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High sensitivity and specificity of a 5-analyte protein and microRNA biosignature for identification of active tuberculosis.
- Source :
-
Clinical & translational immunology [Clin Transl Immunology] 2021 Jun 22; Vol. 10 (6), pp. e1298. Date of Electronic Publication: 2021 Jun 22 (Print Publication: 2021). - Publication Year :
- 2021
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Abstract
- Objectives: Non-sputum-based tests to accurately identify active tuberculosis (TB) disease and monitor response to therapy are urgently needed. This study examined the biomarker capacity of a panel of plasma proteins alone, and in conjunction with a previously identified miRNA signature, to identify active TB disease.<br />Methods: The expression of nine proteins (IP-10, MCP-1, sTNFR1, RANTES, VEGF, IL-6, IL-10, TNF and Eotaxin) was measured in the plasma of 100 control subjects and 100 TB patients, at diagnosis (treatment naïve) and over the course of treatment (1-, 2- and 6-month intervals). The diagnostic performance of the nine proteins alone, and with the miRNA, was assessed.<br />Results: Six proteins were significantly up-regulated in the plasma of TB patients at diagnosis compared to controls. Receiver operator characteristic curve analysis demonstrated that IP-10 with an AUC = 0.874, sensitivity of 75% and specificity of 87% was the best single biomarker candidate to distinguish TB patients from controls. IP-10 and IL-6 levels fell significantly within one month of commencing treatment and may have potential as indicators of a positive response to therapy. The combined protein and miRNA panel gave an AUC of 1.00. A smaller panel of only five analytes (IP-10, miR-29a, miR-146a, miR-99b and miR-221) showed an AUC = 0.995, sensitivity of 96% and specificity of 97%.<br />Conclusions: A novel combination of miRNA and proteins significantly improves the sensitivity and specificity as a biosignature over single biomarker candidates and may be useful for the development of a non-sputum test to aid the diagnosis of active TB disease.<br />Competing Interests: The authors report no conflicts of interest with regard to this publication.<br /> (© 2021 The Authors. Clinical & Translational Immunology published by John Wiley & Sons Australia, Ltd on behalf of Australian and New Zealand Society for Immunology, Inc.)
Details
- Language :
- English
- ISSN :
- 2050-0068
- Volume :
- 10
- Issue :
- 6
- Database :
- MEDLINE
- Journal :
- Clinical & translational immunology
- Publication Type :
- Academic Journal
- Accession number :
- 34188917
- Full Text :
- https://doi.org/10.1002/cti2.1298