. Furthermore, 108 predicted target genes were related to the regulation of cellular amide metabolism, intrinsic apoptotic signaling, translation, transforming growth factor beta receptor signaling, and cysteine-type endopeptidase activity. The DE miRNAs identified herein are potential biomarkers for diagnosis and therapeutic monitoring in ATB. MDPI 2022-02-01 /pmc/articles/PMC8871062/ /pubmed/35204460 http://dx.doi.org/10.3390/diagnostics12020369 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Kim, Junseong Park, Heechul Park, Sung-Bae Lee, Eun Ju Je, Min-A Ahn, Eunsol Sim, Bora Lee, Jiyoung Jin, Hyunwoo Lee, Kyung Eun Cho, Sang-Nae Kang, Young Ae Lee, Hyejon Kim, Sunghyun Kim, Jungho Identification of MicroRNAs as Potential Blood-Based Biomarkers for Diagnosis and Therapeutic Monitoring of Active Tuberculosis |
title | Identification of MicroRNAs as Potential Blood-Based Biomarkers for Diagnosis and Therapeutic Monitoring of Active Tuberculosis |
title_full | Identification of MicroRNAs as Potential Blood-Based Biomarkers for Diagnosis and Therapeutic Monitoring of Active Tuberculosis |
title_fullStr | Identification of MicroRNAs as Potential Blood-Based Biomarkers for Diagnosis and Therapeutic Monitoring of Active Tuberculosis |
title_full_unstemmed | Identification of MicroRNAs as Potential Blood-Based Biomarkers for Diagnosis and Therapeutic Monitoring of Active Tuberculosis |
title_short | Identification of MicroRNAs as Potential Blood-Based Biomarkers for Diagnosis and Therapeutic Monitoring of Active Tuberculosis |
title_sort | identification of micrornas as potential blood-based biomarkers for diagnosis and therapeutic monitoring of active tuberculosis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8871062/ https://www.ncbi.nlm.nih.gov/pubmed/35204460 http://dx.doi.org/10.3390/diagnostics12020369 |
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