A Serum Circulating miRNA Signature for Short-Term Risk of Progression to Active Tuberculosis Among Household Contacts.

Fergal JDuffy; EthanThompson; KatrinaDowning; SaraSuliman; HarrietMayanja-Kizza; W HenryBoom; BonnieThiel; JanuaryWeiner Iii; Stefan HEKaufmann; DrewDover; +8 more... David LTabb; Hazel M Dockrell ORCID logo; Tom HMOttenhoff; GerardTromp; Thomas JScriba; Daniel EZak; GerhardWalzl; GC6-74 Consortium; (2018) A Serum Circulating miRNA Signature for Short-Term Risk of Progression to Active Tuberculosis Among Household Contacts. Frontiers in immunology, 9 (APR). 661-. ISSN 1664-3224 DOI: 10.3389/fimmu.2018.00661
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Biomarkers that predict who among recently Mycobacterium tuberculosis (MTB)-exposed individuals will progress to active tuberculosis are urgently needed. Intracellular microRNAs (miRNAs) regulate the host response to MTB and circulating miRNAs (c-miRNAs) have been developed as biomarkers for other diseases. We performed machine-learning analysis of c-miRNA measurements in the serum of adult household contacts (HHCs) of TB index cases from South Africa and Uganda and developed a c-miRNA-based signature of risk for progression to active TB. This c-miRNA-based signature significantly discriminated HHCs within 6 months of progression to active disease from HHCs that remained healthy in an independent test set [ROC area under the ROC curve (AUC) 0.74, progressors < 6 Mo to active TB and ROC AUC 0.66, up to 24 Mo to active TB], and complements the predictions of a previous cellular mRNA-based signature of TB risk.



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