Identifying quantitative sncRNAs signature using global sequencing as a potential biomarker for tuberculosis diagnosis and their role in regulating host response.
Title | Identifying quantitative sncRNAs signature using global sequencing as a potential biomarker for tuberculosis diagnosis and their role in regulating host response. |
Publication Type | Journal Article |
Year of Publication | 2024 |
Authors | Kaul S, Nair V, Gcanga L, Lakshmanan V, Kalamuddin M, Anang V, Rathore S, Dhawan S, Alam T, Khanna V, Lohiya S, Ali S, Mannan S, Rade K, Parihar SP, Khanna A, Malhotra P, Brombacher F, Dasaradhi PVn, Guler R, Mohmmed A |
Journal | Int J Biol Macromol |
Volume | 271 |
Issue | Pt 2 |
Pagination | 132714 |
Date Published | 2024 Jun |
ISSN | 1879-0003 |
Keywords | Adult, Biomarkers, Case-Control Studies, Cross-Sectional Studies, Female, High-Throughput Nucleotide Sequencing, Host-Pathogen Interactions, Humans, Male, MicroRNAs, Middle Aged, Mycobacterium tuberculosis, RNA, Small Untranslated, ROC Curve, Tuberculosis, Tuberculosis, Pulmonary |
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 < 0.001) with 86.7% sensitivity (95% CI: 0.775-0.932) and 91.7% specificity (95% CI: 0.730-0.990) in ROC analysis. Functional knockdown demonstrated regulatory roles of hsa-miR-223-5p and hsa-miR-10b-5p in Mycobacterium tuberculosis (Mtb) growth and pro-inflammatory cytokine expression (IL-6 and IL-8). 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. |
DOI | 10.1016/j.ijbiomac.2024.132714 |
Alternate Journal | Int J Biol Macromol |
PubMed ID | 38815937 |
Grant List | 001 / WHO_ / World Health Organization / International |