Identifying quantitative sncRNAs signature using global sequencing as a potential biomarker for tuberculosis diagnosis and their role in regulating host response
Kaul S, Nair V, Gcanga L, Lakshmanan V, Kalamuddin M, Anang V, Rathore S, Dhawan S, et al. (21 authors)
International journal of biological macromolecules · 2024-05
Abstract
Objectives The study aimed to identify a quantitative signature of circulating small non-coding RNAs (sncRNAs) as a biomarker for pulmonary tuberculosis disease (active-TB/ATB) and explore their regulatory roles in host-pathogen interactions and disease progression. Methods We conducted a cross-sectional study recruiting subjects diagnosed with active-TB (drug-sensitive and drug-resistant) and healthy controls. Sera samples were collected and utilized for preparing small RNA libraries. Quantitative patterns of circulating sncRNAs (miRNAs, piRNAs and tRFs) were identified via high-throughput sequencing and DeSeq2 analysis and validated in independent active-TB cohorts. Functional knockdown for two selected miRNAs were also performed. Results A diagnostic signature of four sncRNAs for both drug-sensitive and drug-resistant active-TB cases was validated, exhibiting an AUC of 0.96 (95% CI: 0.937-0.996, p Conclusion The study identified a diagnostic tool utilizing a signature of four sncRNAs with high specificity and sensitivity, enhancing our understanding of sncRNAs as ATB diagnostic biomarker. Additionally, hsa-miR-223-5p and hsa-miR-10b-5p demonstrated potential roles in Mtb pathogenesis and host-response to infection.
MeSH terms
- Humans
- Mycobacterium tuberculosis
- Tuberculosis
- Tuberculosis, Pulmonary
- MicroRNAs
- Case-Control Studies
- Cross-Sectional Studies
- ROC Curve
- Adult
- Middle Aged
- Female
- Male
- Host-Pathogen Interactions
- RNA, Small Untranslated
- High-Throughput Nucleotide Sequencing
- Biomarkers