Identifying quantitative sncRNAs signature using global sequencing as a potential biomarker for tuberculosis diagnosis and their role in regulating host response

Sheetal Kaul, Vivek Nair, Lorna Gcanga, Vairavan Lakshmanan, M. Kalamuddin, Vandana Anang, Sumit Rathore, Shikha Dhawan, Tanvir Alam, Vishal Khanna, Sheelu Lohiya, Shakir Ali, Shamim Mannan, Kirankumar Rade, Suraj P. Parihar, Ashwani Khanna, Pawan Malhotra, Frank Brombacher, Palakodeti V. N. Dasaradhi, Reto GulerAsif Mohmmed

Research output: Contribution to journalArticlepeer-review

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 hostpathogen 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.
Original languageEnglish
Article number132714
Number of pages15
JournalInternational Journal of Biological Macromolecules
Volume271
Early online dateJun 2024
DOIs
Publication statusPublished - Jun 2024

Keywords

  • AntagomiRs
  • Biomarker
  • CFU assay
  • In-silico target identification
  • Pro -inflammatory cytokines
  • Small non -coding RNAs (sncRNAs)
  • Tuberculosis

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